grep: warning: GREP_OPTIONS is deprecated; please use an alias or script WARNING 2022-03-12 03:06:11,209 launch.py:423] Not found distinct arguments and compiled with cuda or xpu. Default use collective mode INFO 2022-03-12 03:06:11,209 launch_utils.py:641] Change selected_gpus into reletive values. --ips:4,5,6,7 will change into relative_ips:[0, 1, 2, 3] according to your CUDA_VISIBLE_DEVICES:['4', '5', '6', '7'] INFO 2022-03-12 03:06:11,210 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 127.0.0.1:50496 | | PADDLE_TRAINERS_NUM 4 | | PADDLE_TRAINER_ENDPOINTS ... 0.1:51705,127.0.0.1:37963,127.0.0.1:60056| | 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 03:06:11,210 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: 4,5,6,7 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_m_416_coco.yml', '--eval'] worker_num: None workers: ------------------------------------------------ launch train in GPU mode! launch proc_id:76851 idx:0 launch proc_id:76856 idx:1 launch proc_id:76861 idx:2 launch proc_id:76866 idx:3 grep: warning: GREP_OPTIONS is deprecated; please use an alias or script /usr/local/lib/python3.7/site-packages/paddle/tensor/creation.py:130: DeprecationWarning: `np.object` is a deprecated alias for the builtin `object`. To silence this warning, use `object` by itself. Doing this will not modify any behavior and is safe. Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations if data.dtype == np.object: Warning: import ppdet from source directory without installing, run 'python setup.py install' to install ppdet firstly I0312 03:06:17.111114 76851 nccl_context.cc:74] init nccl context nranks: 4 local rank: 0 gpu id: 0 ring id: 0 W0312 03:06:18.326397 76851 device_context.cc:447] Please NOTE: device: 0, GPU Compute Capability: 7.0, Driver API Version: 10.2, Runtime API Version: 10.2 W0312 03:06:18.331665 76851 device_context.cc:465] device: 0, cuDNN Version: 7.6. loading annotations into memory... Done (t=20.98s) creating index... index created! [03/12 03:06:52] 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 03:07:03] 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 03:07:11] ppdet.utils.checkpoint INFO: Finish loading model weights: /root/.cache/paddle/weights/LCNet_x1_5_pretrained.pdparams [03/12 03:07:25] ppdet.engine INFO: Epoch: [0] [ 0/610] learning_rate: 0.024000 loss_vfl: 9.874768 loss_bbox: 1.487442 loss_dfl: 1.132233 loss: 12.494443 eta: 28 days, 3:05:11 batch_cost: 13.2804 data_cost: 7.7156 ips: 3.6144 images/s [03/12 03:07:47] ppdet.engine INFO: Epoch: [0] [ 20/610] learning_rate: 0.038400 loss_vfl: 2.349974 loss_bbox: 1.456747 loss_dfl: 0.999346 loss: 4.954967 eta: 3 days, 9:58:07 batch_cost: 1.0293 data_cost: 0.0005 ips: 46.6342 images/s [03/12 03:08:09] ppdet.engine INFO: Epoch: [0] [ 40/610] learning_rate: 0.052800 loss_vfl: 1.729519 loss_bbox: 1.336113 loss_dfl: 0.841320 loss: 3.883594 eta: 2 days, 18:29:48 batch_cost: 0.9890 data_cost: 0.0011 ips: 48.5360 images/s [03/12 03:08:31] ppdet.engine INFO: Epoch: [0] [ 60/610] learning_rate: 0.067200 loss_vfl: 1.743116 loss_bbox: 1.277961 loss_dfl: 0.829839 loss: 3.890320 eta: 2 days, 13:08:47 batch_cost: 0.9877 data_cost: 0.0005 ips: 48.5960 images/s [03/12 03:08:52] ppdet.engine INFO: Epoch: [0] [ 80/610] learning_rate: 0.081600 loss_vfl: 1.741812 loss_bbox: 1.240392 loss_dfl: 0.781525 loss: 3.702728 eta: 2 days, 10:16:25 batch_cost: 0.9748 data_cost: 0.0004 ips: 49.2397 images/s [03/12 03:09:14] ppdet.engine INFO: Epoch: [0] [100/610] learning_rate: 0.096000 loss_vfl: 1.703412 loss_bbox: 1.142941 loss_dfl: 0.744016 loss: 3.616503 eta: 2 days, 8:20:01 batch_cost: 0.9547 data_cost: 0.0004 ips: 50.2797 images/s [03/12 03:09:36] ppdet.engine INFO: Epoch: [0] [120/610] learning_rate: 0.110400 loss_vfl: 1.720835 loss_bbox: 1.089598 loss_dfl: 0.706535 loss: 3.461514 eta: 2 days, 7:00:09 batch_cost: 0.9510 data_cost: 0.0006 ips: 50.4716 images/s [03/12 03:09:56] ppdet.engine INFO: Epoch: [0] [140/610] learning_rate: 0.124800 loss_vfl: 1.722019 loss_bbox: 1.030481 loss_dfl: 0.681053 loss: 3.423936 eta: 2 days, 5:49:30 batch_cost: 0.9201 data_cost: 0.0008 ips: 52.1676 images/s [03/12 03:10:19] ppdet.engine INFO: Epoch: [0] [160/610] learning_rate: 0.139200 loss_vfl: 1.738979 loss_bbox: 1.040955 loss_dfl: 0.691648 loss: 3.480108 eta: 2 days, 5:58:43 batch_cost: 1.0850 data_cost: 0.0004 ips: 44.2402 images/s [03/12 03:10:40] ppdet.engine INFO: Epoch: [0] [180/610] learning_rate: 0.153600 loss_vfl: 1.698200 loss_bbox: 0.963752 loss_dfl: 0.642294 loss: 3.314347 eta: 2 days, 5:13:55 batch_cost: 0.9308 data_cost: 0.0004 ips: 51.5707 images/s [03/12 03:11:01] ppdet.engine INFO: Epoch: [0] [200/610] learning_rate: 0.168000 loss_vfl: 1.753146 loss_bbox: 0.988088 loss_dfl: 0.661650 loss: 3.393358 eta: 2 days, 4:38:58 batch_cost: 0.9341 data_cost: 0.0004 ips: 51.3880 images/s [03/12 03:11:23] ppdet.engine INFO: Epoch: [0] [220/610] learning_rate: 0.182400 loss_vfl: 1.705849 loss_bbox: 0.914538 loss_dfl: 0.617518 loss: 3.263266 eta: 2 days, 4:22:44 batch_cost: 0.9793 data_cost: 0.0004 ips: 49.0167 images/s [03/12 03:11:45] ppdet.engine INFO: Epoch: [0] [240/610] learning_rate: 0.196800 loss_vfl: 1.703604 loss_bbox: 0.883835 loss_dfl: 0.621623 loss: 3.237351 eta: 2 days, 3:48:44 batch_cost: 0.8985 data_cost: 0.0010 ips: 53.4226 images/s [03/12 03:12:06] ppdet.engine INFO: Epoch: [0] [260/610] learning_rate: 0.211200 loss_vfl: 1.681806 loss_bbox: 0.856567 loss_dfl: 0.595220 loss: 3.165461 eta: 2 days, 3:35:07 batch_cost: 0.9637 data_cost: 0.0013 ips: 49.8062 images/s [03/12 03:12:28] ppdet.engine INFO: Epoch: [0] [280/610] learning_rate: 0.225600 loss_vfl: 1.804584 loss_bbox: 0.856729 loss_dfl: 0.615964 loss: 3.273140 eta: 2 days, 3:04:41 batch_cost: 0.8774 data_cost: 0.0004 ips: 54.7079 images/s [03/12 03:12:49] ppdet.engine INFO: Epoch: [0] [300/610] learning_rate: 0.240000 loss_vfl: 1.669792 loss_bbox: 0.870989 loss_dfl: 0.593825 loss: 3.100804 eta: 2 days, 2:59:14 batch_cost: 0.9811 data_cost: 0.0004 ips: 48.9261 images/s [03/12 03:13:11] ppdet.engine INFO: Epoch: [0] [320/610] learning_rate: 0.240000 loss_vfl: 1.641498 loss_bbox: 0.850752 loss_dfl: 0.563009 loss: 3.038950 eta: 2 days, 2:51:35 batch_cost: 0.9661 data_cost: 0.0004 ips: 49.6820 images/s [03/12 03:13:32] ppdet.engine INFO: Epoch: [0] [340/610] learning_rate: 0.240000 loss_vfl: 1.655280 loss_bbox: 0.848737 loss_dfl: 0.589622 loss: 3.095877 eta: 2 days, 2:38:46 batch_cost: 0.9323 data_cost: 0.0004 ips: 51.4848 images/s [03/12 03:13:54] ppdet.engine INFO: Epoch: [0] [360/610] learning_rate: 0.240000 loss_vfl: 1.649455 loss_bbox: 0.814890 loss_dfl: 0.557610 loss: 2.983753 eta: 2 days, 2:41:39 batch_cost: 1.0172 data_cost: 0.0004 ips: 47.1868 images/s [03/12 03:14:16] ppdet.engine INFO: Epoch: [0] [380/610] learning_rate: 0.240000 loss_vfl: 1.589907 loss_bbox: 0.784143 loss_dfl: 0.541366 loss: 2.925713 eta: 2 days, 2:41:41 batch_cost: 1.0016 data_cost: 0.0004 ips: 47.9236 images/s [03/12 03:14:38] ppdet.engine INFO: Epoch: [0] [400/610] learning_rate: 0.240000 loss_vfl: 1.743345 loss_bbox: 0.845637 loss_dfl: 0.591717 loss: 3.163041 eta: 2 days, 2:36:58 batch_cost: 0.9704 data_cost: 0.0004 ips: 49.4642 images/s [03/12 03:14:59] ppdet.engine INFO: Epoch: [0] [420/610] learning_rate: 0.240000 loss_vfl: 1.682466 loss_bbox: 0.802728 loss_dfl: 0.567974 loss: 3.077466 eta: 2 days, 2:33:40 batch_cost: 0.9775 data_cost: 0.0004 ips: 49.1067 images/s [03/12 03:15:21] ppdet.engine INFO: Epoch: [0] [440/610] learning_rate: 0.240000 loss_vfl: 1.694198 loss_bbox: 0.828639 loss_dfl: 0.576542 loss: 3.069654 eta: 2 days, 2:29:03 batch_cost: 0.9659 data_cost: 0.0006 ips: 49.6951 images/s [03/12 03:15:42] ppdet.engine INFO: Epoch: [0] [460/610] learning_rate: 0.240000 loss_vfl: 1.599322 loss_bbox: 0.788820 loss_dfl: 0.551352 loss: 2.935101 eta: 2 days, 2:22:22 batch_cost: 0.9474 data_cost: 0.0004 ips: 50.6668 images/s [03/12 03:16:04] ppdet.engine INFO: Epoch: [0] [480/610] learning_rate: 0.239999 loss_vfl: 1.614346 loss_bbox: 0.763692 loss_dfl: 0.543023 loss: 2.903145 eta: 2 days, 2:18:36 batch_cost: 0.9663 data_cost: 0.0011 ips: 49.6750 images/s [03/12 03:16:26] ppdet.engine INFO: Epoch: [0] [500/610] learning_rate: 0.239999 loss_vfl: 1.670670 loss_bbox: 0.831536 loss_dfl: 0.581095 loss: 3.104989 eta: 2 days, 2:21:01 batch_cost: 1.0150 data_cost: 0.0004 ips: 47.2909 images/s [03/12 03:16:48] ppdet.engine INFO: Epoch: [0] [520/610] learning_rate: 0.239999 loss_vfl: 1.628983 loss_bbox: 0.775083 loss_dfl: 0.543045 loss: 2.986955 eta: 2 days, 2:26:09 batch_cost: 1.0399 data_cost: 0.0005 ips: 46.1589 images/s [03/12 03:17:09] ppdet.engine INFO: Epoch: [0] [540/610] learning_rate: 0.239999 loss_vfl: 1.661080 loss_bbox: 0.818324 loss_dfl: 0.561781 loss: 3.037404 eta: 2 days, 2:17:43 batch_cost: 0.9230 data_cost: 0.0004 ips: 52.0052 images/s [03/12 03:17:31] ppdet.engine INFO: Epoch: [0] [560/610] learning_rate: 0.239999 loss_vfl: 1.586415 loss_bbox: 0.744827 loss_dfl: 0.536240 loss: 2.923057 eta: 2 days, 2:15:27 batch_cost: 0.9745 data_cost: 0.0004 ips: 49.2558 images/s [03/12 03:17:53] ppdet.engine INFO: Epoch: [0] [580/610] learning_rate: 0.239999 loss_vfl: 1.595912 loss_bbox: 0.772336 loss_dfl: 0.544177 loss: 2.939776 eta: 2 days, 2:17:56 batch_cost: 1.0187 data_cost: 0.0004 ips: 47.1203 images/s [03/12 03:18:15] ppdet.engine INFO: Epoch: [0] [600/610] learning_rate: 0.239998 loss_vfl: 1.642257 loss_bbox: 0.753196 loss_dfl: 0.543644 loss: 2.990733 eta: 2 days, 2:15:00 batch_cost: 0.9668 data_cost: 0.0004 ips: 49.6494 images/s [03/12 03:18:33] ppdet.engine INFO: Epoch: [1] [ 0/610] learning_rate: 0.239998 loss_vfl: 1.559375 loss_bbox: 0.729893 loss_dfl: 0.509627 loss: 2.771045 eta: 2 days, 2:42:43 batch_cost: 1.2782 data_cost: 0.3303 ips: 37.5535 images/s [03/12 03:19:00] ppdet.engine INFO: Epoch: [1] [ 20/610] learning_rate: 0.239998 loss_vfl: 1.628961 loss_bbox: 0.795150 loss_dfl: 0.555844 loss: 2.977022 eta: 2 days, 3:05:41 batch_cost: 1.2428 data_cost: 0.0004 ips: 38.6229 images/s [03/12 03:19:22] ppdet.engine INFO: Epoch: [1] [ 40/610] learning_rate: 0.239998 loss_vfl: 1.584384 loss_bbox: 0.738463 loss_dfl: 0.527880 loss: 2.847903 eta: 2 days, 3:04:32 batch_cost: 0.9999 data_cost: 0.0004 ips: 48.0034 images/s [03/12 03:19:43] ppdet.engine INFO: Epoch: [1] [ 60/610] learning_rate: 0.239998 loss_vfl: 1.597784 loss_bbox: 0.760731 loss_dfl: 0.536854 loss: 2.877344 eta: 2 days, 2:57:26 batch_cost: 0.9338 data_cost: 0.0004 ips: 51.4043 images/s [03/12 03:20:04] ppdet.engine INFO: Epoch: [1] [ 80/610] learning_rate: 0.239997 loss_vfl: 1.525427 loss_bbox: 0.749062 loss_dfl: 0.529845 loss: 2.805272 eta: 2 days, 2:53:15 batch_cost: 0.9622 data_cost: 0.0004 ips: 49.8833 images/s [03/12 03:20:25] ppdet.engine INFO: Epoch: [1] [100/610] learning_rate: 0.239997 loss_vfl: 1.544187 loss_bbox: 0.716046 loss_dfl: 0.526735 loss: 2.782847 eta: 2 days, 2:45:03 batch_cost: 0.9129 data_cost: 0.0010 ips: 52.5780 images/s [03/12 03:20:48] ppdet.engine INFO: Epoch: [1] [120/610] learning_rate: 0.239997 loss_vfl: 1.638750 loss_bbox: 0.740796 loss_dfl: 0.518495 loss: 2.864298 eta: 2 days, 2:47:00 batch_cost: 1.0297 data_cost: 0.0004 ips: 46.6176 images/s [03/12 03:21:10] ppdet.engine INFO: Epoch: [1] [140/610] learning_rate: 0.239996 loss_vfl: 1.600650 loss_bbox: 0.742402 loss_dfl: 0.531190 loss: 2.835781 eta: 2 days, 2:45:37 batch_cost: 0.9900 data_cost: 0.0004 ips: 48.4826 images/s [03/12 03:21:32] ppdet.engine INFO: Epoch: [1] [160/610] learning_rate: 0.239996 loss_vfl: 1.627532 loss_bbox: 0.745488 loss_dfl: 0.545251 loss: 2.904088 eta: 2 days, 2:45:57 batch_cost: 1.0111 data_cost: 0.0005 ips: 47.4729 images/s [03/12 03:21:54] ppdet.engine INFO: Epoch: [1] [180/610] learning_rate: 0.239996 loss_vfl: 1.644950 loss_bbox: 0.787141 loss_dfl: 0.553164 loss: 2.962990 eta: 2 days, 2:44:08 batch_cost: 0.9838 data_cost: 0.0004 ips: 48.7915 images/s [03/12 03:22:15] ppdet.engine INFO: Epoch: [1] [200/610] learning_rate: 0.239995 loss_vfl: 1.529703 loss_bbox: 0.723710 loss_dfl: 0.519545 loss: 2.758382 eta: 2 days, 2:37:21 batch_cost: 0.9161 data_cost: 0.0010 ips: 52.3946 images/s [03/12 03:22:37] ppdet.engine INFO: Epoch: [1] [220/610] learning_rate: 0.239995 loss_vfl: 1.565832 loss_bbox: 0.732174 loss_dfl: 0.519142 loss: 2.824791 eta: 2 days, 2:36:58 batch_cost: 0.9996 data_cost: 0.0004 ips: 48.0214 images/s [03/12 03:22:58] ppdet.engine INFO: Epoch: [1] [240/610] learning_rate: 0.239995 loss_vfl: 1.555881 loss_bbox: 0.748597 loss_dfl: 0.524495 loss: 2.831985 eta: 2 days, 2:34:38 batch_cost: 0.9724 data_cost: 0.0004 ips: 49.3648 images/s [03/12 03:23:20] ppdet.engine INFO: Epoch: [1] [260/610] learning_rate: 0.239994 loss_vfl: 1.639106 loss_bbox: 0.769667 loss_dfl: 0.564870 loss: 2.991085 eta: 2 days, 2:32:05 batch_cost: 0.9678 data_cost: 0.0004 ips: 49.5967 images/s [03/12 03:23:41] ppdet.engine INFO: Epoch: [1] [280/610] learning_rate: 0.239994 loss_vfl: 1.501690 loss_bbox: 0.732547 loss_dfl: 0.515942 loss: 2.740817 eta: 2 days, 2:22:46 batch_cost: 0.8669 data_cost: 0.0004 ips: 55.3681 images/s [03/12 03:24:02] ppdet.engine INFO: Epoch: [1] [300/610] learning_rate: 0.239993 loss_vfl: 1.531445 loss_bbox: 0.699547 loss_dfl: 0.518455 loss: 2.793236 eta: 2 days, 2:20:50 batch_cost: 0.9719 data_cost: 0.0004 ips: 49.3860 images/s [03/12 03:24:23] ppdet.engine INFO: Epoch: [1] [320/610] learning_rate: 0.239993 loss_vfl: 1.483484 loss_bbox: 0.714080 loss_dfl: 0.514276 loss: 2.703010 eta: 2 days, 2:16:48 batch_cost: 0.9386 data_cost: 0.0004 ips: 51.1383 images/s [03/12 03:24:44] ppdet.engine INFO: Epoch: [1] [340/610] learning_rate: 0.239993 loss_vfl: 1.488688 loss_bbox: 0.690928 loss_dfl: 0.500433 loss: 2.673578 eta: 2 days, 2:10:11 batch_cost: 0.8956 data_cost: 0.0004 ips: 53.5965 images/s [03/12 03:25:05] ppdet.engine INFO: Epoch: [1] [360/610] learning_rate: 0.239992 loss_vfl: 1.582839 loss_bbox: 0.755570 loss_dfl: 0.543567 loss: 2.877113 eta: 2 days, 2:07:40 batch_cost: 0.9571 data_cost: 0.0004 ips: 50.1524 images/s [03/12 03:25:27] ppdet.engine INFO: Epoch: [1] [380/610] learning_rate: 0.239992 loss_vfl: 1.486382 loss_bbox: 0.703592 loss_dfl: 0.511572 loss: 2.722001 eta: 2 days, 2:04:42 batch_cost: 0.9483 data_cost: 0.0004 ips: 50.6162 images/s [03/12 03:25:50] ppdet.engine INFO: Epoch: [1] [400/610] learning_rate: 0.239991 loss_vfl: 1.480372 loss_bbox: 0.683067 loss_dfl: 0.496217 loss: 2.666309 eta: 2 days, 2:07:21 batch_cost: 1.0403 data_cost: 0.0005 ips: 46.1399 images/s [03/12 03:26:12] ppdet.engine INFO: Epoch: [1] [420/610] learning_rate: 0.239991 loss_vfl: 1.434602 loss_bbox: 0.695554 loss_dfl: 0.496140 loss: 2.619745 eta: 2 days, 2:04:20 batch_cost: 0.9458 data_cost: 0.0004 ips: 50.7494 images/s [03/12 03:26:34] ppdet.engine INFO: Epoch: [1] [440/610] learning_rate: 0.239990 loss_vfl: 1.557063 loss_bbox: 0.743262 loss_dfl: 0.532174 loss: 2.872327 eta: 2 days, 2:01:18 batch_cost: 0.9438 data_cost: 0.0004 ips: 50.8585 images/s [03/12 03:26:54] ppdet.engine INFO: Epoch: [1] [460/610] learning_rate: 0.239989 loss_vfl: 1.574375 loss_bbox: 0.730193 loss_dfl: 0.520469 loss: 2.827487 eta: 2 days, 1:58:11 batch_cost: 0.9405 data_cost: 0.0004 ips: 51.0385 images/s [03/12 03:27:16] ppdet.engine INFO: Epoch: [1] [480/610] learning_rate: 0.239989 loss_vfl: 1.461242 loss_bbox: 0.696032 loss_dfl: 0.489932 loss: 2.626246 eta: 2 days, 1:53:42 batch_cost: 0.9139 data_cost: 0.0004 ips: 52.5202 images/s [03/12 03:27:38] ppdet.engine INFO: Epoch: [1] [500/610] learning_rate: 0.239988 loss_vfl: 1.498280 loss_bbox: 0.670178 loss_dfl: 0.488449 loss: 2.646451 eta: 2 days, 1:55:03 batch_cost: 1.0184 data_cost: 0.0004 ips: 47.1320 images/s [03/12 03:28:00] ppdet.engine INFO: Epoch: [1] [520/610] learning_rate: 0.239988 loss_vfl: 1.384768 loss_bbox: 0.618312 loss_dfl: 0.463562 loss: 2.464799 eta: 2 days, 1:52:42 batch_cost: 0.9503 data_cost: 0.0010 ips: 50.5117 images/s [03/12 03:28:21] ppdet.engine INFO: Epoch: [1] [540/610] learning_rate: 0.239987 loss_vfl: 1.529898 loss_bbox: 0.697713 loss_dfl: 0.526179 loss: 2.765341 eta: 2 days, 1:48:32 batch_cost: 0.9144 data_cost: 0.0010 ips: 52.4938 images/s [03/12 03:28:44] ppdet.engine INFO: Epoch: [1] [560/610] learning_rate: 0.239987 loss_vfl: 1.558422 loss_bbox: 0.698520 loss_dfl: 0.510224 loss: 2.760620 eta: 2 days, 1:50:12 batch_cost: 1.0247 data_cost: 0.0004 ips: 46.8436 images/s [03/12 03:29:03] ppdet.engine INFO: Epoch: [1] [580/610] learning_rate: 0.239986 loss_vfl: 1.550060 loss_bbox: 0.759936 loss_dfl: 0.525604 loss: 2.799482 eta: 2 days, 1:43:35 batch_cost: 0.8631 data_cost: 0.0004 ips: 55.6134 images/s [03/12 03:29:25] ppdet.engine INFO: Epoch: [1] [600/610] learning_rate: 0.239985 loss_vfl: 1.342925 loss_bbox: 0.662305 loss_dfl: 0.463073 loss: 2.423359 eta: 2 days, 1:40:53 batch_cost: 0.9370 data_cost: 0.0005 ips: 51.2284 images/s [03/12 03:29:46] ppdet.engine INFO: Epoch: [2] [ 0/610] learning_rate: 0.239985 loss_vfl: 1.488400 loss_bbox: 0.684784 loss_dfl: 0.495173 loss: 2.700972 eta: 2 days, 2:00:57 batch_cost: 1.3492 data_cost: 0.4317 ips: 35.5754 images/s [03/12 03:30:11] ppdet.engine INFO: Epoch: [2] [ 20/610] learning_rate: 0.239984 loss_vfl: 1.465620 loss_bbox: 0.658791 loss_dfl: 0.494936 loss: 2.639867 eta: 2 days, 2:05:23 batch_cost: 1.0881 data_cost: 0.0004 ips: 44.1135 images/s [03/12 03:30:30] ppdet.engine INFO: Epoch: [2] [ 40/610] learning_rate: 0.239984 loss_vfl: 1.481693 loss_bbox: 0.683310 loss_dfl: 0.507139 loss: 2.648070 eta: 2 days, 1:58:42 batch_cost: 0.8601 data_cost: 0.0004 ips: 55.8103 images/s [03/12 03:30:52] ppdet.engine INFO: Epoch: [2] [ 60/610] learning_rate: 0.239983 loss_vfl: 1.592062 loss_bbox: 0.733334 loss_dfl: 0.543453 loss: 2.900673 eta: 2 days, 1:54:17 batch_cost: 0.9032 data_cost: 0.0004 ips: 53.1416 images/s [03/12 03:31:14] ppdet.engine INFO: Epoch: [2] [ 80/610] learning_rate: 0.239982 loss_vfl: 1.456869 loss_bbox: 0.675642 loss_dfl: 0.491998 loss: 2.604213 eta: 2 days, 1:54:59 batch_cost: 1.0111 data_cost: 0.0004 ips: 47.4749 images/s [03/12 03:31:38] ppdet.engine INFO: Epoch: [2] [100/610] learning_rate: 0.239982 loss_vfl: 1.477136 loss_bbox: 0.727819 loss_dfl: 0.526904 loss: 2.727895 eta: 2 days, 2:01:11 batch_cost: 1.1314 data_cost: 0.0003 ips: 42.4244 images/s [03/12 03:32:00] ppdet.engine INFO: Epoch: [2] [120/610] learning_rate: 0.239981 loss_vfl: 1.460046 loss_bbox: 0.678853 loss_dfl: 0.490693 loss: 2.615769 eta: 2 days, 1:57:22 batch_cost: 0.9139 data_cost: 0.0004 ips: 52.5225 images/s [03/12 03:32:22] ppdet.engine INFO: Epoch: [2] [140/610] learning_rate: 0.239980 loss_vfl: 1.467695 loss_bbox: 0.694401 loss_dfl: 0.507931 loss: 2.670017 eta: 2 days, 1:56:27 batch_cost: 0.9767 data_cost: 0.0004 ips: 49.1433 images/s [03/12 03:32:44] ppdet.engine INFO: Epoch: [2] [160/610] learning_rate: 0.239979 loss_vfl: 1.517908 loss_bbox: 0.720123 loss_dfl: 0.524528 loss: 2.768200 eta: 2 days, 1:54:41 batch_cost: 0.9571 data_cost: 0.0004 ips: 50.1540 images/s [03/12 03:33:06] ppdet.engine INFO: Epoch: [2] [180/610] learning_rate: 0.239979 loss_vfl: 1.383578 loss_bbox: 0.668027 loss_dfl: 0.494095 loss: 2.573754 eta: 2 days, 1:54:38 batch_cost: 0.9957 data_cost: 0.0004 ips: 48.2059 images/s [03/12 03:33:26] ppdet.engine INFO: Epoch: [2] [200/610] learning_rate: 0.239978 loss_vfl: 1.535380 loss_bbox: 0.719644 loss_dfl: 0.527872 loss: 2.796100 eta: 2 days, 1:52:26 batch_cost: 0.9456 data_cost: 0.0004 ips: 50.7600 images/s [03/12 03:33:48] ppdet.engine INFO: Epoch: [2] [220/610] learning_rate: 0.239977 loss_vfl: 1.492855 loss_bbox: 0.669955 loss_dfl: 0.496173 loss: 2.660214 eta: 2 days, 1:51:37 batch_cost: 0.9772 data_cost: 0.0004 ips: 49.1178 images/s [03/12 03:34:10] ppdet.engine INFO: Epoch: [2] [240/610] learning_rate: 0.239976 loss_vfl: 1.427427 loss_bbox: 0.681585 loss_dfl: 0.497885 loss: 2.626249 eta: 2 days, 1:51:44 batch_cost: 0.9993 data_cost: 0.0004 ips: 48.0339 images/s [03/12 03:34:32] ppdet.engine INFO: Epoch: [2] [260/610] learning_rate: 0.239975 loss_vfl: 1.477239 loss_bbox: 0.703006 loss_dfl: 0.515332 loss: 2.728908 eta: 2 days, 1:49:59 batch_cost: 0.9540 data_cost: 0.0008 ips: 50.3140 images/s [03/12 03:34:54] ppdet.engine INFO: Epoch: [2] [280/610] learning_rate: 0.239974 loss_vfl: 1.484388 loss_bbox: 0.686791 loss_dfl: 0.506393 loss: 2.714147 eta: 2 days, 1:48:58 batch_cost: 0.9711 data_cost: 0.0004 ips: 49.4265 images/s [03/12 03:35:15] ppdet.engine INFO: Epoch: [2] [300/610] learning_rate: 0.239974 loss_vfl: 1.437292 loss_bbox: 0.688843 loss_dfl: 0.490777 loss: 2.574581 eta: 2 days, 1:48:15 batch_cost: 0.9784 data_cost: 0.0004 ips: 49.0596 images/s [03/12 03:35:38] ppdet.engine INFO: Epoch: [2] [320/610] learning_rate: 0.239973 loss_vfl: 1.597819 loss_bbox: 0.748731 loss_dfl: 0.552743 loss: 2.919316 eta: 2 days, 1:49:10 batch_cost: 1.0198 data_cost: 0.0004 ips: 47.0700 images/s [03/12 03:36:00] ppdet.engine INFO: Epoch: [2] [340/610] learning_rate: 0.239972 loss_vfl: 1.415897 loss_bbox: 0.675664 loss_dfl: 0.490417 loss: 2.598307 eta: 2 days, 1:46:11 batch_cost: 0.9200 data_cost: 0.0004 ips: 52.1717 images/s [03/12 03:36:24] ppdet.engine INFO: Epoch: [2] [360/610] learning_rate: 0.239971 loss_vfl: 1.507520 loss_bbox: 0.701281 loss_dfl: 0.522831 loss: 2.744857 eta: 2 days, 1:49:06 batch_cost: 1.0720 data_cost: 0.0004 ips: 44.7748 images/s [03/12 03:36:45] ppdet.engine INFO: Epoch: [2] [380/610] learning_rate: 0.239970 loss_vfl: 1.486639 loss_bbox: 0.694932 loss_dfl: 0.518833 loss: 2.724800 eta: 2 days, 1:45:57 batch_cost: 0.9142 data_cost: 0.0004 ips: 52.5052 images/s [03/12 03:37:05] ppdet.engine INFO: Epoch: [2] [400/610] learning_rate: 0.239969 loss_vfl: 1.404738 loss_bbox: 0.686760 loss_dfl: 0.493457 loss: 2.583414 eta: 2 days, 1:43:46 batch_cost: 0.9379 data_cost: 0.0004 ips: 51.1794 images/s [03/12 03:37:28] ppdet.engine INFO: Epoch: [2] [420/610] learning_rate: 0.239968 loss_vfl: 1.596586 loss_bbox: 0.760540 loss_dfl: 0.549706 loss: 2.878879 eta: 2 days, 1:43:01 batch_cost: 0.9756 data_cost: 0.0004 ips: 49.2024 images/s [03/12 03:37:49] ppdet.engine INFO: Epoch: [2] [440/610] learning_rate: 0.239967 loss_vfl: 1.458524 loss_bbox: 0.689813 loss_dfl: 0.512461 loss: 2.688550 eta: 2 days, 1:40:02 batch_cost: 0.9141 data_cost: 0.0004 ips: 52.5098 images/s [03/12 03:38:12] ppdet.engine INFO: Epoch: [2] [460/610] learning_rate: 0.239966 loss_vfl: 1.416434 loss_bbox: 0.681927 loss_dfl: 0.501438 loss: 2.608169 eta: 2 days, 1:40:59 batch_cost: 1.0213 data_cost: 0.0005 ips: 47.0006 images/s [03/12 03:38:33] ppdet.engine INFO: Epoch: [2] [480/610] learning_rate: 0.239965 loss_vfl: 1.366366 loss_bbox: 0.661998 loss_dfl: 0.473551 loss: 2.527302 eta: 2 days, 1:37:22 batch_cost: 0.8938 data_cost: 0.0005 ips: 53.7027 images/s [03/12 03:38:54] ppdet.engine INFO: Epoch: [2] [500/610] learning_rate: 0.239964 loss_vfl: 1.454389 loss_bbox: 0.697699 loss_dfl: 0.500593 loss: 2.641077 eta: 2 days, 1:36:02 batch_cost: 0.9571 data_cost: 0.0004 ips: 50.1537 images/s [03/12 03:39:16] ppdet.engine INFO: Epoch: [2] [520/610] learning_rate: 0.239963 loss_vfl: 1.423883 loss_bbox: 0.653440 loss_dfl: 0.482141 loss: 2.604168 eta: 2 days, 1:35:17 batch_cost: 0.9727 data_cost: 0.0004 ips: 49.3466 images/s [03/12 03:39:36] ppdet.engine INFO: Epoch: [2] [540/610] learning_rate: 0.239962 loss_vfl: 1.456189 loss_bbox: 0.694699 loss_dfl: 0.500248 loss: 2.622495 eta: 2 days, 1:31:53 batch_cost: 0.8954 data_cost: 0.0004 ips: 53.6073 images/s [03/12 03:39:59] ppdet.engine INFO: Epoch: [2] [560/610] learning_rate: 0.239961 loss_vfl: 1.385455 loss_bbox: 0.670926 loss_dfl: 0.476014 loss: 2.508462 eta: 2 days, 1:33:16 batch_cost: 1.0345 data_cost: 0.0004 ips: 46.4003 images/s [03/12 03:40:20] ppdet.engine INFO: Epoch: [2] [580/610] learning_rate: 0.239960 loss_vfl: 1.528450 loss_bbox: 0.734046 loss_dfl: 0.533781 loss: 2.765800 eta: 2 days, 1:32:09 batch_cost: 0.9606 data_cost: 0.0004 ips: 49.9680 images/s [03/12 03:40:41] ppdet.engine INFO: Epoch: [2] [600/610] learning_rate: 0.239959 loss_vfl: 1.431930 loss_bbox: 0.702008 loss_dfl: 0.513326 loss: 2.634951 eta: 2 days, 1:29:43 batch_cost: 0.9208 data_cost: 0.0007 ips: 52.1296 images/s [03/12 03:40:58] ppdet.engine INFO: Epoch: [3] [ 0/610] learning_rate: 0.239958 loss_vfl: 1.437161 loss_bbox: 0.707245 loss_dfl: 0.496016 loss: 2.621910 eta: 2 days, 1:35:24 batch_cost: 1.0737 data_cost: 0.4136 ips: 44.7045 images/s [03/12 03:41:25] ppdet.engine INFO: Epoch: [3] [ 20/610] learning_rate: 0.239957 loss_vfl: 1.389914 loss_bbox: 0.670049 loss_dfl: 0.483296 loss: 2.550200 eta: 2 days, 1:44:09 batch_cost: 1.2636 data_cost: 0.0004 ips: 37.9863 images/s [03/12 03:41:48] ppdet.engine INFO: Epoch: [3] [ 40/610] learning_rate: 0.239956 loss_vfl: 1.375065 loss_bbox: 0.657537 loss_dfl: 0.479097 loss: 2.496597 eta: 2 days, 1:43:45 batch_cost: 0.9861 data_cost: 0.0004 ips: 48.6779 images/s [03/12 03:42:10] ppdet.engine INFO: Epoch: [3] [ 60/610] learning_rate: 0.239955 loss_vfl: 1.456681 loss_bbox: 0.680683 loss_dfl: 0.506196 loss: 2.651458 eta: 2 days, 1:43:34 batch_cost: 0.9931 data_cost: 0.0008 ips: 48.3343 images/s [03/12 03:42:31] ppdet.engine INFO: Epoch: [3] [ 80/610] learning_rate: 0.239954 loss_vfl: 1.397143 loss_bbox: 0.663293 loss_dfl: 0.482659 loss: 2.531455 eta: 2 days, 1:42:07 batch_cost: 0.9527 data_cost: 0.0004 ips: 50.3840 images/s [03/12 03:42:54] ppdet.engine INFO: Epoch: [3] [100/610] learning_rate: 0.239953 loss_vfl: 1.393612 loss_bbox: 0.649092 loss_dfl: 0.478488 loss: 2.465606 eta: 2 days, 1:41:18 batch_cost: 0.9729 data_cost: 0.0005 ips: 49.3355 images/s [03/12 03:43:15] ppdet.engine INFO: Epoch: [3] [120/610] learning_rate: 0.239952 loss_vfl: 1.348909 loss_bbox: 0.628756 loss_dfl: 0.468359 loss: 2.453375 eta: 2 days, 1:40:33 batch_cost: 0.9740 data_cost: 0.0006 ips: 49.2820 images/s [03/12 03:43:37] ppdet.engine INFO: Epoch: [3] [140/610] learning_rate: 0.239951 loss_vfl: 1.478417 loss_bbox: 0.696023 loss_dfl: 0.515534 loss: 2.698767 eta: 2 days, 1:40:39 batch_cost: 1.0021 data_cost: 0.0005 ips: 47.9000 images/s [03/12 03:43:59] ppdet.engine INFO: Epoch: [3] [160/610] learning_rate: 0.239949 loss_vfl: 1.420363 loss_bbox: 0.718592 loss_dfl: 0.513629 loss: 2.668157 eta: 2 days, 1:40:42 batch_cost: 0.9999 data_cost: 0.0004 ips: 48.0045 images/s [03/12 03:44:22] ppdet.engine INFO: Epoch: [3] [180/610] learning_rate: 0.239948 loss_vfl: 1.380366 loss_bbox: 0.659652 loss_dfl: 0.484228 loss: 2.507518 eta: 2 days, 1:41:06 batch_cost: 1.0128 data_cost: 0.0004 ips: 47.3914 images/s [03/12 03:44:43] ppdet.engine INFO: Epoch: [3] [200/610] learning_rate: 0.239947 loss_vfl: 1.385186 loss_bbox: 0.694792 loss_dfl: 0.497167 loss: 2.622166 eta: 2 days, 1:40:01 batch_cost: 0.9629 data_cost: 0.0004 ips: 49.8515 images/s [03/12 03:45:05] ppdet.engine INFO: Epoch: [3] [220/610] learning_rate: 0.239946 loss_vfl: 1.457153 loss_bbox: 0.662932 loss_dfl: 0.506085 loss: 2.628057 eta: 2 days, 1:38:40 batch_cost: 0.9529 data_cost: 0.0004 ips: 50.3750 images/s [03/12 03:45:27] ppdet.engine INFO: Epoch: [3] [240/610] learning_rate: 0.239944 loss_vfl: 1.353706 loss_bbox: 0.698485 loss_dfl: 0.509146 loss: 2.586620 eta: 2 days, 1:39:19 batch_cost: 1.0213 data_cost: 0.0011 ips: 46.9977 images/s [03/12 03:45:48] ppdet.engine INFO: Epoch: [3] [260/610] learning_rate: 0.239943 loss_vfl: 1.468160 loss_bbox: 0.743681 loss_dfl: 0.526261 loss: 2.736146 eta: 2 days, 1:36:24 batch_cost: 0.8988 data_cost: 0.0004 ips: 53.4054 images/s [03/12 03:46:10] ppdet.engine INFO: Epoch: [3] [280/610] learning_rate: 0.239942 loss_vfl: 1.431085 loss_bbox: 0.665598 loss_dfl: 0.498713 loss: 2.576647 eta: 2 days, 1:36:25 batch_cost: 0.9988 data_cost: 0.0004 ips: 48.0565 images/s [03/12 03:46:32] ppdet.engine INFO: Epoch: [3] [300/610] learning_rate: 0.239941 loss_vfl: 1.380166 loss_bbox: 0.655182 loss_dfl: 0.494592 loss: 2.554183 eta: 2 days, 1:33:41 batch_cost: 0.9024 data_cost: 0.0004 ips: 53.1924 images/s [03/12 03:46:53] ppdet.engine INFO: Epoch: [3] [320/610] learning_rate: 0.239939 loss_vfl: 1.380082 loss_bbox: 0.638216 loss_dfl: 0.474477 loss: 2.494813 eta: 2 days, 1:32:33 batch_cost: 0.9579 data_cost: 0.0004 ips: 50.1104 images/s [03/12 03:47:16] ppdet.engine INFO: Epoch: [3] [340/610] learning_rate: 0.239938 loss_vfl: 1.375928 loss_bbox: 0.674618 loss_dfl: 0.498111 loss: 2.552503 eta: 2 days, 1:33:50 batch_cost: 1.0440 data_cost: 0.0004 ips: 45.9772 images/s [03/12 03:47:38] ppdet.engine INFO: Epoch: [3] [360/610] learning_rate: 0.239937 loss_vfl: 1.354689 loss_bbox: 0.661603 loss_dfl: 0.468415 loss: 2.477792 eta: 2 days, 1:32:51 batch_cost: 0.9633 data_cost: 0.0015 ips: 49.8280 images/s [03/12 03:47:58] ppdet.engine INFO: Epoch: [3] [380/610] learning_rate: 0.239935 loss_vfl: 1.382798 loss_bbox: 0.627162 loss_dfl: 0.478921 loss: 2.502477 eta: 2 days, 1:28:21 batch_cost: 0.8331 data_cost: 0.0005 ips: 57.6136 images/s [03/12 03:48:20] ppdet.engine INFO: Epoch: [3] [400/610] learning_rate: 0.239934 loss_vfl: 1.406589 loss_bbox: 0.709513 loss_dfl: 0.512240 loss: 2.612450 eta: 2 days, 1:26:37 batch_cost: 0.9333 data_cost: 0.0005 ips: 51.4289 images/s [03/12 03:48:42] ppdet.engine INFO: Epoch: [3] [420/610] learning_rate: 0.239933 loss_vfl: 1.324276 loss_bbox: 0.626556 loss_dfl: 0.462961 loss: 2.399464 eta: 2 days, 1:26:41 batch_cost: 0.9995 data_cost: 0.0004 ips: 48.0248 images/s [03/12 03:49:04] ppdet.engine INFO: Epoch: [3] [440/610] learning_rate: 0.239931 loss_vfl: 1.271637 loss_bbox: 0.620853 loss_dfl: 0.461677 loss: 2.351273 eta: 2 days, 1:27:06 batch_cost: 1.0130 data_cost: 0.0004 ips: 47.3847 images/s [03/12 03:49:27] ppdet.engine INFO: Epoch: [3] [460/610] learning_rate: 0.239930 loss_vfl: 1.364451 loss_bbox: 0.604653 loss_dfl: 0.457395 loss: 2.437276 eta: 2 days, 1:26:39 batch_cost: 0.9801 data_cost: 0.0004 ips: 48.9723 images/s [03/12 03:49:48] ppdet.engine INFO: Epoch: [3] [480/610] learning_rate: 0.239928 loss_vfl: 1.398074 loss_bbox: 0.694856 loss_dfl: 0.508978 loss: 2.583663 eta: 2 days, 1:25:39 batch_cost: 0.9589 data_cost: 0.0004 ips: 50.0562 images/s [03/12 03:50:10] ppdet.engine INFO: Epoch: [3] [500/610] learning_rate: 0.239927 loss_vfl: 1.332184 loss_bbox: 0.641316 loss_dfl: 0.481544 loss: 2.480558 eta: 2 days, 1:25:07 batch_cost: 0.9768 data_cost: 0.0004 ips: 49.1381 images/s [03/12 03:50:32] ppdet.engine INFO: Epoch: [3] [520/610] learning_rate: 0.239925 loss_vfl: 1.475168 loss_bbox: 0.712721 loss_dfl: 0.516002 loss: 2.703038 eta: 2 days, 1:24:02 batch_cost: 0.9555 data_cost: 0.0004 ips: 50.2351 images/s [03/12 03:50:53] ppdet.engine INFO: Epoch: [3] [540/610] learning_rate: 0.239924 loss_vfl: 1.379079 loss_bbox: 0.691917 loss_dfl: 0.516612 loss: 2.572463 eta: 2 days, 1:22:01 batch_cost: 0.9177 data_cost: 0.0004 ips: 52.3037 images/s [03/12 03:51:15] ppdet.engine INFO: Epoch: [3] [560/610] learning_rate: 0.239923 loss_vfl: 1.378791 loss_bbox: 0.657892 loss_dfl: 0.478451 loss: 2.490066 eta: 2 days, 1:21:12 batch_cost: 0.9648 data_cost: 0.0004 ips: 49.7490 images/s [03/12 03:51:37] ppdet.engine INFO: Epoch: [3] [580/610] learning_rate: 0.239921 loss_vfl: 1.443708 loss_bbox: 0.706252 loss_dfl: 0.521175 loss: 2.668396 eta: 2 days, 1:19:30 batch_cost: 0.9288 data_cost: 0.0006 ips: 51.6793 images/s [03/12 03:51:58] ppdet.engine INFO: Epoch: [3] [600/610] learning_rate: 0.239920 loss_vfl: 1.362858 loss_bbox: 0.670385 loss_dfl: 0.494618 loss: 2.562398 eta: 2 days, 1:19:22 batch_cost: 0.9908 data_cost: 0.0005 ips: 48.4433 images/s [03/12 03:52:19] ppdet.engine INFO: Epoch: [4] [ 0/610] learning_rate: 0.239919 loss_vfl: 1.312260 loss_bbox: 0.646281 loss_dfl: 0.471364 loss: 2.394740 eta: 2 days, 1:28:30 batch_cost: 1.3711 data_cost: 0.4615 ips: 35.0084 images/s [03/12 03:52:44] ppdet.engine INFO: Epoch: [4] [ 20/610] learning_rate: 0.239917 loss_vfl: 1.430428 loss_bbox: 0.679862 loss_dfl: 0.495922 loss: 2.571647 eta: 2 days, 1:32:21 batch_cost: 1.1573 data_cost: 0.0004 ips: 41.4754 images/s [03/12 03:53:06] ppdet.engine INFO: Epoch: [4] [ 40/610] learning_rate: 0.239916 loss_vfl: 1.400569 loss_bbox: 0.664033 loss_dfl: 0.506941 loss: 2.640570 eta: 2 days, 1:32:26 batch_cost: 1.0047 data_cost: 0.0004 ips: 47.7750 images/s [03/12 03:53:27] ppdet.engine INFO: Epoch: [4] [ 60/610] learning_rate: 0.239914 loss_vfl: 1.359260 loss_bbox: 0.652661 loss_dfl: 0.477010 loss: 2.510601 eta: 2 days, 1:29:16 batch_cost: 0.8705 data_cost: 0.0004 ips: 55.1418 images/s [03/12 03:53:49] ppdet.engine INFO: Epoch: [4] [ 80/610] learning_rate: 0.239913 loss_vfl: 1.393668 loss_bbox: 0.677695 loss_dfl: 0.496626 loss: 2.566411 eta: 2 days, 1:28:18 batch_cost: 0.9602 data_cost: 0.0004 ips: 49.9912 images/s [03/12 03:54:10] ppdet.engine INFO: Epoch: [4] [100/610] learning_rate: 0.239911 loss_vfl: 1.315364 loss_bbox: 0.609297 loss_dfl: 0.447014 loss: 2.357839 eta: 2 days, 1:26:14 batch_cost: 0.9136 data_cost: 0.0007 ips: 52.5410 images/s [03/12 03:54:31] ppdet.engine INFO: Epoch: [4] [120/610] learning_rate: 0.239909 loss_vfl: 1.446281 loss_bbox: 0.704828 loss_dfl: 0.532368 loss: 2.704786 eta: 2 days, 1:25:34 batch_cost: 0.9714 data_cost: 0.0004 ips: 49.4156 images/s [03/12 03:54:53] ppdet.engine INFO: Epoch: [4] [140/610] learning_rate: 0.239908 loss_vfl: 1.318964 loss_bbox: 0.633821 loss_dfl: 0.460290 loss: 2.428835 eta: 2 days, 1:24:56 batch_cost: 0.9732 data_cost: 0.0012 ips: 49.3226 images/s [03/12 03:55:16] ppdet.engine INFO: Epoch: [4] [160/610] learning_rate: 0.239906 loss_vfl: 1.299652 loss_bbox: 0.622058 loss_dfl: 0.478372 loss: 2.406295 eta: 2 days, 1:24:20 batch_cost: 0.9744 data_cost: 0.0011 ips: 49.2633 images/s [03/12 03:55:38] ppdet.engine INFO: Epoch: [4] [180/610] learning_rate: 0.239905 loss_vfl: 1.410132 loss_bbox: 0.658675 loss_dfl: 0.495230 loss: 2.540194 eta: 2 days, 1:23:26 batch_cost: 0.9613 data_cost: 0.0004 ips: 49.9304 images/s [03/12 03:55:58] ppdet.engine INFO: Epoch: [4] [200/610] learning_rate: 0.239903 loss_vfl: 1.342820 loss_bbox: 0.669707 loss_dfl: 0.492970 loss: 2.495495 eta: 2 days, 1:22:18 batch_cost: 0.9502 data_cost: 0.0004 ips: 50.5149 images/s [03/12 03:56:20] ppdet.engine INFO: Epoch: [4] [220/610] learning_rate: 0.239901 loss_vfl: 1.371673 loss_bbox: 0.679790 loss_dfl: 0.491902 loss: 2.550942 eta: 2 days, 1:20:57 batch_cost: 0.9399 data_cost: 0.0004 ips: 51.0672 images/s [03/12 03:56:41] ppdet.engine INFO: Epoch: [4] [240/610] learning_rate: 0.239900 loss_vfl: 1.327373 loss_bbox: 0.630809 loss_dfl: 0.480747 loss: 2.469141 eta: 2 days, 1:20:40 batch_cost: 0.9872 data_cost: 0.0005 ips: 48.6203 images/s [03/12 03:57:02] ppdet.engine INFO: Epoch: [4] [260/610] learning_rate: 0.239898 loss_vfl: 1.357751 loss_bbox: 0.627292 loss_dfl: 0.493765 loss: 2.480924 eta: 2 days, 1:17:57 batch_cost: 0.8779 data_cost: 0.0004 ips: 54.6770 images/s [03/12 03:57:24] ppdet.engine INFO: Epoch: [4] [280/610] learning_rate: 0.239896 loss_vfl: 1.338471 loss_bbox: 0.654141 loss_dfl: 0.476539 loss: 2.424153 eta: 2 days, 1:16:40 batch_cost: 0.9411 data_cost: 0.0004 ips: 51.0014 images/s [03/12 03:57:45] ppdet.engine INFO: Epoch: [4] [300/610] learning_rate: 0.239894 loss_vfl: 1.306680 loss_bbox: 0.627997 loss_dfl: 0.482614 loss: 2.425597 eta: 2 days, 1:15:07 batch_cost: 0.9279 data_cost: 0.0004 ips: 51.7287 images/s [03/12 03:58:07] ppdet.engine INFO: Epoch: [4] [320/610] learning_rate: 0.239893 loss_vfl: 1.355899 loss_bbox: 0.636408 loss_dfl: 0.471599 loss: 2.438631 eta: 2 days, 1:14:26 batch_cost: 0.9676 data_cost: 0.0004 ips: 49.6085 images/s [03/12 03:58:28] ppdet.engine INFO: Epoch: [4] [340/610] learning_rate: 0.239891 loss_vfl: 1.395448 loss_bbox: 0.695633 loss_dfl: 0.510100 loss: 2.618077 eta: 2 days, 1:12:50 batch_cost: 0.9243 data_cost: 0.0004 ips: 51.9330 images/s [03/12 03:58:49] ppdet.engine INFO: Epoch: [4] [360/610] learning_rate: 0.239889 loss_vfl: 1.245733 loss_bbox: 0.579547 loss_dfl: 0.439844 loss: 2.280480 eta: 2 days, 1:11:47 batch_cost: 0.9496 data_cost: 0.0004 ips: 50.5501 images/s [03/12 03:59:10] ppdet.engine INFO: Epoch: [4] [380/610] learning_rate: 0.239887 loss_vfl: 1.406968 loss_bbox: 0.673203 loss_dfl: 0.503664 loss: 2.568024 eta: 2 days, 1:10:57 batch_cost: 0.9596 data_cost: 0.0004 ips: 50.0222 images/s [03/12 03:59:31] ppdet.engine INFO: Epoch: [4] [400/610] learning_rate: 0.239886 loss_vfl: 1.342971 loss_bbox: 0.646756 loss_dfl: 0.491690 loss: 2.488345 eta: 2 days, 1:10:30 batch_cost: 0.9765 data_cost: 0.0005 ips: 49.1535 images/s [03/12 03:59:53] ppdet.engine INFO: Epoch: [4] [420/610] learning_rate: 0.239884 loss_vfl: 1.422093 loss_bbox: 0.691387 loss_dfl: 0.510089 loss: 2.619661 eta: 2 days, 1:10:15 batch_cost: 0.9863 data_cost: 0.0014 ips: 48.6685 images/s [03/12 04:00:14] ppdet.engine INFO: Epoch: [4] [440/610] learning_rate: 0.239882 loss_vfl: 1.305773 loss_bbox: 0.603868 loss_dfl: 0.454273 loss: 2.363300 eta: 2 days, 1:09:03 batch_cost: 0.9410 data_cost: 0.0004 ips: 51.0100 images/s [03/12 04:00:36] ppdet.engine INFO: Epoch: [4] [460/610] learning_rate: 0.239880 loss_vfl: 1.349889 loss_bbox: 0.625850 loss_dfl: 0.477008 loss: 2.459335 eta: 2 days, 1:08:35 batch_cost: 0.9755 data_cost: 0.0004 ips: 49.2080 images/s [03/12 04:00:59] ppdet.engine INFO: Epoch: [4] [480/610] learning_rate: 0.239878 loss_vfl: 1.261168 loss_bbox: 0.631033 loss_dfl: 0.449300 loss: 2.307377 eta: 2 days, 1:07:56 batch_cost: 0.9668 data_cost: 0.0004 ips: 49.6482 images/s [03/12 04:01:21] ppdet.engine INFO: Epoch: [4] [500/610] learning_rate: 0.239876 loss_vfl: 1.358451 loss_bbox: 0.644909 loss_dfl: 0.480250 loss: 2.507431 eta: 2 days, 1:07:55 batch_cost: 0.9976 data_cost: 0.0005 ips: 48.1159 images/s [03/12 04:01:43] ppdet.engine INFO: Epoch: [4] [520/610] learning_rate: 0.239874 loss_vfl: 1.374815 loss_bbox: 0.645388 loss_dfl: 0.488216 loss: 2.501359 eta: 2 days, 1:06:26 batch_cost: 0.9252 data_cost: 0.0004 ips: 51.8797 images/s [03/12 04:02:05] ppdet.engine INFO: Epoch: [4] [540/610] learning_rate: 0.239873 loss_vfl: 1.338491 loss_bbox: 0.648589 loss_dfl: 0.473875 loss: 2.444793 eta: 2 days, 1:06:20 batch_cost: 0.9929 data_cost: 0.0004 ips: 48.3414 images/s [03/12 04:02:27] ppdet.engine INFO: Epoch: [4] [560/610] learning_rate: 0.239871 loss_vfl: 1.364130 loss_bbox: 0.632772 loss_dfl: 0.483066 loss: 2.500062 eta: 2 days, 1:05:15 batch_cost: 0.9446 data_cost: 0.0004 ips: 50.8164 images/s [03/12 04:02:49] ppdet.engine INFO: Epoch: [4] [580/610] learning_rate: 0.239869 loss_vfl: 1.357750 loss_bbox: 0.656542 loss_dfl: 0.489162 loss: 2.504395 eta: 2 days, 1:05:14 batch_cost: 0.9972 data_cost: 0.0004 ips: 48.1337 images/s [03/12 04:03:11] ppdet.engine INFO: Epoch: [4] [600/610] learning_rate: 0.239867 loss_vfl: 1.329526 loss_bbox: 0.667200 loss_dfl: 0.490002 loss: 2.486783 eta: 2 days, 1:05:35 batch_cost: 1.0162 data_cost: 0.0004 ips: 47.2339 images/s [03/12 04:03:28] ppdet.engine INFO: Epoch: [5] [ 0/610] learning_rate: 0.239866 loss_vfl: 1.307724 loss_bbox: 0.675685 loss_dfl: 0.482942 loss: 2.421320 eta: 2 days, 1:09:11 batch_cost: 1.1517 data_cost: 0.3576 ips: 41.6758 images/s [03/12 04:03:55] ppdet.engine INFO: Epoch: [5] [ 20/610] learning_rate: 0.239864 loss_vfl: 1.315992 loss_bbox: 0.651723 loss_dfl: 0.482960 loss: 2.450675 eta: 2 days, 1:14:15 batch_cost: 1.2599 data_cost: 0.0004 ips: 38.0987 images/s [03/12 04:04:17] ppdet.engine INFO: Epoch: [5] [ 40/610] learning_rate: 0.239862 loss_vfl: 1.268436 loss_bbox: 0.612138 loss_dfl: 0.481198 loss: 2.439770 eta: 2 days, 1:13:52 batch_cost: 0.9824 data_cost: 0.0004 ips: 48.8607 images/s [03/12 04:04:39] ppdet.engine INFO: Epoch: [5] [ 60/610] learning_rate: 0.239860 loss_vfl: 1.324830 loss_bbox: 0.633829 loss_dfl: 0.467531 loss: 2.408917 eta: 2 days, 1:14:56 batch_cost: 1.0576 data_cost: 0.0004 ips: 45.3847 images/s [03/12 04:05:01] ppdet.engine INFO: Epoch: [5] [ 80/610] learning_rate: 0.239858 loss_vfl: 1.315334 loss_bbox: 0.640636 loss_dfl: 0.474600 loss: 2.438799 eta: 2 days, 1:14:07 batch_cost: 0.9594 data_cost: 0.0006 ips: 50.0316 images/s [03/12 04:05:21] ppdet.engine INFO: Epoch: [5] [100/610] learning_rate: 0.239856 loss_vfl: 1.287533 loss_bbox: 0.622044 loss_dfl: 0.468147 loss: 2.375093 eta: 2 days, 1:11:49 batch_cost: 0.8822 data_cost: 0.0004 ips: 54.4101 images/s [03/12 04:05:42] ppdet.engine INFO: Epoch: [5] [120/610] learning_rate: 0.239854 loss_vfl: 1.297329 loss_bbox: 0.635983 loss_dfl: 0.473735 loss: 2.383517 eta: 2 days, 1:09:50 batch_cost: 0.8971 data_cost: 0.0004 ips: 53.5050 images/s [03/12 04:06:03] ppdet.engine INFO: Epoch: [5] [140/610] learning_rate: 0.239852 loss_vfl: 1.289471 loss_bbox: 0.617607 loss_dfl: 0.464031 loss: 2.387094 eta: 2 days, 1:07:56 batch_cost: 0.9005 data_cost: 0.0007 ips: 53.3021 images/s [03/12 04:06:25] ppdet.engine INFO: Epoch: [5] [160/610] learning_rate: 0.239850 loss_vfl: 1.331939 loss_bbox: 0.628434 loss_dfl: 0.470783 loss: 2.378346 eta: 2 days, 1:07:17 batch_cost: 0.9666 data_cost: 0.0005 ips: 49.6588 images/s [03/12 04:06:47] ppdet.engine INFO: Epoch: [5] [180/610] learning_rate: 0.239848 loss_vfl: 1.435815 loss_bbox: 0.705609 loss_dfl: 0.515331 loss: 2.709442 eta: 2 days, 1:07:19 batch_cost: 1.0029 data_cost: 0.0004 ips: 47.8629 images/s [03/12 04:07:09] ppdet.engine INFO: Epoch: [5] [200/610] learning_rate: 0.239846 loss_vfl: 1.417351 loss_bbox: 0.690286 loss_dfl: 0.510046 loss: 2.612136 eta: 2 days, 1:07:30 batch_cost: 1.0113 data_cost: 0.0003 ips: 47.4648 images/s [03/12 04:07:31] ppdet.engine INFO: Epoch: [5] [220/610] learning_rate: 0.239844 loss_vfl: 1.334240 loss_bbox: 0.630813 loss_dfl: 0.474968 loss: 2.434401 eta: 2 days, 1:06:36 batch_cost: 0.9530 data_cost: 0.0003 ips: 50.3648 images/s [03/12 04:07:54] ppdet.engine INFO: Epoch: [5] [240/610] learning_rate: 0.239841 loss_vfl: 1.322262 loss_bbox: 0.591368 loss_dfl: 0.453982 loss: 2.364479 eta: 2 days, 1:05:27 batch_cost: 0.9385 data_cost: 0.0004 ips: 51.1447 images/s [03/12 04:08:15] ppdet.engine INFO: Epoch: [5] [260/610] learning_rate: 0.239839 loss_vfl: 1.393264 loss_bbox: 0.661243 loss_dfl: 0.493064 loss: 2.549271 eta: 2 days, 1:04:39 batch_cost: 0.9571 data_cost: 0.0004 ips: 50.1497 images/s [03/12 04:08:39] ppdet.engine INFO: Epoch: [5] [280/610] learning_rate: 0.239837 loss_vfl: 1.381127 loss_bbox: 0.680815 loss_dfl: 0.502549 loss: 2.576527 eta: 2 days, 1:05:04 batch_cost: 1.0251 data_cost: 0.0004 ips: 46.8240 images/s [03/12 04:09:00] ppdet.engine INFO: Epoch: [5] [300/610] learning_rate: 0.239835 loss_vfl: 1.367176 loss_bbox: 0.652976 loss_dfl: 0.485877 loss: 2.504644 eta: 2 days, 1:04:28 batch_cost: 0.9680 data_cost: 0.0004 ips: 49.5862 images/s [03/12 04:09:21] ppdet.engine INFO: Epoch: [5] [320/610] learning_rate: 0.239833 loss_vfl: 1.327636 loss_bbox: 0.632242 loss_dfl: 0.475576 loss: 2.477413 eta: 2 days, 1:02:43 batch_cost: 0.9034 data_cost: 0.0004 ips: 53.1317 images/s [03/12 04:09:41] ppdet.engine INFO: Epoch: [5] [340/610] learning_rate: 0.239831 loss_vfl: 1.245581 loss_bbox: 0.580054 loss_dfl: 0.441797 loss: 2.278975 eta: 2 days, 0:59:50 batch_cost: 0.8377 data_cost: 0.0018 ips: 57.3028 images/s [03/12 04:10:03] ppdet.engine INFO: Epoch: [5] [360/610] learning_rate: 0.239828 loss_vfl: 1.222483 loss_bbox: 0.564194 loss_dfl: 0.439498 loss: 2.226175 eta: 2 days, 0:58:41 batch_cost: 0.9359 data_cost: 0.0004 ips: 51.2897 images/s [03/12 04:10:25] ppdet.engine INFO: Epoch: [5] [380/610] learning_rate: 0.239826 loss_vfl: 1.232270 loss_bbox: 0.597853 loss_dfl: 0.442418 loss: 2.281102 eta: 2 days, 0:58:36 batch_cost: 0.9954 data_cost: 0.0004 ips: 48.2223 images/s [03/12 04:10:47] ppdet.engine INFO: Epoch: [5] [400/610] learning_rate: 0.239824 loss_vfl: 1.307932 loss_bbox: 0.644181 loss_dfl: 0.474177 loss: 2.419841 eta: 2 days, 0:58:29 batch_cost: 0.9941 data_cost: 0.0008 ips: 48.2842 images/s [03/12 04:11:09] ppdet.engine INFO: Epoch: [5] [420/610] learning_rate: 0.239822 loss_vfl: 1.254870 loss_bbox: 0.596698 loss_dfl: 0.456695 loss: 2.324862 eta: 2 days, 0:58:16 batch_cost: 0.9885 data_cost: 0.0004 ips: 48.5601 images/s [03/12 04:11:30] ppdet.engine INFO: Epoch: [5] [440/610] learning_rate: 0.239820 loss_vfl: 1.296414 loss_bbox: 0.610826 loss_dfl: 0.464332 loss: 2.330972 eta: 2 days, 0:55:47 batch_cost: 0.8558 data_cost: 0.0004 ips: 56.0896 images/s [03/12 04:11:52] ppdet.engine INFO: Epoch: [5] [460/610] learning_rate: 0.239817 loss_vfl: 1.328990 loss_bbox: 0.642689 loss_dfl: 0.486970 loss: 2.442782 eta: 2 days, 0:56:29 batch_cost: 1.0417 data_cost: 0.0004 ips: 46.0768 images/s [03/12 04:12:15] ppdet.engine INFO: Epoch: [5] [480/610] learning_rate: 0.239815 loss_vfl: 1.320195 loss_bbox: 0.661185 loss_dfl: 0.497882 loss: 2.488549 eta: 2 days, 0:56:33 batch_cost: 1.0046 data_cost: 0.0004 ips: 47.7811 images/s [03/12 04:12:36] ppdet.engine INFO: Epoch: [5] [500/610] learning_rate: 0.239813 loss_vfl: 1.316212 loss_bbox: 0.639044 loss_dfl: 0.477144 loss: 2.400572 eta: 2 days, 0:55:29 batch_cost: 0.9381 data_cost: 0.0004 ips: 51.1684 images/s [03/12 04:12:57] ppdet.engine INFO: Epoch: [5] [520/610] learning_rate: 0.239810 loss_vfl: 1.273552 loss_bbox: 0.633070 loss_dfl: 0.468616 loss: 2.379763 eta: 2 days, 0:54:22 batch_cost: 0.9340 data_cost: 0.0004 ips: 51.3916 images/s [03/12 04:13:17] ppdet.engine INFO: Epoch: [5] [540/610] learning_rate: 0.239808 loss_vfl: 1.314394 loss_bbox: 0.668359 loss_dfl: 0.509666 loss: 2.487625 eta: 2 days, 0:52:15 batch_cost: 0.8745 data_cost: 0.0004 ips: 54.8879 images/s [03/12 04:13:39] ppdet.engine INFO: Epoch: [5] [560/610] learning_rate: 0.239806 loss_vfl: 1.305684 loss_bbox: 0.606799 loss_dfl: 0.470773 loss: 2.419671 eta: 2 days, 0:51:21 batch_cost: 0.9455 data_cost: 0.0011 ips: 50.7664 images/s [03/12 04:14:01] ppdet.engine INFO: Epoch: [5] [580/610] learning_rate: 0.239803 loss_vfl: 1.246535 loss_bbox: 0.582231 loss_dfl: 0.444230 loss: 2.292999 eta: 2 days, 0:51:46 batch_cost: 1.0257 data_cost: 0.0003 ips: 46.7993 images/s [03/12 04:14:21] ppdet.engine INFO: Epoch: [5] [600/610] learning_rate: 0.239801 loss_vfl: 1.254181 loss_bbox: 0.608706 loss_dfl: 0.453877 loss: 2.320909 eta: 2 days, 0:50:06 batch_cost: 0.8993 data_cost: 0.0004 ips: 53.3776 images/s [03/12 04:14:44] ppdet.engine INFO: Epoch: [6] [ 0/610] learning_rate: 0.239800 loss_vfl: 1.271252 loss_bbox: 0.622212 loss_dfl: 0.467339 loss: 2.355626 eta: 2 days, 0:57:33 batch_cost: 1.3774 data_cost: 0.4963 ips: 34.8488 images/s [03/12 04:15:07] ppdet.engine INFO: Epoch: [6] [ 20/610] learning_rate: 0.239797 loss_vfl: 1.287448 loss_bbox: 0.627104 loss_dfl: 0.475341 loss: 2.379583 eta: 2 days, 0:58:57 batch_cost: 1.0887 data_cost: 0.0005 ips: 44.0898 images/s [03/12 04:15:29] ppdet.engine INFO: Epoch: [6] [ 40/610] learning_rate: 0.239795 loss_vfl: 1.304894 loss_bbox: 0.604451 loss_dfl: 0.462042 loss: 2.347796 eta: 2 days, 0:58:41 batch_cost: 0.9871 data_cost: 0.0010 ips: 48.6259 images/s [03/12 04:15:50] ppdet.engine INFO: Epoch: [6] [ 60/610] learning_rate: 0.239793 loss_vfl: 1.370437 loss_bbox: 0.667841 loss_dfl: 0.505852 loss: 2.556308 eta: 2 days, 0:57:20 batch_cost: 0.9202 data_cost: 0.0010 ips: 52.1629 images/s [03/12 04:16:11] ppdet.engine INFO: Epoch: [6] [ 80/610] learning_rate: 0.239790 loss_vfl: 1.387543 loss_bbox: 0.638967 loss_dfl: 0.493549 loss: 2.552639 eta: 2 days, 0:56:53 batch_cost: 0.9750 data_cost: 0.0004 ips: 49.2333 images/s [03/12 04:16:33] ppdet.engine INFO: Epoch: [6] [100/610] learning_rate: 0.239788 loss_vfl: 1.321710 loss_bbox: 0.640162 loss_dfl: 0.486588 loss: 2.471981 eta: 2 days, 0:56:17 batch_cost: 0.9663 data_cost: 0.0005 ips: 49.6763 images/s [03/12 04:16:56] ppdet.engine INFO: Epoch: [6] [120/610] learning_rate: 0.239785 loss_vfl: 1.320907 loss_bbox: 0.644177 loss_dfl: 0.478968 loss: 2.476265 eta: 2 days, 0:55:32 batch_cost: 0.9556 data_cost: 0.0004 ips: 50.2286 images/s [03/12 04:17:18] ppdet.engine INFO: Epoch: [6] [140/610] learning_rate: 0.239783 loss_vfl: 1.333421 loss_bbox: 0.638361 loss_dfl: 0.475381 loss: 2.419240 eta: 2 days, 0:55:01 batch_cost: 0.9708 data_cost: 0.0004 ips: 49.4458 images/s [03/12 04:17:40] ppdet.engine INFO: Epoch: [6] [160/610] learning_rate: 0.239780 loss_vfl: 1.263116 loss_bbox: 0.670680 loss_dfl: 0.470254 loss: 2.406825 eta: 2 days, 0:53:43 batch_cost: 0.9204 data_cost: 0.0004 ips: 52.1531 images/s [03/12 04:18:01] ppdet.engine INFO: Epoch: [6] [180/610] learning_rate: 0.239778 loss_vfl: 1.310730 loss_bbox: 0.628228 loss_dfl: 0.467283 loss: 2.422847 eta: 2 days, 0:52:19 batch_cost: 0.9134 data_cost: 0.0004 ips: 52.5532 images/s [03/12 04:18:23] ppdet.engine INFO: Epoch: [6] [200/610] learning_rate: 0.239775 loss_vfl: 1.257087 loss_bbox: 0.629814 loss_dfl: 0.469730 loss: 2.363639 eta: 2 days, 0:52:19 batch_cost: 1.0039 data_cost: 0.0004 ips: 47.8117 images/s [03/12 04:18:45] ppdet.engine INFO: Epoch: [6] [220/610] learning_rate: 0.239773 loss_vfl: 1.272274 loss_bbox: 0.637073 loss_dfl: 0.470343 loss: 2.381011 eta: 2 days, 0:51:47 batch_cost: 0.9689 data_cost: 0.0006 ips: 49.5415 images/s [03/12 04:19:05] ppdet.engine INFO: Epoch: [6] [240/610] learning_rate: 0.239770 loss_vfl: 1.183047 loss_bbox: 0.605731 loss_dfl: 0.458981 loss: 2.230613 eta: 2 days, 0:49:28 batch_cost: 0.8518 data_cost: 0.0004 ips: 56.3499 images/s [03/12 04:19:26] ppdet.engine INFO: Epoch: [6] [260/610] learning_rate: 0.239768 loss_vfl: 1.252754 loss_bbox: 0.589240 loss_dfl: 0.459644 loss: 2.315114 eta: 2 days, 0:48:30 batch_cost: 0.9397 data_cost: 0.0004 ips: 51.0820 images/s [03/12 04:19:49] ppdet.engine INFO: Epoch: [6] [280/610] learning_rate: 0.239765 loss_vfl: 1.369848 loss_bbox: 0.669143 loss_dfl: 0.507693 loss: 2.574163 eta: 2 days, 0:48:32 batch_cost: 1.0050 data_cost: 0.0008 ips: 47.7589 images/s [03/12 04:20:11] ppdet.engine INFO: Epoch: [6] [300/610] learning_rate: 0.239762 loss_vfl: 1.314782 loss_bbox: 0.616844 loss_dfl: 0.471259 loss: 2.404018 eta: 2 days, 0:48:23 batch_cost: 0.9930 data_cost: 0.0004 ips: 48.3382 images/s [03/12 04:20:32] ppdet.engine INFO: Epoch: [6] [320/610] learning_rate: 0.239760 loss_vfl: 1.274795 loss_bbox: 0.629754 loss_dfl: 0.468610 loss: 2.348827 eta: 2 days, 0:47:31 batch_cost: 0.9452 data_cost: 0.0004 ips: 50.7807 images/s [03/12 04:20:54] ppdet.engine INFO: Epoch: [6] [340/610] learning_rate: 0.239757 loss_vfl: 1.306603 loss_bbox: 0.606233 loss_dfl: 0.481684 loss: 2.430862 eta: 2 days, 0:48:12 batch_cost: 1.0486 data_cost: 0.0004 ips: 45.7742 images/s [03/12 04:21:16] ppdet.engine INFO: Epoch: [6] [360/610] learning_rate: 0.239755 loss_vfl: 1.260997 loss_bbox: 0.597976 loss_dfl: 0.451975 loss: 2.309243 eta: 2 days, 0:47:54 batch_cost: 0.9829 data_cost: 0.0011 ips: 48.8343 images/s [03/12 04:21:38] ppdet.engine INFO: Epoch: [6] [380/610] learning_rate: 0.239752 loss_vfl: 1.360164 loss_bbox: 0.677996 loss_dfl: 0.495743 loss: 2.524640 eta: 2 days, 0:48:17 batch_cost: 1.0305 data_cost: 0.0003 ips: 46.5792 images/s [03/12 04:22:00] ppdet.engine INFO: Epoch: [6] [400/610] learning_rate: 0.239749 loss_vfl: 1.283393 loss_bbox: 0.639526 loss_dfl: 0.481275 loss: 2.359809 eta: 2 days, 0:47:46 batch_cost: 0.9690 data_cost: 0.0004 ips: 49.5381 images/s [03/12 04:22:21] ppdet.engine INFO: Epoch: [6] [420/610] learning_rate: 0.239747 loss_vfl: 1.275224 loss_bbox: 0.652926 loss_dfl: 0.465630 loss: 2.406092 eta: 2 days, 0:45:56 batch_cost: 0.8782 data_cost: 0.0004 ips: 54.6582 images/s [03/12 04:22:42] ppdet.engine INFO: Epoch: [6] [440/610] learning_rate: 0.239744 loss_vfl: 1.310755 loss_bbox: 0.609201 loss_dfl: 0.474792 loss: 2.414900 eta: 2 days, 0:45:45 batch_cost: 0.9915 data_cost: 0.0010 ips: 48.4111 images/s [03/12 04:23:04] ppdet.engine INFO: Epoch: [6] [460/610] learning_rate: 0.239741 loss_vfl: 1.269341 loss_bbox: 0.620897 loss_dfl: 0.462874 loss: 2.354221 eta: 2 days, 0:45:00 batch_cost: 0.9513 data_cost: 0.0004 ips: 50.4583 images/s [03/12 04:23:26] ppdet.engine INFO: Epoch: [6] [480/610] learning_rate: 0.239738 loss_vfl: 1.249114 loss_bbox: 0.593936 loss_dfl: 0.451702 loss: 2.321062 eta: 2 days, 0:44:06 batch_cost: 0.9421 data_cost: 0.0004 ips: 50.9485 images/s [03/12 04:23:48] ppdet.engine INFO: Epoch: [6] [500/610] learning_rate: 0.239736 loss_vfl: 1.271076 loss_bbox: 0.662138 loss_dfl: 0.499867 loss: 2.421018 eta: 2 days, 0:44:08 batch_cost: 1.0054 data_cost: 0.0003 ips: 47.7408 images/s [03/12 04:24:09] ppdet.engine INFO: Epoch: [6] [520/610] learning_rate: 0.239733 loss_vfl: 1.350578 loss_bbox: 0.634440 loss_dfl: 0.488819 loss: 2.494071 eta: 2 days, 0:43:11 batch_cost: 0.9379 data_cost: 0.0004 ips: 51.1807 images/s [03/12 04:24:30] ppdet.engine INFO: Epoch: [6] [540/610] learning_rate: 0.239730 loss_vfl: 1.342604 loss_bbox: 0.665193 loss_dfl: 0.493142 loss: 2.472734 eta: 2 days, 0:41:30 batch_cost: 0.8850 data_cost: 0.0005 ips: 54.2360 images/s [03/12 04:24:52] ppdet.engine INFO: Epoch: [6] [560/610] learning_rate: 0.239727 loss_vfl: 1.255694 loss_bbox: 0.626807 loss_dfl: 0.470934 loss: 2.334105 eta: 2 days, 0:41:30 batch_cost: 1.0035 data_cost: 0.0004 ips: 47.8332 images/s [03/12 04:25:13] ppdet.engine INFO: Epoch: [6] [580/610] learning_rate: 0.239725 loss_vfl: 1.330681 loss_bbox: 0.637604 loss_dfl: 0.481748 loss: 2.438799 eta: 2 days, 0:40:51 batch_cost: 0.9574 data_cost: 0.0004 ips: 50.1382 images/s [03/12 04:25:34] ppdet.engine INFO: Epoch: [6] [600/610] learning_rate: 0.239722 loss_vfl: 1.288669 loss_bbox: 0.617886 loss_dfl: 0.471024 loss: 2.377555 eta: 2 days, 0:39:10 batch_cost: 0.8828 data_cost: 0.0005 ips: 54.3710 images/s [03/12 04:25:57] ppdet.engine INFO: Epoch: [7] [ 0/610] learning_rate: 0.239720 loss_vfl: 1.311572 loss_bbox: 0.633257 loss_dfl: 0.478234 loss: 2.452006 eta: 2 days, 0:45:46 batch_cost: 1.4155 data_cost: 0.6795 ips: 33.9109 images/s [03/12 04:26:21] ppdet.engine INFO: Epoch: [7] [ 20/610] learning_rate: 0.239718 loss_vfl: 1.231088 loss_bbox: 0.591229 loss_dfl: 0.456473 loss: 2.312311 eta: 2 days, 0:47:04 batch_cost: 1.0997 data_cost: 0.0004 ips: 43.6489 images/s [03/12 04:26:44] ppdet.engine INFO: Epoch: [7] [ 40/610] learning_rate: 0.239715 loss_vfl: 1.383242 loss_bbox: 0.632414 loss_dfl: 0.495407 loss: 2.540817 eta: 2 days, 0:46:30 batch_cost: 0.9654 data_cost: 0.0004 ips: 49.7182 images/s [03/12 04:27:05] ppdet.engine INFO: Epoch: [7] [ 60/610] learning_rate: 0.239712 loss_vfl: 1.362776 loss_bbox: 0.644089 loss_dfl: 0.476823 loss: 2.447837 eta: 2 days, 0:46:04 batch_cost: 0.9755 data_cost: 0.0007 ips: 49.2074 images/s [03/12 04:27:27] ppdet.engine INFO: Epoch: [7] [ 80/610] learning_rate: 0.239709 loss_vfl: 1.307388 loss_bbox: 0.635048 loss_dfl: 0.472502 loss: 2.395776 eta: 2 days, 0:45:55 batch_cost: 0.9958 data_cost: 0.0004 ips: 48.2024 images/s [03/12 04:27:48] ppdet.engine INFO: Epoch: [7] [100/610] learning_rate: 0.239706 loss_vfl: 1.162884 loss_bbox: 0.556153 loss_dfl: 0.435726 loss: 2.140342 eta: 2 days, 0:44:35 batch_cost: 0.9089 data_cost: 0.0004 ips: 52.8083 images/s [03/12 04:28:11] ppdet.engine INFO: Epoch: [7] [120/610] learning_rate: 0.239703 loss_vfl: 1.236423 loss_bbox: 0.577693 loss_dfl: 0.451176 loss: 2.278574 eta: 2 days, 0:43:57 batch_cost: 0.9597 data_cost: 0.0004 ips: 50.0145 images/s [03/12 04:28:32] ppdet.engine INFO: Epoch: [7] [140/610] learning_rate: 0.239700 loss_vfl: 1.337129 loss_bbox: 0.628181 loss_dfl: 0.478243 loss: 2.441638 eta: 2 days, 0:42:22 batch_cost: 0.8890 data_cost: 0.0016 ips: 53.9931 images/s [03/12 04:28:55] ppdet.engine INFO: Epoch: [7] [160/610] learning_rate: 0.239698 loss_vfl: 1.241339 loss_bbox: 0.624069 loss_dfl: 0.470731 loss: 2.318440 eta: 2 days, 0:42:33 batch_cost: 1.0201 data_cost: 0.0005 ips: 47.0550 images/s [03/12 04:29:16] ppdet.engine INFO: Epoch: [7] [180/610] learning_rate: 0.239695 loss_vfl: 1.328400 loss_bbox: 0.631776 loss_dfl: 0.476377 loss: 2.447821 eta: 2 days, 0:41:37 batch_cost: 0.9361 data_cost: 0.0004 ips: 51.2764 images/s [03/12 04:29:39] ppdet.engine INFO: Epoch: [7] [200/610] learning_rate: 0.239692 loss_vfl: 1.294350 loss_bbox: 0.644644 loss_dfl: 0.483438 loss: 2.430069 eta: 2 days, 0:42:11 batch_cost: 1.0488 data_cost: 0.0005 ips: 45.7665 images/s [03/12 04:30:01] ppdet.engine INFO: Epoch: [7] [220/610] learning_rate: 0.239689 loss_vfl: 1.257558 loss_bbox: 0.621113 loss_dfl: 0.457020 loss: 2.328537 eta: 2 days, 0:42:19 batch_cost: 1.0173 data_cost: 0.0004 ips: 47.1833 images/s [03/12 04:30:23] ppdet.engine INFO: Epoch: [7] [240/610] learning_rate: 0.239686 loss_vfl: 1.248698 loss_bbox: 0.612136 loss_dfl: 0.459922 loss: 2.329828 eta: 2 days, 0:41:34 batch_cost: 0.9500 data_cost: 0.0005 ips: 50.5237 images/s [03/12 04:30:43] ppdet.engine INFO: Epoch: [7] [260/610] learning_rate: 0.239683 loss_vfl: 1.364388 loss_bbox: 0.666401 loss_dfl: 0.504286 loss: 2.567082 eta: 2 days, 0:40:31 batch_cost: 0.9267 data_cost: 0.0004 ips: 51.7968 images/s [03/12 04:31:04] ppdet.engine INFO: Epoch: [7] [280/610] learning_rate: 0.239680 loss_vfl: 1.293872 loss_bbox: 0.628977 loss_dfl: 0.477533 loss: 2.400590 eta: 2 days, 0:39:05 batch_cost: 0.8970 data_cost: 0.0004 ips: 53.5108 images/s [03/12 04:31:26] ppdet.engine INFO: Epoch: [7] [300/610] learning_rate: 0.239677 loss_vfl: 1.264453 loss_bbox: 0.623270 loss_dfl: 0.481026 loss: 2.383529 eta: 2 days, 0:38:55 batch_cost: 0.9948 data_cost: 0.0004 ips: 48.2504 images/s [03/12 04:31:47] ppdet.engine INFO: Epoch: [7] [320/610] learning_rate: 0.239674 loss_vfl: 1.201351 loss_bbox: 0.611345 loss_dfl: 0.454187 loss: 2.232755 eta: 2 days, 0:38:31 batch_cost: 0.9756 data_cost: 0.0005 ips: 49.2004 images/s [03/12 04:32:09] ppdet.engine INFO: Epoch: [7] [340/610] learning_rate: 0.239671 loss_vfl: 1.280151 loss_bbox: 0.616715 loss_dfl: 0.456001 loss: 2.344322 eta: 2 days, 0:38:03 batch_cost: 0.9710 data_cost: 0.0004 ips: 49.4359 images/s [03/12 04:32:31] ppdet.engine INFO: Epoch: [7] [360/610] learning_rate: 0.239668 loss_vfl: 1.259249 loss_bbox: 0.630336 loss_dfl: 0.461276 loss: 2.315831 eta: 2 days, 0:38:04 batch_cost: 1.0081 data_cost: 0.0004 ips: 47.6147 images/s [03/12 04:32:52] ppdet.engine INFO: Epoch: [7] [380/610] learning_rate: 0.239664 loss_vfl: 1.291337 loss_bbox: 0.632479 loss_dfl: 0.474042 loss: 2.399256 eta: 2 days, 0:37:22 batch_cost: 0.9516 data_cost: 0.0010 ips: 50.4408 images/s [03/12 04:33:13] ppdet.engine INFO: Epoch: [7] [400/610] learning_rate: 0.239661 loss_vfl: 1.295951 loss_bbox: 0.620294 loss_dfl: 0.470173 loss: 2.371510 eta: 2 days, 0:36:55 batch_cost: 0.9725 data_cost: 0.0004 ips: 49.3566 images/s [03/12 04:33:35] ppdet.engine INFO: Epoch: [7] [420/610] learning_rate: 0.239658 loss_vfl: 1.259104 loss_bbox: 0.632413 loss_dfl: 0.475483 loss: 2.326094 eta: 2 days, 0:36:19 batch_cost: 0.9599 data_cost: 0.0006 ips: 50.0053 images/s [03/12 04:33:57] ppdet.engine INFO: Epoch: [7] [440/610] learning_rate: 0.239655 loss_vfl: 1.325996 loss_bbox: 0.627590 loss_dfl: 0.474631 loss: 2.444455 eta: 2 days, 0:36:18 batch_cost: 1.0061 data_cost: 0.0004 ips: 47.7093 images/s [03/12 04:34:18] ppdet.engine INFO: Epoch: [7] [460/610] learning_rate: 0.239652 loss_vfl: 1.318365 loss_bbox: 0.621501 loss_dfl: 0.484293 loss: 2.405498 eta: 2 days, 0:35:35 batch_cost: 0.9497 data_cost: 0.0004 ips: 50.5418 images/s [03/12 04:34:39] ppdet.engine INFO: Epoch: [7] [480/610] learning_rate: 0.239649 loss_vfl: 1.326898 loss_bbox: 0.640472 loss_dfl: 0.482853 loss: 2.448224 eta: 2 days, 0:34:26 batch_cost: 0.9154 data_cost: 0.0004 ips: 52.4357 images/s [03/12 04:35:00] ppdet.engine INFO: Epoch: [7] [500/610] learning_rate: 0.239646 loss_vfl: 1.290411 loss_bbox: 0.630846 loss_dfl: 0.467695 loss: 2.364673 eta: 2 days, 0:34:01 batch_cost: 0.9744 data_cost: 0.0004 ips: 49.2629 images/s [03/12 04:35:22] ppdet.engine INFO: Epoch: [7] [520/610] learning_rate: 0.239643 loss_vfl: 1.234861 loss_bbox: 0.607072 loss_dfl: 0.453562 loss: 2.317921 eta: 2 days, 0:33:58 batch_cost: 1.0028 data_cost: 0.0004 ips: 47.8667 images/s [03/12 04:35:43] ppdet.engine INFO: Epoch: [7] [540/610] learning_rate: 0.239639 loss_vfl: 1.222439 loss_bbox: 0.601798 loss_dfl: 0.461268 loss: 2.333620 eta: 2 days, 0:32:47 batch_cost: 0.9118 data_cost: 0.0022 ips: 52.6419 images/s [03/12 04:36:05] ppdet.engine INFO: Epoch: [7] [560/610] learning_rate: 0.239636 loss_vfl: 1.187298 loss_bbox: 0.585284 loss_dfl: 0.436205 loss: 2.192228 eta: 2 days, 0:32:05 batch_cost: 0.9500 data_cost: 0.0012 ips: 50.5272 images/s [03/12 04:36:27] ppdet.engine INFO: Epoch: [7] [580/610] learning_rate: 0.239633 loss_vfl: 1.241900 loss_bbox: 0.599999 loss_dfl: 0.458273 loss: 2.295466 eta: 2 days, 0:31:31 batch_cost: 0.9623 data_cost: 0.0003 ips: 49.8797 images/s [03/12 04:36:48] ppdet.engine INFO: Epoch: [7] [600/610] learning_rate: 0.239630 loss_vfl: 1.247107 loss_bbox: 0.612575 loss_dfl: 0.459197 loss: 2.324270 eta: 2 days, 0:30:52 batch_cost: 0.9539 data_cost: 0.0005 ips: 50.3184 images/s [03/12 04:37:08] ppdet.engine INFO: Epoch: [8] [ 0/610] learning_rate: 0.239628 loss_vfl: 1.247107 loss_bbox: 0.612575 loss_dfl: 0.458478 loss: 2.336673 eta: 2 days, 0:35:18 batch_cost: 1.3231 data_cost: 0.5547 ips: 36.2784 images/s [03/12 04:37:34] ppdet.engine INFO: Epoch: [8] [ 20/610] learning_rate: 0.239625 loss_vfl: 1.204126 loss_bbox: 0.563049 loss_dfl: 0.434606 loss: 2.181996 eta: 2 days, 0:36:54 batch_cost: 1.1412 data_cost: 0.0004 ips: 42.0620 images/s [03/12 04:37:55] ppdet.engine INFO: Epoch: [8] [ 40/610] learning_rate: 0.239622 loss_vfl: 1.256844 loss_bbox: 0.591997 loss_dfl: 0.457299 loss: 2.303118 eta: 2 days, 0:36:02 batch_cost: 0.9374 data_cost: 0.0004 ips: 51.2055 images/s [03/12 04:38:15] ppdet.engine INFO: Epoch: [8] [ 60/610] learning_rate: 0.239618 loss_vfl: 1.273780 loss_bbox: 0.630716 loss_dfl: 0.463753 loss: 2.341797 eta: 2 days, 0:34:29 batch_cost: 0.8810 data_cost: 0.0004 ips: 54.4860 images/s [03/12 04:38:37] ppdet.engine INFO: Epoch: [8] [ 80/610] learning_rate: 0.239615 loss_vfl: 1.202526 loss_bbox: 0.593398 loss_dfl: 0.445290 loss: 2.286483 eta: 2 days, 0:34:06 batch_cost: 0.9782 data_cost: 0.0004 ips: 49.0699 images/s [03/12 04:38:59] ppdet.engine INFO: Epoch: [8] [100/610] learning_rate: 0.239612 loss_vfl: 1.288997 loss_bbox: 0.601627 loss_dfl: 0.471003 loss: 2.349720 eta: 2 days, 0:33:33 batch_cost: 0.9628 data_cost: 0.0004 ips: 49.8541 images/s [03/12 04:39:20] ppdet.engine INFO: Epoch: [8] [120/610] learning_rate: 0.239608 loss_vfl: 1.287951 loss_bbox: 0.623094 loss_dfl: 0.473231 loss: 2.391272 eta: 2 days, 0:33:17 batch_cost: 0.9872 data_cost: 0.0004 ips: 48.6235 images/s [03/12 04:39:42] ppdet.engine INFO: Epoch: [8] [140/610] learning_rate: 0.239605 loss_vfl: 1.242784 loss_bbox: 0.639744 loss_dfl: 0.477122 loss: 2.350136 eta: 2 days, 0:32:54 batch_cost: 0.9767 data_cost: 0.0004 ips: 49.1427 images/s [03/12 04:40:04] ppdet.engine INFO: Epoch: [8] [160/610] learning_rate: 0.239602 loss_vfl: 1.337795 loss_bbox: 0.653618 loss_dfl: 0.506252 loss: 2.514667 eta: 2 days, 0:32:35 batch_cost: 0.9839 data_cost: 0.0011 ips: 48.7845 images/s [03/12 04:40:25] ppdet.engine INFO: Epoch: [8] [180/610] learning_rate: 0.239598 loss_vfl: 1.177200 loss_bbox: 0.582920 loss_dfl: 0.448474 loss: 2.234192 eta: 2 days, 0:31:12 batch_cost: 0.8915 data_cost: 0.0005 ips: 53.8441 images/s [03/12 04:40:47] ppdet.engine INFO: Epoch: [8] [200/610] learning_rate: 0.239595 loss_vfl: 1.269258 loss_bbox: 0.623782 loss_dfl: 0.477401 loss: 2.375525 eta: 2 days, 0:30:27 batch_cost: 0.9450 data_cost: 0.0004 ips: 50.7940 images/s [03/12 04:41:08] ppdet.engine INFO: Epoch: [8] [220/610] learning_rate: 0.239591 loss_vfl: 1.226506 loss_bbox: 0.602164 loss_dfl: 0.460573 loss: 2.336197 eta: 2 days, 0:30:18 batch_cost: 0.9971 data_cost: 0.0005 ips: 48.1417 images/s [03/12 04:41:30] ppdet.engine INFO: Epoch: [8] [240/610] learning_rate: 0.239588 loss_vfl: 1.229910 loss_bbox: 0.575037 loss_dfl: 0.442834 loss: 2.223457 eta: 2 days, 0:30:11 batch_cost: 0.9996 data_cost: 0.0010 ips: 48.0216 images/s [03/12 04:41:52] ppdet.engine INFO: Epoch: [8] [260/610] learning_rate: 0.239585 loss_vfl: 1.325133 loss_bbox: 0.635690 loss_dfl: 0.481999 loss: 2.456307 eta: 2 days, 0:29:50 batch_cost: 0.9805 data_cost: 0.0004 ips: 48.9541 images/s [03/12 04:42:13] ppdet.engine INFO: Epoch: [8] [280/610] learning_rate: 0.239581 loss_vfl: 1.268872 loss_bbox: 0.606704 loss_dfl: 0.472240 loss: 2.342672 eta: 2 days, 0:29:11 batch_cost: 0.9528 data_cost: 0.0004 ips: 50.3769 images/s [03/12 04:42:36] ppdet.engine INFO: Epoch: [8] [300/610] learning_rate: 0.239578 loss_vfl: 1.221638 loss_bbox: 0.594755 loss_dfl: 0.467474 loss: 2.289995 eta: 2 days, 0:29:45 batch_cost: 1.0602 data_cost: 0.0004 ips: 45.2765 images/s [03/12 04:42:57] ppdet.engine INFO: Epoch: [8] [320/610] learning_rate: 0.239574 loss_vfl: 1.260992 loss_bbox: 0.601198 loss_dfl: 0.466694 loss: 2.337761 eta: 2 days, 0:29:25 batch_cost: 0.9813 data_cost: 0.0007 ips: 48.9125 images/s [03/12 04:43:20] ppdet.engine INFO: Epoch: [8] [340/610] learning_rate: 0.239571 loss_vfl: 1.209322 loss_bbox: 0.586434 loss_dfl: 0.449708 loss: 2.222432 eta: 2 days, 0:28:47 batch_cost: 0.9539 data_cost: 0.0004 ips: 50.3181 images/s [03/12 04:43:43] ppdet.engine INFO: Epoch: [8] [360/610] learning_rate: 0.239567 loss_vfl: 1.313683 loss_bbox: 0.641386 loss_dfl: 0.493840 loss: 2.472666 eta: 2 days, 0:28:43 batch_cost: 1.0047 data_cost: 0.0004 ips: 47.7734 images/s [03/12 04:44:04] ppdet.engine INFO: Epoch: [8] [380/610] learning_rate: 0.239564 loss_vfl: 1.322395 loss_bbox: 0.663492 loss_dfl: 0.492475 loss: 2.484592 eta: 2 days, 0:28:01 batch_cost: 0.9497 data_cost: 0.0004 ips: 50.5442 images/s [03/12 04:44:26] ppdet.engine INFO: Epoch: [8] [400/610] learning_rate: 0.239560 loss_vfl: 1.334689 loss_bbox: 0.658872 loss_dfl: 0.495903 loss: 2.506348 eta: 2 days, 0:27:36 batch_cost: 0.9731 data_cost: 0.0004 ips: 49.3262 images/s [03/12 04:44:47] ppdet.engine INFO: Epoch: [8] [420/610] learning_rate: 0.239557 loss_vfl: 1.270717 loss_bbox: 0.637496 loss_dfl: 0.479059 loss: 2.379879 eta: 2 days, 0:27:26 batch_cost: 0.9963 data_cost: 0.0005 ips: 48.1771 images/s [03/12 04:45:10] ppdet.engine INFO: Epoch: [8] [440/610] learning_rate: 0.239553 loss_vfl: 1.332866 loss_bbox: 0.635140 loss_dfl: 0.476851 loss: 2.455847 eta: 2 days, 0:27:16 batch_cost: 0.9956 data_cost: 0.0010 ips: 48.2128 images/s [03/12 04:45:31] ppdet.engine INFO: Epoch: [8] [460/610] learning_rate: 0.239550 loss_vfl: 1.253747 loss_bbox: 0.570810 loss_dfl: 0.458349 loss: 2.306154 eta: 2 days, 0:26:12 batch_cost: 0.9152 data_cost: 0.0004 ips: 52.4469 images/s [03/12 04:45:53] ppdet.engine INFO: Epoch: [8] [480/610] learning_rate: 0.239546 loss_vfl: 1.300174 loss_bbox: 0.641295 loss_dfl: 0.492222 loss: 2.424636 eta: 2 days, 0:25:34 batch_cost: 0.9534 data_cost: 0.0006 ips: 50.3471 images/s [03/12 04:46:16] ppdet.engine INFO: Epoch: [8] [500/610] learning_rate: 0.239542 loss_vfl: 1.224372 loss_bbox: 0.609304 loss_dfl: 0.462955 loss: 2.302151 eta: 2 days, 0:25:06 batch_cost: 0.9689 data_cost: 0.0004 ips: 49.5407 images/s [03/12 04:46:37] ppdet.engine INFO: Epoch: [8] [520/610] learning_rate: 0.239539 loss_vfl: 1.256874 loss_bbox: 0.626137 loss_dfl: 0.463675 loss: 2.342055 eta: 2 days, 0:24:56 batch_cost: 0.9963 data_cost: 0.0004 ips: 48.1775 images/s [03/12 04:46:57] ppdet.engine INFO: Epoch: [8] [540/610] learning_rate: 0.239535 loss_vfl: 1.296030 loss_bbox: 0.644110 loss_dfl: 0.492827 loss: 2.423220 eta: 2 days, 0:23:54 batch_cost: 0.9170 data_cost: 0.0005 ips: 52.3443 images/s [03/12 04:47:20] ppdet.engine INFO: Epoch: [8] [560/610] learning_rate: 0.239532 loss_vfl: 1.192878 loss_bbox: 0.576487 loss_dfl: 0.443598 loss: 2.197551 eta: 2 days, 0:24:34 batch_cost: 1.0716 data_cost: 0.0004 ips: 44.7915 images/s [03/12 04:47:41] ppdet.engine INFO: Epoch: [8] [580/610] learning_rate: 0.239528 loss_vfl: 1.286070 loss_bbox: 0.642525 loss_dfl: 0.481079 loss: 2.418709 eta: 2 days, 0:23:19 batch_cost: 0.8972 data_cost: 0.0004 ips: 53.4971 images/s [03/12 04:48:02] ppdet.engine INFO: Epoch: [8] [600/610] learning_rate: 0.239524 loss_vfl: 1.155699 loss_bbox: 0.544477 loss_dfl: 0.417699 loss: 2.102800 eta: 2 days, 0:21:51 batch_cost: 0.8757 data_cost: 0.0005 ips: 54.8123 images/s [03/12 04:48:23] ppdet.engine INFO: Epoch: [9] [ 0/610] learning_rate: 0.239522 loss_vfl: 1.218914 loss_bbox: 0.578175 loss_dfl: 0.437255 loss: 2.271232 eta: 2 days, 0:26:07 batch_cost: 1.2986 data_cost: 0.5944 ips: 36.9630 images/s [03/12 04:48:46] ppdet.engine INFO: Epoch: [9] [ 20/610] learning_rate: 0.239519 loss_vfl: 1.202635 loss_bbox: 0.578066 loss_dfl: 0.434077 loss: 2.208720 eta: 2 days, 0:26:28 batch_cost: 1.0453 data_cost: 0.0004 ips: 45.9180 images/s [03/12 04:49:10] ppdet.engine INFO: Epoch: [9] [ 40/610] learning_rate: 0.239515 loss_vfl: 1.215718 loss_bbox: 0.608932 loss_dfl: 0.462247 loss: 2.294817 eta: 2 days, 0:26:16 batch_cost: 0.9949 data_cost: 0.0004 ips: 48.2467 images/s [03/12 04:49:30] ppdet.engine INFO: Epoch: [9] [ 60/610] learning_rate: 0.239511 loss_vfl: 1.270576 loss_bbox: 0.618880 loss_dfl: 0.473902 loss: 2.368321 eta: 2 days, 0:24:47 batch_cost: 0.8738 data_cost: 0.0004 ips: 54.9346 images/s [03/12 04:49:52] ppdet.engine INFO: Epoch: [9] [ 80/610] learning_rate: 0.239508 loss_vfl: 1.307532 loss_bbox: 0.613953 loss_dfl: 0.482287 loss: 2.437305 eta: 2 days, 0:24:22 batch_cost: 0.9742 data_cost: 0.0004 ips: 49.2722 images/s [03/12 04:50:15] ppdet.engine INFO: Epoch: [9] [100/610] learning_rate: 0.239504 loss_vfl: 1.309149 loss_bbox: 0.636842 loss_dfl: 0.492155 loss: 2.452254 eta: 2 days, 0:24:08 batch_cost: 0.9907 data_cost: 0.0004 ips: 48.4525 images/s [03/12 04:50:37] ppdet.engine INFO: Epoch: [9] [120/610] learning_rate: 0.239500 loss_vfl: 1.203225 loss_bbox: 0.612761 loss_dfl: 0.454845 loss: 2.256078 eta: 2 days, 0:23:54 batch_cost: 0.9916 data_cost: 0.0010 ips: 48.4073 images/s [03/12 04:50:58] ppdet.engine INFO: Epoch: [9] [140/610] learning_rate: 0.239496 loss_vfl: 1.312629 loss_bbox: 0.634823 loss_dfl: 0.481467 loss: 2.421469 eta: 2 days, 0:23:21 batch_cost: 0.9602 data_cost: 0.0004 ips: 49.9919 images/s [03/12 04:51:20] ppdet.engine INFO: Epoch: [9] [160/610] learning_rate: 0.239493 loss_vfl: 1.211441 loss_bbox: 0.625911 loss_dfl: 0.463462 loss: 2.300094 eta: 2 days, 0:23:12 batch_cost: 0.9987 data_cost: 0.0004 ips: 48.0618 images/s [03/12 04:51:42] ppdet.engine INFO: Epoch: [9] [180/610] learning_rate: 0.239489 loss_vfl: 1.229219 loss_bbox: 0.581581 loss_dfl: 0.454831 loss: 2.237905 eta: 2 days, 0:22:49 batch_cost: 0.9768 data_cost: 0.0004 ips: 49.1379 images/s [03/12 04:52:04] ppdet.engine INFO: Epoch: [9] [200/610] learning_rate: 0.239485 loss_vfl: 1.214323 loss_bbox: 0.587078 loss_dfl: 0.445649 loss: 2.253821 eta: 2 days, 0:22:15 batch_cost: 0.9605 data_cost: 0.0003 ips: 49.9737 images/s [03/12 04:52:26] ppdet.engine INFO: Epoch: [9] [220/610] learning_rate: 0.239481 loss_vfl: 1.301563 loss_bbox: 0.607623 loss_dfl: 0.461873 loss: 2.359506 eta: 2 days, 0:21:23 batch_cost: 0.9291 data_cost: 0.0005 ips: 51.6624 images/s [03/12 04:52:48] ppdet.engine INFO: Epoch: [9] [240/610] learning_rate: 0.239477 loss_vfl: 1.214040 loss_bbox: 0.567815 loss_dfl: 0.446985 loss: 2.222007 eta: 2 days, 0:21:46 batch_cost: 1.0511 data_cost: 0.0004 ips: 45.6651 images/s [03/12 04:53:10] ppdet.engine INFO: Epoch: [9] [260/610] learning_rate: 0.239473 loss_vfl: 1.298669 loss_bbox: 0.642365 loss_dfl: 0.490200 loss: 2.433931 eta: 2 days, 0:21:37 batch_cost: 1.0001 data_cost: 0.0004 ips: 47.9974 images/s [03/12 04:53:33] ppdet.engine INFO: Epoch: [9] [280/610] learning_rate: 0.239470 loss_vfl: 1.286468 loss_bbox: 0.627237 loss_dfl: 0.485943 loss: 2.427780 eta: 2 days, 0:21:22 batch_cost: 0.9886 data_cost: 0.0004 ips: 48.5513 images/s [03/12 04:53:53] ppdet.engine INFO: Epoch: [9] [300/610] learning_rate: 0.239466 loss_vfl: 1.232388 loss_bbox: 0.605195 loss_dfl: 0.455873 loss: 2.295439 eta: 2 days, 0:20:26 batch_cost: 0.9226 data_cost: 0.0004 ips: 52.0291 images/s [03/12 04:54:14] ppdet.engine INFO: Epoch: [9] [320/610] learning_rate: 0.239462 loss_vfl: 1.198922 loss_bbox: 0.617325 loss_dfl: 0.466951 loss: 2.288653 eta: 2 days, 0:19:45 batch_cost: 0.9484 data_cost: 0.0004 ips: 50.6125 images/s [03/12 04:54:36] ppdet.engine INFO: Epoch: [9] [340/610] learning_rate: 0.239458 loss_vfl: 1.271650 loss_bbox: 0.618307 loss_dfl: 0.466056 loss: 2.366652 eta: 2 days, 0:18:41 batch_cost: 0.9077 data_cost: 0.0004 ips: 52.8792 images/s [03/12 04:54:58] ppdet.engine INFO: Epoch: [9] [360/610] learning_rate: 0.239454 loss_vfl: 1.226368 loss_bbox: 0.579448 loss_dfl: 0.450146 loss: 2.250659 eta: 2 days, 0:18:52 batch_cost: 1.0329 data_cost: 0.0004 ips: 46.4716 images/s [03/12 04:55:20] ppdet.engine INFO: Epoch: [9] [380/610] learning_rate: 0.239450 loss_vfl: 1.221693 loss_bbox: 0.586861 loss_dfl: 0.449937 loss: 2.260808 eta: 2 days, 0:18:44 batch_cost: 1.0009 data_cost: 0.0004 ips: 47.9550 images/s [03/12 04:55:41] ppdet.engine INFO: Epoch: [9] [400/610] learning_rate: 0.239446 loss_vfl: 1.180975 loss_bbox: 0.581365 loss_dfl: 0.449441 loss: 2.235498 eta: 2 days, 0:18:12 batch_cost: 0.9619 data_cost: 0.0004 ips: 49.9000 images/s [03/12 04:56:04] ppdet.engine INFO: Epoch: [9] [420/610] learning_rate: 0.239442 loss_vfl: 1.196073 loss_bbox: 0.590278 loss_dfl: 0.447012 loss: 2.258910 eta: 2 days, 0:18:08 batch_cost: 1.0072 data_cost: 0.0004 ips: 47.6582 images/s [03/12 04:56:25] ppdet.engine INFO: Epoch: [9] [440/610] learning_rate: 0.239438 loss_vfl: 1.175071 loss_bbox: 0.615656 loss_dfl: 0.460028 loss: 2.276760 eta: 2 days, 0:17:04 batch_cost: 0.9083 data_cost: 0.0004 ips: 52.8460 images/s [03/12 04:56:47] ppdet.engine INFO: Epoch: [9] [460/610] learning_rate: 0.239434 loss_vfl: 1.197851 loss_bbox: 0.597915 loss_dfl: 0.455316 loss: 2.242148 eta: 2 days, 0:17:04 batch_cost: 1.0146 data_cost: 0.0004 ips: 47.3098 images/s [03/12 04:57:09] ppdet.engine INFO: Epoch: [9] [480/610] learning_rate: 0.239430 loss_vfl: 1.212113 loss_bbox: 0.594596 loss_dfl: 0.453823 loss: 2.256860 eta: 2 days, 0:16:46 batch_cost: 0.9835 data_cost: 0.0010 ips: 48.8064 images/s [03/12 04:57:30] ppdet.engine INFO: Epoch: [9] [500/610] learning_rate: 0.239426 loss_vfl: 1.224179 loss_bbox: 0.621074 loss_dfl: 0.472198 loss: 2.339720 eta: 2 days, 0:16:03 batch_cost: 0.9430 data_cost: 0.0004 ips: 50.9026 images/s [03/12 04:57:52] ppdet.engine INFO: Epoch: [9] [520/610] learning_rate: 0.239422 loss_vfl: 1.197879 loss_bbox: 0.561538 loss_dfl: 0.427177 loss: 2.186392 eta: 2 days, 0:15:30 batch_cost: 0.9595 data_cost: 0.0004 ips: 50.0263 images/s [03/12 04:58:14] ppdet.engine INFO: Epoch: [9] [540/610] learning_rate: 0.239418 loss_vfl: 1.237674 loss_bbox: 0.592070 loss_dfl: 0.448003 loss: 2.276944 eta: 2 days, 0:15:44 batch_cost: 1.0384 data_cost: 0.0004 ips: 46.2244 images/s [03/12 04:58:36] ppdet.engine INFO: Epoch: [9] [560/610] learning_rate: 0.239414 loss_vfl: 1.287346 loss_bbox: 0.606045 loss_dfl: 0.474356 loss: 2.347646 eta: 2 days, 0:14:59 batch_cost: 0.9386 data_cost: 0.0004 ips: 51.1390 images/s [03/12 04:58:57] ppdet.engine INFO: Epoch: [9] [580/610] learning_rate: 0.239410 loss_vfl: 1.175453 loss_bbox: 0.565620 loss_dfl: 0.442721 loss: 2.123856 eta: 2 days, 0:13:05 batch_cost: 0.8194 data_cost: 0.0004 ips: 58.5767 images/s [03/12 04:59:19] ppdet.engine INFO: Epoch: [9] [600/610] learning_rate: 0.239406 loss_vfl: 1.209770 loss_bbox: 0.591092 loss_dfl: 0.461054 loss: 2.287797 eta: 2 days, 0:12:54 batch_cost: 0.9961 data_cost: 0.0006 ips: 48.1878 images/s [03/12 04:59:27] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 04:59:27] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco loading annotations into memory... Done (t=1.42s) creating index... index created! loading annotations into memory... Done (t=2.10s) creating index... index created! [03/12 04:59:38] ppdet.engine INFO: Eval iter: 0 [03/12 04:59:56] ppdet.engine INFO: Eval iter: 100 [03/12 05:00:07] ppdet.engine INFO: Eval iter: 200 [03/12 05:00:18] ppdet.engine INFO: Eval iter: 300 [03/12 05:00:29] ppdet.engine INFO: Eval iter: 400 [03/12 05:00:40] ppdet.engine INFO: Eval iter: 500 [03/12 05:00:51] ppdet.engine INFO: Eval iter: 600 [03/12 05:01:05] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.54s) creating index... index created! [03/12 05:01:06] 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=59.77s). Accumulating evaluation results... DONE (t=12.73s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.234 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.371 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.248 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.076 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.244 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.379 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.238 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.380 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.403 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.140 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.446 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.633 [03/12 05:02:25] ppdet.engine INFO: Total sample number: 4952, averge FPS: 61.260353671693444 [03/12 05:02:25] ppdet.engine INFO: Best test bbox ap is 0.234. [03/12 05:02:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 05:02:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 05:02:26] ppdet.engine INFO: Epoch: [10] [ 0/610] learning_rate: 0.239404 loss_vfl: 1.239468 loss_bbox: 0.588407 loss_dfl: 0.464529 loss: 2.323813 eta: 2 days, 0:10:06 batch_cost: 0.7123 data_cost: 0.0006 ips: 67.3844 images/s [03/12 05:02:48] ppdet.engine INFO: Epoch: [10] [ 20/610] learning_rate: 0.239400 loss_vfl: 1.184640 loss_bbox: 0.567646 loss_dfl: 0.434041 loss: 2.176754 eta: 2 days, 0:09:55 batch_cost: 0.9956 data_cost: 0.0004 ips: 48.2132 images/s [03/12 05:03:09] ppdet.engine INFO: Epoch: [10] [ 40/610] learning_rate: 0.239395 loss_vfl: 1.248856 loss_bbox: 0.616240 loss_dfl: 0.468715 loss: 2.331002 eta: 2 days, 0:09:02 batch_cost: 0.9219 data_cost: 0.0004 ips: 52.0671 images/s [03/12 05:03:30] ppdet.engine INFO: Epoch: [10] [ 60/610] learning_rate: 0.239391 loss_vfl: 1.181142 loss_bbox: 0.595316 loss_dfl: 0.461330 loss: 2.250256 eta: 2 days, 0:08:20 batch_cost: 0.9420 data_cost: 0.0005 ips: 50.9569 images/s [03/12 05:03:52] ppdet.engine INFO: Epoch: [10] [ 80/610] learning_rate: 0.239387 loss_vfl: 1.268654 loss_bbox: 0.636141 loss_dfl: 0.468962 loss: 2.391706 eta: 2 days, 0:07:21 batch_cost: 0.9109 data_cost: 0.0004 ips: 52.6972 images/s [03/12 05:04:14] ppdet.engine INFO: Epoch: [10] [100/610] learning_rate: 0.239383 loss_vfl: 1.252859 loss_bbox: 0.619948 loss_dfl: 0.472071 loss: 2.357311 eta: 2 days, 0:06:35 batch_cost: 0.9327 data_cost: 0.0004 ips: 51.4639 images/s [03/12 05:04:37] ppdet.engine INFO: Epoch: [10] [120/610] learning_rate: 0.239379 loss_vfl: 1.248752 loss_bbox: 0.613589 loss_dfl: 0.479175 loss: 2.360085 eta: 2 days, 0:06:17 batch_cost: 0.9833 data_cost: 0.0010 ips: 48.8131 images/s [03/12 05:04:59] ppdet.engine INFO: Epoch: [10] [140/610] learning_rate: 0.239375 loss_vfl: 1.216873 loss_bbox: 0.616630 loss_dfl: 0.463436 loss: 2.282016 eta: 2 days, 0:06:39 batch_cost: 1.0529 data_cost: 0.0004 ips: 45.5878 images/s [03/12 05:05:21] ppdet.engine INFO: Epoch: [10] [160/610] learning_rate: 0.239370 loss_vfl: 1.163536 loss_bbox: 0.577546 loss_dfl: 0.435011 loss: 2.160885 eta: 2 days, 0:06:32 batch_cost: 1.0014 data_cost: 0.0004 ips: 47.9321 images/s [03/12 05:05:43] ppdet.engine INFO: Epoch: [10] [180/610] learning_rate: 0.239366 loss_vfl: 1.202767 loss_bbox: 0.573680 loss_dfl: 0.432860 loss: 2.214932 eta: 2 days, 0:05:46 batch_cost: 0.9328 data_cost: 0.0004 ips: 51.4567 images/s [03/12 05:06:04] ppdet.engine INFO: Epoch: [10] [200/610] learning_rate: 0.239362 loss_vfl: 1.212513 loss_bbox: 0.603419 loss_dfl: 0.464260 loss: 2.382752 eta: 2 days, 0:04:45 batch_cost: 0.9067 data_cost: 0.0004 ips: 52.9401 images/s [03/12 05:06:25] ppdet.engine INFO: Epoch: [10] [220/610] learning_rate: 0.239358 loss_vfl: 1.225006 loss_bbox: 0.573692 loss_dfl: 0.450176 loss: 2.253466 eta: 2 days, 0:03:57 batch_cost: 0.9293 data_cost: 0.0004 ips: 51.6515 images/s [03/12 05:06:48] ppdet.engine INFO: Epoch: [10] [240/610] learning_rate: 0.239353 loss_vfl: 1.216347 loss_bbox: 0.592692 loss_dfl: 0.462817 loss: 2.266725 eta: 2 days, 0:04:12 batch_cost: 1.0401 data_cost: 0.0004 ips: 46.1515 images/s [03/12 05:07:09] ppdet.engine INFO: Epoch: [10] [260/610] learning_rate: 0.239349 loss_vfl: 1.258557 loss_bbox: 0.593616 loss_dfl: 0.475102 loss: 2.371950 eta: 2 days, 0:03:33 batch_cost: 0.9461 data_cost: 0.0008 ips: 50.7362 images/s [03/12 05:07:29] ppdet.engine INFO: Epoch: [10] [280/610] learning_rate: 0.239345 loss_vfl: 1.197226 loss_bbox: 0.581749 loss_dfl: 0.453099 loss: 2.245660 eta: 2 days, 0:02:38 batch_cost: 0.9153 data_cost: 0.0004 ips: 52.4431 images/s [03/12 05:07:51] ppdet.engine INFO: Epoch: [10] [300/610] learning_rate: 0.239340 loss_vfl: 1.275479 loss_bbox: 0.601491 loss_dfl: 0.469181 loss: 2.350268 eta: 2 days, 0:02:17 batch_cost: 0.9757 data_cost: 0.0004 ips: 49.1947 images/s [03/12 05:08:13] ppdet.engine INFO: Epoch: [10] [320/610] learning_rate: 0.239336 loss_vfl: 1.303540 loss_bbox: 0.622379 loss_dfl: 0.472863 loss: 2.372184 eta: 2 days, 0:01:53 batch_cost: 0.9715 data_cost: 0.0004 ips: 49.4066 images/s [03/12 05:08:35] ppdet.engine INFO: Epoch: [10] [340/610] learning_rate: 0.239332 loss_vfl: 1.312352 loss_bbox: 0.610471 loss_dfl: 0.482685 loss: 2.400610 eta: 2 days, 0:01:36 batch_cost: 0.9846 data_cost: 0.0006 ips: 48.7532 images/s [03/12 05:08:56] ppdet.engine INFO: Epoch: [10] [360/610] learning_rate: 0.239327 loss_vfl: 1.230232 loss_bbox: 0.623134 loss_dfl: 0.471708 loss: 2.322555 eta: 2 days, 0:00:47 batch_cost: 0.9258 data_cost: 0.0004 ips: 51.8486 images/s [03/12 05:09:19] ppdet.engine INFO: Epoch: [10] [380/610] learning_rate: 0.239323 loss_vfl: 1.216295 loss_bbox: 0.577681 loss_dfl: 0.450925 loss: 2.231931 eta: 2 days, 0:01:01 batch_cost: 1.0398 data_cost: 0.0004 ips: 46.1643 images/s [03/12 05:09:40] ppdet.engine INFO: Epoch: [10] [400/610] learning_rate: 0.239319 loss_vfl: 1.240942 loss_bbox: 0.578011 loss_dfl: 0.459040 loss: 2.266569 eta: 2 days, 0:00:33 batch_cost: 0.9633 data_cost: 0.0004 ips: 49.8310 images/s [03/12 05:10:02] ppdet.engine INFO: Epoch: [10] [420/610] learning_rate: 0.239314 loss_vfl: 1.220896 loss_bbox: 0.586751 loss_dfl: 0.456382 loss: 2.263251 eta: 2 days, 0:00:27 batch_cost: 1.0046 data_cost: 0.0010 ips: 47.7808 images/s [03/12 05:10:23] ppdet.engine INFO: Epoch: [10] [440/610] learning_rate: 0.239310 loss_vfl: 1.254668 loss_bbox: 0.618688 loss_dfl: 0.484959 loss: 2.403880 eta: 1 day, 23:59:47 batch_cost: 0.9412 data_cost: 0.0004 ips: 50.9979 images/s [03/12 05:10:45] ppdet.engine INFO: Epoch: [10] [460/610] learning_rate: 0.239305 loss_vfl: 1.267754 loss_bbox: 0.620982 loss_dfl: 0.467255 loss: 2.371004 eta: 1 day, 23:59:04 batch_cost: 0.9367 data_cost: 0.0004 ips: 51.2442 images/s [03/12 05:11:07] ppdet.engine INFO: Epoch: [10] [480/610] learning_rate: 0.239301 loss_vfl: 1.315262 loss_bbox: 0.625192 loss_dfl: 0.484117 loss: 2.426132 eta: 1 day, 23:58:48 batch_cost: 0.9849 data_cost: 0.0004 ips: 48.7367 images/s [03/12 05:11:30] ppdet.engine INFO: Epoch: [10] [500/610] learning_rate: 0.239297 loss_vfl: 1.188059 loss_bbox: 0.602651 loss_dfl: 0.461685 loss: 2.221634 eta: 1 day, 23:59:13 batch_cost: 1.0626 data_cost: 0.0004 ips: 45.1714 images/s [03/12 05:11:51] ppdet.engine INFO: Epoch: [10] [520/610] learning_rate: 0.239292 loss_vfl: 1.263955 loss_bbox: 0.621791 loss_dfl: 0.486072 loss: 2.350939 eta: 1 day, 23:58:09 batch_cost: 0.8964 data_cost: 0.0004 ips: 53.5477 images/s [03/12 05:12:13] ppdet.engine INFO: Epoch: [10] [540/610] learning_rate: 0.239288 loss_vfl: 1.249774 loss_bbox: 0.624792 loss_dfl: 0.474757 loss: 2.394264 eta: 1 day, 23:57:35 batch_cost: 0.9521 data_cost: 0.0004 ips: 50.4150 images/s [03/12 05:12:36] ppdet.engine INFO: Epoch: [10] [560/610] learning_rate: 0.239283 loss_vfl: 1.251907 loss_bbox: 0.599211 loss_dfl: 0.451926 loss: 2.277902 eta: 1 day, 23:57:09 batch_cost: 0.9660 data_cost: 0.0004 ips: 49.6870 images/s [03/12 05:12:56] ppdet.engine INFO: Epoch: [10] [580/610] learning_rate: 0.239279 loss_vfl: 1.216854 loss_bbox: 0.611077 loss_dfl: 0.464262 loss: 2.304415 eta: 1 day, 23:56:22 batch_cost: 0.9284 data_cost: 0.0004 ips: 51.6991 images/s [03/12 05:13:17] ppdet.engine INFO: Epoch: [10] [600/610] learning_rate: 0.239274 loss_vfl: 1.241695 loss_bbox: 0.598346 loss_dfl: 0.457811 loss: 2.294042 eta: 1 day, 23:55:53 batch_cost: 0.9595 data_cost: 0.0005 ips: 50.0270 images/s [03/12 05:13:36] ppdet.engine INFO: Epoch: [11] [ 0/610] learning_rate: 0.239272 loss_vfl: 1.214707 loss_bbox: 0.584182 loss_dfl: 0.448986 loss: 2.223662 eta: 1 day, 23:58:16 batch_cost: 1.2553 data_cost: 0.5369 ips: 38.2367 images/s [03/12 05:14:02] ppdet.engine INFO: Epoch: [11] [ 20/610] learning_rate: 0.239267 loss_vfl: 1.183504 loss_bbox: 0.604552 loss_dfl: 0.458663 loss: 2.251612 eta: 1 day, 23:59:30 batch_cost: 1.1569 data_cost: 0.0008 ips: 41.4916 images/s [03/12 05:14:23] ppdet.engine INFO: Epoch: [11] [ 40/610] learning_rate: 0.239263 loss_vfl: 1.230815 loss_bbox: 0.615275 loss_dfl: 0.469617 loss: 2.329987 eta: 1 day, 23:58:49 batch_cost: 0.9403 data_cost: 0.0004 ips: 51.0488 images/s [03/12 05:14:46] ppdet.engine INFO: Epoch: [11] [ 60/610] learning_rate: 0.239258 loss_vfl: 1.268903 loss_bbox: 0.638281 loss_dfl: 0.479004 loss: 2.380328 eta: 1 day, 23:58:54 batch_cost: 1.0265 data_cost: 0.0004 ips: 46.7593 images/s [03/12 05:15:08] ppdet.engine INFO: Epoch: [11] [ 80/610] learning_rate: 0.239254 loss_vfl: 1.181018 loss_bbox: 0.539203 loss_dfl: 0.424868 loss: 2.104099 eta: 1 day, 23:58:37 batch_cost: 0.9854 data_cost: 0.0009 ips: 48.7107 images/s [03/12 05:15:30] ppdet.engine INFO: Epoch: [11] [100/610] learning_rate: 0.239249 loss_vfl: 1.194377 loss_bbox: 0.574069 loss_dfl: 0.449829 loss: 2.211145 eta: 1 day, 23:57:54 batch_cost: 0.9359 data_cost: 0.0004 ips: 51.2876 images/s [03/12 05:15:51] ppdet.engine INFO: Epoch: [11] [120/610] learning_rate: 0.239244 loss_vfl: 1.285293 loss_bbox: 0.612006 loss_dfl: 0.484696 loss: 2.348221 eta: 1 day, 23:57:18 batch_cost: 0.9485 data_cost: 0.0004 ips: 50.6040 images/s [03/12 05:16:13] ppdet.engine INFO: Epoch: [11] [140/610] learning_rate: 0.239240 loss_vfl: 1.227049 loss_bbox: 0.596739 loss_dfl: 0.458230 loss: 2.297143 eta: 1 day, 23:57:01 batch_cost: 0.9838 data_cost: 0.0004 ips: 48.7903 images/s [03/12 05:16:35] ppdet.engine INFO: Epoch: [11] [160/610] learning_rate: 0.239235 loss_vfl: 1.275697 loss_bbox: 0.636366 loss_dfl: 0.486820 loss: 2.395764 eta: 1 day, 23:56:29 batch_cost: 0.9556 data_cost: 0.0013 ips: 50.2309 images/s [03/12 05:16:57] ppdet.engine INFO: Epoch: [11] [180/610] learning_rate: 0.239230 loss_vfl: 1.180976 loss_bbox: 0.571444 loss_dfl: 0.443980 loss: 2.198608 eta: 1 day, 23:55:32 batch_cost: 0.9067 data_cost: 0.0014 ips: 52.9386 images/s [03/12 05:17:18] ppdet.engine INFO: Epoch: [11] [200/610] learning_rate: 0.239226 loss_vfl: 1.182693 loss_bbox: 0.580404 loss_dfl: 0.447963 loss: 2.198835 eta: 1 day, 23:54:57 batch_cost: 0.9498 data_cost: 0.0004 ips: 50.5395 images/s [03/12 05:17:40] ppdet.engine INFO: Epoch: [11] [220/610] learning_rate: 0.239221 loss_vfl: 1.310600 loss_bbox: 0.638471 loss_dfl: 0.495479 loss: 2.442042 eta: 1 day, 23:54:12 batch_cost: 0.9306 data_cost: 0.0004 ips: 51.5784 images/s [03/12 05:18:02] ppdet.engine INFO: Epoch: [11] [240/610] learning_rate: 0.239216 loss_vfl: 1.157899 loss_bbox: 0.562451 loss_dfl: 0.434789 loss: 2.135071 eta: 1 day, 23:54:00 batch_cost: 0.9940 data_cost: 0.0004 ips: 48.2897 images/s [03/12 05:18:23] ppdet.engine INFO: Epoch: [11] [260/610] learning_rate: 0.239212 loss_vfl: 1.288318 loss_bbox: 0.631514 loss_dfl: 0.482168 loss: 2.389463 eta: 1 day, 23:53:01 batch_cost: 0.9018 data_cost: 0.0009 ips: 53.2251 images/s [03/12 05:18:45] ppdet.engine INFO: Epoch: [11] [280/610] learning_rate: 0.239207 loss_vfl: 1.195708 loss_bbox: 0.580922 loss_dfl: 0.439728 loss: 2.255272 eta: 1 day, 23:52:47 batch_cost: 0.9888 data_cost: 0.0004 ips: 48.5427 images/s [03/12 05:19:07] ppdet.engine INFO: Epoch: [11] [300/610] learning_rate: 0.239202 loss_vfl: 1.210727 loss_bbox: 0.563345 loss_dfl: 0.432191 loss: 2.184862 eta: 1 day, 23:52:30 batch_cost: 0.9848 data_cost: 0.0004 ips: 48.7392 images/s [03/12 05:19:28] ppdet.engine INFO: Epoch: [11] [320/610] learning_rate: 0.239197 loss_vfl: 1.227369 loss_bbox: 0.589954 loss_dfl: 0.461534 loss: 2.289096 eta: 1 day, 23:51:56 batch_cost: 0.9508 data_cost: 0.0005 ips: 50.4847 images/s [03/12 05:19:50] ppdet.engine INFO: Epoch: [11] [340/610] learning_rate: 0.239193 loss_vfl: 1.233695 loss_bbox: 0.592231 loss_dfl: 0.461076 loss: 2.275738 eta: 1 day, 23:51:35 batch_cost: 0.9774 data_cost: 0.0004 ips: 49.1090 images/s [03/12 05:20:12] ppdet.engine INFO: Epoch: [11] [360/610] learning_rate: 0.239188 loss_vfl: 1.257868 loss_bbox: 0.604506 loss_dfl: 0.457552 loss: 2.302504 eta: 1 day, 23:51:22 batch_cost: 0.9925 data_cost: 0.0004 ips: 48.3618 images/s [03/12 05:20:34] ppdet.engine INFO: Epoch: [11] [380/610] learning_rate: 0.239183 loss_vfl: 1.183199 loss_bbox: 0.592165 loss_dfl: 0.447679 loss: 2.218658 eta: 1 day, 23:50:40 batch_cost: 0.9326 data_cost: 0.0004 ips: 51.4691 images/s [03/12 05:20:56] ppdet.engine INFO: Epoch: [11] [400/610] learning_rate: 0.239178 loss_vfl: 1.202815 loss_bbox: 0.588229 loss_dfl: 0.459961 loss: 2.214386 eta: 1 day, 23:50:11 batch_cost: 0.9606 data_cost: 0.0004 ips: 49.9666 images/s [03/12 05:21:19] ppdet.engine INFO: Epoch: [11] [420/610] learning_rate: 0.239173 loss_vfl: 1.143721 loss_bbox: 0.558670 loss_dfl: 0.418550 loss: 2.091265 eta: 1 day, 23:50:19 batch_cost: 1.0359 data_cost: 0.0004 ips: 46.3359 images/s [03/12 05:21:39] ppdet.engine INFO: Epoch: [11] [440/610] learning_rate: 0.239169 loss_vfl: 1.254841 loss_bbox: 0.631912 loss_dfl: 0.480740 loss: 2.390143 eta: 1 day, 23:49:22 batch_cost: 0.9031 data_cost: 0.0004 ips: 53.1479 images/s [03/12 05:22:01] ppdet.engine INFO: Epoch: [11] [460/610] learning_rate: 0.239164 loss_vfl: 1.251242 loss_bbox: 0.621706 loss_dfl: 0.474064 loss: 2.393268 eta: 1 day, 23:48:50 batch_cost: 0.9536 data_cost: 0.0004 ips: 50.3360 images/s [03/12 05:22:22] ppdet.engine INFO: Epoch: [11] [480/610] learning_rate: 0.239159 loss_vfl: 1.243434 loss_bbox: 0.625305 loss_dfl: 0.473506 loss: 2.356812 eta: 1 day, 23:48:28 batch_cost: 0.9731 data_cost: 0.0007 ips: 49.3255 images/s [03/12 05:22:43] ppdet.engine INFO: Epoch: [11] [500/610] learning_rate: 0.239154 loss_vfl: 1.163533 loss_bbox: 0.568368 loss_dfl: 0.432574 loss: 2.187711 eta: 1 day, 23:47:34 batch_cost: 0.9086 data_cost: 0.0004 ips: 52.8257 images/s [03/12 05:23:05] ppdet.engine INFO: Epoch: [11] [520/610] learning_rate: 0.239149 loss_vfl: 1.176418 loss_bbox: 0.565099 loss_dfl: 0.440603 loss: 2.166113 eta: 1 day, 23:47:13 batch_cost: 0.9755 data_cost: 0.0004 ips: 49.2064 images/s [03/12 05:23:25] ppdet.engine INFO: Epoch: [11] [540/610] learning_rate: 0.239144 loss_vfl: 1.145477 loss_bbox: 0.579573 loss_dfl: 0.440108 loss: 2.156367 eta: 1 day, 23:46:21 batch_cost: 0.9112 data_cost: 0.0004 ips: 52.6774 images/s [03/12 05:23:47] ppdet.engine INFO: Epoch: [11] [560/610] learning_rate: 0.239139 loss_vfl: 1.184250 loss_bbox: 0.561372 loss_dfl: 0.438499 loss: 2.203320 eta: 1 day, 23:46:16 batch_cost: 1.0087 data_cost: 0.0012 ips: 47.5840 images/s [03/12 05:24:09] ppdet.engine INFO: Epoch: [11] [580/610] learning_rate: 0.239134 loss_vfl: 1.175978 loss_bbox: 0.575318 loss_dfl: 0.431935 loss: 2.149345 eta: 1 day, 23:45:51 batch_cost: 0.9686 data_cost: 0.0004 ips: 49.5562 images/s [03/12 05:24:29] ppdet.engine INFO: Epoch: [11] [600/610] learning_rate: 0.239129 loss_vfl: 1.263303 loss_bbox: 0.618854 loss_dfl: 0.475785 loss: 2.334990 eta: 1 day, 23:45:09 batch_cost: 0.9323 data_cost: 0.0007 ips: 51.4835 images/s [03/12 05:24:51] ppdet.engine INFO: Epoch: [12] [ 0/610] learning_rate: 0.239127 loss_vfl: 1.259441 loss_bbox: 0.634728 loss_dfl: 0.475869 loss: 2.362316 eta: 1 day, 23:48:24 batch_cost: 1.3888 data_cost: 0.5762 ips: 34.5621 images/s [03/12 05:25:16] ppdet.engine INFO: Epoch: [12] [ 20/610] learning_rate: 0.239122 loss_vfl: 1.186874 loss_bbox: 0.569119 loss_dfl: 0.440593 loss: 2.226390 eta: 1 day, 23:48:59 batch_cost: 1.0939 data_cost: 0.0008 ips: 43.8809 images/s [03/12 05:25:39] ppdet.engine INFO: Epoch: [12] [ 40/610] learning_rate: 0.239117 loss_vfl: 1.189856 loss_bbox: 0.582463 loss_dfl: 0.458580 loss: 2.198469 eta: 1 day, 23:48:21 batch_cost: 0.9412 data_cost: 0.0004 ips: 51.0008 images/s [03/12 05:26:00] ppdet.engine INFO: Epoch: [12] [ 60/610] learning_rate: 0.239112 loss_vfl: 1.185091 loss_bbox: 0.594175 loss_dfl: 0.450249 loss: 2.233785 eta: 1 day, 23:47:38 batch_cost: 0.9317 data_cost: 0.0016 ips: 51.5178 images/s [03/12 05:26:23] ppdet.engine INFO: Epoch: [12] [ 80/610] learning_rate: 0.239107 loss_vfl: 1.181683 loss_bbox: 0.559827 loss_dfl: 0.443466 loss: 2.192161 eta: 1 day, 23:47:47 batch_cost: 1.0391 data_cost: 0.0004 ips: 46.1943 images/s [03/12 05:26:44] ppdet.engine INFO: Epoch: [12] [100/610] learning_rate: 0.239102 loss_vfl: 1.176251 loss_bbox: 0.572688 loss_dfl: 0.446900 loss: 2.186204 eta: 1 day, 23:46:48 batch_cost: 0.8971 data_cost: 0.0015 ips: 53.5032 images/s [03/12 05:27:06] ppdet.engine INFO: Epoch: [12] [120/610] learning_rate: 0.239097 loss_vfl: 1.208029 loss_bbox: 0.627900 loss_dfl: 0.468027 loss: 2.297737 eta: 1 day, 23:45:58 batch_cost: 0.9147 data_cost: 0.0004 ips: 52.4775 images/s [03/12 05:27:27] ppdet.engine INFO: Epoch: [12] [140/610] learning_rate: 0.239092 loss_vfl: 1.250252 loss_bbox: 0.609161 loss_dfl: 0.467053 loss: 2.328001 eta: 1 day, 23:44:50 batch_cost: 0.8760 data_cost: 0.0005 ips: 54.7922 images/s [03/12 05:27:48] ppdet.engine INFO: Epoch: [12] [160/610] learning_rate: 0.239087 loss_vfl: 1.236504 loss_bbox: 0.617995 loss_dfl: 0.464163 loss: 2.353191 eta: 1 day, 23:44:18 batch_cost: 0.9537 data_cost: 0.0004 ips: 50.3292 images/s [03/12 05:28:10] ppdet.engine INFO: Epoch: [12] [180/610] learning_rate: 0.239081 loss_vfl: 1.235572 loss_bbox: 0.613975 loss_dfl: 0.472742 loss: 2.311231 eta: 1 day, 23:43:46 batch_cost: 0.9531 data_cost: 0.0004 ips: 50.3604 images/s [03/12 05:28:32] ppdet.engine INFO: Epoch: [12] [200/610] learning_rate: 0.239076 loss_vfl: 1.265136 loss_bbox: 0.591581 loss_dfl: 0.463933 loss: 2.307828 eta: 1 day, 23:43:49 batch_cost: 1.0266 data_cost: 0.0004 ips: 46.7555 images/s [03/12 05:28:54] ppdet.engine INFO: Epoch: [12] [220/610] learning_rate: 0.239071 loss_vfl: 1.266243 loss_bbox: 0.623002 loss_dfl: 0.468663 loss: 2.349896 eta: 1 day, 23:43:36 batch_cost: 0.9930 data_cost: 0.0004 ips: 48.3399 images/s [03/12 05:29:15] ppdet.engine INFO: Epoch: [12] [240/610] learning_rate: 0.239066 loss_vfl: 1.163862 loss_bbox: 0.576570 loss_dfl: 0.440125 loss: 2.198074 eta: 1 day, 23:43:32 batch_cost: 1.0133 data_cost: 0.0004 ips: 47.3717 images/s [03/12 05:29:37] ppdet.engine INFO: Epoch: [12] [260/610] learning_rate: 0.239061 loss_vfl: 1.278267 loss_bbox: 0.639965 loss_dfl: 0.474031 loss: 2.377375 eta: 1 day, 23:42:46 batch_cost: 0.9220 data_cost: 0.0004 ips: 52.0609 images/s [03/12 05:29:59] ppdet.engine INFO: Epoch: [12] [280/610] learning_rate: 0.239056 loss_vfl: 1.276547 loss_bbox: 0.637543 loss_dfl: 0.480222 loss: 2.383111 eta: 1 day, 23:42:20 batch_cost: 0.9653 data_cost: 0.0004 ips: 49.7266 images/s [03/12 05:30:19] ppdet.engine INFO: Epoch: [12] [300/610] learning_rate: 0.239051 loss_vfl: 1.189823 loss_bbox: 0.597393 loss_dfl: 0.460220 loss: 2.231141 eta: 1 day, 23:41:40 batch_cost: 0.9355 data_cost: 0.0004 ips: 51.3102 images/s [03/12 05:30:40] ppdet.engine INFO: Epoch: [12] [320/610] learning_rate: 0.239045 loss_vfl: 1.200825 loss_bbox: 0.571842 loss_dfl: 0.456521 loss: 2.227631 eta: 1 day, 23:41:12 batch_cost: 0.9595 data_cost: 0.0004 ips: 50.0262 images/s [03/12 05:31:01] ppdet.engine INFO: Epoch: [12] [340/610] learning_rate: 0.239040 loss_vfl: 1.194371 loss_bbox: 0.585012 loss_dfl: 0.443460 loss: 2.215511 eta: 1 day, 23:40:59 batch_cost: 0.9952 data_cost: 0.0004 ips: 48.2310 images/s [03/12 05:31:22] ppdet.engine INFO: Epoch: [12] [360/610] learning_rate: 0.239035 loss_vfl: 1.128899 loss_bbox: 0.544888 loss_dfl: 0.422586 loss: 2.063951 eta: 1 day, 23:40:15 batch_cost: 0.9244 data_cost: 0.0004 ips: 51.9246 images/s [03/12 05:31:43] ppdet.engine INFO: Epoch: [12] [380/610] learning_rate: 0.239030 loss_vfl: 1.196428 loss_bbox: 0.586396 loss_dfl: 0.446274 loss: 2.218368 eta: 1 day, 23:39:48 batch_cost: 0.9618 data_cost: 0.0004 ips: 49.9069 images/s [03/12 05:32:06] ppdet.engine INFO: Epoch: [12] [400/610] learning_rate: 0.239025 loss_vfl: 1.209760 loss_bbox: 0.604211 loss_dfl: 0.461219 loss: 2.249012 eta: 1 day, 23:39:25 batch_cost: 0.9727 data_cost: 0.0004 ips: 49.3486 images/s [03/12 05:32:27] ppdet.engine INFO: Epoch: [12] [420/610] learning_rate: 0.239019 loss_vfl: 1.239178 loss_bbox: 0.596357 loss_dfl: 0.452349 loss: 2.318423 eta: 1 day, 23:39:03 batch_cost: 0.9741 data_cost: 0.0004 ips: 49.2787 images/s [03/12 05:32:49] ppdet.engine INFO: Epoch: [12] [440/610] learning_rate: 0.239014 loss_vfl: 1.211784 loss_bbox: 0.566321 loss_dfl: 0.441498 loss: 2.194527 eta: 1 day, 23:38:38 batch_cost: 0.9663 data_cost: 0.0004 ips: 49.6756 images/s [03/12 05:33:11] ppdet.engine INFO: Epoch: [12] [460/610] learning_rate: 0.239009 loss_vfl: 1.244244 loss_bbox: 0.585057 loss_dfl: 0.463816 loss: 2.321022 eta: 1 day, 23:38:00 batch_cost: 0.9376 data_cost: 0.0004 ips: 51.1946 images/s [03/12 05:33:33] ppdet.engine INFO: Epoch: [12] [480/610] learning_rate: 0.239003 loss_vfl: 1.145450 loss_bbox: 0.544010 loss_dfl: 0.429027 loss: 2.126166 eta: 1 day, 23:37:25 batch_cost: 0.9445 data_cost: 0.0004 ips: 50.8221 images/s [03/12 05:33:54] ppdet.engine INFO: Epoch: [12] [500/610] learning_rate: 0.238998 loss_vfl: 1.202790 loss_bbox: 0.607381 loss_dfl: 0.474264 loss: 2.262002 eta: 1 day, 23:37:03 batch_cost: 0.9718 data_cost: 0.0004 ips: 49.3948 images/s [03/12 05:34:16] ppdet.engine INFO: Epoch: [12] [520/610] learning_rate: 0.238993 loss_vfl: 1.164620 loss_bbox: 0.558703 loss_dfl: 0.440906 loss: 2.219431 eta: 1 day, 23:36:48 batch_cost: 0.9895 data_cost: 0.0004 ips: 48.5092 images/s [03/12 05:34:37] ppdet.engine INFO: Epoch: [12] [540/610] learning_rate: 0.238987 loss_vfl: 1.195052 loss_bbox: 0.586663 loss_dfl: 0.454125 loss: 2.259057 eta: 1 day, 23:35:24 batch_cost: 0.8341 data_cost: 0.0004 ips: 57.5476 images/s [03/12 05:34:57] ppdet.engine INFO: Epoch: [12] [560/610] learning_rate: 0.238982 loss_vfl: 1.181859 loss_bbox: 0.571558 loss_dfl: 0.446607 loss: 2.241170 eta: 1 day, 23:34:43 batch_cost: 0.9301 data_cost: 0.0004 ips: 51.6056 images/s [03/12 05:35:19] ppdet.engine INFO: Epoch: [12] [580/610] learning_rate: 0.238977 loss_vfl: 1.242322 loss_bbox: 0.588922 loss_dfl: 0.461367 loss: 2.287396 eta: 1 day, 23:34:08 batch_cost: 0.9432 data_cost: 0.0004 ips: 50.8914 images/s [03/12 05:35:39] ppdet.engine INFO: Epoch: [12] [600/610] learning_rate: 0.238971 loss_vfl: 1.209591 loss_bbox: 0.600293 loss_dfl: 0.449975 loss: 2.217669 eta: 1 day, 23:33:12 batch_cost: 0.8964 data_cost: 0.0005 ips: 53.5456 images/s [03/12 05:36:02] ppdet.engine INFO: Epoch: [13] [ 0/610] learning_rate: 0.238969 loss_vfl: 1.183761 loss_bbox: 0.596944 loss_dfl: 0.455329 loss: 2.227588 eta: 1 day, 23:36:11 batch_cost: 1.3331 data_cost: 0.3705 ips: 36.0069 images/s [03/12 05:36:27] ppdet.engine INFO: Epoch: [13] [ 20/610] learning_rate: 0.238963 loss_vfl: 1.205271 loss_bbox: 0.574639 loss_dfl: 0.456746 loss: 2.240716 eta: 1 day, 23:37:31 batch_cost: 1.2046 data_cost: 0.0004 ips: 39.8468 images/s [03/12 05:36:49] ppdet.engine INFO: Epoch: [13] [ 40/610] learning_rate: 0.238958 loss_vfl: 1.196718 loss_bbox: 0.589892 loss_dfl: 0.464692 loss: 2.254845 eta: 1 day, 23:36:58 batch_cost: 0.9485 data_cost: 0.0006 ips: 50.6082 images/s [03/12 05:37:10] ppdet.engine INFO: Epoch: [13] [ 60/610] learning_rate: 0.238952 loss_vfl: 1.168666 loss_bbox: 0.596516 loss_dfl: 0.457538 loss: 2.226341 eta: 1 day, 23:36:21 batch_cost: 0.9387 data_cost: 0.0004 ips: 51.1355 images/s [03/12 05:37:33] ppdet.engine INFO: Epoch: [13] [ 80/610] learning_rate: 0.238947 loss_vfl: 1.275136 loss_bbox: 0.587612 loss_dfl: 0.465107 loss: 2.311851 eta: 1 day, 23:36:10 batch_cost: 1.0009 data_cost: 0.0004 ips: 47.9585 images/s [03/12 05:37:55] ppdet.engine INFO: Epoch: [13] [100/610] learning_rate: 0.238941 loss_vfl: 1.147383 loss_bbox: 0.553425 loss_dfl: 0.440932 loss: 2.108440 eta: 1 day, 23:35:54 batch_cost: 0.9858 data_cost: 0.0007 ips: 48.6937 images/s [03/12 05:38:16] ppdet.engine INFO: Epoch: [13] [120/610] learning_rate: 0.238936 loss_vfl: 1.193630 loss_bbox: 0.576506 loss_dfl: 0.452389 loss: 2.248504 eta: 1 day, 23:35:22 batch_cost: 0.9526 data_cost: 0.0004 ips: 50.3887 images/s [03/12 05:38:37] ppdet.engine INFO: Epoch: [13] [140/610] learning_rate: 0.238931 loss_vfl: 1.202941 loss_bbox: 0.576943 loss_dfl: 0.443944 loss: 2.213498 eta: 1 day, 23:35:00 batch_cost: 0.9718 data_cost: 0.0004 ips: 49.3932 images/s [03/12 05:38:58] ppdet.engine INFO: Epoch: [13] [160/610] learning_rate: 0.238925 loss_vfl: 1.207831 loss_bbox: 0.565557 loss_dfl: 0.442833 loss: 2.182188 eta: 1 day, 23:34:02 batch_cost: 0.8913 data_cost: 0.0004 ips: 53.8513 images/s [03/12 05:39:20] ppdet.engine INFO: Epoch: [13] [180/610] learning_rate: 0.238920 loss_vfl: 1.188064 loss_bbox: 0.570973 loss_dfl: 0.439734 loss: 2.187503 eta: 1 day, 23:33:30 batch_cost: 0.9510 data_cost: 0.0019 ips: 50.4722 images/s [03/12 05:39:42] ppdet.engine INFO: Epoch: [13] [200/610] learning_rate: 0.238914 loss_vfl: 1.191715 loss_bbox: 0.597845 loss_dfl: 0.466160 loss: 2.249561 eta: 1 day, 23:32:57 batch_cost: 0.9468 data_cost: 0.0004 ips: 50.6947 images/s [03/12 05:40:04] ppdet.engine INFO: Epoch: [13] [220/610] learning_rate: 0.238908 loss_vfl: 1.171103 loss_bbox: 0.579135 loss_dfl: 0.446845 loss: 2.162621 eta: 1 day, 23:32:51 batch_cost: 1.0097 data_cost: 0.0004 ips: 47.5375 images/s [03/12 05:40:26] ppdet.engine INFO: Epoch: [13] [240/610] learning_rate: 0.238903 loss_vfl: 1.212401 loss_bbox: 0.581504 loss_dfl: 0.450604 loss: 2.225282 eta: 1 day, 23:32:51 batch_cost: 1.0248 data_cost: 0.0004 ips: 46.8397 images/s [03/12 05:40:48] ppdet.engine INFO: Epoch: [13] [260/610] learning_rate: 0.238897 loss_vfl: 1.198695 loss_bbox: 0.608904 loss_dfl: 0.470627 loss: 2.292957 eta: 1 day, 23:31:38 batch_cost: 0.8558 data_cost: 0.0005 ips: 56.0863 images/s [03/12 05:41:10] ppdet.engine INFO: Epoch: [13] [280/610] learning_rate: 0.238892 loss_vfl: 1.221471 loss_bbox: 0.584184 loss_dfl: 0.461650 loss: 2.286068 eta: 1 day, 23:31:20 batch_cost: 0.9816 data_cost: 0.0011 ips: 48.9007 images/s [03/12 05:41:31] ppdet.engine INFO: Epoch: [13] [300/610] learning_rate: 0.238886 loss_vfl: 1.193433 loss_bbox: 0.608136 loss_dfl: 0.469058 loss: 2.291968 eta: 1 day, 23:30:30 batch_cost: 0.9080 data_cost: 0.0004 ips: 52.8632 images/s [03/12 05:41:53] ppdet.engine INFO: Epoch: [13] [320/610] learning_rate: 0.238880 loss_vfl: 1.204754 loss_bbox: 0.585805 loss_dfl: 0.459603 loss: 2.262076 eta: 1 day, 23:29:53 batch_cost: 0.9360 data_cost: 0.0008 ips: 51.2827 images/s [03/12 05:42:15] ppdet.engine INFO: Epoch: [13] [340/610] learning_rate: 0.238875 loss_vfl: 1.253065 loss_bbox: 0.611110 loss_dfl: 0.479615 loss: 2.325920 eta: 1 day, 23:29:29 batch_cost: 0.9695 data_cost: 0.0004 ips: 49.5090 images/s [03/12 05:42:37] ppdet.engine INFO: Epoch: [13] [360/610] learning_rate: 0.238869 loss_vfl: 1.187460 loss_bbox: 0.587682 loss_dfl: 0.445296 loss: 2.211360 eta: 1 day, 23:29:17 batch_cost: 0.9947 data_cost: 0.0005 ips: 48.2571 images/s [03/12 05:42:59] ppdet.engine INFO: Epoch: [13] [380/610] learning_rate: 0.238864 loss_vfl: 1.195370 loss_bbox: 0.577066 loss_dfl: 0.440982 loss: 2.213668 eta: 1 day, 23:29:19 batch_cost: 1.0309 data_cost: 0.0004 ips: 46.5623 images/s [03/12 05:43:21] ppdet.engine INFO: Epoch: [13] [400/610] learning_rate: 0.238858 loss_vfl: 1.177648 loss_bbox: 0.565322 loss_dfl: 0.432544 loss: 2.157600 eta: 1 day, 23:28:56 batch_cost: 0.9694 data_cost: 0.0004 ips: 49.5134 images/s [03/12 05:43:42] ppdet.engine INFO: Epoch: [13] [420/610] learning_rate: 0.238852 loss_vfl: 1.071820 loss_bbox: 0.533023 loss_dfl: 0.404807 loss: 1.988010 eta: 1 day, 23:28:25 batch_cost: 0.9522 data_cost: 0.0008 ips: 50.4114 images/s [03/12 05:44:03] ppdet.engine INFO: Epoch: [13] [440/610] learning_rate: 0.238846 loss_vfl: 1.201728 loss_bbox: 0.597853 loss_dfl: 0.475177 loss: 2.330629 eta: 1 day, 23:27:36 batch_cost: 0.9077 data_cost: 0.0004 ips: 52.8823 images/s [03/12 05:44:24] ppdet.engine INFO: Epoch: [13] [460/610] learning_rate: 0.238841 loss_vfl: 1.183383 loss_bbox: 0.567947 loss_dfl: 0.435534 loss: 2.222408 eta: 1 day, 23:27:02 batch_cost: 0.9446 data_cost: 0.0004 ips: 50.8167 images/s [03/12 05:44:46] ppdet.engine INFO: Epoch: [13] [480/610] learning_rate: 0.238835 loss_vfl: 1.173916 loss_bbox: 0.549330 loss_dfl: 0.431726 loss: 2.174893 eta: 1 day, 23:26:38 batch_cost: 0.9661 data_cost: 0.0004 ips: 49.6867 images/s [03/12 05:45:08] ppdet.engine INFO: Epoch: [13] [500/610] learning_rate: 0.238829 loss_vfl: 1.265068 loss_bbox: 0.609523 loss_dfl: 0.471677 loss: 2.318251 eta: 1 day, 23:25:56 batch_cost: 0.9259 data_cost: 0.0004 ips: 51.8390 images/s [03/12 05:45:29] ppdet.engine INFO: Epoch: [13] [520/610] learning_rate: 0.238824 loss_vfl: 1.284901 loss_bbox: 0.634628 loss_dfl: 0.489430 loss: 2.413386 eta: 1 day, 23:25:33 batch_cost: 0.9689 data_cost: 0.0004 ips: 49.5413 images/s [03/12 05:45:50] ppdet.engine INFO: Epoch: [13] [540/610] learning_rate: 0.238818 loss_vfl: 1.161800 loss_bbox: 0.571970 loss_dfl: 0.453147 loss: 2.181251 eta: 1 day, 23:24:58 batch_cost: 0.9417 data_cost: 0.0005 ips: 50.9705 images/s [03/12 05:46:12] ppdet.engine INFO: Epoch: [13] [560/610] learning_rate: 0.238812 loss_vfl: 1.139008 loss_bbox: 0.581663 loss_dfl: 0.432613 loss: 2.164315 eta: 1 day, 23:24:41 batch_cost: 0.9839 data_cost: 0.0004 ips: 48.7846 images/s [03/12 05:46:32] ppdet.engine INFO: Epoch: [13] [580/610] learning_rate: 0.238806 loss_vfl: 1.258379 loss_bbox: 0.586720 loss_dfl: 0.467924 loss: 2.325840 eta: 1 day, 23:23:45 batch_cost: 0.8891 data_cost: 0.0013 ips: 53.9859 images/s [03/12 05:46:54] ppdet.engine INFO: Epoch: [13] [600/610] learning_rate: 0.238800 loss_vfl: 1.238948 loss_bbox: 0.610178 loss_dfl: 0.476474 loss: 2.352708 eta: 1 day, 23:23:13 batch_cost: 0.9478 data_cost: 0.0005 ips: 50.6431 images/s [03/12 05:47:12] ppdet.engine INFO: Epoch: [14] [ 0/610] learning_rate: 0.238797 loss_vfl: 1.197438 loss_bbox: 0.585377 loss_dfl: 0.463198 loss: 2.220937 eta: 1 day, 23:24:21 batch_cost: 1.1222 data_cost: 0.3543 ips: 42.7716 images/s [03/12 05:47:37] ppdet.engine INFO: Epoch: [14] [ 20/610] learning_rate: 0.238792 loss_vfl: 1.226198 loss_bbox: 0.603118 loss_dfl: 0.456606 loss: 2.287185 eta: 1 day, 23:25:27 batch_cost: 1.1885 data_cost: 0.1108 ips: 40.3867 images/s [03/12 05:48:00] ppdet.engine INFO: Epoch: [14] [ 40/610] learning_rate: 0.238786 loss_vfl: 1.115564 loss_bbox: 0.538005 loss_dfl: 0.422189 loss: 2.070881 eta: 1 day, 23:25:25 batch_cost: 1.0202 data_cost: 0.0103 ips: 47.0476 images/s [03/12 05:48:23] ppdet.engine INFO: Epoch: [14] [ 60/610] learning_rate: 0.238780 loss_vfl: 1.169974 loss_bbox: 0.570533 loss_dfl: 0.442176 loss: 2.223430 eta: 1 day, 23:25:40 batch_cost: 1.0662 data_cost: 0.0004 ips: 45.0186 images/s [03/12 05:48:45] ppdet.engine INFO: Epoch: [14] [ 80/610] learning_rate: 0.238774 loss_vfl: 1.234106 loss_bbox: 0.585007 loss_dfl: 0.451723 loss: 2.262524 eta: 1 day, 23:25:30 batch_cost: 1.0016 data_cost: 0.0005 ips: 47.9216 images/s [03/12 05:49:07] ppdet.engine INFO: Epoch: [14] [100/610] learning_rate: 0.238768 loss_vfl: 1.259361 loss_bbox: 0.632487 loss_dfl: 0.473892 loss: 2.325190 eta: 1 day, 23:25:05 batch_cost: 0.9658 data_cost: 0.0004 ips: 49.6997 images/s [03/12 05:49:29] ppdet.engine INFO: Epoch: [14] [120/610] learning_rate: 0.238762 loss_vfl: 1.160773 loss_bbox: 0.567789 loss_dfl: 0.443513 loss: 2.185786 eta: 1 day, 23:24:57 batch_cost: 1.0070 data_cost: 0.0079 ips: 47.6649 images/s [03/12 05:49:49] ppdet.engine INFO: Epoch: [14] [140/610] learning_rate: 0.238756 loss_vfl: 1.219943 loss_bbox: 0.588875 loss_dfl: 0.447421 loss: 2.264427 eta: 1 day, 23:23:52 batch_cost: 0.8675 data_cost: 0.0004 ips: 55.3336 images/s [03/12 05:50:12] ppdet.engine INFO: Epoch: [14] [160/610] learning_rate: 0.238750 loss_vfl: 1.248082 loss_bbox: 0.612418 loss_dfl: 0.475989 loss: 2.327136 eta: 1 day, 23:23:45 batch_cost: 1.0098 data_cost: 0.0005 ips: 47.5344 images/s [03/12 05:50:34] ppdet.engine INFO: Epoch: [14] [180/610] learning_rate: 0.238744 loss_vfl: 1.201771 loss_bbox: 0.593563 loss_dfl: 0.450377 loss: 2.261381 eta: 1 day, 23:23:20 batch_cost: 0.9650 data_cost: 0.0004 ips: 49.7401 images/s [03/12 05:50:56] ppdet.engine INFO: Epoch: [14] [200/610] learning_rate: 0.238738 loss_vfl: 1.210584 loss_bbox: 0.578837 loss_dfl: 0.444950 loss: 2.214137 eta: 1 day, 23:23:10 batch_cost: 1.0025 data_cost: 0.0004 ips: 47.8786 images/s [03/12 05:51:18] ppdet.engine INFO: Epoch: [14] [220/610] learning_rate: 0.238732 loss_vfl: 1.158118 loss_bbox: 0.579587 loss_dfl: 0.446564 loss: 2.166147 eta: 1 day, 23:22:31 batch_cost: 0.9298 data_cost: 0.0004 ips: 51.6235 images/s [03/12 05:51:38] ppdet.engine INFO: Epoch: [14] [240/610] learning_rate: 0.238727 loss_vfl: 1.151854 loss_bbox: 0.562516 loss_dfl: 0.432639 loss: 2.139727 eta: 1 day, 23:21:50 batch_cost: 0.9244 data_cost: 0.0004 ips: 51.9252 images/s [03/12 05:52:00] ppdet.engine INFO: Epoch: [14] [260/610] learning_rate: 0.238721 loss_vfl: 1.203357 loss_bbox: 0.590287 loss_dfl: 0.465275 loss: 2.226739 eta: 1 day, 23:21:23 batch_cost: 0.9602 data_cost: 0.0101 ips: 49.9920 images/s [03/12 05:52:22] ppdet.engine INFO: Epoch: [14] [280/610] learning_rate: 0.238714 loss_vfl: 1.221340 loss_bbox: 0.572352 loss_dfl: 0.455644 loss: 2.231124 eta: 1 day, 23:21:04 batch_cost: 0.9817 data_cost: 0.0004 ips: 48.8940 images/s [03/12 05:52:44] ppdet.engine INFO: Epoch: [14] [300/610] learning_rate: 0.238708 loss_vfl: 1.266201 loss_bbox: 0.626139 loss_dfl: 0.486642 loss: 2.388338 eta: 1 day, 23:20:00 batch_cost: 0.8642 data_cost: 0.0004 ips: 55.5402 images/s [03/12 05:53:07] ppdet.engine INFO: Epoch: [14] [320/610] learning_rate: 0.238702 loss_vfl: 1.146090 loss_bbox: 0.573419 loss_dfl: 0.437224 loss: 2.174171 eta: 1 day, 23:19:44 batch_cost: 0.9893 data_cost: 0.0007 ips: 48.5175 images/s [03/12 05:53:30] ppdet.engine INFO: Epoch: [14] [340/610] learning_rate: 0.238696 loss_vfl: 1.190981 loss_bbox: 0.558469 loss_dfl: 0.443082 loss: 2.185122 eta: 1 day, 23:19:44 batch_cost: 1.0275 data_cost: 0.0004 ips: 46.7158 images/s [03/12 05:53:51] ppdet.engine INFO: Epoch: [14] [360/610] learning_rate: 0.238690 loss_vfl: 1.186045 loss_bbox: 0.575148 loss_dfl: 0.456482 loss: 2.210638 eta: 1 day, 23:18:50 batch_cost: 0.8899 data_cost: 0.0004 ips: 53.9369 images/s [03/12 05:54:13] ppdet.engine INFO: Epoch: [14] [380/610] learning_rate: 0.238684 loss_vfl: 1.161619 loss_bbox: 0.542411 loss_dfl: 0.440081 loss: 2.196733 eta: 1 day, 23:18:14 batch_cost: 0.9377 data_cost: 0.0004 ips: 51.1903 images/s [03/12 05:54:35] ppdet.engine INFO: Epoch: [14] [400/610] learning_rate: 0.238678 loss_vfl: 1.202597 loss_bbox: 0.613513 loss_dfl: 0.467258 loss: 2.281808 eta: 1 day, 23:17:28 batch_cost: 0.9093 data_cost: 0.0004 ips: 52.7896 images/s [03/12 05:54:57] ppdet.engine INFO: Epoch: [14] [420/610] learning_rate: 0.238672 loss_vfl: 1.240903 loss_bbox: 0.597275 loss_dfl: 0.458809 loss: 2.304392 eta: 1 day, 23:17:40 batch_cost: 1.0593 data_cost: 0.0004 ips: 45.3109 images/s [03/12 05:55:20] ppdet.engine INFO: Epoch: [14] [440/610] learning_rate: 0.238666 loss_vfl: 1.231529 loss_bbox: 0.614273 loss_dfl: 0.472017 loss: 2.350008 eta: 1 day, 23:17:32 batch_cost: 1.0075 data_cost: 0.0004 ips: 47.6434 images/s [03/12 05:55:41] ppdet.engine INFO: Epoch: [14] [460/610] learning_rate: 0.238660 loss_vfl: 1.206294 loss_bbox: 0.566126 loss_dfl: 0.445614 loss: 2.233003 eta: 1 day, 23:17:04 batch_cost: 0.9570 data_cost: 0.0004 ips: 50.1584 images/s [03/12 05:56:04] ppdet.engine INFO: Epoch: [14] [480/610] learning_rate: 0.238654 loss_vfl: 1.217402 loss_bbox: 0.590812 loss_dfl: 0.462020 loss: 2.269262 eta: 1 day, 23:16:30 batch_cost: 0.9408 data_cost: 0.0006 ips: 51.0203 images/s [03/12 05:56:26] ppdet.engine INFO: Epoch: [14] [500/610] learning_rate: 0.238647 loss_vfl: 1.205543 loss_bbox: 0.623012 loss_dfl: 0.470148 loss: 2.268460 eta: 1 day, 23:15:57 batch_cost: 0.9444 data_cost: 0.0004 ips: 50.8280 images/s [03/12 05:56:47] ppdet.engine INFO: Epoch: [14] [520/610] learning_rate: 0.238641 loss_vfl: 1.185497 loss_bbox: 0.546557 loss_dfl: 0.429743 loss: 2.184510 eta: 1 day, 23:15:40 batch_cost: 0.9838 data_cost: 0.0004 ips: 48.7911 images/s [03/12 05:57:09] ppdet.engine INFO: Epoch: [14] [540/610] learning_rate: 0.238635 loss_vfl: 1.217428 loss_bbox: 0.585634 loss_dfl: 0.456521 loss: 2.289495 eta: 1 day, 23:15:23 batch_cost: 0.9861 data_cost: 0.0004 ips: 48.6772 images/s [03/12 05:57:30] ppdet.engine INFO: Epoch: [14] [560/610] learning_rate: 0.238629 loss_vfl: 1.165395 loss_bbox: 0.590592 loss_dfl: 0.460268 loss: 2.197475 eta: 1 day, 23:14:50 batch_cost: 0.9428 data_cost: 0.0005 ips: 50.9138 images/s [03/12 05:57:51] ppdet.engine INFO: Epoch: [14] [580/610] learning_rate: 0.238623 loss_vfl: 1.214336 loss_bbox: 0.608576 loss_dfl: 0.472678 loss: 2.306450 eta: 1 day, 23:14:14 batch_cost: 0.9338 data_cost: 0.0004 ips: 51.4004 images/s [03/12 05:58:12] ppdet.engine INFO: Epoch: [14] [600/610] learning_rate: 0.238616 loss_vfl: 1.248789 loss_bbox: 0.624351 loss_dfl: 0.471407 loss: 2.344846 eta: 1 day, 23:12:52 batch_cost: 0.8139 data_cost: 0.0005 ips: 58.9786 images/s [03/12 05:58:35] ppdet.engine INFO: Epoch: [15] [ 0/610] learning_rate: 0.238613 loss_vfl: 1.215832 loss_bbox: 0.600065 loss_dfl: 0.465644 loss: 2.294970 eta: 1 day, 23:15:38 batch_cost: 1.3888 data_cost: 0.6041 ips: 34.5629 images/s [03/12 05:59:00] ppdet.engine INFO: Epoch: [15] [ 20/610] learning_rate: 0.238607 loss_vfl: 1.196547 loss_bbox: 0.589592 loss_dfl: 0.456025 loss: 2.261669 eta: 1 day, 23:16:27 batch_cost: 1.1595 data_cost: 0.0004 ips: 41.3987 images/s [03/12 05:59:22] ppdet.engine INFO: Epoch: [15] [ 40/610] learning_rate: 0.238601 loss_vfl: 1.192970 loss_bbox: 0.574002 loss_dfl: 0.442840 loss: 2.209762 eta: 1 day, 23:16:04 batch_cost: 0.9713 data_cost: 0.0004 ips: 49.4204 images/s [03/12 05:59:45] ppdet.engine INFO: Epoch: [15] [ 60/610] learning_rate: 0.238594 loss_vfl: 1.207913 loss_bbox: 0.573802 loss_dfl: 0.451517 loss: 2.223943 eta: 1 day, 23:15:52 batch_cost: 0.9976 data_cost: 0.0004 ips: 48.1159 images/s [03/12 06:00:05] ppdet.engine INFO: Epoch: [15] [ 80/610] learning_rate: 0.238588 loss_vfl: 1.168836 loss_bbox: 0.576084 loss_dfl: 0.450499 loss: 2.216167 eta: 1 day, 23:15:08 batch_cost: 0.9159 data_cost: 0.0004 ips: 52.4100 images/s [03/12 06:00:26] ppdet.engine INFO: Epoch: [15] [100/610] learning_rate: 0.238582 loss_vfl: 1.205924 loss_bbox: 0.570745 loss_dfl: 0.446240 loss: 2.237157 eta: 1 day, 23:14:17 batch_cost: 0.8954 data_cost: 0.0009 ips: 53.6092 images/s [03/12 06:00:48] ppdet.engine INFO: Epoch: [15] [120/610] learning_rate: 0.238575 loss_vfl: 1.213230 loss_bbox: 0.598544 loss_dfl: 0.468843 loss: 2.266731 eta: 1 day, 23:14:00 batch_cost: 0.9858 data_cost: 0.0010 ips: 48.6920 images/s [03/12 06:01:09] ppdet.engine INFO: Epoch: [15] [140/610] learning_rate: 0.238569 loss_vfl: 1.224162 loss_bbox: 0.563714 loss_dfl: 0.441302 loss: 2.227296 eta: 1 day, 23:13:29 batch_cost: 0.9463 data_cost: 0.0004 ips: 50.7246 images/s [03/12 06:01:30] ppdet.engine INFO: Epoch: [15] [160/610] learning_rate: 0.238563 loss_vfl: 1.258002 loss_bbox: 0.607904 loss_dfl: 0.463328 loss: 2.339579 eta: 1 day, 23:12:43 batch_cost: 0.9092 data_cost: 0.0004 ips: 52.7956 images/s [03/12 06:01:52] ppdet.engine INFO: Epoch: [15] [180/610] learning_rate: 0.238556 loss_vfl: 1.123110 loss_bbox: 0.535634 loss_dfl: 0.417671 loss: 2.062480 eta: 1 day, 23:12:50 batch_cost: 1.0508 data_cost: 0.0004 ips: 45.6803 images/s [03/12 06:02:13] ppdet.engine INFO: Epoch: [15] [200/610] learning_rate: 0.238550 loss_vfl: 1.213589 loss_bbox: 0.584969 loss_dfl: 0.458131 loss: 2.256619 eta: 1 day, 23:12:02 batch_cost: 0.9000 data_cost: 0.0008 ips: 53.3339 images/s [03/12 06:02:35] ppdet.engine INFO: Epoch: [15] [220/610] learning_rate: 0.238544 loss_vfl: 1.138034 loss_bbox: 0.531670 loss_dfl: 0.420862 loss: 2.088851 eta: 1 day, 23:11:40 batch_cost: 0.9742 data_cost: 0.0004 ips: 49.2699 images/s [03/12 06:02:56] ppdet.engine INFO: Epoch: [15] [240/610] learning_rate: 0.238537 loss_vfl: 1.157599 loss_bbox: 0.540019 loss_dfl: 0.429695 loss: 2.152006 eta: 1 day, 23:11:01 batch_cost: 0.9246 data_cost: 0.0006 ips: 51.9125 images/s [03/12 06:03:18] ppdet.engine INFO: Epoch: [15] [260/610] learning_rate: 0.238531 loss_vfl: 1.085264 loss_bbox: 0.517154 loss_dfl: 0.422687 loss: 2.054128 eta: 1 day, 23:10:40 batch_cost: 0.9755 data_cost: 0.0004 ips: 49.2042 images/s [03/12 06:03:39] ppdet.engine INFO: Epoch: [15] [280/610] learning_rate: 0.238524 loss_vfl: 1.163958 loss_bbox: 0.551718 loss_dfl: 0.433668 loss: 2.125952 eta: 1 day, 23:10:01 batch_cost: 0.9250 data_cost: 0.0033 ips: 51.8944 images/s [03/12 06:04:01] ppdet.engine INFO: Epoch: [15] [300/610] learning_rate: 0.238518 loss_vfl: 1.230607 loss_bbox: 0.612999 loss_dfl: 0.487106 loss: 2.312760 eta: 1 day, 23:09:42 batch_cost: 0.9809 data_cost: 0.0004 ips: 48.9332 images/s [03/12 06:04:23] ppdet.engine INFO: Epoch: [15] [320/610] learning_rate: 0.238511 loss_vfl: 1.217710 loss_bbox: 0.572948 loss_dfl: 0.457413 loss: 2.271269 eta: 1 day, 23:09:05 batch_cost: 0.9292 data_cost: 0.0004 ips: 51.6579 images/s [03/12 06:04:44] ppdet.engine INFO: Epoch: [15] [340/610] learning_rate: 0.238505 loss_vfl: 1.201874 loss_bbox: 0.564536 loss_dfl: 0.442174 loss: 2.153933 eta: 1 day, 23:08:49 batch_cost: 0.9880 data_cost: 0.0004 ips: 48.5849 images/s [03/12 06:05:06] ppdet.engine INFO: Epoch: [15] [360/610] learning_rate: 0.238498 loss_vfl: 1.156005 loss_bbox: 0.562469 loss_dfl: 0.440329 loss: 2.179339 eta: 1 day, 23:08:12 batch_cost: 0.9300 data_cost: 0.0004 ips: 51.6115 images/s [03/12 06:05:28] ppdet.engine INFO: Epoch: [15] [380/610] learning_rate: 0.238492 loss_vfl: 1.215259 loss_bbox: 0.591427 loss_dfl: 0.458549 loss: 2.294154 eta: 1 day, 23:07:45 batch_cost: 0.9570 data_cost: 0.0004 ips: 50.1573 images/s [03/12 06:05:49] ppdet.engine INFO: Epoch: [15] [400/610] learning_rate: 0.238485 loss_vfl: 1.178431 loss_bbox: 0.581163 loss_dfl: 0.458873 loss: 2.222684 eta: 1 day, 23:07:25 batch_cost: 0.9793 data_cost: 0.0007 ips: 49.0168 images/s [03/12 06:06:11] ppdet.engine INFO: Epoch: [15] [420/610] learning_rate: 0.238479 loss_vfl: 1.181636 loss_bbox: 0.578788 loss_dfl: 0.457246 loss: 2.258356 eta: 1 day, 23:07:16 batch_cost: 1.0069 data_cost: 0.0004 ips: 47.6702 images/s [03/12 06:06:32] ppdet.engine INFO: Epoch: [15] [440/610] learning_rate: 0.238472 loss_vfl: 1.128752 loss_bbox: 0.551732 loss_dfl: 0.439812 loss: 2.141507 eta: 1 day, 23:06:53 batch_cost: 0.9669 data_cost: 0.0005 ips: 49.6413 images/s [03/12 06:06:55] ppdet.engine INFO: Epoch: [15] [460/610] learning_rate: 0.238466 loss_vfl: 1.173056 loss_bbox: 0.553093 loss_dfl: 0.436328 loss: 2.131090 eta: 1 day, 23:06:23 batch_cost: 0.9508 data_cost: 0.0004 ips: 50.4842 images/s [03/12 06:07:16] ppdet.engine INFO: Epoch: [15] [480/610] learning_rate: 0.238459 loss_vfl: 1.274650 loss_bbox: 0.620531 loss_dfl: 0.479055 loss: 2.351891 eta: 1 day, 23:05:53 batch_cost: 0.9489 data_cost: 0.0004 ips: 50.5827 images/s [03/12 06:07:39] ppdet.engine INFO: Epoch: [15] [500/610] learning_rate: 0.238452 loss_vfl: 1.191466 loss_bbox: 0.591551 loss_dfl: 0.458215 loss: 2.241906 eta: 1 day, 23:05:36 batch_cost: 0.9856 data_cost: 0.0008 ips: 48.7017 images/s [03/12 06:08:01] ppdet.engine INFO: Epoch: [15] [520/610] learning_rate: 0.238446 loss_vfl: 1.218165 loss_bbox: 0.576849 loss_dfl: 0.456883 loss: 2.238019 eta: 1 day, 23:04:50 batch_cost: 0.9019 data_cost: 0.0004 ips: 53.2235 images/s [03/12 06:08:23] ppdet.engine INFO: Epoch: [15] [540/610] learning_rate: 0.238439 loss_vfl: 1.227572 loss_bbox: 0.621096 loss_dfl: 0.465412 loss: 2.287714 eta: 1 day, 23:04:32 batch_cost: 0.9847 data_cost: 0.0004 ips: 48.7443 images/s [03/12 06:08:45] ppdet.engine INFO: Epoch: [15] [560/610] learning_rate: 0.238433 loss_vfl: 1.182205 loss_bbox: 0.573597 loss_dfl: 0.434814 loss: 2.177772 eta: 1 day, 23:03:52 batch_cost: 0.9193 data_cost: 0.0004 ips: 52.2128 images/s [03/12 06:09:06] ppdet.engine INFO: Epoch: [15] [580/610] learning_rate: 0.238426 loss_vfl: 1.196247 loss_bbox: 0.557149 loss_dfl: 0.433036 loss: 2.156973 eta: 1 day, 23:03:39 batch_cost: 0.9965 data_cost: 0.0004 ips: 48.1672 images/s [03/12 06:09:27] ppdet.engine INFO: Epoch: [15] [600/610] learning_rate: 0.238419 loss_vfl: 1.132700 loss_bbox: 0.524110 loss_dfl: 0.404920 loss: 2.068380 eta: 1 day, 23:02:59 batch_cost: 0.9196 data_cost: 0.0005 ips: 52.1938 images/s [03/12 06:09:49] ppdet.engine INFO: Epoch: [16] [ 0/610] learning_rate: 0.238416 loss_vfl: 1.184681 loss_bbox: 0.530762 loss_dfl: 0.422903 loss: 2.135099 eta: 1 day, 23:05:07 batch_cost: 1.3561 data_cost: 0.3290 ips: 35.3960 images/s [03/12 06:10:14] ppdet.engine INFO: Epoch: [16] [ 20/610] learning_rate: 0.238409 loss_vfl: 1.169375 loss_bbox: 0.560464 loss_dfl: 0.437827 loss: 2.175127 eta: 1 day, 23:05:37 batch_cost: 1.1181 data_cost: 0.0022 ips: 42.9286 images/s [03/12 06:10:34] ppdet.engine INFO: Epoch: [16] [ 40/610] learning_rate: 0.238402 loss_vfl: 1.232501 loss_bbox: 0.636386 loss_dfl: 0.491602 loss: 2.342939 eta: 1 day, 23:05:08 batch_cost: 0.9519 data_cost: 0.0004 ips: 50.4277 images/s [03/12 06:10:56] ppdet.engine INFO: Epoch: [16] [ 60/610] learning_rate: 0.238396 loss_vfl: 1.308330 loss_bbox: 0.650701 loss_dfl: 0.501817 loss: 2.480433 eta: 1 day, 23:04:49 batch_cost: 0.9805 data_cost: 0.0004 ips: 48.9530 images/s [03/12 06:11:18] ppdet.engine INFO: Epoch: [16] [ 80/610] learning_rate: 0.238389 loss_vfl: 1.102586 loss_bbox: 0.535811 loss_dfl: 0.415790 loss: 2.038793 eta: 1 day, 23:04:09 batch_cost: 0.9222 data_cost: 0.0004 ips: 52.0498 images/s [03/12 06:11:39] ppdet.engine INFO: Epoch: [16] [100/610] learning_rate: 0.238382 loss_vfl: 1.228233 loss_bbox: 0.621756 loss_dfl: 0.478586 loss: 2.335860 eta: 1 day, 23:03:38 batch_cost: 0.9462 data_cost: 0.0004 ips: 50.7316 images/s [03/12 06:12:01] ppdet.engine INFO: Epoch: [16] [120/610] learning_rate: 0.238375 loss_vfl: 1.171619 loss_bbox: 0.571640 loss_dfl: 0.447266 loss: 2.192762 eta: 1 day, 23:03:03 batch_cost: 0.9336 data_cost: 0.0004 ips: 51.4162 images/s [03/12 06:12:23] ppdet.engine INFO: Epoch: [16] [140/610] learning_rate: 0.238369 loss_vfl: 1.239965 loss_bbox: 0.628682 loss_dfl: 0.496281 loss: 2.393542 eta: 1 day, 23:02:43 batch_cost: 0.9768 data_cost: 0.0004 ips: 49.1414 images/s [03/12 06:12:45] ppdet.engine INFO: Epoch: [16] [160/610] learning_rate: 0.238362 loss_vfl: 1.222717 loss_bbox: 0.577236 loss_dfl: 0.451700 loss: 2.232715 eta: 1 day, 23:02:38 batch_cost: 1.0189 data_cost: 0.0004 ips: 47.1087 images/s [03/12 06:13:06] ppdet.engine INFO: Epoch: [16] [180/610] learning_rate: 0.238355 loss_vfl: 1.172524 loss_bbox: 0.568309 loss_dfl: 0.450343 loss: 2.203111 eta: 1 day, 23:02:09 batch_cost: 0.9517 data_cost: 0.0004 ips: 50.4385 images/s [03/12 06:13:28] ppdet.engine INFO: Epoch: [16] [200/610] learning_rate: 0.238348 loss_vfl: 1.176384 loss_bbox: 0.576493 loss_dfl: 0.442865 loss: 2.180928 eta: 1 day, 23:01:44 batch_cost: 0.9646 data_cost: 0.0004 ips: 49.7610 images/s [03/12 06:13:50] ppdet.engine INFO: Epoch: [16] [220/610] learning_rate: 0.238341 loss_vfl: 1.112818 loss_bbox: 0.571640 loss_dfl: 0.427493 loss: 2.102731 eta: 1 day, 23:01:10 batch_cost: 0.9348 data_cost: 0.0004 ips: 51.3497 images/s [03/12 06:14:12] ppdet.engine INFO: Epoch: [16] [240/610] learning_rate: 0.238335 loss_vfl: 1.256335 loss_bbox: 0.626312 loss_dfl: 0.484315 loss: 2.340486 eta: 1 day, 23:01:07 batch_cost: 1.0285 data_cost: 0.0004 ips: 46.6701 images/s [03/12 06:14:32] ppdet.engine INFO: Epoch: [16] [260/610] learning_rate: 0.238328 loss_vfl: 1.184943 loss_bbox: 0.550199 loss_dfl: 0.439954 loss: 2.163076 eta: 1 day, 23:00:20 batch_cost: 0.8988 data_cost: 0.0004 ips: 53.4044 images/s [03/12 06:14:54] ppdet.engine INFO: Epoch: [16] [280/610] learning_rate: 0.238321 loss_vfl: 1.206178 loss_bbox: 0.549243 loss_dfl: 0.429708 loss: 2.171724 eta: 1 day, 23:00:08 batch_cost: 0.9980 data_cost: 0.0004 ips: 48.0975 images/s [03/12 06:15:15] ppdet.engine INFO: Epoch: [16] [300/610] learning_rate: 0.238314 loss_vfl: 1.174471 loss_bbox: 0.563726 loss_dfl: 0.436869 loss: 2.174184 eta: 1 day, 22:59:51 batch_cost: 0.9868 data_cost: 0.0004 ips: 48.6425 images/s [03/12 06:15:38] ppdet.engine INFO: Epoch: [16] [320/610] learning_rate: 0.238307 loss_vfl: 1.165561 loss_bbox: 0.536907 loss_dfl: 0.424228 loss: 2.115562 eta: 1 day, 22:59:37 batch_cost: 0.9940 data_cost: 0.0004 ips: 48.2894 images/s [03/12 06:15:59] ppdet.engine INFO: Epoch: [16] [340/610] learning_rate: 0.238300 loss_vfl: 1.093198 loss_bbox: 0.537468 loss_dfl: 0.418586 loss: 2.060716 eta: 1 day, 22:59:24 batch_cost: 0.9971 data_cost: 0.0004 ips: 48.1412 images/s [03/12 06:16:21] ppdet.engine INFO: Epoch: [16] [360/610] learning_rate: 0.238293 loss_vfl: 1.123391 loss_bbox: 0.530379 loss_dfl: 0.416049 loss: 2.072509 eta: 1 day, 22:58:53 batch_cost: 0.9449 data_cost: 0.0006 ips: 50.8009 images/s [03/12 06:16:44] ppdet.engine INFO: Epoch: [16] [380/610] learning_rate: 0.238286 loss_vfl: 1.211013 loss_bbox: 0.569174 loss_dfl: 0.446338 loss: 2.222236 eta: 1 day, 22:58:37 batch_cost: 0.9895 data_cost: 0.0007 ips: 48.5118 images/s [03/12 06:17:05] ppdet.engine INFO: Epoch: [16] [400/610] learning_rate: 0.238279 loss_vfl: 1.173957 loss_bbox: 0.600831 loss_dfl: 0.448421 loss: 2.225264 eta: 1 day, 22:58:14 batch_cost: 0.9704 data_cost: 0.0005 ips: 49.4637 images/s [03/12 06:17:27] ppdet.engine INFO: Epoch: [16] [420/610] learning_rate: 0.238272 loss_vfl: 1.199436 loss_bbox: 0.590172 loss_dfl: 0.469757 loss: 2.312090 eta: 1 day, 22:57:48 batch_cost: 0.9588 data_cost: 0.0005 ips: 50.0634 images/s [03/12 06:17:48] ppdet.engine INFO: Epoch: [16] [440/610] learning_rate: 0.238265 loss_vfl: 1.198324 loss_bbox: 0.601363 loss_dfl: 0.468961 loss: 2.282768 eta: 1 day, 22:57:15 batch_cost: 0.9387 data_cost: 0.0004 ips: 51.1337 images/s [03/12 06:18:10] ppdet.engine INFO: Epoch: [16] [460/610] learning_rate: 0.238258 loss_vfl: 1.175771 loss_bbox: 0.575491 loss_dfl: 0.443759 loss: 2.185275 eta: 1 day, 22:57:00 batch_cost: 0.9916 data_cost: 0.0004 ips: 48.4055 images/s [03/12 06:18:31] ppdet.engine INFO: Epoch: [16] [480/610] learning_rate: 0.238251 loss_vfl: 1.213535 loss_bbox: 0.605232 loss_dfl: 0.453113 loss: 2.280504 eta: 1 day, 22:56:31 batch_cost: 0.9494 data_cost: 0.0004 ips: 50.5561 images/s [03/12 06:18:52] ppdet.engine INFO: Epoch: [16] [500/610] learning_rate: 0.238244 loss_vfl: 1.084546 loss_bbox: 0.553690 loss_dfl: 0.420908 loss: 2.047328 eta: 1 day, 22:56:00 batch_cost: 0.9455 data_cost: 0.0004 ips: 50.7690 images/s [03/12 06:19:13] ppdet.engine INFO: Epoch: [16] [520/610] learning_rate: 0.238237 loss_vfl: 1.211689 loss_bbox: 0.596456 loss_dfl: 0.468094 loss: 2.277051 eta: 1 day, 22:55:35 batch_cost: 0.9605 data_cost: 0.0004 ips: 49.9729 images/s [03/12 06:19:35] ppdet.engine INFO: Epoch: [16] [540/610] learning_rate: 0.238230 loss_vfl: 1.137323 loss_bbox: 0.535935 loss_dfl: 0.425440 loss: 2.102471 eta: 1 day, 22:55:02 batch_cost: 0.9380 data_cost: 0.0004 ips: 51.1722 images/s [03/12 06:19:55] ppdet.engine INFO: Epoch: [16] [560/610] learning_rate: 0.238223 loss_vfl: 1.174436 loss_bbox: 0.581631 loss_dfl: 0.443871 loss: 2.202852 eta: 1 day, 22:54:10 batch_cost: 0.8803 data_cost: 0.0024 ips: 54.5271 images/s [03/12 06:20:16] ppdet.engine INFO: Epoch: [16] [580/610] learning_rate: 0.238216 loss_vfl: 1.241612 loss_bbox: 0.610543 loss_dfl: 0.469092 loss: 2.340143 eta: 1 day, 22:53:34 batch_cost: 0.9303 data_cost: 0.0004 ips: 51.5950 images/s [03/12 06:20:37] ppdet.engine INFO: Epoch: [16] [600/610] learning_rate: 0.238209 loss_vfl: 1.203865 loss_bbox: 0.571348 loss_dfl: 0.442966 loss: 2.217390 eta: 1 day, 22:53:19 batch_cost: 0.9901 data_cost: 0.0012 ips: 48.4775 images/s [03/12 06:20:59] ppdet.engine INFO: Epoch: [17] [ 0/610] learning_rate: 0.238205 loss_vfl: 1.063070 loss_bbox: 0.551455 loss_dfl: 0.420121 loss: 2.031492 eta: 1 day, 22:55:18 batch_cost: 1.2929 data_cost: 0.5755 ips: 37.1270 images/s [03/12 06:21:24] ppdet.engine INFO: Epoch: [17] [ 20/610] learning_rate: 0.238198 loss_vfl: 1.068292 loss_bbox: 0.525857 loss_dfl: 0.418671 loss: 2.010664 eta: 1 day, 22:55:50 batch_cost: 1.1337 data_cost: 0.0004 ips: 42.3399 images/s [03/12 06:21:46] ppdet.engine INFO: Epoch: [17] [ 40/610] learning_rate: 0.238191 loss_vfl: 1.152108 loss_bbox: 0.567215 loss_dfl: 0.443481 loss: 2.165792 eta: 1 day, 22:55:41 batch_cost: 1.0104 data_cost: 0.0008 ips: 47.5043 images/s [03/12 06:22:08] ppdet.engine INFO: Epoch: [17] [ 60/610] learning_rate: 0.238184 loss_vfl: 1.223242 loss_bbox: 0.574750 loss_dfl: 0.464337 loss: 2.284859 eta: 1 day, 22:55:30 batch_cost: 1.0049 data_cost: 0.0006 ips: 47.7681 images/s [03/12 06:22:31] ppdet.engine INFO: Epoch: [17] [ 80/610] learning_rate: 0.238177 loss_vfl: 1.187608 loss_bbox: 0.601566 loss_dfl: 0.470473 loss: 2.252288 eta: 1 day, 22:55:11 batch_cost: 0.9803 data_cost: 0.0025 ips: 48.9623 images/s [03/12 06:22:52] ppdet.engine INFO: Epoch: [17] [100/610] learning_rate: 0.238170 loss_vfl: 1.174110 loss_bbox: 0.575246 loss_dfl: 0.459218 loss: 2.231386 eta: 1 day, 22:54:30 batch_cost: 0.9146 data_cost: 0.0004 ips: 52.4792 images/s [03/12 06:23:14] ppdet.engine INFO: Epoch: [17] [120/610] learning_rate: 0.238163 loss_vfl: 1.130658 loss_bbox: 0.515874 loss_dfl: 0.417067 loss: 2.094700 eta: 1 day, 22:54:10 batch_cost: 0.9769 data_cost: 0.0004 ips: 49.1336 images/s [03/12 06:23:35] ppdet.engine INFO: Epoch: [17] [140/610] learning_rate: 0.238155 loss_vfl: 1.165424 loss_bbox: 0.586722 loss_dfl: 0.463774 loss: 2.205477 eta: 1 day, 22:53:09 batch_cost: 0.8539 data_cost: 0.0005 ips: 56.2115 images/s [03/12 06:23:56] ppdet.engine INFO: Epoch: [17] [160/610] learning_rate: 0.238148 loss_vfl: 1.141393 loss_bbox: 0.542234 loss_dfl: 0.435025 loss: 2.133268 eta: 1 day, 22:52:43 batch_cost: 0.9582 data_cost: 0.0004 ips: 50.0938 images/s [03/12 06:24:17] ppdet.engine INFO: Epoch: [17] [180/610] learning_rate: 0.238141 loss_vfl: 1.124655 loss_bbox: 0.553289 loss_dfl: 0.426505 loss: 2.119048 eta: 1 day, 22:52:05 batch_cost: 0.9221 data_cost: 0.0004 ips: 52.0575 images/s [03/12 06:24:39] ppdet.engine INFO: Epoch: [17] [200/610] learning_rate: 0.238134 loss_vfl: 1.181755 loss_bbox: 0.522644 loss_dfl: 0.433268 loss: 2.138028 eta: 1 day, 22:51:49 batch_cost: 0.9902 data_cost: 0.0004 ips: 48.4744 images/s [03/12 06:25:00] ppdet.engine INFO: Epoch: [17] [220/610] learning_rate: 0.238126 loss_vfl: 1.137885 loss_bbox: 0.584637 loss_dfl: 0.441891 loss: 2.176502 eta: 1 day, 22:51:20 batch_cost: 0.9470 data_cost: 0.0004 ips: 50.6838 images/s [03/12 06:25:21] ppdet.engine INFO: Epoch: [17] [240/610] learning_rate: 0.238119 loss_vfl: 1.150237 loss_bbox: 0.548985 loss_dfl: 0.442283 loss: 2.139462 eta: 1 day, 22:51:03 batch_cost: 0.9883 data_cost: 0.0004 ips: 48.5698 images/s [03/12 06:25:42] ppdet.engine INFO: Epoch: [17] [260/610] learning_rate: 0.238112 loss_vfl: 1.232057 loss_bbox: 0.609349 loss_dfl: 0.471461 loss: 2.302888 eta: 1 day, 22:50:07 batch_cost: 0.8640 data_cost: 0.0004 ips: 55.5540 images/s [03/12 06:26:03] ppdet.engine INFO: Epoch: [17] [280/610] learning_rate: 0.238105 loss_vfl: 1.179442 loss_bbox: 0.549484 loss_dfl: 0.444399 loss: 2.183840 eta: 1 day, 22:49:35 batch_cost: 0.9401 data_cost: 0.0004 ips: 51.0599 images/s [03/12 06:26:25] ppdet.engine INFO: Epoch: [17] [300/610] learning_rate: 0.238097 loss_vfl: 1.198866 loss_bbox: 0.579629 loss_dfl: 0.458672 loss: 2.271304 eta: 1 day, 22:49:01 batch_cost: 0.9354 data_cost: 0.0004 ips: 51.3156 images/s [03/12 06:26:47] ppdet.engine INFO: Epoch: [17] [320/610] learning_rate: 0.238090 loss_vfl: 1.267270 loss_bbox: 0.613994 loss_dfl: 0.465058 loss: 2.335899 eta: 1 day, 22:48:37 batch_cost: 0.9623 data_cost: 0.0004 ips: 49.8820 images/s [03/12 06:27:08] ppdet.engine INFO: Epoch: [17] [340/610] learning_rate: 0.238083 loss_vfl: 1.103542 loss_bbox: 0.571661 loss_dfl: 0.435904 loss: 2.108190 eta: 1 day, 22:48:19 batch_cost: 0.9840 data_cost: 0.0004 ips: 48.7824 images/s [03/12 06:27:30] ppdet.engine INFO: Epoch: [17] [360/610] learning_rate: 0.238075 loss_vfl: 1.186501 loss_bbox: 0.582088 loss_dfl: 0.451865 loss: 2.213037 eta: 1 day, 22:47:53 batch_cost: 0.9579 data_cost: 0.0004 ips: 50.1104 images/s [03/12 06:27:52] ppdet.engine INFO: Epoch: [17] [380/610] learning_rate: 0.238068 loss_vfl: 1.222188 loss_bbox: 0.575975 loss_dfl: 0.449225 loss: 2.228889 eta: 1 day, 22:47:45 batch_cost: 1.0144 data_cost: 0.0004 ips: 47.3167 images/s [03/12 06:28:14] ppdet.engine INFO: Epoch: [17] [400/610] learning_rate: 0.238060 loss_vfl: 1.200241 loss_bbox: 0.534135 loss_dfl: 0.438892 loss: 2.188496 eta: 1 day, 22:47:05 batch_cost: 0.9140 data_cost: 0.0004 ips: 52.5177 images/s [03/12 06:28:36] ppdet.engine INFO: Epoch: [17] [420/610] learning_rate: 0.238053 loss_vfl: 1.206438 loss_bbox: 0.581966 loss_dfl: 0.457978 loss: 2.215261 eta: 1 day, 22:46:52 batch_cost: 0.9978 data_cost: 0.0004 ips: 48.1036 images/s [03/12 06:28:58] ppdet.engine INFO: Epoch: [17] [440/610] learning_rate: 0.238046 loss_vfl: 1.157131 loss_bbox: 0.557778 loss_dfl: 0.449455 loss: 2.201625 eta: 1 day, 22:46:50 batch_cost: 1.0344 data_cost: 0.0004 ips: 46.4024 images/s [03/12 06:29:19] ppdet.engine INFO: Epoch: [17] [460/610] learning_rate: 0.238038 loss_vfl: 1.229183 loss_bbox: 0.594423 loss_dfl: 0.460469 loss: 2.304443 eta: 1 day, 22:46:28 batch_cost: 0.9696 data_cost: 0.0004 ips: 49.5050 images/s [03/12 06:29:41] ppdet.engine INFO: Epoch: [17] [480/610] learning_rate: 0.238031 loss_vfl: 1.229623 loss_bbox: 0.604294 loss_dfl: 0.475500 loss: 2.293694 eta: 1 day, 22:46:12 batch_cost: 0.9884 data_cost: 0.0010 ips: 48.5625 images/s [03/12 06:30:02] ppdet.engine INFO: Epoch: [17] [500/610] learning_rate: 0.238023 loss_vfl: 1.124017 loss_bbox: 0.541746 loss_dfl: 0.420789 loss: 2.091153 eta: 1 day, 22:45:41 batch_cost: 0.9434 data_cost: 0.0006 ips: 50.8790 images/s [03/12 06:30:24] ppdet.engine INFO: Epoch: [17] [520/610] learning_rate: 0.238016 loss_vfl: 1.191098 loss_bbox: 0.563776 loss_dfl: 0.437945 loss: 2.205391 eta: 1 day, 22:45:28 batch_cost: 0.9985 data_cost: 0.0015 ips: 48.0730 images/s [03/12 06:30:46] ppdet.engine INFO: Epoch: [17] [540/610] learning_rate: 0.238008 loss_vfl: 1.156550 loss_bbox: 0.557622 loss_dfl: 0.449287 loss: 2.174736 eta: 1 day, 22:44:56 batch_cost: 0.9392 data_cost: 0.0004 ips: 51.1086 images/s [03/12 06:31:09] ppdet.engine INFO: Epoch: [17] [560/610] learning_rate: 0.238001 loss_vfl: 1.157890 loss_bbox: 0.566364 loss_dfl: 0.449515 loss: 2.174584 eta: 1 day, 22:44:28 batch_cost: 0.9499 data_cost: 0.0004 ips: 50.5342 images/s [03/12 06:31:31] ppdet.engine INFO: Epoch: [17] [580/610] learning_rate: 0.237993 loss_vfl: 1.119061 loss_bbox: 0.574937 loss_dfl: 0.447634 loss: 2.151655 eta: 1 day, 22:44:11 batch_cost: 0.9853 data_cost: 0.0015 ips: 48.7150 images/s [03/12 06:31:52] ppdet.engine INFO: Epoch: [17] [600/610] learning_rate: 0.237986 loss_vfl: 1.206419 loss_bbox: 0.583652 loss_dfl: 0.439127 loss: 2.231385 eta: 1 day, 22:43:19 batch_cost: 0.8765 data_cost: 0.0005 ips: 54.7656 images/s [03/12 06:32:13] ppdet.engine INFO: Epoch: [18] [ 0/610] learning_rate: 0.237982 loss_vfl: 1.189995 loss_bbox: 0.574052 loss_dfl: 0.432903 loss: 2.200310 eta: 1 day, 22:45:17 batch_cost: 1.3371 data_cost: 0.3630 ips: 35.8992 images/s [03/12 06:32:37] ppdet.engine INFO: Epoch: [18] [ 20/610] learning_rate: 0.237975 loss_vfl: 1.132271 loss_bbox: 0.572500 loss_dfl: 0.448168 loss: 2.145504 eta: 1 day, 22:45:20 batch_cost: 1.0516 data_cost: 0.0004 ips: 45.6442 images/s [03/12 06:32:59] ppdet.engine INFO: Epoch: [18] [ 40/610] learning_rate: 0.237967 loss_vfl: 1.130690 loss_bbox: 0.550117 loss_dfl: 0.428745 loss: 2.117269 eta: 1 day, 22:45:10 batch_cost: 1.0085 data_cost: 0.0004 ips: 47.5959 images/s [03/12 06:33:21] ppdet.engine INFO: Epoch: [18] [ 60/610] learning_rate: 0.237959 loss_vfl: 1.193002 loss_bbox: 0.556270 loss_dfl: 0.451251 loss: 2.245587 eta: 1 day, 22:44:42 batch_cost: 0.9506 data_cost: 0.0008 ips: 50.4935 images/s [03/12 06:33:43] ppdet.engine INFO: Epoch: [18] [ 80/610] learning_rate: 0.237952 loss_vfl: 1.161088 loss_bbox: 0.557465 loss_dfl: 0.443306 loss: 2.137118 eta: 1 day, 22:44:28 batch_cost: 0.9987 data_cost: 0.0004 ips: 48.0603 images/s [03/12 06:34:04] ppdet.engine INFO: Epoch: [18] [100/610] learning_rate: 0.237944 loss_vfl: 1.190178 loss_bbox: 0.568892 loss_dfl: 0.452832 loss: 2.219452 eta: 1 day, 22:43:56 batch_cost: 0.9379 data_cost: 0.0004 ips: 51.1808 images/s [03/12 06:34:27] ppdet.engine INFO: Epoch: [18] [120/610] learning_rate: 0.237937 loss_vfl: 1.156293 loss_bbox: 0.583682 loss_dfl: 0.449925 loss: 2.166008 eta: 1 day, 22:43:49 batch_cost: 1.0190 data_cost: 0.0007 ips: 47.1064 images/s [03/12 06:34:47] ppdet.engine INFO: Epoch: [18] [140/610] learning_rate: 0.237929 loss_vfl: 1.125960 loss_bbox: 0.531769 loss_dfl: 0.412652 loss: 2.043696 eta: 1 day, 22:43:14 batch_cost: 0.9303 data_cost: 0.0010 ips: 51.5935 images/s [03/12 06:35:09] ppdet.engine INFO: Epoch: [18] [160/610] learning_rate: 0.237921 loss_vfl: 1.129413 loss_bbox: 0.542693 loss_dfl: 0.426706 loss: 2.116738 eta: 1 day, 22:42:41 batch_cost: 0.9351 data_cost: 0.0004 ips: 51.3337 images/s [03/12 06:35:32] ppdet.engine INFO: Epoch: [18] [180/610] learning_rate: 0.237914 loss_vfl: 1.233122 loss_bbox: 0.591471 loss_dfl: 0.477170 loss: 2.313906 eta: 1 day, 22:42:46 batch_cost: 1.0584 data_cost: 0.0004 ips: 45.3523 images/s [03/12 06:35:52] ppdet.engine INFO: Epoch: [18] [200/610] learning_rate: 0.237906 loss_vfl: 1.112455 loss_bbox: 0.553618 loss_dfl: 0.431069 loss: 2.107289 eta: 1 day, 22:41:55 batch_cost: 0.8744 data_cost: 0.0004 ips: 54.8960 images/s [03/12 06:36:13] ppdet.engine INFO: Epoch: [18] [220/610] learning_rate: 0.237898 loss_vfl: 1.217674 loss_bbox: 0.599598 loss_dfl: 0.474555 loss: 2.299831 eta: 1 day, 22:41:08 batch_cost: 0.8893 data_cost: 0.0004 ips: 53.9765 images/s [03/12 06:36:35] ppdet.engine INFO: Epoch: [18] [240/610] learning_rate: 0.237891 loss_vfl: 1.216028 loss_bbox: 0.566817 loss_dfl: 0.442890 loss: 2.153542 eta: 1 day, 22:40:51 batch_cost: 0.9884 data_cost: 0.0006 ips: 48.5654 images/s [03/12 06:36:57] ppdet.engine INFO: Epoch: [18] [260/610] learning_rate: 0.237883 loss_vfl: 1.191289 loss_bbox: 0.556805 loss_dfl: 0.440635 loss: 2.243698 eta: 1 day, 22:40:40 batch_cost: 1.0049 data_cost: 0.0004 ips: 47.7647 images/s [03/12 06:37:19] ppdet.engine INFO: Epoch: [18] [280/610] learning_rate: 0.237875 loss_vfl: 1.179214 loss_bbox: 0.536754 loss_dfl: 0.423682 loss: 2.145243 eta: 1 day, 22:40:13 batch_cost: 0.9530 data_cost: 0.0004 ips: 50.3667 images/s [03/12 06:37:39] ppdet.engine INFO: Epoch: [18] [300/610] learning_rate: 0.237868 loss_vfl: 1.132646 loss_bbox: 0.531955 loss_dfl: 0.428140 loss: 2.088157 eta: 1 day, 22:39:50 batch_cost: 0.9689 data_cost: 0.0004 ips: 49.5416 images/s [03/12 06:38:01] ppdet.engine INFO: Epoch: [18] [320/610] learning_rate: 0.237860 loss_vfl: 1.236090 loss_bbox: 0.603910 loss_dfl: 0.456545 loss: 2.297966 eta: 1 day, 22:39:30 batch_cost: 0.9756 data_cost: 0.0004 ips: 49.2023 images/s [03/12 06:38:22] ppdet.engine INFO: Epoch: [18] [340/610] learning_rate: 0.237852 loss_vfl: 1.150222 loss_bbox: 0.547019 loss_dfl: 0.433413 loss: 2.108837 eta: 1 day, 22:39:08 batch_cost: 0.9697 data_cost: 0.0004 ips: 49.5018 images/s [03/12 06:38:44] ppdet.engine INFO: Epoch: [18] [360/610] learning_rate: 0.237844 loss_vfl: 1.222379 loss_bbox: 0.580098 loss_dfl: 0.466311 loss: 2.290880 eta: 1 day, 22:38:32 batch_cost: 0.9261 data_cost: 0.0004 ips: 51.8314 images/s [03/12 06:39:05] ppdet.engine INFO: Epoch: [18] [380/610] learning_rate: 0.237836 loss_vfl: 1.227338 loss_bbox: 0.592687 loss_dfl: 0.459274 loss: 2.282931 eta: 1 day, 22:37:48 batch_cost: 0.8963 data_cost: 0.0005 ips: 53.5559 images/s [03/12 06:39:26] ppdet.engine INFO: Epoch: [18] [400/610] learning_rate: 0.237829 loss_vfl: 1.130440 loss_bbox: 0.551527 loss_dfl: 0.437042 loss: 2.124325 eta: 1 day, 22:37:01 batch_cost: 0.8878 data_cost: 0.0017 ips: 54.0679 images/s [03/12 06:39:47] ppdet.engine INFO: Epoch: [18] [420/610] learning_rate: 0.237821 loss_vfl: 1.170752 loss_bbox: 0.525054 loss_dfl: 0.425033 loss: 2.117795 eta: 1 day, 22:36:42 batch_cost: 0.9802 data_cost: 0.0004 ips: 48.9699 images/s [03/12 06:40:10] ppdet.engine INFO: Epoch: [18] [440/610] learning_rate: 0.237813 loss_vfl: 1.194033 loss_bbox: 0.617933 loss_dfl: 0.478726 loss: 2.311120 eta: 1 day, 22:36:22 batch_cost: 0.9742 data_cost: 0.0005 ips: 49.2691 images/s [03/12 06:40:31] ppdet.engine INFO: Epoch: [18] [460/610] learning_rate: 0.237805 loss_vfl: 1.221005 loss_bbox: 0.578582 loss_dfl: 0.466531 loss: 2.242496 eta: 1 day, 22:35:45 batch_cost: 0.9203 data_cost: 0.0004 ips: 52.1575 images/s [03/12 06:40:53] ppdet.engine INFO: Epoch: [18] [480/610] learning_rate: 0.237797 loss_vfl: 1.197077 loss_bbox: 0.610643 loss_dfl: 0.471596 loss: 2.268745 eta: 1 day, 22:35:50 batch_cost: 1.0601 data_cost: 0.0004 ips: 45.2809 images/s [03/12 06:41:15] ppdet.engine INFO: Epoch: [18] [500/610] learning_rate: 0.237789 loss_vfl: 1.111923 loss_bbox: 0.529856 loss_dfl: 0.432564 loss: 2.055263 eta: 1 day, 22:35:23 batch_cost: 0.9534 data_cost: 0.0007 ips: 50.3450 images/s [03/12 06:41:37] ppdet.engine INFO: Epoch: [18] [520/610] learning_rate: 0.237781 loss_vfl: 1.102353 loss_bbox: 0.555857 loss_dfl: 0.429930 loss: 2.114569 eta: 1 day, 22:34:50 batch_cost: 0.9307 data_cost: 0.0004 ips: 51.5765 images/s [03/12 06:41:58] ppdet.engine INFO: Epoch: [18] [540/610] learning_rate: 0.237774 loss_vfl: 1.176546 loss_bbox: 0.585436 loss_dfl: 0.455513 loss: 2.208618 eta: 1 day, 22:34:15 batch_cost: 0.9273 data_cost: 0.0006 ips: 51.7624 images/s [03/12 06:42:20] ppdet.engine INFO: Epoch: [18] [560/610] learning_rate: 0.237766 loss_vfl: 1.152838 loss_bbox: 0.532414 loss_dfl: 0.408647 loss: 2.045921 eta: 1 day, 22:33:50 batch_cost: 0.9612 data_cost: 0.0004 ips: 49.9355 images/s [03/12 06:42:43] ppdet.engine INFO: Epoch: [18] [580/610] learning_rate: 0.237758 loss_vfl: 1.131471 loss_bbox: 0.567219 loss_dfl: 0.432478 loss: 2.109486 eta: 1 day, 22:33:38 batch_cost: 1.0002 data_cost: 0.0004 ips: 47.9912 images/s [03/12 06:43:03] ppdet.engine INFO: Epoch: [18] [600/610] learning_rate: 0.237750 loss_vfl: 1.148118 loss_bbox: 0.559781 loss_dfl: 0.449881 loss: 2.159818 eta: 1 day, 22:32:41 batch_cost: 0.8518 data_cost: 0.0004 ips: 56.3504 images/s [03/12 06:43:23] ppdet.engine INFO: Epoch: [19] [ 0/610] learning_rate: 0.237746 loss_vfl: 1.170497 loss_bbox: 0.582608 loss_dfl: 0.446839 loss: 2.159818 eta: 1 day, 22:34:10 batch_cost: 1.2766 data_cost: 0.3939 ips: 37.6009 images/s [03/12 06:43:48] ppdet.engine INFO: Epoch: [19] [ 20/610] learning_rate: 0.237738 loss_vfl: 1.095311 loss_bbox: 0.539473 loss_dfl: 0.429167 loss: 2.061713 eta: 1 day, 22:34:38 batch_cost: 1.1373 data_cost: 0.0010 ips: 42.2061 images/s [03/12 06:44:09] ppdet.engine INFO: Epoch: [19] [ 40/610] learning_rate: 0.237730 loss_vfl: 1.170162 loss_bbox: 0.590374 loss_dfl: 0.461739 loss: 2.213615 eta: 1 day, 22:34:24 batch_cost: 0.9990 data_cost: 0.0004 ips: 48.0482 images/s [03/12 06:44:32] ppdet.engine INFO: Epoch: [19] [ 60/610] learning_rate: 0.237722 loss_vfl: 1.138252 loss_bbox: 0.564473 loss_dfl: 0.439491 loss: 2.117975 eta: 1 day, 22:34:24 batch_cost: 1.0453 data_cost: 0.0004 ips: 45.9185 images/s [03/12 06:44:55] ppdet.engine INFO: Epoch: [19] [ 80/610] learning_rate: 0.237714 loss_vfl: 1.148878 loss_bbox: 0.554178 loss_dfl: 0.438327 loss: 2.154408 eta: 1 day, 22:34:23 batch_cost: 1.0398 data_cost: 0.0007 ips: 46.1641 images/s [03/12 06:45:18] ppdet.engine INFO: Epoch: [19] [100/610] learning_rate: 0.237706 loss_vfl: 1.174710 loss_bbox: 0.529826 loss_dfl: 0.421125 loss: 2.132452 eta: 1 day, 22:34:00 batch_cost: 0.9669 data_cost: 0.0004 ips: 49.6413 images/s [03/12 06:45:39] ppdet.engine INFO: Epoch: [19] [120/610] learning_rate: 0.237698 loss_vfl: 1.176113 loss_bbox: 0.556727 loss_dfl: 0.442389 loss: 2.182581 eta: 1 day, 22:33:34 batch_cost: 0.9578 data_cost: 0.0004 ips: 50.1130 images/s [03/12 06:46:00] ppdet.engine INFO: Epoch: [19] [140/610] learning_rate: 0.237690 loss_vfl: 1.152359 loss_bbox: 0.552529 loss_dfl: 0.439652 loss: 2.144860 eta: 1 day, 22:33:25 batch_cost: 1.0142 data_cost: 0.0004 ips: 47.3291 images/s [03/12 06:46:21] ppdet.engine INFO: Epoch: [19] [160/610] learning_rate: 0.237682 loss_vfl: 1.278936 loss_bbox: 0.632536 loss_dfl: 0.493963 loss: 2.404120 eta: 1 day, 22:32:57 batch_cost: 0.9494 data_cost: 0.0004 ips: 50.5567 images/s [03/12 06:46:42] ppdet.engine INFO: Epoch: [19] [180/610] learning_rate: 0.237674 loss_vfl: 1.173551 loss_bbox: 0.568330 loss_dfl: 0.443578 loss: 2.182445 eta: 1 day, 22:32:16 batch_cost: 0.9049 data_cost: 0.0004 ips: 53.0440 images/s [03/12 06:47:04] ppdet.engine INFO: Epoch: [19] [200/610] learning_rate: 0.237665 loss_vfl: 1.222733 loss_bbox: 0.576063 loss_dfl: 0.454378 loss: 2.253174 eta: 1 day, 22:31:39 batch_cost: 0.9182 data_cost: 0.0004 ips: 52.2736 images/s [03/12 06:47:25] ppdet.engine INFO: Epoch: [19] [220/610] learning_rate: 0.237657 loss_vfl: 1.139678 loss_bbox: 0.555595 loss_dfl: 0.438731 loss: 2.205580 eta: 1 day, 22:31:10 batch_cost: 0.9463 data_cost: 0.0004 ips: 50.7257 images/s [03/12 06:47:46] ppdet.engine INFO: Epoch: [19] [240/610] learning_rate: 0.237649 loss_vfl: 1.127338 loss_bbox: 0.551218 loss_dfl: 0.431127 loss: 2.086410 eta: 1 day, 22:30:38 batch_cost: 0.9360 data_cost: 0.0004 ips: 51.2820 images/s [03/12 06:48:10] ppdet.engine INFO: Epoch: [19] [260/610] learning_rate: 0.237641 loss_vfl: 1.130059 loss_bbox: 0.573156 loss_dfl: 0.442762 loss: 2.121773 eta: 1 day, 22:30:36 batch_cost: 1.0382 data_cost: 0.0004 ips: 46.2321 images/s [03/12 06:48:32] ppdet.engine INFO: Epoch: [19] [280/610] learning_rate: 0.237633 loss_vfl: 1.152953 loss_bbox: 0.533732 loss_dfl: 0.436375 loss: 2.154891 eta: 1 day, 22:30:20 batch_cost: 0.9925 data_cost: 0.0004 ips: 48.3626 images/s [03/12 06:48:53] ppdet.engine INFO: Epoch: [19] [300/610] learning_rate: 0.237625 loss_vfl: 1.122999 loss_bbox: 0.536270 loss_dfl: 0.428637 loss: 2.108687 eta: 1 day, 22:29:52 batch_cost: 0.9483 data_cost: 0.0004 ips: 50.6153 images/s [03/12 06:49:15] ppdet.engine INFO: Epoch: [19] [320/610] learning_rate: 0.237617 loss_vfl: 1.181224 loss_bbox: 0.581992 loss_dfl: 0.458831 loss: 2.208554 eta: 1 day, 22:29:13 batch_cost: 0.9101 data_cost: 0.0004 ips: 52.7432 images/s [03/12 06:49:37] ppdet.engine INFO: Epoch: [19] [340/610] learning_rate: 0.237608 loss_vfl: 1.122534 loss_bbox: 0.550054 loss_dfl: 0.434663 loss: 2.109997 eta: 1 day, 22:28:59 batch_cost: 0.9976 data_cost: 0.0004 ips: 48.1155 images/s [03/12 06:49:58] ppdet.engine INFO: Epoch: [19] [360/610] learning_rate: 0.237600 loss_vfl: 1.186008 loss_bbox: 0.560344 loss_dfl: 0.454931 loss: 2.199730 eta: 1 day, 22:28:26 batch_cost: 0.9304 data_cost: 0.0004 ips: 51.5923 images/s [03/12 06:50:20] ppdet.engine INFO: Epoch: [19] [380/610] learning_rate: 0.237592 loss_vfl: 1.140223 loss_bbox: 0.554941 loss_dfl: 0.438578 loss: 2.129480 eta: 1 day, 22:28:02 batch_cost: 0.9645 data_cost: 0.0008 ips: 49.7647 images/s [03/12 06:50:41] ppdet.engine INFO: Epoch: [19] [400/610] learning_rate: 0.237584 loss_vfl: 1.184630 loss_bbox: 0.585888 loss_dfl: 0.452218 loss: 2.234246 eta: 1 day, 22:27:38 batch_cost: 0.9618 data_cost: 0.0004 ips: 49.9079 images/s [03/12 06:51:02] ppdet.engine INFO: Epoch: [19] [420/610] learning_rate: 0.237576 loss_vfl: 1.106782 loss_bbox: 0.541208 loss_dfl: 0.439318 loss: 2.105216 eta: 1 day, 22:27:10 batch_cost: 0.9499 data_cost: 0.0004 ips: 50.5331 images/s [03/12 06:51:23] ppdet.engine INFO: Epoch: [19] [440/610] learning_rate: 0.237567 loss_vfl: 1.244994 loss_bbox: 0.579150 loss_dfl: 0.465788 loss: 2.326105 eta: 1 day, 22:26:34 batch_cost: 0.9187 data_cost: 0.0004 ips: 52.2473 images/s [03/12 06:51:45] ppdet.engine INFO: Epoch: [19] [460/610] learning_rate: 0.237559 loss_vfl: 1.175375 loss_bbox: 0.573469 loss_dfl: 0.457235 loss: 2.197793 eta: 1 day, 22:26:17 batch_cost: 0.9855 data_cost: 0.0004 ips: 48.7038 images/s [03/12 06:52:06] ppdet.engine INFO: Epoch: [19] [480/610] learning_rate: 0.237551 loss_vfl: 1.147970 loss_bbox: 0.555432 loss_dfl: 0.432866 loss: 2.143171 eta: 1 day, 22:25:40 batch_cost: 0.9169 data_cost: 0.0004 ips: 52.3514 images/s [03/12 06:52:28] ppdet.engine INFO: Epoch: [19] [500/610] learning_rate: 0.237542 loss_vfl: 1.198815 loss_bbox: 0.557593 loss_dfl: 0.439662 loss: 2.201231 eta: 1 day, 22:25:08 batch_cost: 0.9359 data_cost: 0.0011 ips: 51.2858 images/s [03/12 06:52:50] ppdet.engine INFO: Epoch: [19] [520/610] learning_rate: 0.237534 loss_vfl: 1.137758 loss_bbox: 0.551082 loss_dfl: 0.431360 loss: 2.125608 eta: 1 day, 22:24:57 batch_cost: 1.0055 data_cost: 0.0004 ips: 47.7370 images/s [03/12 06:53:11] ppdet.engine INFO: Epoch: [19] [540/610] learning_rate: 0.237526 loss_vfl: 1.192708 loss_bbox: 0.567219 loss_dfl: 0.451010 loss: 2.246938 eta: 1 day, 22:24:24 batch_cost: 0.9320 data_cost: 0.0004 ips: 51.5033 images/s [03/12 06:53:33] ppdet.engine INFO: Epoch: [19] [560/610] learning_rate: 0.237517 loss_vfl: 1.202225 loss_bbox: 0.590308 loss_dfl: 0.460365 loss: 2.252880 eta: 1 day, 22:24:08 batch_cost: 0.9895 data_cost: 0.0004 ips: 48.5104 images/s [03/12 06:53:56] ppdet.engine INFO: Epoch: [19] [580/610] learning_rate: 0.237509 loss_vfl: 1.181362 loss_bbox: 0.564277 loss_dfl: 0.451445 loss: 2.228495 eta: 1 day, 22:24:04 batch_cost: 1.0349 data_cost: 0.0004 ips: 46.3829 images/s [03/12 06:54:16] ppdet.engine INFO: Epoch: [19] [600/610] learning_rate: 0.237501 loss_vfl: 1.196853 loss_bbox: 0.595459 loss_dfl: 0.454161 loss: 2.248209 eta: 1 day, 22:23:27 batch_cost: 0.9130 data_cost: 0.0005 ips: 52.5746 images/s [03/12 06:54:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 06:54:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 06:54:25] ppdet.engine INFO: Eval iter: 0 [03/12 06:54:51] ppdet.engine INFO: Eval iter: 100 [03/12 06:55:03] ppdet.engine INFO: Eval iter: 200 [03/12 06:55:16] ppdet.engine INFO: Eval iter: 300 [03/12 06:55:27] ppdet.engine INFO: Eval iter: 400 [03/12 06:55:39] ppdet.engine INFO: Eval iter: 500 [03/12 06:55:52] ppdet.engine INFO: Eval iter: 600 [03/12 06:56:06] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.58s) creating index... index created! [03/12 06:56:06] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.99s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=60.17s). Accumulating evaluation results... DONE (t=12.42s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.281 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.429 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.298 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.102 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 ] = 0.448 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.262 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.419 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.444 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.176 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.496 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.681 [03/12 06:57:26] ppdet.engine INFO: Total sample number: 4952, averge FPS: 54.86245377395952 [03/12 06:57:26] ppdet.engine INFO: Best test bbox ap is 0.281. [03/12 06:57:26] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 06:57:26] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 06:57:27] ppdet.engine INFO: Epoch: [20] [ 0/610] learning_rate: 0.237496 loss_vfl: 1.227026 loss_bbox: 0.598956 loss_dfl: 0.481000 loss: 2.309397 eta: 1 day, 22:22:04 batch_cost: 0.6989 data_cost: 0.0004 ips: 68.6806 images/s [03/12 06:57:49] ppdet.engine INFO: Epoch: [20] [ 20/610] learning_rate: 0.237488 loss_vfl: 1.195687 loss_bbox: 0.575129 loss_dfl: 0.450509 loss: 2.179053 eta: 1 day, 22:21:37 batch_cost: 0.9512 data_cost: 0.0004 ips: 50.4636 images/s [03/12 06:58:12] ppdet.engine INFO: Epoch: [20] [ 40/610] learning_rate: 0.237480 loss_vfl: 1.166850 loss_bbox: 0.565279 loss_dfl: 0.448203 loss: 2.191714 eta: 1 day, 22:21:31 batch_cost: 1.0253 data_cost: 0.0004 ips: 46.8162 images/s [03/12 06:58:33] ppdet.engine INFO: Epoch: [20] [ 60/610] learning_rate: 0.237471 loss_vfl: 1.222106 loss_bbox: 0.597537 loss_dfl: 0.468065 loss: 2.291024 eta: 1 day, 22:21:15 batch_cost: 0.9880 data_cost: 0.0004 ips: 48.5812 images/s [03/12 06:58:55] ppdet.engine INFO: Epoch: [20] [ 80/610] learning_rate: 0.237463 loss_vfl: 1.170121 loss_bbox: 0.544596 loss_dfl: 0.446407 loss: 2.149470 eta: 1 day, 22:20:57 batch_cost: 0.9848 data_cost: 0.0004 ips: 48.7391 images/s [03/12 06:59:16] ppdet.engine INFO: Epoch: [20] [100/610] learning_rate: 0.237454 loss_vfl: 1.114478 loss_bbox: 0.531648 loss_dfl: 0.422579 loss: 2.078496 eta: 1 day, 22:20:28 batch_cost: 0.9417 data_cost: 0.0004 ips: 50.9700 images/s [03/12 06:59:38] ppdet.engine INFO: Epoch: [20] [120/610] learning_rate: 0.237446 loss_vfl: 1.154466 loss_bbox: 0.550866 loss_dfl: 0.438917 loss: 2.156312 eta: 1 day, 22:19:57 batch_cost: 0.9382 data_cost: 0.0004 ips: 51.1592 images/s [03/12 06:59:59] ppdet.engine INFO: Epoch: [20] [140/610] learning_rate: 0.237437 loss_vfl: 1.205129 loss_bbox: 0.574678 loss_dfl: 0.450954 loss: 2.233245 eta: 1 day, 22:19:33 batch_cost: 0.9601 data_cost: 0.0004 ips: 49.9961 images/s [03/12 07:00:22] ppdet.engine INFO: Epoch: [20] [160/610] learning_rate: 0.237429 loss_vfl: 1.143400 loss_bbox: 0.548422 loss_dfl: 0.444980 loss: 2.163270 eta: 1 day, 22:19:46 batch_cost: 1.0962 data_cost: 0.0004 ips: 43.7872 images/s [03/12 07:00:44] ppdet.engine INFO: Epoch: [20] [180/610] learning_rate: 0.237420 loss_vfl: 1.211998 loss_bbox: 0.564337 loss_dfl: 0.442284 loss: 2.204905 eta: 1 day, 22:19:10 batch_cost: 0.9155 data_cost: 0.0004 ips: 52.4301 images/s [03/12 07:01:06] ppdet.engine INFO: Epoch: [20] [200/610] learning_rate: 0.237412 loss_vfl: 1.182402 loss_bbox: 0.559146 loss_dfl: 0.434893 loss: 2.157142 eta: 1 day, 22:18:59 batch_cost: 1.0102 data_cost: 0.0004 ips: 47.5141 images/s [03/12 07:01:27] ppdet.engine INFO: Epoch: [20] [220/610] learning_rate: 0.237403 loss_vfl: 1.180040 loss_bbox: 0.584460 loss_dfl: 0.457605 loss: 2.218606 eta: 1 day, 22:18:04 batch_cost: 0.8467 data_cost: 0.0009 ips: 56.6881 images/s [03/12 07:01:49] ppdet.engine INFO: Epoch: [20] [240/610] learning_rate: 0.237395 loss_vfl: 1.177934 loss_bbox: 0.543066 loss_dfl: 0.426390 loss: 2.165048 eta: 1 day, 22:17:36 batch_cost: 0.9467 data_cost: 0.0005 ips: 50.7012 images/s [03/12 07:02:10] ppdet.engine INFO: Epoch: [20] [260/610] learning_rate: 0.237386 loss_vfl: 1.117902 loss_bbox: 0.562401 loss_dfl: 0.435372 loss: 2.148863 eta: 1 day, 22:17:13 batch_cost: 0.9666 data_cost: 0.0010 ips: 49.6607 images/s [03/12 07:02:33] ppdet.engine INFO: Epoch: [20] [280/610] learning_rate: 0.237378 loss_vfl: 1.162416 loss_bbox: 0.584836 loss_dfl: 0.457333 loss: 2.201735 eta: 1 day, 22:17:09 batch_cost: 1.0323 data_cost: 0.0004 ips: 46.4982 images/s [03/12 07:02:55] ppdet.engine INFO: Epoch: [20] [300/610] learning_rate: 0.237369 loss_vfl: 1.155463 loss_bbox: 0.555768 loss_dfl: 0.436452 loss: 2.147154 eta: 1 day, 22:16:55 batch_cost: 0.9975 data_cost: 0.0005 ips: 48.1209 images/s [03/12 07:03:16] ppdet.engine INFO: Epoch: [20] [320/610] learning_rate: 0.237361 loss_vfl: 1.146957 loss_bbox: 0.585250 loss_dfl: 0.463758 loss: 2.169417 eta: 1 day, 22:16:23 batch_cost: 0.9316 data_cost: 0.0005 ips: 51.5224 images/s [03/12 07:03:38] ppdet.engine INFO: Epoch: [20] [340/610] learning_rate: 0.237352 loss_vfl: 1.169690 loss_bbox: 0.556108 loss_dfl: 0.439517 loss: 2.168285 eta: 1 day, 22:16:14 batch_cost: 1.0161 data_cost: 0.0004 ips: 47.2389 images/s [03/12 07:04:00] ppdet.engine INFO: Epoch: [20] [360/610] learning_rate: 0.237343 loss_vfl: 1.178149 loss_bbox: 0.570512 loss_dfl: 0.448419 loss: 2.189826 eta: 1 day, 22:16:03 batch_cost: 1.0089 data_cost: 0.0004 ips: 47.5755 images/s [03/12 07:04:22] ppdet.engine INFO: Epoch: [20] [380/610] learning_rate: 0.237335 loss_vfl: 1.149489 loss_bbox: 0.554421 loss_dfl: 0.440183 loss: 2.149176 eta: 1 day, 22:15:30 batch_cost: 0.9258 data_cost: 0.0006 ips: 51.8455 images/s [03/12 07:04:43] ppdet.engine INFO: Epoch: [20] [400/610] learning_rate: 0.237326 loss_vfl: 1.180113 loss_bbox: 0.540234 loss_dfl: 0.440724 loss: 2.164262 eta: 1 day, 22:15:20 batch_cost: 1.0119 data_cost: 0.0004 ips: 47.4363 images/s [03/12 07:05:04] ppdet.engine INFO: Epoch: [20] [420/610] learning_rate: 0.237317 loss_vfl: 1.098380 loss_bbox: 0.532962 loss_dfl: 0.426418 loss: 2.046313 eta: 1 day, 22:14:46 batch_cost: 0.9239 data_cost: 0.0004 ips: 51.9557 images/s [03/12 07:05:25] ppdet.engine INFO: Epoch: [20] [440/610] learning_rate: 0.237309 loss_vfl: 1.131945 loss_bbox: 0.559840 loss_dfl: 0.441302 loss: 2.138830 eta: 1 day, 22:14:34 batch_cost: 1.0075 data_cost: 0.0004 ips: 47.6421 images/s [03/12 07:05:47] ppdet.engine INFO: Epoch: [20] [460/610] learning_rate: 0.237300 loss_vfl: 1.116263 loss_bbox: 0.551722 loss_dfl: 0.441078 loss: 2.107068 eta: 1 day, 22:14:03 batch_cost: 0.9351 data_cost: 0.0004 ips: 51.3333 images/s [03/12 07:06:09] ppdet.engine INFO: Epoch: [20] [480/610] learning_rate: 0.237291 loss_vfl: 1.197307 loss_bbox: 0.588971 loss_dfl: 0.468375 loss: 2.244110 eta: 1 day, 22:13:40 batch_cost: 0.9647 data_cost: 0.0005 ips: 49.7571 images/s [03/12 07:06:32] ppdet.engine INFO: Epoch: [20] [500/610] learning_rate: 0.237282 loss_vfl: 1.162249 loss_bbox: 0.583412 loss_dfl: 0.455925 loss: 2.198730 eta: 1 day, 22:13:33 batch_cost: 1.0205 data_cost: 0.0010 ips: 47.0372 images/s [03/12 07:06:53] ppdet.engine INFO: Epoch: [20] [520/610] learning_rate: 0.237274 loss_vfl: 1.121463 loss_bbox: 0.555224 loss_dfl: 0.433738 loss: 2.136866 eta: 1 day, 22:12:40 batch_cost: 0.8523 data_cost: 0.0004 ips: 56.3214 images/s [03/12 07:07:14] ppdet.engine INFO: Epoch: [20] [540/610] learning_rate: 0.237265 loss_vfl: 1.228687 loss_bbox: 0.598829 loss_dfl: 0.467264 loss: 2.286983 eta: 1 day, 22:12:20 batch_cost: 0.9757 data_cost: 0.0004 ips: 49.1937 images/s [03/12 07:07:36] ppdet.engine INFO: Epoch: [20] [560/610] learning_rate: 0.237256 loss_vfl: 1.171825 loss_bbox: 0.564048 loss_dfl: 0.445875 loss: 2.192026 eta: 1 day, 22:12:05 batch_cost: 0.9966 data_cost: 0.0005 ips: 48.1620 images/s [03/12 07:07:58] ppdet.engine INFO: Epoch: [20] [580/610] learning_rate: 0.237247 loss_vfl: 1.187687 loss_bbox: 0.575802 loss_dfl: 0.450976 loss: 2.258652 eta: 1 day, 22:11:51 batch_cost: 0.9957 data_cost: 0.0004 ips: 48.2093 images/s [03/12 07:08:19] ppdet.engine INFO: Epoch: [20] [600/610] learning_rate: 0.237239 loss_vfl: 1.170897 loss_bbox: 0.573843 loss_dfl: 0.449991 loss: 2.200416 eta: 1 day, 22:11:04 batch_cost: 0.8731 data_cost: 0.0005 ips: 54.9777 images/s [03/12 07:08:40] ppdet.engine INFO: Epoch: [21] [ 0/610] learning_rate: 0.237234 loss_vfl: 1.200399 loss_bbox: 0.609396 loss_dfl: 0.469231 loss: 2.276279 eta: 1 day, 22:12:33 batch_cost: 1.2553 data_cost: 0.5881 ips: 38.2388 images/s [03/12 07:09:05] ppdet.engine INFO: Epoch: [21] [ 20/610] learning_rate: 0.237225 loss_vfl: 1.168421 loss_bbox: 0.559590 loss_dfl: 0.450508 loss: 2.162609 eta: 1 day, 22:12:53 batch_cost: 1.1255 data_cost: 0.0004 ips: 42.6477 images/s [03/12 07:09:27] ppdet.engine INFO: Epoch: [21] [ 40/610] learning_rate: 0.237217 loss_vfl: 1.183989 loss_bbox: 0.592609 loss_dfl: 0.467242 loss: 2.257662 eta: 1 day, 22:12:27 batch_cost: 0.9539 data_cost: 0.0004 ips: 50.3209 images/s [03/12 07:09:50] ppdet.engine INFO: Epoch: [21] [ 60/610] learning_rate: 0.237208 loss_vfl: 1.145746 loss_bbox: 0.572946 loss_dfl: 0.431440 loss: 2.129335 eta: 1 day, 22:12:20 batch_cost: 1.0263 data_cost: 0.0008 ips: 46.7714 images/s [03/12 07:10:10] ppdet.engine INFO: Epoch: [21] [ 80/610] learning_rate: 0.237199 loss_vfl: 1.190154 loss_bbox: 0.570542 loss_dfl: 0.448430 loss: 2.204220 eta: 1 day, 22:11:48 batch_cost: 0.9309 data_cost: 0.0004 ips: 51.5656 images/s [03/12 07:10:33] ppdet.engine INFO: Epoch: [21] [100/610] learning_rate: 0.237190 loss_vfl: 1.173908 loss_bbox: 0.581450 loss_dfl: 0.447104 loss: 2.240546 eta: 1 day, 22:11:27 batch_cost: 0.9706 data_cost: 0.0004 ips: 49.4528 images/s [03/12 07:10:56] ppdet.engine INFO: Epoch: [21] [120/610] learning_rate: 0.237181 loss_vfl: 1.131733 loss_bbox: 0.569430 loss_dfl: 0.441717 loss: 2.135750 eta: 1 day, 22:11:27 batch_cost: 1.0542 data_cost: 0.0004 ips: 45.5332 images/s [03/12 07:11:18] ppdet.engine INFO: Epoch: [21] [140/610] learning_rate: 0.237172 loss_vfl: 1.185920 loss_bbox: 0.596284 loss_dfl: 0.470297 loss: 2.280443 eta: 1 day, 22:11:14 batch_cost: 1.0013 data_cost: 0.0004 ips: 47.9393 images/s [03/12 07:11:40] ppdet.engine INFO: Epoch: [21] [160/610] learning_rate: 0.237163 loss_vfl: 1.172870 loss_bbox: 0.546947 loss_dfl: 0.430170 loss: 2.177761 eta: 1 day, 22:11:05 batch_cost: 1.0188 data_cost: 0.0009 ips: 47.1153 images/s [03/12 07:12:03] ppdet.engine INFO: Epoch: [21] [180/610] learning_rate: 0.237154 loss_vfl: 1.163458 loss_bbox: 0.577111 loss_dfl: 0.441616 loss: 2.184020 eta: 1 day, 22:10:55 batch_cost: 1.0150 data_cost: 0.0004 ips: 47.2930 images/s [03/12 07:12:24] ppdet.engine INFO: Epoch: [21] [200/610] learning_rate: 0.237145 loss_vfl: 1.125398 loss_bbox: 0.537833 loss_dfl: 0.437328 loss: 2.105781 eta: 1 day, 22:10:24 batch_cost: 0.9321 data_cost: 0.0004 ips: 51.4986 images/s [03/12 07:12:46] ppdet.engine INFO: Epoch: [21] [220/610] learning_rate: 0.237137 loss_vfl: 1.161350 loss_bbox: 0.571736 loss_dfl: 0.432604 loss: 2.161129 eta: 1 day, 22:10:04 batch_cost: 0.9779 data_cost: 0.0004 ips: 49.0871 images/s [03/12 07:13:08] ppdet.engine INFO: Epoch: [21] [240/610] learning_rate: 0.237128 loss_vfl: 1.163082 loss_bbox: 0.564533 loss_dfl: 0.440351 loss: 2.169580 eta: 1 day, 22:09:31 batch_cost: 0.9254 data_cost: 0.0004 ips: 51.8706 images/s [03/12 07:13:28] ppdet.engine INFO: Epoch: [21] [260/610] learning_rate: 0.237119 loss_vfl: 1.099607 loss_bbox: 0.531830 loss_dfl: 0.428308 loss: 2.075075 eta: 1 day, 22:09:00 batch_cost: 0.9333 data_cost: 0.0004 ips: 51.4310 images/s [03/12 07:13:50] ppdet.engine INFO: Epoch: [21] [280/610] learning_rate: 0.237110 loss_vfl: 1.092698 loss_bbox: 0.554310 loss_dfl: 0.431388 loss: 2.062668 eta: 1 day, 22:08:47 batch_cost: 1.0032 data_cost: 0.0006 ips: 47.8482 images/s [03/12 07:14:11] ppdet.engine INFO: Epoch: [21] [300/610] learning_rate: 0.237101 loss_vfl: 1.156518 loss_bbox: 0.549868 loss_dfl: 0.443240 loss: 2.151752 eta: 1 day, 22:08:15 batch_cost: 0.9299 data_cost: 0.0004 ips: 51.6208 images/s [03/12 07:14:33] ppdet.engine INFO: Epoch: [21] [320/610] learning_rate: 0.237092 loss_vfl: 1.160905 loss_bbox: 0.558639 loss_dfl: 0.437440 loss: 2.134659 eta: 1 day, 22:07:59 batch_cost: 0.9933 data_cost: 0.0004 ips: 48.3232 images/s [03/12 07:14:54] ppdet.engine INFO: Epoch: [21] [340/610] learning_rate: 0.237082 loss_vfl: 1.099523 loss_bbox: 0.541168 loss_dfl: 0.421298 loss: 2.048558 eta: 1 day, 22:07:43 batch_cost: 0.9907 data_cost: 0.0004 ips: 48.4524 images/s [03/12 07:15:15] ppdet.engine INFO: Epoch: [21] [360/610] learning_rate: 0.237073 loss_vfl: 1.108879 loss_bbox: 0.566968 loss_dfl: 0.438829 loss: 2.105205 eta: 1 day, 22:07:11 batch_cost: 0.9293 data_cost: 0.0004 ips: 51.6491 images/s [03/12 07:15:37] ppdet.engine INFO: Epoch: [21] [380/610] learning_rate: 0.237064 loss_vfl: 1.092054 loss_bbox: 0.517548 loss_dfl: 0.401394 loss: 2.001110 eta: 1 day, 22:06:46 batch_cost: 0.9566 data_cost: 0.0004 ips: 50.1756 images/s [03/12 07:15:59] ppdet.engine INFO: Epoch: [21] [400/610] learning_rate: 0.237055 loss_vfl: 1.259398 loss_bbox: 0.633872 loss_dfl: 0.494988 loss: 2.383447 eta: 1 day, 22:06:40 batch_cost: 1.0285 data_cost: 0.0004 ips: 46.6706 images/s [03/12 07:16:21] ppdet.engine INFO: Epoch: [21] [420/610] learning_rate: 0.237046 loss_vfl: 1.207858 loss_bbox: 0.587597 loss_dfl: 0.465922 loss: 2.275333 eta: 1 day, 22:06:01 batch_cost: 0.9022 data_cost: 0.0004 ips: 53.2045 images/s [03/12 07:16:43] ppdet.engine INFO: Epoch: [21] [440/610] learning_rate: 0.237037 loss_vfl: 1.150375 loss_bbox: 0.579569 loss_dfl: 0.449252 loss: 2.153545 eta: 1 day, 22:05:28 batch_cost: 0.9267 data_cost: 0.0004 ips: 51.7971 images/s [03/12 07:17:05] ppdet.engine INFO: Epoch: [21] [460/610] learning_rate: 0.237028 loss_vfl: 1.144209 loss_bbox: 0.554761 loss_dfl: 0.429489 loss: 2.114126 eta: 1 day, 22:04:54 batch_cost: 0.9186 data_cost: 0.0004 ips: 52.2512 images/s [03/12 07:17:26] ppdet.engine INFO: Epoch: [21] [480/610] learning_rate: 0.237019 loss_vfl: 1.181004 loss_bbox: 0.585348 loss_dfl: 0.452422 loss: 2.233869 eta: 1 day, 22:04:37 batch_cost: 0.9877 data_cost: 0.0011 ips: 48.5984 images/s [03/12 07:17:48] ppdet.engine INFO: Epoch: [21] [500/610] learning_rate: 0.237010 loss_vfl: 1.127670 loss_bbox: 0.543324 loss_dfl: 0.432887 loss: 2.121968 eta: 1 day, 22:04:14 batch_cost: 0.9650 data_cost: 0.0007 ips: 49.7433 images/s [03/12 07:18:10] ppdet.engine INFO: Epoch: [21] [520/610] learning_rate: 0.237001 loss_vfl: 1.163194 loss_bbox: 0.541328 loss_dfl: 0.445325 loss: 2.126651 eta: 1 day, 22:03:56 batch_cost: 0.9848 data_cost: 0.0004 ips: 48.7399 images/s [03/12 07:18:31] ppdet.engine INFO: Epoch: [21] [540/610] learning_rate: 0.236991 loss_vfl: 1.147131 loss_bbox: 0.564832 loss_dfl: 0.440121 loss: 2.149968 eta: 1 day, 22:03:27 batch_cost: 0.9382 data_cost: 0.0004 ips: 51.1632 images/s [03/12 07:18:52] ppdet.engine INFO: Epoch: [21] [560/610] learning_rate: 0.236982 loss_vfl: 1.152956 loss_bbox: 0.556326 loss_dfl: 0.449346 loss: 2.144403 eta: 1 day, 22:03:01 batch_cost: 0.9537 data_cost: 0.0004 ips: 50.3310 images/s [03/12 07:19:14] ppdet.engine INFO: Epoch: [21] [580/610] learning_rate: 0.236973 loss_vfl: 1.200220 loss_bbox: 0.569818 loss_dfl: 0.472774 loss: 2.271368 eta: 1 day, 22:02:25 batch_cost: 0.9128 data_cost: 0.0013 ips: 52.5858 images/s [03/12 07:19:35] ppdet.engine INFO: Epoch: [21] [600/610] learning_rate: 0.236964 loss_vfl: 1.236890 loss_bbox: 0.577485 loss_dfl: 0.461229 loss: 2.280884 eta: 1 day, 22:02:12 batch_cost: 0.9999 data_cost: 0.0012 ips: 48.0037 images/s [03/12 07:19:54] ppdet.engine INFO: Epoch: [22] [ 0/610] learning_rate: 0.236959 loss_vfl: 1.102108 loss_bbox: 0.542325 loss_dfl: 0.413815 loss: 2.045380 eta: 1 day, 22:03:15 batch_cost: 1.2445 data_cost: 0.5416 ips: 38.5687 images/s [03/12 07:20:20] ppdet.engine INFO: Epoch: [22] [ 20/610] learning_rate: 0.236950 loss_vfl: 1.146591 loss_bbox: 0.544750 loss_dfl: 0.443383 loss: 2.167045 eta: 1 day, 22:03:40 batch_cost: 1.1540 data_cost: 0.0004 ips: 41.5928 images/s [03/12 07:20:42] ppdet.engine INFO: Epoch: [22] [ 40/610] learning_rate: 0.236941 loss_vfl: 1.158996 loss_bbox: 0.569787 loss_dfl: 0.443651 loss: 2.205169 eta: 1 day, 22:03:21 batch_cost: 0.9808 data_cost: 0.0004 ips: 48.9376 images/s [03/12 07:21:04] ppdet.engine INFO: Epoch: [22] [ 60/610] learning_rate: 0.236931 loss_vfl: 1.139203 loss_bbox: 0.555551 loss_dfl: 0.445324 loss: 2.149436 eta: 1 day, 22:02:57 batch_cost: 0.9573 data_cost: 0.0004 ips: 50.1408 images/s [03/12 07:21:25] ppdet.engine INFO: Epoch: [22] [ 80/610] learning_rate: 0.236922 loss_vfl: 1.134604 loss_bbox: 0.565060 loss_dfl: 0.442908 loss: 2.134306 eta: 1 day, 22:02:20 batch_cost: 0.9093 data_cost: 0.0004 ips: 52.7894 images/s [03/12 07:21:47] ppdet.engine INFO: Epoch: [22] [100/610] learning_rate: 0.236913 loss_vfl: 1.159580 loss_bbox: 0.589621 loss_dfl: 0.459509 loss: 2.220293 eta: 1 day, 22:01:54 batch_cost: 0.9540 data_cost: 0.0004 ips: 50.3160 images/s [03/12 07:22:09] ppdet.engine INFO: Epoch: [22] [120/610] learning_rate: 0.236903 loss_vfl: 1.143447 loss_bbox: 0.561608 loss_dfl: 0.442381 loss: 2.145491 eta: 1 day, 22:01:33 batch_cost: 0.9714 data_cost: 0.0004 ips: 49.4115 images/s [03/12 07:22:31] ppdet.engine INFO: Epoch: [22] [140/610] learning_rate: 0.236894 loss_vfl: 1.141624 loss_bbox: 0.557656 loss_dfl: 0.441736 loss: 2.164607 eta: 1 day, 22:01:15 batch_cost: 0.9846 data_cost: 0.0004 ips: 48.7508 images/s [03/12 07:22:53] ppdet.engine INFO: Epoch: [22] [160/610] learning_rate: 0.236885 loss_vfl: 1.131514 loss_bbox: 0.562783 loss_dfl: 0.440906 loss: 2.149297 eta: 1 day, 22:01:01 batch_cost: 0.9990 data_cost: 0.0004 ips: 48.0476 images/s [03/12 07:23:16] ppdet.engine INFO: Epoch: [22] [180/610] learning_rate: 0.236875 loss_vfl: 1.233207 loss_bbox: 0.588011 loss_dfl: 0.461269 loss: 2.285516 eta: 1 day, 22:00:48 batch_cost: 1.0048 data_cost: 0.0004 ips: 47.7686 images/s [03/12 07:23:36] ppdet.engine INFO: Epoch: [22] [200/610] learning_rate: 0.236866 loss_vfl: 1.173970 loss_bbox: 0.559713 loss_dfl: 0.439639 loss: 2.175181 eta: 1 day, 22:00:08 batch_cost: 0.8958 data_cost: 0.0004 ips: 53.5851 images/s [03/12 07:23:58] ppdet.engine INFO: Epoch: [22] [220/610] learning_rate: 0.236857 loss_vfl: 1.124903 loss_bbox: 0.545584 loss_dfl: 0.437746 loss: 2.131221 eta: 1 day, 21:59:43 batch_cost: 0.9552 data_cost: 0.0004 ips: 50.2517 images/s [03/12 07:24:21] ppdet.engine INFO: Epoch: [22] [240/610] learning_rate: 0.236847 loss_vfl: 1.156429 loss_bbox: 0.562021 loss_dfl: 0.441659 loss: 2.167087 eta: 1 day, 21:59:41 batch_cost: 1.0471 data_cost: 0.0009 ips: 45.8415 images/s [03/12 07:24:42] ppdet.engine INFO: Epoch: [22] [260/610] learning_rate: 0.236838 loss_vfl: 1.185348 loss_bbox: 0.561490 loss_dfl: 0.441435 loss: 2.199625 eta: 1 day, 21:59:11 batch_cost: 0.9382 data_cost: 0.0004 ips: 51.1609 images/s [03/12 07:25:03] ppdet.engine INFO: Epoch: [22] [280/610] learning_rate: 0.236829 loss_vfl: 1.178521 loss_bbox: 0.572243 loss_dfl: 0.450546 loss: 2.170547 eta: 1 day, 21:58:50 batch_cost: 0.9702 data_cost: 0.0004 ips: 49.4766 images/s [03/12 07:25:24] ppdet.engine INFO: Epoch: [22] [300/610] learning_rate: 0.236819 loss_vfl: 1.156455 loss_bbox: 0.551791 loss_dfl: 0.445231 loss: 2.184156 eta: 1 day, 21:58:11 batch_cost: 0.8984 data_cost: 0.0006 ips: 53.4279 images/s [03/12 07:25:46] ppdet.engine INFO: Epoch: [22] [320/610] learning_rate: 0.236810 loss_vfl: 1.212779 loss_bbox: 0.588510 loss_dfl: 0.463048 loss: 2.269485 eta: 1 day, 21:58:00 batch_cost: 1.0141 data_cost: 0.0004 ips: 47.3304 images/s [03/12 07:26:09] ppdet.engine INFO: Epoch: [22] [340/610] learning_rate: 0.236800 loss_vfl: 1.204946 loss_bbox: 0.549522 loss_dfl: 0.445969 loss: 2.174493 eta: 1 day, 21:58:01 batch_cost: 1.0609 data_cost: 0.0004 ips: 45.2431 images/s [03/12 07:26:31] ppdet.engine INFO: Epoch: [22] [360/610] learning_rate: 0.236791 loss_vfl: 1.182821 loss_bbox: 0.571326 loss_dfl: 0.449380 loss: 2.220881 eta: 1 day, 21:57:49 batch_cost: 1.0075 data_cost: 0.0004 ips: 47.6404 images/s [03/12 07:26:53] ppdet.engine INFO: Epoch: [22] [380/610] learning_rate: 0.236781 loss_vfl: 1.183907 loss_bbox: 0.576147 loss_dfl: 0.447507 loss: 2.219108 eta: 1 day, 21:57:32 batch_cost: 0.9905 data_cost: 0.0004 ips: 48.4601 images/s [03/12 07:27:14] ppdet.engine INFO: Epoch: [22] [400/610] learning_rate: 0.236772 loss_vfl: 1.157222 loss_bbox: 0.566884 loss_dfl: 0.441385 loss: 2.161678 eta: 1 day, 21:56:45 batch_cost: 0.8649 data_cost: 0.0022 ips: 55.5002 images/s [03/12 07:27:37] ppdet.engine INFO: Epoch: [22] [420/610] learning_rate: 0.236762 loss_vfl: 1.147829 loss_bbox: 0.567707 loss_dfl: 0.438921 loss: 2.174937 eta: 1 day, 21:56:42 batch_cost: 1.0442 data_cost: 0.0004 ips: 45.9696 images/s [03/12 07:27:58] ppdet.engine INFO: Epoch: [22] [440/610] learning_rate: 0.236753 loss_vfl: 1.244351 loss_bbox: 0.572491 loss_dfl: 0.451210 loss: 2.264850 eta: 1 day, 21:56:22 batch_cost: 0.9753 data_cost: 0.0004 ips: 49.2142 images/s [03/12 07:28:20] ppdet.engine INFO: Epoch: [22] [460/610] learning_rate: 0.236743 loss_vfl: 1.155172 loss_bbox: 0.532121 loss_dfl: 0.437493 loss: 2.126784 eta: 1 day, 21:55:55 batch_cost: 0.9491 data_cost: 0.0007 ips: 50.5731 images/s [03/12 07:28:42] ppdet.engine INFO: Epoch: [22] [480/610] learning_rate: 0.236734 loss_vfl: 1.113638 loss_bbox: 0.515960 loss_dfl: 0.415744 loss: 2.048657 eta: 1 day, 21:55:23 batch_cost: 0.9271 data_cost: 0.0004 ips: 51.7771 images/s [03/12 07:29:03] ppdet.engine INFO: Epoch: [22] [500/610] learning_rate: 0.236724 loss_vfl: 1.122796 loss_bbox: 0.540525 loss_dfl: 0.435260 loss: 2.104603 eta: 1 day, 21:54:49 batch_cost: 0.9167 data_cost: 0.0004 ips: 52.3602 images/s [03/12 07:29:24] ppdet.engine INFO: Epoch: [22] [520/610] learning_rate: 0.236714 loss_vfl: 1.229839 loss_bbox: 0.585268 loss_dfl: 0.458932 loss: 2.310525 eta: 1 day, 21:54:22 batch_cost: 0.9457 data_cost: 0.0004 ips: 50.7557 images/s [03/12 07:29:46] ppdet.engine INFO: Epoch: [22] [540/610] learning_rate: 0.236705 loss_vfl: 1.098376 loss_bbox: 0.518920 loss_dfl: 0.422617 loss: 2.025055 eta: 1 day, 21:54:03 batch_cost: 0.9803 data_cost: 0.0004 ips: 48.9653 images/s [03/12 07:30:08] ppdet.engine INFO: Epoch: [22] [560/610] learning_rate: 0.236695 loss_vfl: 1.128368 loss_bbox: 0.556656 loss_dfl: 0.446238 loss: 2.133727 eta: 1 day, 21:53:34 batch_cost: 0.9374 data_cost: 0.0004 ips: 51.2074 images/s [03/12 07:30:28] ppdet.engine INFO: Epoch: [22] [580/610] learning_rate: 0.236686 loss_vfl: 1.147449 loss_bbox: 0.561015 loss_dfl: 0.439011 loss: 2.129932 eta: 1 day, 21:52:49 batch_cost: 0.8730 data_cost: 0.0004 ips: 54.9824 images/s [03/12 07:30:50] ppdet.engine INFO: Epoch: [22] [600/610] learning_rate: 0.236676 loss_vfl: 1.156102 loss_bbox: 0.548510 loss_dfl: 0.448466 loss: 2.153638 eta: 1 day, 21:52:29 batch_cost: 0.9764 data_cost: 0.0024 ips: 49.1623 images/s [03/12 07:31:11] ppdet.engine INFO: Epoch: [23] [ 0/610] learning_rate: 0.236671 loss_vfl: 1.129846 loss_bbox: 0.548620 loss_dfl: 0.431272 loss: 2.097566 eta: 1 day, 21:53:45 batch_cost: 1.2887 data_cost: 0.5450 ips: 37.2458 images/s [03/12 07:31:36] ppdet.engine INFO: Epoch: [23] [ 20/610] learning_rate: 0.236661 loss_vfl: 1.189279 loss_bbox: 0.588144 loss_dfl: 0.465932 loss: 2.231757 eta: 1 day, 21:53:43 batch_cost: 1.0496 data_cost: 0.0005 ips: 45.7336 images/s [03/12 07:31:57] ppdet.engine INFO: Epoch: [23] [ 40/610] learning_rate: 0.236652 loss_vfl: 1.128041 loss_bbox: 0.540735 loss_dfl: 0.444201 loss: 2.108498 eta: 1 day, 21:53:12 batch_cost: 0.9319 data_cost: 0.0005 ips: 51.5090 images/s [03/12 07:32:20] ppdet.engine INFO: Epoch: [23] [ 60/610] learning_rate: 0.236642 loss_vfl: 1.236282 loss_bbox: 0.608180 loss_dfl: 0.475131 loss: 2.318208 eta: 1 day, 21:53:08 batch_cost: 1.0423 data_cost: 0.0005 ips: 46.0531 images/s [03/12 07:32:42] ppdet.engine INFO: Epoch: [23] [ 80/610] learning_rate: 0.236632 loss_vfl: 1.199694 loss_bbox: 0.573395 loss_dfl: 0.444635 loss: 2.230144 eta: 1 day, 21:52:42 batch_cost: 0.9520 data_cost: 0.0004 ips: 50.4221 images/s [03/12 07:33:04] ppdet.engine INFO: Epoch: [23] [100/610] learning_rate: 0.236623 loss_vfl: 1.163261 loss_bbox: 0.559756 loss_dfl: 0.444001 loss: 2.193264 eta: 1 day, 21:52:23 batch_cost: 0.9796 data_cost: 0.0004 ips: 49.0009 images/s [03/12 07:33:25] ppdet.engine INFO: Epoch: [23] [120/610] learning_rate: 0.236613 loss_vfl: 1.185994 loss_bbox: 0.578849 loss_dfl: 0.458992 loss: 2.210034 eta: 1 day, 21:51:59 batch_cost: 0.9585 data_cost: 0.0004 ips: 50.0795 images/s [03/12 07:33:48] ppdet.engine INFO: Epoch: [23] [140/610] learning_rate: 0.236603 loss_vfl: 1.071562 loss_bbox: 0.536907 loss_dfl: 0.417871 loss: 2.013386 eta: 1 day, 21:51:56 batch_cost: 1.0474 data_cost: 0.0004 ips: 45.8263 images/s [03/12 07:34:09] ppdet.engine INFO: Epoch: [23] [160/610] learning_rate: 0.236593 loss_vfl: 1.182998 loss_bbox: 0.556351 loss_dfl: 0.444452 loss: 2.191636 eta: 1 day, 21:51:41 batch_cost: 0.9956 data_cost: 0.0004 ips: 48.2122 images/s [03/12 07:34:31] ppdet.engine INFO: Epoch: [23] [180/610] learning_rate: 0.236584 loss_vfl: 1.143399 loss_bbox: 0.583943 loss_dfl: 0.459706 loss: 2.187047 eta: 1 day, 21:51:23 batch_cost: 0.9871 data_cost: 0.0004 ips: 48.6263 images/s [03/12 07:34:52] ppdet.engine INFO: Epoch: [23] [200/610] learning_rate: 0.236574 loss_vfl: 1.187990 loss_bbox: 0.585019 loss_dfl: 0.455396 loss: 2.226177 eta: 1 day, 21:50:57 batch_cost: 0.9499 data_cost: 0.0004 ips: 50.5325 images/s [03/12 07:35:14] ppdet.engine INFO: Epoch: [23] [220/610] learning_rate: 0.236564 loss_vfl: 1.167712 loss_bbox: 0.573267 loss_dfl: 0.441716 loss: 2.193352 eta: 1 day, 21:50:37 batch_cost: 0.9775 data_cost: 0.0005 ips: 49.1059 images/s [03/12 07:35:35] ppdet.engine INFO: Epoch: [23] [240/610] learning_rate: 0.236554 loss_vfl: 1.050505 loss_bbox: 0.501317 loss_dfl: 0.391313 loss: 1.942861 eta: 1 day, 21:50:16 batch_cost: 0.9709 data_cost: 0.0004 ips: 49.4380 images/s [03/12 07:35:57] ppdet.engine INFO: Epoch: [23] [260/610] learning_rate: 0.236544 loss_vfl: 1.142467 loss_bbox: 0.574021 loss_dfl: 0.440329 loss: 2.157321 eta: 1 day, 21:49:54 batch_cost: 0.9672 data_cost: 0.0004 ips: 49.6258 images/s [03/12 07:36:19] ppdet.engine INFO: Epoch: [23] [280/610] learning_rate: 0.236535 loss_vfl: 1.137795 loss_bbox: 0.567029 loss_dfl: 0.439586 loss: 2.152726 eta: 1 day, 21:49:29 batch_cost: 0.9569 data_cost: 0.0004 ips: 50.1611 images/s [03/12 07:36:41] ppdet.engine INFO: Epoch: [23] [300/610] learning_rate: 0.236525 loss_vfl: 1.168555 loss_bbox: 0.551175 loss_dfl: 0.438469 loss: 2.147192 eta: 1 day, 21:49:14 batch_cost: 0.9962 data_cost: 0.0004 ips: 48.1846 images/s [03/12 07:37:01] ppdet.engine INFO: Epoch: [23] [320/610] learning_rate: 0.236515 loss_vfl: 1.129865 loss_bbox: 0.581027 loss_dfl: 0.456723 loss: 2.179587 eta: 1 day, 21:48:44 batch_cost: 0.9329 data_cost: 0.0004 ips: 51.4551 images/s [03/12 07:37:23] ppdet.engine INFO: Epoch: [23] [340/610] learning_rate: 0.236505 loss_vfl: 1.130718 loss_bbox: 0.505598 loss_dfl: 0.422740 loss: 2.076749 eta: 1 day, 21:48:26 batch_cost: 0.9866 data_cost: 0.0004 ips: 48.6510 images/s [03/12 07:37:44] ppdet.engine INFO: Epoch: [23] [360/610] learning_rate: 0.236495 loss_vfl: 1.196682 loss_bbox: 0.563411 loss_dfl: 0.438335 loss: 2.199656 eta: 1 day, 21:47:57 batch_cost: 0.9358 data_cost: 0.0004 ips: 51.2926 images/s [03/12 07:38:06] ppdet.engine INFO: Epoch: [23] [380/610] learning_rate: 0.236485 loss_vfl: 1.118834 loss_bbox: 0.580943 loss_dfl: 0.443531 loss: 2.135997 eta: 1 day, 21:47:42 batch_cost: 0.9972 data_cost: 0.0004 ips: 48.1342 images/s [03/12 07:38:28] ppdet.engine INFO: Epoch: [23] [400/610] learning_rate: 0.236475 loss_vfl: 1.139746 loss_bbox: 0.560521 loss_dfl: 0.450411 loss: 2.162901 eta: 1 day, 21:47:28 batch_cost: 1.0016 data_cost: 0.0004 ips: 47.9228 images/s [03/12 07:38:50] ppdet.engine INFO: Epoch: [23] [420/610] learning_rate: 0.236465 loss_vfl: 1.176702 loss_bbox: 0.512588 loss_dfl: 0.426729 loss: 2.123934 eta: 1 day, 21:47:02 batch_cost: 0.9517 data_cost: 0.0005 ips: 50.4344 images/s [03/12 07:39:12] ppdet.engine INFO: Epoch: [23] [440/610] learning_rate: 0.236455 loss_vfl: 1.147334 loss_bbox: 0.577471 loss_dfl: 0.457898 loss: 2.154653 eta: 1 day, 21:46:40 batch_cost: 0.9676 data_cost: 0.0004 ips: 49.6085 images/s [03/12 07:39:34] ppdet.engine INFO: Epoch: [23] [460/610] learning_rate: 0.236445 loss_vfl: 1.215170 loss_bbox: 0.599651 loss_dfl: 0.475648 loss: 2.305155 eta: 1 day, 21:46:18 batch_cost: 0.9653 data_cost: 0.0010 ips: 49.7260 images/s [03/12 07:39:56] ppdet.engine INFO: Epoch: [23] [480/610] learning_rate: 0.236435 loss_vfl: 1.126716 loss_bbox: 0.574742 loss_dfl: 0.441090 loss: 2.155297 eta: 1 day, 21:46:07 batch_cost: 1.0169 data_cost: 0.0004 ips: 47.2000 images/s [03/12 07:40:18] ppdet.engine INFO: Epoch: [23] [500/610] learning_rate: 0.236425 loss_vfl: 1.184516 loss_bbox: 0.581540 loss_dfl: 0.454715 loss: 2.224751 eta: 1 day, 21:45:43 batch_cost: 0.9555 data_cost: 0.0004 ips: 50.2354 images/s [03/12 07:40:39] ppdet.engine INFO: Epoch: [23] [520/610] learning_rate: 0.236415 loss_vfl: 1.117914 loss_bbox: 0.576353 loss_dfl: 0.461191 loss: 2.175165 eta: 1 day, 21:45:15 batch_cost: 0.9440 data_cost: 0.0010 ips: 50.8486 images/s [03/12 07:41:01] ppdet.engine INFO: Epoch: [23] [540/610] learning_rate: 0.236405 loss_vfl: 1.194748 loss_bbox: 0.568497 loss_dfl: 0.455329 loss: 2.235945 eta: 1 day, 21:45:09 batch_cost: 1.0344 data_cost: 0.0004 ips: 46.4048 images/s [03/12 07:41:24] ppdet.engine INFO: Epoch: [23] [560/610] learning_rate: 0.236395 loss_vfl: 1.151103 loss_bbox: 0.554737 loss_dfl: 0.445605 loss: 2.132743 eta: 1 day, 21:44:53 batch_cost: 0.9946 data_cost: 0.0004 ips: 48.2619 images/s [03/12 07:41:44] ppdet.engine INFO: Epoch: [23] [580/610] learning_rate: 0.236385 loss_vfl: 1.140545 loss_bbox: 0.559835 loss_dfl: 0.443441 loss: 2.130760 eta: 1 day, 21:44:09 batch_cost: 0.8724 data_cost: 0.0004 ips: 55.0185 images/s [03/12 07:42:06] ppdet.engine INFO: Epoch: [23] [600/610] learning_rate: 0.236375 loss_vfl: 1.095731 loss_bbox: 0.545803 loss_dfl: 0.436547 loss: 2.095750 eta: 1 day, 21:43:37 batch_cost: 0.9227 data_cost: 0.0005 ips: 52.0229 images/s [03/12 07:42:28] ppdet.engine INFO: Epoch: [24] [ 0/610] learning_rate: 0.236370 loss_vfl: 1.086546 loss_bbox: 0.533716 loss_dfl: 0.426582 loss: 2.055941 eta: 1 day, 21:45:09 batch_cost: 1.3835 data_cost: 0.6517 ips: 34.6950 images/s [03/12 07:42:52] ppdet.engine INFO: Epoch: [24] [ 20/610] learning_rate: 0.236360 loss_vfl: 1.158414 loss_bbox: 0.550891 loss_dfl: 0.444791 loss: 2.159280 eta: 1 day, 21:45:21 batch_cost: 1.1173 data_cost: 0.0004 ips: 42.9619 images/s [03/12 07:43:14] ppdet.engine INFO: Epoch: [24] [ 40/610] learning_rate: 0.236350 loss_vfl: 1.181305 loss_bbox: 0.580000 loss_dfl: 0.465607 loss: 2.221395 eta: 1 day, 21:45:08 batch_cost: 1.0065 data_cost: 0.0004 ips: 47.6921 images/s [03/12 07:43:37] ppdet.engine INFO: Epoch: [24] [ 60/610] learning_rate: 0.236340 loss_vfl: 1.099628 loss_bbox: 0.540651 loss_dfl: 0.428366 loss: 2.070652 eta: 1 day, 21:44:43 batch_cost: 0.9562 data_cost: 0.0005 ips: 50.2003 images/s [03/12 07:43:59] ppdet.engine INFO: Epoch: [24] [ 80/610] learning_rate: 0.236330 loss_vfl: 1.145341 loss_bbox: 0.570941 loss_dfl: 0.451480 loss: 2.166645 eta: 1 day, 21:44:30 batch_cost: 1.0082 data_cost: 0.0004 ips: 47.6096 images/s [03/12 07:44:21] ppdet.engine INFO: Epoch: [24] [100/610] learning_rate: 0.236320 loss_vfl: 1.200865 loss_bbox: 0.605159 loss_dfl: 0.475173 loss: 2.299867 eta: 1 day, 21:43:56 batch_cost: 0.9131 data_cost: 0.0004 ips: 52.5659 images/s [03/12 07:44:42] ppdet.engine INFO: Epoch: [24] [120/610] learning_rate: 0.236310 loss_vfl: 1.209828 loss_bbox: 0.590323 loss_dfl: 0.471650 loss: 2.269993 eta: 1 day, 21:43:37 batch_cost: 0.9803 data_cost: 0.0006 ips: 48.9651 images/s [03/12 07:45:04] ppdet.engine INFO: Epoch: [24] [140/610] learning_rate: 0.236299 loss_vfl: 1.150532 loss_bbox: 0.560469 loss_dfl: 0.445526 loss: 2.154046 eta: 1 day, 21:43:15 batch_cost: 0.9676 data_cost: 0.0004 ips: 49.6084 images/s [03/12 07:45:25] ppdet.engine INFO: Epoch: [24] [160/610] learning_rate: 0.236289 loss_vfl: 1.171262 loss_bbox: 0.569583 loss_dfl: 0.458008 loss: 2.220411 eta: 1 day, 21:42:46 batch_cost: 0.9378 data_cost: 0.0004 ips: 51.1818 images/s [03/12 07:45:48] ppdet.engine INFO: Epoch: [24] [180/610] learning_rate: 0.236279 loss_vfl: 1.167233 loss_bbox: 0.573622 loss_dfl: 0.466233 loss: 2.211645 eta: 1 day, 21:42:21 batch_cost: 0.9530 data_cost: 0.0004 ips: 50.3694 images/s [03/12 07:46:08] ppdet.engine INFO: Epoch: [24] [200/610] learning_rate: 0.236269 loss_vfl: 1.185010 loss_bbox: 0.571822 loss_dfl: 0.459870 loss: 2.194841 eta: 1 day, 21:41:34 batch_cost: 0.8611 data_cost: 0.0004 ips: 55.7402 images/s [03/12 07:46:31] ppdet.engine INFO: Epoch: [24] [220/610] learning_rate: 0.236259 loss_vfl: 1.131396 loss_bbox: 0.525173 loss_dfl: 0.425951 loss: 2.060416 eta: 1 day, 21:41:16 batch_cost: 0.9829 data_cost: 0.0004 ips: 48.8359 images/s [03/12 07:46:54] ppdet.engine INFO: Epoch: [24] [240/610] learning_rate: 0.236248 loss_vfl: 1.190876 loss_bbox: 0.557355 loss_dfl: 0.456740 loss: 2.210526 eta: 1 day, 21:41:19 batch_cost: 1.0764 data_cost: 0.0004 ips: 44.5918 images/s [03/12 07:47:15] ppdet.engine INFO: Epoch: [24] [260/610] learning_rate: 0.236238 loss_vfl: 1.177138 loss_bbox: 0.581310 loss_dfl: 0.449576 loss: 2.235295 eta: 1 day, 21:40:33 batch_cost: 0.8628 data_cost: 0.0004 ips: 55.6304 images/s [03/12 07:47:35] ppdet.engine INFO: Epoch: [24] [280/610] learning_rate: 0.236228 loss_vfl: 1.173744 loss_bbox: 0.544853 loss_dfl: 0.436095 loss: 2.156869 eta: 1 day, 21:39:56 batch_cost: 0.9009 data_cost: 0.0004 ips: 53.2823 images/s [03/12 07:47:57] ppdet.engine INFO: Epoch: [24] [300/610] learning_rate: 0.236218 loss_vfl: 1.213672 loss_bbox: 0.589576 loss_dfl: 0.470166 loss: 2.259795 eta: 1 day, 21:39:28 batch_cost: 0.9426 data_cost: 0.0004 ips: 50.9217 images/s [03/12 07:48:19] ppdet.engine INFO: Epoch: [24] [320/610] learning_rate: 0.236207 loss_vfl: 1.134494 loss_bbox: 0.530663 loss_dfl: 0.414192 loss: 2.062123 eta: 1 day, 21:39:20 batch_cost: 1.0268 data_cost: 0.0004 ips: 46.7465 images/s [03/12 07:48:41] ppdet.engine INFO: Epoch: [24] [340/610] learning_rate: 0.236197 loss_vfl: 1.188252 loss_bbox: 0.569304 loss_dfl: 0.460218 loss: 2.213180 eta: 1 day, 21:38:59 batch_cost: 0.9736 data_cost: 0.0004 ips: 49.3022 images/s [03/12 07:49:02] ppdet.engine INFO: Epoch: [24] [360/610] learning_rate: 0.236187 loss_vfl: 1.078950 loss_bbox: 0.493472 loss_dfl: 0.396933 loss: 1.957626 eta: 1 day, 21:38:44 batch_cost: 0.9994 data_cost: 0.0004 ips: 48.0283 images/s [03/12 07:49:24] ppdet.engine INFO: Epoch: [24] [380/610] learning_rate: 0.236176 loss_vfl: 1.218246 loss_bbox: 0.585831 loss_dfl: 0.462027 loss: 2.249735 eta: 1 day, 21:38:24 batch_cost: 0.9735 data_cost: 0.0004 ips: 49.3076 images/s [03/12 07:49:46] ppdet.engine INFO: Epoch: [24] [400/610] learning_rate: 0.236166 loss_vfl: 1.181443 loss_bbox: 0.568909 loss_dfl: 0.451137 loss: 2.217566 eta: 1 day, 21:38:00 batch_cost: 0.9582 data_cost: 0.0006 ips: 50.0922 images/s [03/12 07:50:08] ppdet.engine INFO: Epoch: [24] [420/610] learning_rate: 0.236156 loss_vfl: 1.069097 loss_bbox: 0.508188 loss_dfl: 0.418459 loss: 1.981077 eta: 1 day, 21:37:53 batch_cost: 1.0364 data_cost: 0.0004 ips: 46.3156 images/s [03/12 07:50:30] ppdet.engine INFO: Epoch: [24] [440/610] learning_rate: 0.236145 loss_vfl: 1.151372 loss_bbox: 0.559664 loss_dfl: 0.444120 loss: 2.142915 eta: 1 day, 21:37:29 batch_cost: 0.9588 data_cost: 0.0004 ips: 50.0631 images/s [03/12 07:50:52] ppdet.engine INFO: Epoch: [24] [460/610] learning_rate: 0.236135 loss_vfl: 1.130257 loss_bbox: 0.565811 loss_dfl: 0.443511 loss: 2.157568 eta: 1 day, 21:37:01 batch_cost: 0.9378 data_cost: 0.0004 ips: 51.1827 images/s [03/12 07:51:14] ppdet.engine INFO: Epoch: [24] [480/610] learning_rate: 0.236125 loss_vfl: 1.224742 loss_bbox: 0.588447 loss_dfl: 0.462255 loss: 2.272721 eta: 1 day, 21:36:41 batch_cost: 0.9786 data_cost: 0.0004 ips: 49.0476 images/s [03/12 07:51:35] ppdet.engine INFO: Epoch: [24] [500/610] learning_rate: 0.236114 loss_vfl: 1.197745 loss_bbox: 0.603528 loss_dfl: 0.474782 loss: 2.271242 eta: 1 day, 21:36:15 batch_cost: 0.9465 data_cost: 0.0004 ips: 50.7129 images/s [03/12 07:51:59] ppdet.engine INFO: Epoch: [24] [520/610] learning_rate: 0.236104 loss_vfl: 1.223443 loss_bbox: 0.559320 loss_dfl: 0.439102 loss: 2.224446 eta: 1 day, 21:36:16 batch_cost: 1.0698 data_cost: 0.0005 ips: 44.8701 images/s [03/12 07:52:20] ppdet.engine INFO: Epoch: [24] [540/610] learning_rate: 0.236093 loss_vfl: 1.146226 loss_bbox: 0.572407 loss_dfl: 0.448572 loss: 2.159942 eta: 1 day, 21:35:43 batch_cost: 0.9181 data_cost: 0.0004 ips: 52.2843 images/s [03/12 07:52:41] ppdet.engine INFO: Epoch: [24] [560/610] learning_rate: 0.236083 loss_vfl: 1.088199 loss_bbox: 0.532573 loss_dfl: 0.424831 loss: 2.064935 eta: 1 day, 21:35:18 batch_cost: 0.9551 data_cost: 0.0004 ips: 50.2591 images/s [03/12 07:53:03] ppdet.engine INFO: Epoch: [24] [580/610] learning_rate: 0.236072 loss_vfl: 1.151470 loss_bbox: 0.542454 loss_dfl: 0.433310 loss: 2.147746 eta: 1 day, 21:35:10 batch_cost: 1.0306 data_cost: 0.0007 ips: 46.5734 images/s [03/12 07:53:24] ppdet.engine INFO: Epoch: [24] [600/610] learning_rate: 0.236062 loss_vfl: 1.126439 loss_bbox: 0.549872 loss_dfl: 0.432560 loss: 2.120801 eta: 1 day, 21:34:37 batch_cost: 0.9150 data_cost: 0.0005 ips: 52.4574 images/s [03/12 07:53:43] ppdet.engine INFO: Epoch: [25] [ 0/610] learning_rate: 0.236057 loss_vfl: 1.189982 loss_bbox: 0.561553 loss_dfl: 0.447329 loss: 2.194240 eta: 1 day, 21:35:22 batch_cost: 1.1426 data_cost: 0.5042 ips: 42.0085 images/s [03/12 07:54:08] ppdet.engine INFO: Epoch: [25] [ 20/610] learning_rate: 0.236046 loss_vfl: 1.245001 loss_bbox: 0.626665 loss_dfl: 0.490974 loss: 2.354284 eta: 1 day, 21:35:36 batch_cost: 1.1289 data_cost: 0.0004 ips: 42.5205 images/s [03/12 07:54:31] ppdet.engine INFO: Epoch: [25] [ 40/610] learning_rate: 0.236036 loss_vfl: 1.177153 loss_bbox: 0.583951 loss_dfl: 0.454763 loss: 2.199383 eta: 1 day, 21:35:19 batch_cost: 0.9926 data_cost: 0.0004 ips: 48.3559 images/s [03/12 07:54:54] ppdet.engine INFO: Epoch: [25] [ 60/610] learning_rate: 0.236025 loss_vfl: 1.140496 loss_bbox: 0.582681 loss_dfl: 0.459398 loss: 2.173962 eta: 1 day, 21:35:10 batch_cost: 1.0247 data_cost: 0.0005 ips: 46.8430 images/s [03/12 07:55:16] ppdet.engine INFO: Epoch: [25] [ 80/610] learning_rate: 0.236015 loss_vfl: 1.121801 loss_bbox: 0.560074 loss_dfl: 0.454080 loss: 2.121088 eta: 1 day, 21:34:48 batch_cost: 0.9674 data_cost: 0.0004 ips: 49.6157 images/s [03/12 07:55:38] ppdet.engine INFO: Epoch: [25] [100/610] learning_rate: 0.236004 loss_vfl: 1.099009 loss_bbox: 0.529328 loss_dfl: 0.431865 loss: 2.051855 eta: 1 day, 21:34:34 batch_cost: 1.0075 data_cost: 0.0004 ips: 47.6441 images/s [03/12 07:55:59] ppdet.engine INFO: Epoch: [25] [120/610] learning_rate: 0.235993 loss_vfl: 1.138371 loss_bbox: 0.556462 loss_dfl: 0.438066 loss: 2.121501 eta: 1 day, 21:34:08 batch_cost: 0.9494 data_cost: 0.0004 ips: 50.5575 images/s [03/12 07:56:21] ppdet.engine INFO: Epoch: [25] [140/610] learning_rate: 0.235983 loss_vfl: 1.141571 loss_bbox: 0.541975 loss_dfl: 0.433962 loss: 2.112695 eta: 1 day, 21:33:59 batch_cost: 1.0245 data_cost: 0.0004 ips: 46.8510 images/s [03/12 07:56:43] ppdet.engine INFO: Epoch: [25] [160/610] learning_rate: 0.235972 loss_vfl: 1.070133 loss_bbox: 0.550063 loss_dfl: 0.416142 loss: 2.028730 eta: 1 day, 21:33:45 batch_cost: 1.0050 data_cost: 0.0005 ips: 47.7601 images/s [03/12 07:57:05] ppdet.engine INFO: Epoch: [25] [180/610] learning_rate: 0.235962 loss_vfl: 1.153344 loss_bbox: 0.556147 loss_dfl: 0.438913 loss: 2.146488 eta: 1 day, 21:33:18 batch_cost: 0.9436 data_cost: 0.0004 ips: 50.8670 images/s [03/12 07:57:27] ppdet.engine INFO: Epoch: [25] [200/610] learning_rate: 0.235951 loss_vfl: 1.196195 loss_bbox: 0.573506 loss_dfl: 0.446015 loss: 2.262226 eta: 1 day, 21:32:46 batch_cost: 0.9216 data_cost: 0.0004 ips: 52.0805 images/s [03/12 07:57:49] ppdet.engine INFO: Epoch: [25] [220/610] learning_rate: 0.235940 loss_vfl: 1.115213 loss_bbox: 0.552677 loss_dfl: 0.431690 loss: 2.084127 eta: 1 day, 21:32:28 batch_cost: 0.9882 data_cost: 0.0013 ips: 48.5741 images/s [03/12 07:58:11] ppdet.engine INFO: Epoch: [25] [240/610] learning_rate: 0.235930 loss_vfl: 1.113585 loss_bbox: 0.555336 loss_dfl: 0.429124 loss: 2.099038 eta: 1 day, 21:32:18 batch_cost: 1.0214 data_cost: 0.0004 ips: 46.9930 images/s [03/12 07:58:32] ppdet.engine INFO: Epoch: [25] [260/610] learning_rate: 0.235919 loss_vfl: 1.106550 loss_bbox: 0.512105 loss_dfl: 0.416983 loss: 2.026116 eta: 1 day, 21:31:40 batch_cost: 0.8946 data_cost: 0.0004 ips: 53.6569 images/s [03/12 07:58:53] ppdet.engine INFO: Epoch: [25] [280/610] learning_rate: 0.235908 loss_vfl: 1.169854 loss_bbox: 0.564179 loss_dfl: 0.458775 loss: 2.194746 eta: 1 day, 21:31:08 batch_cost: 0.9201 data_cost: 0.0004 ips: 52.1692 images/s [03/12 07:59:14] ppdet.engine INFO: Epoch: [25] [300/610] learning_rate: 0.235898 loss_vfl: 1.148101 loss_bbox: 0.540566 loss_dfl: 0.433849 loss: 2.103071 eta: 1 day, 21:30:29 batch_cost: 0.8898 data_cost: 0.0004 ips: 53.9461 images/s [03/12 07:59:35] ppdet.engine INFO: Epoch: [25] [320/610] learning_rate: 0.235887 loss_vfl: 1.177357 loss_bbox: 0.558590 loss_dfl: 0.445644 loss: 2.141005 eta: 1 day, 21:29:58 batch_cost: 0.9230 data_cost: 0.0004 ips: 52.0027 images/s [03/12 07:59:56] ppdet.engine INFO: Epoch: [25] [340/610] learning_rate: 0.235876 loss_vfl: 1.140085 loss_bbox: 0.561331 loss_dfl: 0.439851 loss: 2.130324 eta: 1 day, 21:29:32 batch_cost: 0.9491 data_cost: 0.0004 ips: 50.5761 images/s [03/12 08:00:18] ppdet.engine INFO: Epoch: [25] [360/610] learning_rate: 0.235866 loss_vfl: 1.120955 loss_bbox: 0.538468 loss_dfl: 0.437022 loss: 2.067961 eta: 1 day, 21:29:19 batch_cost: 1.0075 data_cost: 0.0004 ips: 47.6427 images/s [03/12 08:00:41] ppdet.engine INFO: Epoch: [25] [380/610] learning_rate: 0.235855 loss_vfl: 1.119457 loss_bbox: 0.546330 loss_dfl: 0.428633 loss: 2.071026 eta: 1 day, 21:29:04 batch_cost: 1.0004 data_cost: 0.0004 ips: 47.9831 images/s [03/12 08:01:03] ppdet.engine INFO: Epoch: [25] [400/610] learning_rate: 0.235844 loss_vfl: 1.106176 loss_bbox: 0.521945 loss_dfl: 0.420627 loss: 2.028033 eta: 1 day, 21:28:47 batch_cost: 0.9891 data_cost: 0.0004 ips: 48.5307 images/s [03/12 08:01:24] ppdet.engine INFO: Epoch: [25] [420/610] learning_rate: 0.235833 loss_vfl: 1.155607 loss_bbox: 0.578019 loss_dfl: 0.455239 loss: 2.180173 eta: 1 day, 21:28:15 batch_cost: 0.9218 data_cost: 0.0004 ips: 52.0724 images/s [03/12 08:01:46] ppdet.engine INFO: Epoch: [25] [440/610] learning_rate: 0.235823 loss_vfl: 1.096128 loss_bbox: 0.527122 loss_dfl: 0.420250 loss: 2.014751 eta: 1 day, 21:28:01 batch_cost: 1.0031 data_cost: 0.0010 ips: 47.8533 images/s [03/12 08:02:10] ppdet.engine INFO: Epoch: [25] [460/610] learning_rate: 0.235812 loss_vfl: 1.133425 loss_bbox: 0.549160 loss_dfl: 0.439833 loss: 2.136676 eta: 1 day, 21:27:55 batch_cost: 1.0450 data_cost: 0.0017 ips: 45.9316 images/s [03/12 08:02:31] ppdet.engine INFO: Epoch: [25] [480/610] learning_rate: 0.235801 loss_vfl: 1.085918 loss_bbox: 0.571685 loss_dfl: 0.440003 loss: 2.083594 eta: 1 day, 21:27:23 batch_cost: 0.9183 data_cost: 0.0004 ips: 52.2698 images/s [03/12 08:02:52] ppdet.engine INFO: Epoch: [25] [500/610] learning_rate: 0.235790 loss_vfl: 1.160914 loss_bbox: 0.531141 loss_dfl: 0.437249 loss: 2.147443 eta: 1 day, 21:27:00 batch_cost: 0.9611 data_cost: 0.0004 ips: 49.9446 images/s [03/12 08:03:13] ppdet.engine INFO: Epoch: [25] [520/610] learning_rate: 0.235779 loss_vfl: 1.109875 loss_bbox: 0.531453 loss_dfl: 0.428262 loss: 2.082610 eta: 1 day, 21:26:36 batch_cost: 0.9592 data_cost: 0.0004 ips: 50.0441 images/s [03/12 08:03:35] ppdet.engine INFO: Epoch: [25] [540/610] learning_rate: 0.235768 loss_vfl: 1.115212 loss_bbox: 0.506421 loss_dfl: 0.412171 loss: 2.023069 eta: 1 day, 21:26:07 batch_cost: 0.9315 data_cost: 0.0004 ips: 51.5311 images/s [03/12 08:03:56] ppdet.engine INFO: Epoch: [25] [560/610] learning_rate: 0.235758 loss_vfl: 1.108757 loss_bbox: 0.528751 loss_dfl: 0.426364 loss: 2.066051 eta: 1 day, 21:25:41 batch_cost: 0.9478 data_cost: 0.0004 ips: 50.6422 images/s [03/12 08:04:19] ppdet.engine INFO: Epoch: [25] [580/610] learning_rate: 0.235747 loss_vfl: 1.153256 loss_bbox: 0.548877 loss_dfl: 0.448493 loss: 2.151159 eta: 1 day, 21:25:33 batch_cost: 1.0357 data_cost: 0.0005 ips: 46.3441 images/s [03/12 08:04:40] ppdet.engine INFO: Epoch: [25] [600/610] learning_rate: 0.235736 loss_vfl: 1.110727 loss_bbox: 0.556172 loss_dfl: 0.452393 loss: 2.138166 eta: 1 day, 21:25:10 batch_cost: 0.9629 data_cost: 0.0006 ips: 49.8500 images/s [03/12 08:04:58] ppdet.engine INFO: Epoch: [26] [ 0/610] learning_rate: 0.235730 loss_vfl: 1.158661 loss_bbox: 0.561925 loss_dfl: 0.445929 loss: 2.157086 eta: 1 day, 21:25:54 batch_cost: 1.2159 data_cost: 0.4610 ips: 39.4782 images/s [03/12 08:05:25] ppdet.engine INFO: Epoch: [26] [ 20/610] learning_rate: 0.235719 loss_vfl: 1.110818 loss_bbox: 0.531738 loss_dfl: 0.424467 loss: 2.089234 eta: 1 day, 21:26:23 batch_cost: 1.2107 data_cost: 0.0004 ips: 39.6451 images/s [03/12 08:05:48] ppdet.engine INFO: Epoch: [26] [ 40/610] learning_rate: 0.235708 loss_vfl: 1.091976 loss_bbox: 0.536086 loss_dfl: 0.434904 loss: 2.082465 eta: 1 day, 21:26:15 batch_cost: 1.0365 data_cost: 0.0007 ips: 46.3078 images/s [03/12 08:06:08] ppdet.engine INFO: Epoch: [26] [ 60/610] learning_rate: 0.235697 loss_vfl: 1.137968 loss_bbox: 0.555145 loss_dfl: 0.441161 loss: 2.126516 eta: 1 day, 21:25:34 batch_cost: 0.8743 data_cost: 0.0004 ips: 54.8994 images/s [03/12 08:06:31] ppdet.engine INFO: Epoch: [26] [ 80/610] learning_rate: 0.235687 loss_vfl: 1.104829 loss_bbox: 0.535227 loss_dfl: 0.414821 loss: 2.029514 eta: 1 day, 21:25:22 batch_cost: 1.0134 data_cost: 0.0004 ips: 47.3659 images/s [03/12 08:06:53] ppdet.engine INFO: Epoch: [26] [100/610] learning_rate: 0.235676 loss_vfl: 1.126977 loss_bbox: 0.525097 loss_dfl: 0.421609 loss: 2.071850 eta: 1 day, 21:25:10 batch_cost: 1.0158 data_cost: 0.0004 ips: 47.2525 images/s [03/12 08:07:14] ppdet.engine INFO: Epoch: [26] [120/610] learning_rate: 0.235665 loss_vfl: 1.104476 loss_bbox: 0.531510 loss_dfl: 0.424096 loss: 2.049850 eta: 1 day, 21:24:53 batch_cost: 0.9913 data_cost: 0.0004 ips: 48.4237 images/s [03/12 08:07:37] ppdet.engine INFO: Epoch: [26] [140/610] learning_rate: 0.235654 loss_vfl: 1.175435 loss_bbox: 0.591874 loss_dfl: 0.451946 loss: 2.185756 eta: 1 day, 21:24:35 batch_cost: 0.9857 data_cost: 0.0011 ips: 48.6960 images/s [03/12 08:07:58] ppdet.engine INFO: Epoch: [26] [160/610] learning_rate: 0.235643 loss_vfl: 1.078706 loss_bbox: 0.509128 loss_dfl: 0.411992 loss: 1.999683 eta: 1 day, 21:24:18 batch_cost: 0.9942 data_cost: 0.0004 ips: 48.2784 images/s [03/12 08:08:20] ppdet.engine INFO: Epoch: [26] [180/610] learning_rate: 0.235632 loss_vfl: 1.133935 loss_bbox: 0.567616 loss_dfl: 0.457383 loss: 2.174381 eta: 1 day, 21:23:55 batch_cost: 0.9603 data_cost: 0.0004 ips: 49.9836 images/s [03/12 08:08:41] ppdet.engine INFO: Epoch: [26] [200/610] learning_rate: 0.235620 loss_vfl: 1.107998 loss_bbox: 0.532290 loss_dfl: 0.426332 loss: 2.088733 eta: 1 day, 21:23:29 batch_cost: 0.9497 data_cost: 0.0004 ips: 50.5415 images/s [03/12 08:09:01] ppdet.engine INFO: Epoch: [26] [220/610] learning_rate: 0.235609 loss_vfl: 1.150290 loss_bbox: 0.581887 loss_dfl: 0.456537 loss: 2.191036 eta: 1 day, 21:22:51 batch_cost: 0.8899 data_cost: 0.0004 ips: 53.9414 images/s [03/12 08:09:24] ppdet.engine INFO: Epoch: [26] [240/610] learning_rate: 0.235598 loss_vfl: 1.137863 loss_bbox: 0.536121 loss_dfl: 0.422946 loss: 2.087335 eta: 1 day, 21:22:36 batch_cost: 0.9985 data_cost: 0.0004 ips: 48.0697 images/s [03/12 08:09:46] ppdet.engine INFO: Epoch: [26] [260/610] learning_rate: 0.235587 loss_vfl: 1.126099 loss_bbox: 0.523528 loss_dfl: 0.415139 loss: 2.048728 eta: 1 day, 21:22:17 batch_cost: 0.9834 data_cost: 0.0004 ips: 48.8110 images/s [03/12 08:10:08] ppdet.engine INFO: Epoch: [26] [280/610] learning_rate: 0.235576 loss_vfl: 1.214135 loss_bbox: 0.575117 loss_dfl: 0.454938 loss: 2.263798 eta: 1 day, 21:21:54 batch_cost: 0.9638 data_cost: 0.0004 ips: 49.8052 images/s [03/12 08:10:29] ppdet.engine INFO: Epoch: [26] [300/610] learning_rate: 0.235565 loss_vfl: 1.121097 loss_bbox: 0.565210 loss_dfl: 0.446085 loss: 2.145958 eta: 1 day, 21:21:31 batch_cost: 0.9605 data_cost: 0.0004 ips: 49.9754 images/s [03/12 08:10:52] ppdet.engine INFO: Epoch: [26] [320/610] learning_rate: 0.235554 loss_vfl: 1.219592 loss_bbox: 0.589277 loss_dfl: 0.465893 loss: 2.259049 eta: 1 day, 21:21:28 batch_cost: 1.0602 data_cost: 0.0006 ips: 45.2744 images/s [03/12 08:11:14] ppdet.engine INFO: Epoch: [26] [340/610] learning_rate: 0.235543 loss_vfl: 1.111240 loss_bbox: 0.549216 loss_dfl: 0.424529 loss: 2.061225 eta: 1 day, 21:21:16 batch_cost: 1.0154 data_cost: 0.0004 ips: 47.2733 images/s [03/12 08:11:36] ppdet.engine INFO: Epoch: [26] [360/610] learning_rate: 0.235532 loss_vfl: 1.182245 loss_bbox: 0.596947 loss_dfl: 0.464056 loss: 2.210321 eta: 1 day, 21:20:58 batch_cost: 0.9853 data_cost: 0.0004 ips: 48.7176 images/s [03/12 08:11:59] ppdet.engine INFO: Epoch: [26] [380/610] learning_rate: 0.235520 loss_vfl: 1.165386 loss_bbox: 0.578994 loss_dfl: 0.460378 loss: 2.226383 eta: 1 day, 21:20:39 batch_cost: 0.9816 data_cost: 0.0005 ips: 48.8981 images/s [03/12 08:12:20] ppdet.engine INFO: Epoch: [26] [400/610] learning_rate: 0.235509 loss_vfl: 1.088044 loss_bbox: 0.506729 loss_dfl: 0.413692 loss: 2.026025 eta: 1 day, 21:20:15 batch_cost: 0.9583 data_cost: 0.0004 ips: 50.0875 images/s [03/12 08:12:42] ppdet.engine INFO: Epoch: [26] [420/610] learning_rate: 0.235498 loss_vfl: 1.140303 loss_bbox: 0.556320 loss_dfl: 0.443377 loss: 2.135894 eta: 1 day, 21:19:50 batch_cost: 0.9533 data_cost: 0.0004 ips: 50.3495 images/s [03/12 08:13:02] ppdet.engine INFO: Epoch: [26] [440/610] learning_rate: 0.235487 loss_vfl: 1.151698 loss_bbox: 0.534757 loss_dfl: 0.439463 loss: 2.138227 eta: 1 day, 21:19:26 batch_cost: 0.9564 data_cost: 0.0004 ips: 50.1890 images/s [03/12 08:13:24] ppdet.engine INFO: Epoch: [26] [460/610] learning_rate: 0.235476 loss_vfl: 1.178023 loss_bbox: 0.564143 loss_dfl: 0.460520 loss: 2.209626 eta: 1 day, 21:19:11 batch_cost: 1.0011 data_cost: 0.0004 ips: 47.9494 images/s [03/12 08:13:46] ppdet.engine INFO: Epoch: [26] [480/610] learning_rate: 0.235464 loss_vfl: 1.116014 loss_bbox: 0.506714 loss_dfl: 0.416497 loss: 2.030963 eta: 1 day, 21:18:37 batch_cost: 0.9084 data_cost: 0.0004 ips: 52.8415 images/s [03/12 08:14:08] ppdet.engine INFO: Epoch: [26] [500/610] learning_rate: 0.235453 loss_vfl: 1.126726 loss_bbox: 0.551421 loss_dfl: 0.436442 loss: 2.144896 eta: 1 day, 21:18:19 batch_cost: 0.9843 data_cost: 0.0004 ips: 48.7637 images/s [03/12 08:14:30] ppdet.engine INFO: Epoch: [26] [520/610] learning_rate: 0.235442 loss_vfl: 1.152354 loss_bbox: 0.572097 loss_dfl: 0.444354 loss: 2.117553 eta: 1 day, 21:18:11 batch_cost: 1.0358 data_cost: 0.0004 ips: 46.3428 images/s [03/12 08:14:52] ppdet.engine INFO: Epoch: [26] [540/610] learning_rate: 0.235431 loss_vfl: 1.231604 loss_bbox: 0.574438 loss_dfl: 0.461576 loss: 2.278362 eta: 1 day, 21:17:53 batch_cost: 0.9868 data_cost: 0.0005 ips: 48.6444 images/s [03/12 08:15:14] ppdet.engine INFO: Epoch: [26] [560/610] learning_rate: 0.235419 loss_vfl: 1.149347 loss_bbox: 0.542205 loss_dfl: 0.442967 loss: 2.142438 eta: 1 day, 21:17:29 batch_cost: 0.9606 data_cost: 0.0004 ips: 49.9702 images/s [03/12 08:15:34] ppdet.engine INFO: Epoch: [26] [580/610] learning_rate: 0.235408 loss_vfl: 1.087964 loss_bbox: 0.535797 loss_dfl: 0.423687 loss: 2.014533 eta: 1 day, 21:16:58 batch_cost: 0.9180 data_cost: 0.0004 ips: 52.2861 images/s [03/12 08:15:55] ppdet.engine INFO: Epoch: [26] [600/610] learning_rate: 0.235397 loss_vfl: 1.159757 loss_bbox: 0.550952 loss_dfl: 0.440807 loss: 2.201239 eta: 1 day, 21:16:35 batch_cost: 0.9642 data_cost: 0.0008 ips: 49.7837 images/s [03/12 08:16:17] ppdet.engine INFO: Epoch: [27] [ 0/610] learning_rate: 0.235391 loss_vfl: 1.145169 loss_bbox: 0.528772 loss_dfl: 0.418140 loss: 2.085061 eta: 1 day, 21:17:43 batch_cost: 1.3605 data_cost: 0.3614 ips: 35.2807 images/s [03/12 08:16:40] ppdet.engine INFO: Epoch: [27] [ 20/610] learning_rate: 0.235380 loss_vfl: 1.094598 loss_bbox: 0.520253 loss_dfl: 0.415513 loss: 2.044089 eta: 1 day, 21:17:42 batch_cost: 1.0721 data_cost: 0.0004 ips: 44.7715 images/s [03/12 08:17:04] ppdet.engine INFO: Epoch: [27] [ 40/610] learning_rate: 0.235368 loss_vfl: 1.150496 loss_bbox: 0.563705 loss_dfl: 0.452941 loss: 2.161962 eta: 1 day, 21:17:49 batch_cost: 1.1074 data_cost: 0.0004 ips: 43.3458 images/s [03/12 08:17:26] ppdet.engine INFO: Epoch: [27] [ 60/610] learning_rate: 0.235357 loss_vfl: 1.174228 loss_bbox: 0.566856 loss_dfl: 0.452169 loss: 2.190429 eta: 1 day, 21:17:24 batch_cost: 0.9548 data_cost: 0.0010 ips: 50.2711 images/s [03/12 08:17:47] ppdet.engine INFO: Epoch: [27] [ 80/610] learning_rate: 0.235346 loss_vfl: 1.133386 loss_bbox: 0.580983 loss_dfl: 0.455541 loss: 2.191225 eta: 1 day, 21:16:52 batch_cost: 0.9177 data_cost: 0.0005 ips: 52.3067 images/s [03/12 08:18:09] ppdet.engine INFO: Epoch: [27] [100/610] learning_rate: 0.235334 loss_vfl: 1.159929 loss_bbox: 0.543075 loss_dfl: 0.429552 loss: 2.150745 eta: 1 day, 21:16:41 batch_cost: 1.0207 data_cost: 0.0004 ips: 47.0279 images/s [03/12 08:18:31] ppdet.engine INFO: Epoch: [27] [120/610] learning_rate: 0.235323 loss_vfl: 1.078895 loss_bbox: 0.539897 loss_dfl: 0.414891 loss: 2.024719 eta: 1 day, 21:16:27 batch_cost: 1.0104 data_cost: 0.0005 ips: 47.5066 images/s [03/12 08:18:54] ppdet.engine INFO: Epoch: [27] [140/610] learning_rate: 0.235312 loss_vfl: 1.135118 loss_bbox: 0.548712 loss_dfl: 0.437716 loss: 2.102608 eta: 1 day, 21:16:22 batch_cost: 1.0513 data_cost: 0.0004 ips: 45.6586 images/s [03/12 08:19:15] ppdet.engine INFO: Epoch: [27] [160/610] learning_rate: 0.235300 loss_vfl: 1.130893 loss_bbox: 0.534788 loss_dfl: 0.437545 loss: 2.090864 eta: 1 day, 21:15:51 batch_cost: 0.9222 data_cost: 0.0005 ips: 52.0501 images/s [03/12 08:19:36] ppdet.engine INFO: Epoch: [27] [180/610] learning_rate: 0.235289 loss_vfl: 1.132026 loss_bbox: 0.571117 loss_dfl: 0.452707 loss: 2.193277 eta: 1 day, 21:15:27 batch_cost: 0.9554 data_cost: 0.0004 ips: 50.2413 images/s [03/12 08:19:58] ppdet.engine INFO: Epoch: [27] [200/610] learning_rate: 0.235277 loss_vfl: 1.115719 loss_bbox: 0.528747 loss_dfl: 0.439496 loss: 2.112742 eta: 1 day, 21:14:59 batch_cost: 0.9369 data_cost: 0.0004 ips: 51.2304 images/s [03/12 08:20:19] ppdet.engine INFO: Epoch: [27] [220/610] learning_rate: 0.235266 loss_vfl: 1.145492 loss_bbox: 0.566157 loss_dfl: 0.446556 loss: 2.162907 eta: 1 day, 21:14:29 batch_cost: 0.9315 data_cost: 0.0005 ips: 51.5299 images/s [03/12 08:20:40] ppdet.engine INFO: Epoch: [27] [240/610] learning_rate: 0.235254 loss_vfl: 1.192374 loss_bbox: 0.559803 loss_dfl: 0.447411 loss: 2.211463 eta: 1 day, 21:14:05 batch_cost: 0.9547 data_cost: 0.0004 ips: 50.2773 images/s [03/12 08:21:03] ppdet.engine INFO: Epoch: [27] [260/610] learning_rate: 0.235243 loss_vfl: 1.156754 loss_bbox: 0.559311 loss_dfl: 0.455678 loss: 2.185107 eta: 1 day, 21:13:59 batch_cost: 1.0489 data_cost: 0.0004 ips: 45.7613 images/s [03/12 08:21:25] ppdet.engine INFO: Epoch: [27] [280/610] learning_rate: 0.235231 loss_vfl: 1.106768 loss_bbox: 0.536043 loss_dfl: 0.435302 loss: 2.090320 eta: 1 day, 21:13:26 batch_cost: 0.9128 data_cost: 0.0005 ips: 52.5861 images/s [03/12 08:21:47] ppdet.engine INFO: Epoch: [27] [300/610] learning_rate: 0.235220 loss_vfl: 1.144809 loss_bbox: 0.561771 loss_dfl: 0.450634 loss: 2.180178 eta: 1 day, 21:13:02 batch_cost: 0.9553 data_cost: 0.0004 ips: 50.2481 images/s [03/12 08:22:10] ppdet.engine INFO: Epoch: [27] [320/610] learning_rate: 0.235208 loss_vfl: 1.141901 loss_bbox: 0.546271 loss_dfl: 0.435648 loss: 2.147135 eta: 1 day, 21:12:58 batch_cost: 1.0561 data_cost: 0.0004 ips: 45.4484 images/s [03/12 08:22:32] ppdet.engine INFO: Epoch: [27] [340/610] learning_rate: 0.235197 loss_vfl: 1.245434 loss_bbox: 0.585959 loss_dfl: 0.479999 loss: 2.328534 eta: 1 day, 21:12:20 batch_cost: 0.8861 data_cost: 0.0004 ips: 54.1722 images/s [03/12 08:22:53] ppdet.engine INFO: Epoch: [27] [360/610] learning_rate: 0.235185 loss_vfl: 1.228044 loss_bbox: 0.589323 loss_dfl: 0.468486 loss: 2.303017 eta: 1 day, 21:11:58 batch_cost: 0.9670 data_cost: 0.0004 ips: 49.6403 images/s [03/12 08:23:15] ppdet.engine INFO: Epoch: [27] [380/610] learning_rate: 0.235173 loss_vfl: 1.220764 loss_bbox: 0.569851 loss_dfl: 0.451675 loss: 2.259881 eta: 1 day, 21:11:28 batch_cost: 0.9285 data_cost: 0.0005 ips: 51.6953 images/s [03/12 08:23:37] ppdet.engine INFO: Epoch: [27] [400/610] learning_rate: 0.235162 loss_vfl: 1.176954 loss_bbox: 0.556968 loss_dfl: 0.450163 loss: 2.195681 eta: 1 day, 21:11:05 batch_cost: 0.9630 data_cost: 0.0004 ips: 49.8419 images/s [03/12 08:23:58] ppdet.engine INFO: Epoch: [27] [420/610] learning_rate: 0.235150 loss_vfl: 1.200789 loss_bbox: 0.616437 loss_dfl: 0.476781 loss: 2.302932 eta: 1 day, 21:10:39 batch_cost: 0.9446 data_cost: 0.0004 ips: 50.8149 images/s [03/12 08:24:20] ppdet.engine INFO: Epoch: [27] [440/610] learning_rate: 0.235139 loss_vfl: 1.167266 loss_bbox: 0.553233 loss_dfl: 0.433606 loss: 2.129825 eta: 1 day, 21:10:18 batch_cost: 0.9700 data_cost: 0.0004 ips: 49.4867 images/s [03/12 08:24:41] ppdet.engine INFO: Epoch: [27] [460/610] learning_rate: 0.235127 loss_vfl: 1.117869 loss_bbox: 0.515079 loss_dfl: 0.420212 loss: 2.060122 eta: 1 day, 21:09:59 batch_cost: 0.9844 data_cost: 0.0004 ips: 48.7599 images/s [03/12 08:25:03] ppdet.engine INFO: Epoch: [27] [480/610] learning_rate: 0.235115 loss_vfl: 1.178179 loss_bbox: 0.607846 loss_dfl: 0.463495 loss: 2.268129 eta: 1 day, 21:09:32 batch_cost: 0.9433 data_cost: 0.0004 ips: 50.8847 images/s [03/12 08:25:26] ppdet.engine INFO: Epoch: [27] [500/610] learning_rate: 0.235104 loss_vfl: 1.234474 loss_bbox: 0.594966 loss_dfl: 0.484394 loss: 2.314625 eta: 1 day, 21:09:15 batch_cost: 0.9917 data_cost: 0.0004 ips: 48.4019 images/s [03/12 08:25:49] ppdet.engine INFO: Epoch: [27] [520/610] learning_rate: 0.235092 loss_vfl: 1.158648 loss_bbox: 0.563243 loss_dfl: 0.447512 loss: 2.162595 eta: 1 day, 21:09:02 batch_cost: 1.0086 data_cost: 0.0004 ips: 47.5923 images/s [03/12 08:26:10] ppdet.engine INFO: Epoch: [27] [540/610] learning_rate: 0.235080 loss_vfl: 1.185909 loss_bbox: 0.581684 loss_dfl: 0.461145 loss: 2.237970 eta: 1 day, 21:08:32 batch_cost: 0.9272 data_cost: 0.0004 ips: 51.7711 images/s [03/12 08:26:31] ppdet.engine INFO: Epoch: [27] [560/610] learning_rate: 0.235069 loss_vfl: 1.172809 loss_bbox: 0.570191 loss_dfl: 0.447306 loss: 2.181029 eta: 1 day, 21:08:09 batch_cost: 0.9639 data_cost: 0.0004 ips: 49.7958 images/s [03/12 08:26:53] ppdet.engine INFO: Epoch: [27] [580/610] learning_rate: 0.235057 loss_vfl: 1.161256 loss_bbox: 0.561144 loss_dfl: 0.443796 loss: 2.149831 eta: 1 day, 21:07:43 batch_cost: 0.9445 data_cost: 0.0004 ips: 50.8228 images/s [03/12 08:27:14] ppdet.engine INFO: Epoch: [27] [600/610] learning_rate: 0.235045 loss_vfl: 1.191942 loss_bbox: 0.563445 loss_dfl: 0.441702 loss: 2.207936 eta: 1 day, 21:07:09 batch_cost: 0.9067 data_cost: 0.0005 ips: 52.9393 images/s [03/12 08:27:36] ppdet.engine INFO: Epoch: [28] [ 0/610] learning_rate: 0.235039 loss_vfl: 1.099689 loss_bbox: 0.537782 loss_dfl: 0.420981 loss: 2.045161 eta: 1 day, 21:08:17 batch_cost: 1.3588 data_cost: 0.3536 ips: 35.3255 images/s [03/12 08:28:00] ppdet.engine INFO: Epoch: [28] [ 20/610] learning_rate: 0.235028 loss_vfl: 1.083895 loss_bbox: 0.518614 loss_dfl: 0.437953 loss: 2.073298 eta: 1 day, 21:08:26 batch_cost: 1.1249 data_cost: 0.0004 ips: 42.6721 images/s [03/12 08:28:23] ppdet.engine INFO: Epoch: [28] [ 40/610] learning_rate: 0.235016 loss_vfl: 1.095636 loss_bbox: 0.530807 loss_dfl: 0.424261 loss: 2.037600 eta: 1 day, 21:08:05 batch_cost: 0.9746 data_cost: 0.0004 ips: 49.2531 images/s [03/12 08:28:44] ppdet.engine INFO: Epoch: [28] [ 60/610] learning_rate: 0.235004 loss_vfl: 1.178404 loss_bbox: 0.573410 loss_dfl: 0.443720 loss: 2.150081 eta: 1 day, 21:07:50 batch_cost: 1.0037 data_cost: 0.0004 ips: 47.8229 images/s [03/12 08:29:06] ppdet.engine INFO: Epoch: [28] [ 80/610] learning_rate: 0.234992 loss_vfl: 1.157939 loss_bbox: 0.549097 loss_dfl: 0.447844 loss: 2.130766 eta: 1 day, 21:07:10 batch_cost: 0.8739 data_cost: 0.0004 ips: 54.9248 images/s [03/12 08:29:28] ppdet.engine INFO: Epoch: [28] [100/610] learning_rate: 0.234980 loss_vfl: 1.166795 loss_bbox: 0.562544 loss_dfl: 0.455991 loss: 2.159088 eta: 1 day, 21:06:58 batch_cost: 1.0151 data_cost: 0.0004 ips: 47.2879 images/s [03/12 08:29:50] ppdet.engine INFO: Epoch: [28] [120/610] learning_rate: 0.234969 loss_vfl: 1.134439 loss_bbox: 0.564428 loss_dfl: 0.446823 loss: 2.117801 eta: 1 day, 21:06:27 batch_cost: 0.9202 data_cost: 0.0004 ips: 52.1598 images/s [03/12 08:30:12] ppdet.engine INFO: Epoch: [28] [140/610] learning_rate: 0.234957 loss_vfl: 1.080897 loss_bbox: 0.525174 loss_dfl: 0.416347 loss: 2.011295 eta: 1 day, 21:06:02 batch_cost: 0.9559 data_cost: 0.0004 ips: 50.2155 images/s [03/12 08:30:34] ppdet.engine INFO: Epoch: [28] [160/610] learning_rate: 0.234945 loss_vfl: 1.191041 loss_bbox: 0.581739 loss_dfl: 0.469765 loss: 2.218959 eta: 1 day, 21:05:48 batch_cost: 1.0046 data_cost: 0.0004 ips: 47.7782 images/s [03/12 08:30:57] ppdet.engine INFO: Epoch: [28] [180/610] learning_rate: 0.234933 loss_vfl: 1.147417 loss_bbox: 0.531115 loss_dfl: 0.414982 loss: 2.087888 eta: 1 day, 21:05:29 batch_cost: 0.9842 data_cost: 0.0004 ips: 48.7685 images/s [03/12 08:31:18] ppdet.engine INFO: Epoch: [28] [200/610] learning_rate: 0.234921 loss_vfl: 1.152489 loss_bbox: 0.558500 loss_dfl: 0.443366 loss: 2.152690 eta: 1 day, 21:05:03 batch_cost: 0.9445 data_cost: 0.0004 ips: 50.8186 images/s [03/12 08:31:39] ppdet.engine INFO: Epoch: [28] [220/610] learning_rate: 0.234909 loss_vfl: 1.199869 loss_bbox: 0.578213 loss_dfl: 0.458715 loss: 2.214165 eta: 1 day, 21:04:44 batch_cost: 0.9861 data_cost: 0.0004 ips: 48.6754 images/s [03/12 08:32:01] ppdet.engine INFO: Epoch: [28] [240/610] learning_rate: 0.234897 loss_vfl: 1.124205 loss_bbox: 0.532539 loss_dfl: 0.415377 loss: 2.027629 eta: 1 day, 21:04:30 batch_cost: 1.0064 data_cost: 0.0004 ips: 47.6940 images/s [03/12 08:32:24] ppdet.engine INFO: Epoch: [28] [260/610] learning_rate: 0.234885 loss_vfl: 1.142964 loss_bbox: 0.539840 loss_dfl: 0.435064 loss: 2.143491 eta: 1 day, 21:04:18 batch_cost: 1.0208 data_cost: 0.0014 ips: 47.0215 images/s [03/12 08:32:45] ppdet.engine INFO: Epoch: [28] [280/610] learning_rate: 0.234874 loss_vfl: 1.205521 loss_bbox: 0.575959 loss_dfl: 0.460143 loss: 2.229030 eta: 1 day, 21:04:00 batch_cost: 0.9845 data_cost: 0.0004 ips: 48.7572 images/s [03/12 08:33:07] ppdet.engine INFO: Epoch: [28] [300/610] learning_rate: 0.234862 loss_vfl: 1.224680 loss_bbox: 0.567588 loss_dfl: 0.466320 loss: 2.271348 eta: 1 day, 21:03:41 batch_cost: 0.9866 data_cost: 0.0004 ips: 48.6539 images/s [03/12 08:33:29] ppdet.engine INFO: Epoch: [28] [320/610] learning_rate: 0.234850 loss_vfl: 1.191242 loss_bbox: 0.556652 loss_dfl: 0.446264 loss: 2.190794 eta: 1 day, 21:03:26 batch_cost: 1.0034 data_cost: 0.0004 ips: 47.8354 images/s [03/12 08:33:51] ppdet.engine INFO: Epoch: [28] [340/610] learning_rate: 0.234838 loss_vfl: 1.151177 loss_bbox: 0.554385 loss_dfl: 0.451415 loss: 2.159312 eta: 1 day, 21:03:19 batch_cost: 1.0419 data_cost: 0.0004 ips: 46.0691 images/s [03/12 08:34:13] ppdet.engine INFO: Epoch: [28] [360/610] learning_rate: 0.234826 loss_vfl: 1.156020 loss_bbox: 0.559351 loss_dfl: 0.447218 loss: 2.151881 eta: 1 day, 21:03:04 batch_cost: 1.0035 data_cost: 0.0004 ips: 47.8309 images/s [03/12 08:34:35] ppdet.engine INFO: Epoch: [28] [380/610] learning_rate: 0.234814 loss_vfl: 1.139452 loss_bbox: 0.538418 loss_dfl: 0.440921 loss: 2.117117 eta: 1 day, 21:02:43 batch_cost: 0.9731 data_cost: 0.0004 ips: 49.3285 images/s [03/12 08:34:57] ppdet.engine INFO: Epoch: [28] [400/610] learning_rate: 0.234802 loss_vfl: 1.230860 loss_bbox: 0.614312 loss_dfl: 0.484343 loss: 2.334247 eta: 1 day, 21:02:22 batch_cost: 0.9723 data_cost: 0.0004 ips: 49.3678 images/s [03/12 08:35:19] ppdet.engine INFO: Epoch: [28] [420/610] learning_rate: 0.234790 loss_vfl: 1.123843 loss_bbox: 0.552684 loss_dfl: 0.445065 loss: 2.127043 eta: 1 day, 21:01:55 batch_cost: 0.9399 data_cost: 0.0005 ips: 51.0713 images/s [03/12 08:35:39] ppdet.engine INFO: Epoch: [28] [440/610] learning_rate: 0.234778 loss_vfl: 1.122155 loss_bbox: 0.514152 loss_dfl: 0.423366 loss: 2.053620 eta: 1 day, 21:01:24 batch_cost: 0.9192 data_cost: 0.0004 ips: 52.2186 images/s [03/12 08:36:02] ppdet.engine INFO: Epoch: [28] [460/610] learning_rate: 0.234766 loss_vfl: 1.121762 loss_bbox: 0.543990 loss_dfl: 0.426467 loss: 2.103473 eta: 1 day, 21:01:01 batch_cost: 0.9633 data_cost: 0.0007 ips: 49.8290 images/s [03/12 08:36:23] ppdet.engine INFO: Epoch: [28] [480/610] learning_rate: 0.234754 loss_vfl: 1.172354 loss_bbox: 0.581203 loss_dfl: 0.447314 loss: 2.222686 eta: 1 day, 21:00:41 batch_cost: 0.9773 data_cost: 0.0004 ips: 49.1171 images/s [03/12 08:36:45] ppdet.engine INFO: Epoch: [28] [500/610] learning_rate: 0.234741 loss_vfl: 1.066479 loss_bbox: 0.530979 loss_dfl: 0.417615 loss: 2.026703 eta: 1 day, 21:00:19 batch_cost: 0.9684 data_cost: 0.0004 ips: 49.5655 images/s [03/12 08:37:07] ppdet.engine INFO: Epoch: [28] [520/610] learning_rate: 0.234729 loss_vfl: 1.229354 loss_bbox: 0.574957 loss_dfl: 0.472216 loss: 2.271911 eta: 1 day, 20:59:59 batch_cost: 0.9729 data_cost: 0.0004 ips: 49.3377 images/s [03/12 08:37:29] ppdet.engine INFO: Epoch: [28] [540/610] learning_rate: 0.234717 loss_vfl: 1.080520 loss_bbox: 0.515922 loss_dfl: 0.412616 loss: 2.025248 eta: 1 day, 20:59:47 batch_cost: 1.0219 data_cost: 0.0010 ips: 46.9731 images/s [03/12 08:37:51] ppdet.engine INFO: Epoch: [28] [560/610] learning_rate: 0.234705 loss_vfl: 1.151281 loss_bbox: 0.574776 loss_dfl: 0.451520 loss: 2.182506 eta: 1 day, 20:59:29 batch_cost: 0.9867 data_cost: 0.0005 ips: 48.6460 images/s [03/12 08:38:13] ppdet.engine INFO: Epoch: [28] [580/610] learning_rate: 0.234693 loss_vfl: 1.089239 loss_bbox: 0.546498 loss_dfl: 0.426126 loss: 2.053739 eta: 1 day, 20:59:00 batch_cost: 0.9329 data_cost: 0.0004 ips: 51.4499 images/s [03/12 08:38:34] ppdet.engine INFO: Epoch: [28] [600/610] learning_rate: 0.234681 loss_vfl: 1.032871 loss_bbox: 0.487411 loss_dfl: 0.394155 loss: 1.956808 eta: 1 day, 20:58:41 batch_cost: 0.9821 data_cost: 0.0005 ips: 48.8769 images/s [03/12 08:38:54] ppdet.engine INFO: Epoch: [29] [ 0/610] learning_rate: 0.234675 loss_vfl: 1.077278 loss_bbox: 0.503947 loss_dfl: 0.406190 loss: 1.987495 eta: 1 day, 20:59:27 batch_cost: 1.2570 data_cost: 0.2957 ips: 38.1872 images/s [03/12 08:39:20] ppdet.engine INFO: Epoch: [29] [ 20/610] learning_rate: 0.234663 loss_vfl: 1.139311 loss_bbox: 0.524379 loss_dfl: 0.425121 loss: 2.091105 eta: 1 day, 20:59:29 batch_cost: 1.0971 data_cost: 0.0004 ips: 43.7521 images/s [03/12 08:39:41] ppdet.engine INFO: Epoch: [29] [ 40/610] learning_rate: 0.234650 loss_vfl: 1.128274 loss_bbox: 0.520991 loss_dfl: 0.421719 loss: 2.083858 eta: 1 day, 20:59:00 batch_cost: 0.9285 data_cost: 0.0005 ips: 51.6978 images/s [03/12 08:40:03] ppdet.engine INFO: Epoch: [29] [ 60/610] learning_rate: 0.234638 loss_vfl: 1.143098 loss_bbox: 0.526283 loss_dfl: 0.426750 loss: 2.092329 eta: 1 day, 20:58:51 batch_cost: 1.0372 data_cost: 0.0009 ips: 46.2771 images/s [03/12 08:40:26] ppdet.engine INFO: Epoch: [29] [ 80/610] learning_rate: 0.234626 loss_vfl: 1.111550 loss_bbox: 0.549926 loss_dfl: 0.429066 loss: 2.098870 eta: 1 day, 20:58:28 batch_cost: 0.9590 data_cost: 0.0004 ips: 50.0538 images/s [03/12 08:40:46] ppdet.engine INFO: Epoch: [29] [100/610] learning_rate: 0.234614 loss_vfl: 1.137867 loss_bbox: 0.533748 loss_dfl: 0.445251 loss: 2.128719 eta: 1 day, 20:57:51 batch_cost: 0.8888 data_cost: 0.0011 ips: 54.0053 images/s [03/12 08:41:08] ppdet.engine INFO: Epoch: [29] [120/610] learning_rate: 0.234602 loss_vfl: 1.113546 loss_bbox: 0.539950 loss_dfl: 0.428067 loss: 2.089900 eta: 1 day, 20:57:40 batch_cost: 1.0233 data_cost: 0.0010 ips: 46.9079 images/s [03/12 08:41:30] ppdet.engine INFO: Epoch: [29] [140/610] learning_rate: 0.234589 loss_vfl: 1.106923 loss_bbox: 0.525174 loss_dfl: 0.437516 loss: 2.054913 eta: 1 day, 20:57:17 batch_cost: 0.9657 data_cost: 0.0005 ips: 49.7030 images/s [03/12 08:41:51] ppdet.engine INFO: Epoch: [29] [160/610] learning_rate: 0.234577 loss_vfl: 1.182405 loss_bbox: 0.564256 loss_dfl: 0.445374 loss: 2.225917 eta: 1 day, 20:56:51 batch_cost: 0.9423 data_cost: 0.0004 ips: 50.9380 images/s [03/12 08:42:13] ppdet.engine INFO: Epoch: [29] [180/610] learning_rate: 0.234565 loss_vfl: 1.158616 loss_bbox: 0.573237 loss_dfl: 0.469960 loss: 2.208902 eta: 1 day, 20:56:31 batch_cost: 0.9806 data_cost: 0.0006 ips: 48.9479 images/s [03/12 08:42:34] ppdet.engine INFO: Epoch: [29] [200/610] learning_rate: 0.234553 loss_vfl: 1.136124 loss_bbox: 0.557284 loss_dfl: 0.440574 loss: 2.147623 eta: 1 day, 20:56:11 batch_cost: 0.9740 data_cost: 0.0004 ips: 49.2830 images/s [03/12 08:42:58] ppdet.engine INFO: Epoch: [29] [220/610] learning_rate: 0.234540 loss_vfl: 1.113300 loss_bbox: 0.514374 loss_dfl: 0.420504 loss: 2.035821 eta: 1 day, 20:56:06 batch_cost: 1.0608 data_cost: 0.0008 ips: 45.2503 images/s [03/12 08:43:20] ppdet.engine INFO: Epoch: [29] [240/610] learning_rate: 0.234528 loss_vfl: 1.140630 loss_bbox: 0.561877 loss_dfl: 0.443791 loss: 2.159291 eta: 1 day, 20:55:41 batch_cost: 0.9515 data_cost: 0.0004 ips: 50.4458 images/s [03/12 08:43:41] ppdet.engine INFO: Epoch: [29] [260/610] learning_rate: 0.234516 loss_vfl: 1.110141 loss_bbox: 0.553258 loss_dfl: 0.413702 loss: 2.030779 eta: 1 day, 20:55:17 batch_cost: 0.9542 data_cost: 0.0004 ips: 50.3055 images/s [03/12 08:44:02] ppdet.engine INFO: Epoch: [29] [280/610] learning_rate: 0.234503 loss_vfl: 1.173788 loss_bbox: 0.561195 loss_dfl: 0.445454 loss: 2.190610 eta: 1 day, 20:54:56 batch_cost: 0.9742 data_cost: 0.0004 ips: 49.2701 images/s [03/12 08:44:24] ppdet.engine INFO: Epoch: [29] [300/610] learning_rate: 0.234491 loss_vfl: 1.131080 loss_bbox: 0.554977 loss_dfl: 0.438285 loss: 2.123166 eta: 1 day, 20:54:30 batch_cost: 0.9438 data_cost: 0.0004 ips: 50.8560 images/s [03/12 08:44:47] ppdet.engine INFO: Epoch: [29] [320/610] learning_rate: 0.234479 loss_vfl: 1.129728 loss_bbox: 0.529477 loss_dfl: 0.422585 loss: 2.055018 eta: 1 day, 20:54:13 batch_cost: 0.9953 data_cost: 0.0004 ips: 48.2283 images/s [03/12 08:45:08] ppdet.engine INFO: Epoch: [29] [340/610] learning_rate: 0.234466 loss_vfl: 1.148021 loss_bbox: 0.574062 loss_dfl: 0.442838 loss: 2.141499 eta: 1 day, 20:53:59 batch_cost: 1.0078 data_cost: 0.0004 ips: 47.6299 images/s [03/12 08:45:30] ppdet.engine INFO: Epoch: [29] [360/610] learning_rate: 0.234454 loss_vfl: 1.169429 loss_bbox: 0.561578 loss_dfl: 0.444233 loss: 2.165368 eta: 1 day, 20:53:45 batch_cost: 1.0114 data_cost: 0.0005 ips: 47.4567 images/s [03/12 08:45:53] ppdet.engine INFO: Epoch: [29] [380/610] learning_rate: 0.234441 loss_vfl: 1.150539 loss_bbox: 0.569400 loss_dfl: 0.445799 loss: 2.175896 eta: 1 day, 20:53:28 batch_cost: 0.9912 data_cost: 0.0010 ips: 48.4273 images/s [03/12 08:46:14] ppdet.engine INFO: Epoch: [29] [400/610] learning_rate: 0.234429 loss_vfl: 1.130625 loss_bbox: 0.529717 loss_dfl: 0.427320 loss: 2.122427 eta: 1 day, 20:53:02 batch_cost: 0.9494 data_cost: 0.0004 ips: 50.5590 images/s [03/12 08:46:36] ppdet.engine INFO: Epoch: [29] [420/610] learning_rate: 0.234417 loss_vfl: 1.078150 loss_bbox: 0.514886 loss_dfl: 0.405253 loss: 1.993056 eta: 1 day, 20:52:49 batch_cost: 1.0142 data_cost: 0.0004 ips: 47.3269 images/s [03/12 08:46:58] ppdet.engine INFO: Epoch: [29] [440/610] learning_rate: 0.234404 loss_vfl: 1.104664 loss_bbox: 0.518680 loss_dfl: 0.434512 loss: 2.080278 eta: 1 day, 20:52:44 batch_cost: 1.0578 data_cost: 0.0007 ips: 45.3760 images/s [03/12 08:47:20] ppdet.engine INFO: Epoch: [29] [460/610] learning_rate: 0.234392 loss_vfl: 1.169276 loss_bbox: 0.574016 loss_dfl: 0.450725 loss: 2.217476 eta: 1 day, 20:52:24 batch_cost: 0.9775 data_cost: 0.0004 ips: 49.1050 images/s [03/12 08:47:41] ppdet.engine INFO: Epoch: [29] [480/610] learning_rate: 0.234379 loss_vfl: 1.170762 loss_bbox: 0.550323 loss_dfl: 0.441652 loss: 2.143762 eta: 1 day, 20:52:05 batch_cost: 0.9867 data_cost: 0.0004 ips: 48.6471 images/s [03/12 08:48:03] ppdet.engine INFO: Epoch: [29] [500/610] learning_rate: 0.234367 loss_vfl: 1.118363 loss_bbox: 0.537633 loss_dfl: 0.433183 loss: 2.108328 eta: 1 day, 20:51:37 batch_cost: 0.9334 data_cost: 0.0004 ips: 51.4246 images/s [03/12 08:48:24] ppdet.engine INFO: Epoch: [29] [520/610] learning_rate: 0.234354 loss_vfl: 1.142249 loss_bbox: 0.554294 loss_dfl: 0.436198 loss: 2.146384 eta: 1 day, 20:51:12 batch_cost: 0.9460 data_cost: 0.0012 ips: 50.7385 images/s [03/12 08:48:45] ppdet.engine INFO: Epoch: [29] [540/610] learning_rate: 0.234342 loss_vfl: 1.146280 loss_bbox: 0.568473 loss_dfl: 0.449970 loss: 2.155434 eta: 1 day, 20:50:50 batch_cost: 0.9695 data_cost: 0.0004 ips: 49.5112 images/s [03/12 08:49:08] ppdet.engine INFO: Epoch: [29] [560/610] learning_rate: 0.234329 loss_vfl: 1.139890 loss_bbox: 0.540885 loss_dfl: 0.434268 loss: 2.089611 eta: 1 day, 20:50:43 batch_cost: 1.0485 data_cost: 0.0004 ips: 45.7800 images/s [03/12 08:49:30] ppdet.engine INFO: Epoch: [29] [580/610] learning_rate: 0.234317 loss_vfl: 1.122338 loss_bbox: 0.523918 loss_dfl: 0.424576 loss: 2.096178 eta: 1 day, 20:50:19 batch_cost: 0.9569 data_cost: 0.0004 ips: 50.1597 images/s [03/12 08:49:51] ppdet.engine INFO: Epoch: [29] [600/610] learning_rate: 0.234304 loss_vfl: 1.087132 loss_bbox: 0.539343 loss_dfl: 0.430934 loss: 2.060561 eta: 1 day, 20:49:44 batch_cost: 0.8927 data_cost: 0.0005 ips: 53.7709 images/s [03/12 08:49:59] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 08:49:59] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 08:50:00] ppdet.engine INFO: Eval iter: 0 [03/12 08:50:24] ppdet.engine INFO: Eval iter: 100 [03/12 08:50:33] ppdet.engine INFO: Eval iter: 200 [03/12 08:50:43] ppdet.engine INFO: Eval iter: 300 [03/12 08:50:53] ppdet.engine INFO: Eval iter: 400 [03/12 08:51:03] ppdet.engine INFO: Eval iter: 500 [03/12 08:51:13] ppdet.engine INFO: Eval iter: 600 [03/12 08:51:29] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.08s) creating index... index created! [03/12 08:51:30] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.91s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=62.78s). Accumulating evaluation results... DONE (t=12.75s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.303 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.455 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.322 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.113 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.321 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.484 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 ] = 0.436 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.464 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 ] = 0.522 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.703 [03/12 08:52:53] ppdet.engine INFO: Total sample number: 4952, averge FPS: 63.90375496167501 [03/12 08:52:53] ppdet.engine INFO: Best test bbox ap is 0.303. [03/12 08:52:54] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 08:52:54] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 08:52:54] ppdet.engine INFO: Epoch: [30] [ 0/610] learning_rate: 0.234298 loss_vfl: 1.064741 loss_bbox: 0.536379 loss_dfl: 0.415585 loss: 2.003216 eta: 1 day, 20:48:47 batch_cost: 0.6586 data_cost: 0.0004 ips: 72.8829 images/s [03/12 08:53:16] ppdet.engine INFO: Epoch: [30] [ 20/610] learning_rate: 0.234285 loss_vfl: 1.099752 loss_bbox: 0.552838 loss_dfl: 0.442845 loss: 2.108175 eta: 1 day, 20:48:15 batch_cost: 0.9104 data_cost: 0.0004 ips: 52.7247 images/s [03/12 08:53:38] ppdet.engine INFO: Epoch: [30] [ 40/610] learning_rate: 0.234273 loss_vfl: 1.082853 loss_bbox: 0.500947 loss_dfl: 0.413209 loss: 1.995599 eta: 1 day, 20:47:59 batch_cost: 0.9999 data_cost: 0.0009 ips: 48.0066 images/s [03/12 08:53:59] ppdet.engine INFO: Epoch: [30] [ 60/610] learning_rate: 0.234260 loss_vfl: 1.140541 loss_bbox: 0.563825 loss_dfl: 0.458162 loss: 2.171376 eta: 1 day, 20:47:41 batch_cost: 0.9909 data_cost: 0.0004 ips: 48.4418 images/s [03/12 08:54:22] ppdet.engine INFO: Epoch: [30] [ 80/610] learning_rate: 0.234247 loss_vfl: 1.120789 loss_bbox: 0.563389 loss_dfl: 0.450675 loss: 2.151041 eta: 1 day, 20:47:29 batch_cost: 1.0216 data_cost: 0.0014 ips: 46.9868 images/s [03/12 08:54:44] ppdet.engine INFO: Epoch: [30] [100/610] learning_rate: 0.234235 loss_vfl: 1.182458 loss_bbox: 0.570151 loss_dfl: 0.459885 loss: 2.249216 eta: 1 day, 20:47:11 batch_cost: 0.9871 data_cost: 0.0004 ips: 48.6251 images/s [03/12 08:55:06] ppdet.engine INFO: Epoch: [30] [120/610] learning_rate: 0.234222 loss_vfl: 1.111855 loss_bbox: 0.519577 loss_dfl: 0.431233 loss: 2.055913 eta: 1 day, 20:46:46 batch_cost: 0.9511 data_cost: 0.0006 ips: 50.4660 images/s [03/12 08:55:28] ppdet.engine INFO: Epoch: [30] [140/610] learning_rate: 0.234209 loss_vfl: 1.123801 loss_bbox: 0.540432 loss_dfl: 0.429078 loss: 2.145376 eta: 1 day, 20:46:31 batch_cost: 1.0051 data_cost: 0.0005 ips: 47.7558 images/s [03/12 08:55:50] ppdet.engine INFO: Epoch: [30] [160/610] learning_rate: 0.234197 loss_vfl: 1.170221 loss_bbox: 0.567444 loss_dfl: 0.446098 loss: 2.156609 eta: 1 day, 20:46:06 batch_cost: 0.9512 data_cost: 0.0004 ips: 50.4615 images/s [03/12 08:56:11] ppdet.engine INFO: Epoch: [30] [180/610] learning_rate: 0.234184 loss_vfl: 1.127851 loss_bbox: 0.532534 loss_dfl: 0.443548 loss: 2.111291 eta: 1 day, 20:45:35 batch_cost: 0.9144 data_cost: 0.0004 ips: 52.4963 images/s [03/12 08:56:33] ppdet.engine INFO: Epoch: [30] [200/610] learning_rate: 0.234171 loss_vfl: 1.162307 loss_bbox: 0.544457 loss_dfl: 0.438952 loss: 2.139349 eta: 1 day, 20:45:11 batch_cost: 0.9542 data_cost: 0.0004 ips: 50.3059 images/s [03/12 08:56:55] ppdet.engine INFO: Epoch: [30] [220/610] learning_rate: 0.234159 loss_vfl: 1.106581 loss_bbox: 0.535460 loss_dfl: 0.428739 loss: 2.080535 eta: 1 day, 20:44:48 batch_cost: 0.9598 data_cost: 0.0004 ips: 50.0086 images/s [03/12 08:57:17] ppdet.engine INFO: Epoch: [30] [240/610] learning_rate: 0.234146 loss_vfl: 1.063173 loss_bbox: 0.482802 loss_dfl: 0.403336 loss: 1.942859 eta: 1 day, 20:44:39 batch_cost: 1.0409 data_cost: 0.0004 ips: 46.1153 images/s [03/12 08:57:40] ppdet.engine INFO: Epoch: [30] [260/610] learning_rate: 0.234133 loss_vfl: 1.112627 loss_bbox: 0.547424 loss_dfl: 0.436166 loss: 2.101298 eta: 1 day, 20:44:27 batch_cost: 1.0213 data_cost: 0.0004 ips: 46.9977 images/s [03/12 08:58:01] ppdet.engine INFO: Epoch: [30] [280/610] learning_rate: 0.234120 loss_vfl: 1.181814 loss_bbox: 0.575919 loss_dfl: 0.465630 loss: 2.241903 eta: 1 day, 20:44:10 batch_cost: 0.9947 data_cost: 0.0004 ips: 48.2554 images/s [03/12 08:58:24] ppdet.engine INFO: Epoch: [30] [300/610] learning_rate: 0.234108 loss_vfl: 1.093977 loss_bbox: 0.537011 loss_dfl: 0.416880 loss: 2.065154 eta: 1 day, 20:44:06 batch_cost: 1.0647 data_cost: 0.0011 ips: 45.0820 images/s [03/12 08:58:46] ppdet.engine INFO: Epoch: [30] [320/610] learning_rate: 0.234095 loss_vfl: 1.154378 loss_bbox: 0.550029 loss_dfl: 0.434599 loss: 2.118975 eta: 1 day, 20:43:38 batch_cost: 0.9315 data_cost: 0.0004 ips: 51.5324 images/s [03/12 08:59:08] ppdet.engine INFO: Epoch: [30] [340/610] learning_rate: 0.234082 loss_vfl: 1.122285 loss_bbox: 0.541213 loss_dfl: 0.435898 loss: 2.074419 eta: 1 day, 20:43:21 batch_cost: 0.9927 data_cost: 0.0004 ips: 48.3508 images/s [03/12 08:59:29] ppdet.engine INFO: Epoch: [30] [360/610] learning_rate: 0.234069 loss_vfl: 1.176425 loss_bbox: 0.576207 loss_dfl: 0.444728 loss: 2.196255 eta: 1 day, 20:42:58 batch_cost: 0.9634 data_cost: 0.0004 ips: 49.8240 images/s [03/12 08:59:50] ppdet.engine INFO: Epoch: [30] [380/610] learning_rate: 0.234056 loss_vfl: 1.127792 loss_bbox: 0.548870 loss_dfl: 0.433075 loss: 2.117633 eta: 1 day, 20:42:30 batch_cost: 0.9307 data_cost: 0.0012 ips: 51.5762 images/s [03/12 09:00:12] ppdet.engine INFO: Epoch: [30] [400/610] learning_rate: 0.234044 loss_vfl: 1.106563 loss_bbox: 0.545806 loss_dfl: 0.444313 loss: 2.118925 eta: 1 day, 20:42:20 batch_cost: 1.0321 data_cost: 0.0005 ips: 46.5051 images/s [03/12 09:00:35] ppdet.engine INFO: Epoch: [30] [420/610] learning_rate: 0.234031 loss_vfl: 1.176372 loss_bbox: 0.570163 loss_dfl: 0.461722 loss: 2.246827 eta: 1 day, 20:42:01 batch_cost: 0.9869 data_cost: 0.0004 ips: 48.6392 images/s [03/12 09:00:56] ppdet.engine INFO: Epoch: [30] [440/610] learning_rate: 0.234018 loss_vfl: 1.168309 loss_bbox: 0.565497 loss_dfl: 0.442416 loss: 2.149135 eta: 1 day, 20:41:34 batch_cost: 0.9385 data_cost: 0.0004 ips: 51.1465 images/s [03/12 09:01:17] ppdet.engine INFO: Epoch: [30] [460/610] learning_rate: 0.234005 loss_vfl: 1.179256 loss_bbox: 0.571459 loss_dfl: 0.450936 loss: 2.203200 eta: 1 day, 20:41:09 batch_cost: 0.9459 data_cost: 0.0004 ips: 50.7480 images/s [03/12 09:01:38] ppdet.engine INFO: Epoch: [30] [480/610] learning_rate: 0.233992 loss_vfl: 1.135358 loss_bbox: 0.567428 loss_dfl: 0.442290 loss: 2.132752 eta: 1 day, 20:40:40 batch_cost: 0.9237 data_cost: 0.0004 ips: 51.9665 images/s [03/12 09:01:59] ppdet.engine INFO: Epoch: [30] [500/610] learning_rate: 0.233979 loss_vfl: 1.143207 loss_bbox: 0.547589 loss_dfl: 0.447262 loss: 2.144242 eta: 1 day, 20:40:14 batch_cost: 0.9422 data_cost: 0.0004 ips: 50.9459 images/s [03/12 09:02:20] ppdet.engine INFO: Epoch: [30] [520/610] learning_rate: 0.233966 loss_vfl: 1.158925 loss_bbox: 0.564093 loss_dfl: 0.459790 loss: 2.189208 eta: 1 day, 20:39:42 batch_cost: 0.9130 data_cost: 0.0004 ips: 52.5764 images/s [03/12 09:02:41] ppdet.engine INFO: Epoch: [30] [540/610] learning_rate: 0.233953 loss_vfl: 1.048391 loss_bbox: 0.502986 loss_dfl: 0.406353 loss: 1.947257 eta: 1 day, 20:39:08 batch_cost: 0.8930 data_cost: 0.0004 ips: 53.7487 images/s [03/12 09:03:04] ppdet.engine INFO: Epoch: [30] [560/610] learning_rate: 0.233940 loss_vfl: 1.227941 loss_bbox: 0.591845 loss_dfl: 0.468309 loss: 2.273129 eta: 1 day, 20:39:02 batch_cost: 1.0571 data_cost: 0.0004 ips: 45.4065 images/s [03/12 09:03:26] ppdet.engine INFO: Epoch: [30] [580/610] learning_rate: 0.233927 loss_vfl: 1.162712 loss_bbox: 0.560237 loss_dfl: 0.442732 loss: 2.178405 eta: 1 day, 20:38:42 batch_cost: 0.9777 data_cost: 0.0004 ips: 49.0935 images/s [03/12 09:03:48] ppdet.engine INFO: Epoch: [30] [600/610] learning_rate: 0.233915 loss_vfl: 1.130583 loss_bbox: 0.546701 loss_dfl: 0.436105 loss: 2.111033 eta: 1 day, 20:38:09 batch_cost: 0.9011 data_cost: 0.0005 ips: 53.2665 images/s [03/12 09:04:07] ppdet.engine INFO: Epoch: [31] [ 0/610] learning_rate: 0.233908 loss_vfl: 1.093068 loss_bbox: 0.541259 loss_dfl: 0.428621 loss: 2.060395 eta: 1 day, 20:38:48 batch_cost: 1.1892 data_cost: 0.5135 ips: 40.3641 images/s [03/12 09:04:34] ppdet.engine INFO: Epoch: [31] [ 20/610] learning_rate: 0.233895 loss_vfl: 1.066244 loss_bbox: 0.520056 loss_dfl: 0.409809 loss: 1.985609 eta: 1 day, 20:39:14 batch_cost: 1.2443 data_cost: 0.0782 ips: 38.5756 images/s [03/12 09:04:58] ppdet.engine INFO: Epoch: [31] [ 40/610] learning_rate: 0.233882 loss_vfl: 1.140030 loss_bbox: 0.530000 loss_dfl: 0.440136 loss: 2.085650 eta: 1 day, 20:39:13 batch_cost: 1.0869 data_cost: 0.0004 ips: 44.1632 images/s [03/12 09:05:20] ppdet.engine INFO: Epoch: [31] [ 60/610] learning_rate: 0.233869 loss_vfl: 1.148444 loss_bbox: 0.546681 loss_dfl: 0.445109 loss: 2.142125 eta: 1 day, 20:38:59 batch_cost: 1.0138 data_cost: 0.0004 ips: 47.3475 images/s [03/12 09:05:43] ppdet.engine INFO: Epoch: [31] [ 80/610] learning_rate: 0.233856 loss_vfl: 1.195513 loss_bbox: 0.587400 loss_dfl: 0.470312 loss: 2.236586 eta: 1 day, 20:38:36 batch_cost: 0.9572 data_cost: 0.0004 ips: 50.1475 images/s [03/12 09:06:04] ppdet.engine INFO: Epoch: [31] [100/610] learning_rate: 0.233843 loss_vfl: 1.108288 loss_bbox: 0.550699 loss_dfl: 0.437095 loss: 2.108972 eta: 1 day, 20:38:14 batch_cost: 0.9661 data_cost: 0.0005 ips: 49.6850 images/s [03/12 09:06:25] ppdet.engine INFO: Epoch: [31] [120/610] learning_rate: 0.233830 loss_vfl: 1.161518 loss_bbox: 0.588987 loss_dfl: 0.452866 loss: 2.198939 eta: 1 day, 20:37:50 batch_cost: 0.9544 data_cost: 0.0004 ips: 50.2953 images/s [03/12 09:06:47] ppdet.engine INFO: Epoch: [31] [140/610] learning_rate: 0.233817 loss_vfl: 1.123929 loss_bbox: 0.548818 loss_dfl: 0.443158 loss: 2.108181 eta: 1 day, 20:37:31 batch_cost: 0.9843 data_cost: 0.0005 ips: 48.7673 images/s [03/12 09:07:08] ppdet.engine INFO: Epoch: [31] [160/610] learning_rate: 0.233804 loss_vfl: 1.127766 loss_bbox: 0.551529 loss_dfl: 0.438649 loss: 2.076651 eta: 1 day, 20:36:58 batch_cost: 0.9040 data_cost: 0.0006 ips: 53.0960 images/s [03/12 09:07:30] ppdet.engine INFO: Epoch: [31] [180/610] learning_rate: 0.233791 loss_vfl: 1.134697 loss_bbox: 0.521650 loss_dfl: 0.433169 loss: 2.098750 eta: 1 day, 20:36:45 batch_cost: 1.0146 data_cost: 0.0004 ips: 47.3084 images/s [03/12 09:07:53] ppdet.engine INFO: Epoch: [31] [200/610] learning_rate: 0.233778 loss_vfl: 1.093468 loss_bbox: 0.559884 loss_dfl: 0.432841 loss: 2.070609 eta: 1 day, 20:36:25 batch_cost: 0.9802 data_cost: 0.0004 ips: 48.9671 images/s [03/12 09:08:16] ppdet.engine INFO: Epoch: [31] [220/610] learning_rate: 0.233764 loss_vfl: 1.111419 loss_bbox: 0.561361 loss_dfl: 0.456912 loss: 2.139064 eta: 1 day, 20:36:19 batch_cost: 1.0576 data_cost: 0.0005 ips: 45.3852 images/s [03/12 09:08:37] ppdet.engine INFO: Epoch: [31] [240/610] learning_rate: 0.233751 loss_vfl: 1.182471 loss_bbox: 0.558174 loss_dfl: 0.453079 loss: 2.206137 eta: 1 day, 20:35:54 batch_cost: 0.9485 data_cost: 0.0005 ips: 50.6064 images/s [03/12 09:08:59] ppdet.engine INFO: Epoch: [31] [260/610] learning_rate: 0.233738 loss_vfl: 1.154377 loss_bbox: 0.556504 loss_dfl: 0.436325 loss: 2.193940 eta: 1 day, 20:35:36 batch_cost: 0.9885 data_cost: 0.0005 ips: 48.5587 images/s [03/12 09:09:21] ppdet.engine INFO: Epoch: [31] [280/610] learning_rate: 0.233725 loss_vfl: 1.109891 loss_bbox: 0.524859 loss_dfl: 0.418391 loss: 2.036924 eta: 1 day, 20:35:23 batch_cost: 1.0209 data_cost: 0.0004 ips: 47.0183 images/s [03/12 09:09:43] ppdet.engine INFO: Epoch: [31] [300/610] learning_rate: 0.233712 loss_vfl: 1.125532 loss_bbox: 0.516418 loss_dfl: 0.437847 loss: 2.042223 eta: 1 day, 20:35:13 batch_cost: 1.0355 data_cost: 0.0005 ips: 46.3547 images/s [03/12 09:10:04] ppdet.engine INFO: Epoch: [31] [320/610] learning_rate: 0.233699 loss_vfl: 1.108912 loss_bbox: 0.522935 loss_dfl: 0.414825 loss: 2.048363 eta: 1 day, 20:34:49 batch_cost: 0.9554 data_cost: 0.0004 ips: 50.2414 images/s [03/12 09:10:26] ppdet.engine INFO: Epoch: [31] [340/610] learning_rate: 0.233685 loss_vfl: 1.080314 loss_bbox: 0.532202 loss_dfl: 0.435962 loss: 2.064755 eta: 1 day, 20:34:25 batch_cost: 0.9517 data_cost: 0.0004 ips: 50.4384 images/s [03/12 09:10:48] ppdet.engine INFO: Epoch: [31] [360/610] learning_rate: 0.233672 loss_vfl: 1.178140 loss_bbox: 0.570477 loss_dfl: 0.448978 loss: 2.199635 eta: 1 day, 20:33:55 batch_cost: 0.9217 data_cost: 0.0011 ips: 52.0795 images/s [03/12 09:11:10] ppdet.engine INFO: Epoch: [31] [380/610] learning_rate: 0.233659 loss_vfl: 1.177844 loss_bbox: 0.560376 loss_dfl: 0.452089 loss: 2.202562 eta: 1 day, 20:33:36 batch_cost: 0.9786 data_cost: 0.0004 ips: 49.0514 images/s [03/12 09:11:32] ppdet.engine INFO: Epoch: [31] [400/610] learning_rate: 0.233646 loss_vfl: 1.145832 loss_bbox: 0.573727 loss_dfl: 0.465493 loss: 2.177383 eta: 1 day, 20:33:17 batch_cost: 0.9866 data_cost: 0.0004 ips: 48.6510 images/s [03/12 09:11:54] ppdet.engine INFO: Epoch: [31] [420/610] learning_rate: 0.233632 loss_vfl: 1.090080 loss_bbox: 0.537133 loss_dfl: 0.425291 loss: 2.030185 eta: 1 day, 20:32:54 batch_cost: 0.9568 data_cost: 0.0004 ips: 50.1689 images/s [03/12 09:12:15] ppdet.engine INFO: Epoch: [31] [440/610] learning_rate: 0.233619 loss_vfl: 1.122828 loss_bbox: 0.522944 loss_dfl: 0.429297 loss: 2.058676 eta: 1 day, 20:32:25 batch_cost: 0.9289 data_cost: 0.0008 ips: 51.6726 images/s [03/12 09:12:37] ppdet.engine INFO: Epoch: [31] [460/610] learning_rate: 0.233606 loss_vfl: 1.195933 loss_bbox: 0.582449 loss_dfl: 0.464457 loss: 2.234665 eta: 1 day, 20:32:14 batch_cost: 1.0282 data_cost: 0.0004 ips: 46.6819 images/s [03/12 09:13:00] ppdet.engine INFO: Epoch: [31] [480/610] learning_rate: 0.233593 loss_vfl: 1.164636 loss_bbox: 0.548176 loss_dfl: 0.444438 loss: 2.140836 eta: 1 day, 20:32:02 batch_cost: 1.0227 data_cost: 0.0004 ips: 46.9355 images/s [03/12 09:13:21] ppdet.engine INFO: Epoch: [31] [500/610] learning_rate: 0.233579 loss_vfl: 1.091118 loss_bbox: 0.532777 loss_dfl: 0.430029 loss: 2.038065 eta: 1 day, 20:31:42 batch_cost: 0.9779 data_cost: 0.0004 ips: 49.0824 images/s [03/12 09:13:43] ppdet.engine INFO: Epoch: [31] [520/610] learning_rate: 0.233566 loss_vfl: 1.106288 loss_bbox: 0.515743 loss_dfl: 0.423297 loss: 2.045069 eta: 1 day, 20:31:23 batch_cost: 0.9848 data_cost: 0.0004 ips: 48.7386 images/s [03/12 09:14:05] ppdet.engine INFO: Epoch: [31] [540/610] learning_rate: 0.233553 loss_vfl: 1.188266 loss_bbox: 0.545408 loss_dfl: 0.434145 loss: 2.134521 eta: 1 day, 20:31:12 batch_cost: 1.0288 data_cost: 0.0004 ips: 46.6579 images/s [03/12 09:14:27] ppdet.engine INFO: Epoch: [31] [560/610] learning_rate: 0.233539 loss_vfl: 1.125221 loss_bbox: 0.556915 loss_dfl: 0.439164 loss: 2.134555 eta: 1 day, 20:30:55 batch_cost: 0.9985 data_cost: 0.0004 ips: 48.0723 images/s [03/12 09:14:48] ppdet.engine INFO: Epoch: [31] [580/610] learning_rate: 0.233526 loss_vfl: 1.175376 loss_bbox: 0.576414 loss_dfl: 0.464358 loss: 2.197233 eta: 1 day, 20:30:20 batch_cost: 0.8854 data_cost: 0.0004 ips: 54.2148 images/s [03/12 09:15:09] ppdet.engine INFO: Epoch: [31] [600/610] learning_rate: 0.233513 loss_vfl: 1.157255 loss_bbox: 0.562966 loss_dfl: 0.452110 loss: 2.191400 eta: 1 day, 20:29:48 batch_cost: 0.9077 data_cost: 0.0005 ips: 52.8805 images/s [03/12 09:15:31] ppdet.engine INFO: Epoch: [32] [ 0/610] learning_rate: 0.233506 loss_vfl: 1.183481 loss_bbox: 0.556183 loss_dfl: 0.456836 loss: 2.217973 eta: 1 day, 20:30:41 batch_cost: 1.2360 data_cost: 0.3043 ips: 38.8337 images/s [03/12 09:15:56] ppdet.engine INFO: Epoch: [32] [ 20/610] learning_rate: 0.233492 loss_vfl: 1.135476 loss_bbox: 0.565720 loss_dfl: 0.451950 loss: 2.158676 eta: 1 day, 20:30:42 batch_cost: 1.1060 data_cost: 0.0005 ips: 43.3988 images/s [03/12 09:16:18] ppdet.engine INFO: Epoch: [32] [ 40/610] learning_rate: 0.233479 loss_vfl: 1.049247 loss_bbox: 0.515630 loss_dfl: 0.420125 loss: 1.992007 eta: 1 day, 20:30:22 batch_cost: 0.9777 data_cost: 0.0004 ips: 49.0956 images/s [03/12 09:16:39] ppdet.engine INFO: Epoch: [32] [ 60/610] learning_rate: 0.233466 loss_vfl: 1.060657 loss_bbox: 0.511683 loss_dfl: 0.412840 loss: 1.985642 eta: 1 day, 20:29:48 batch_cost: 0.8890 data_cost: 0.0004 ips: 53.9944 images/s [03/12 09:17:00] ppdet.engine INFO: Epoch: [32] [ 80/610] learning_rate: 0.233452 loss_vfl: 1.124407 loss_bbox: 0.539504 loss_dfl: 0.435519 loss: 2.108270 eta: 1 day, 20:29:18 batch_cost: 0.9175 data_cost: 0.0004 ips: 52.3158 images/s [03/12 09:17:22] ppdet.engine INFO: Epoch: [32] [100/610] learning_rate: 0.233439 loss_vfl: 1.154984 loss_bbox: 0.559442 loss_dfl: 0.453101 loss: 2.169242 eta: 1 day, 20:28:55 batch_cost: 0.9604 data_cost: 0.0004 ips: 49.9799 images/s [03/12 09:17:44] ppdet.engine INFO: Epoch: [32] [120/610] learning_rate: 0.233425 loss_vfl: 1.127467 loss_bbox: 0.518590 loss_dfl: 0.416024 loss: 2.033783 eta: 1 day, 20:28:41 batch_cost: 1.0182 data_cost: 0.0004 ips: 47.1442 images/s [03/12 09:18:05] ppdet.engine INFO: Epoch: [32] [140/610] learning_rate: 0.233412 loss_vfl: 1.151606 loss_bbox: 0.553190 loss_dfl: 0.440638 loss: 2.157393 eta: 1 day, 20:28:11 batch_cost: 0.9137 data_cost: 0.0004 ips: 52.5355 images/s [03/12 09:18:26] ppdet.engine INFO: Epoch: [32] [160/610] learning_rate: 0.233398 loss_vfl: 1.132322 loss_bbox: 0.556741 loss_dfl: 0.445302 loss: 2.124805 eta: 1 day, 20:27:42 batch_cost: 0.9234 data_cost: 0.0013 ips: 51.9830 images/s [03/12 09:18:48] ppdet.engine INFO: Epoch: [32] [180/610] learning_rate: 0.233385 loss_vfl: 1.187200 loss_bbox: 0.555708 loss_dfl: 0.457140 loss: 2.221543 eta: 1 day, 20:27:26 batch_cost: 1.0054 data_cost: 0.0004 ips: 47.7437 images/s [03/12 09:19:10] ppdet.engine INFO: Epoch: [32] [200/610] learning_rate: 0.233371 loss_vfl: 1.134779 loss_bbox: 0.536677 loss_dfl: 0.430086 loss: 2.110478 eta: 1 day, 20:27:06 batch_cost: 0.9775 data_cost: 0.0004 ips: 49.1042 images/s [03/12 09:19:31] ppdet.engine INFO: Epoch: [32] [220/610] learning_rate: 0.233358 loss_vfl: 1.170943 loss_bbox: 0.581989 loss_dfl: 0.461469 loss: 2.216590 eta: 1 day, 20:26:19 batch_cost: 0.8105 data_cost: 0.0005 ips: 59.2201 images/s [03/12 09:19:51] ppdet.engine INFO: Epoch: [32] [240/610] learning_rate: 0.233344 loss_vfl: 1.154057 loss_bbox: 0.560641 loss_dfl: 0.445422 loss: 2.183203 eta: 1 day, 20:25:48 batch_cost: 0.9116 data_cost: 0.0004 ips: 52.6554 images/s [03/12 09:20:13] ppdet.engine INFO: Epoch: [32] [260/610] learning_rate: 0.233331 loss_vfl: 1.206284 loss_bbox: 0.540992 loss_dfl: 0.452818 loss: 2.215682 eta: 1 day, 20:25:29 batch_cost: 0.9842 data_cost: 0.0004 ips: 48.7721 images/s [03/12 09:20:36] ppdet.engine INFO: Epoch: [32] [280/610] learning_rate: 0.233317 loss_vfl: 1.180700 loss_bbox: 0.567099 loss_dfl: 0.455750 loss: 2.203266 eta: 1 day, 20:25:06 batch_cost: 0.9604 data_cost: 0.0004 ips: 49.9805 images/s [03/12 09:20:57] ppdet.engine INFO: Epoch: [32] [300/610] learning_rate: 0.233303 loss_vfl: 1.160475 loss_bbox: 0.576655 loss_dfl: 0.463614 loss: 2.222202 eta: 1 day, 20:24:32 batch_cost: 0.8916 data_cost: 0.0005 ips: 53.8334 images/s [03/12 09:21:19] ppdet.engine INFO: Epoch: [32] [320/610] learning_rate: 0.233290 loss_vfl: 1.114978 loss_bbox: 0.540617 loss_dfl: 0.434034 loss: 2.097753 eta: 1 day, 20:24:07 batch_cost: 0.9487 data_cost: 0.0004 ips: 50.5969 images/s [03/12 09:21:40] ppdet.engine INFO: Epoch: [32] [340/610] learning_rate: 0.233276 loss_vfl: 1.118095 loss_bbox: 0.538378 loss_dfl: 0.434040 loss: 2.109721 eta: 1 day, 20:23:50 batch_cost: 0.9949 data_cost: 0.0004 ips: 48.2478 images/s [03/12 09:22:02] ppdet.engine INFO: Epoch: [32] [360/610] learning_rate: 0.233263 loss_vfl: 1.055171 loss_bbox: 0.521145 loss_dfl: 0.408677 loss: 1.989716 eta: 1 day, 20:23:23 batch_cost: 0.9326 data_cost: 0.0005 ips: 51.4695 images/s [03/12 09:22:24] ppdet.engine INFO: Epoch: [32] [380/610] learning_rate: 0.233249 loss_vfl: 1.146076 loss_bbox: 0.567542 loss_dfl: 0.449506 loss: 2.164264 eta: 1 day, 20:22:58 batch_cost: 0.9481 data_cost: 0.0004 ips: 50.6256 images/s [03/12 09:22:46] ppdet.engine INFO: Epoch: [32] [400/610] learning_rate: 0.233235 loss_vfl: 1.176583 loss_bbox: 0.559264 loss_dfl: 0.444863 loss: 2.193722 eta: 1 day, 20:22:30 batch_cost: 0.9280 data_cost: 0.0004 ips: 51.7233 images/s [03/12 09:23:07] ppdet.engine INFO: Epoch: [32] [420/610] learning_rate: 0.233222 loss_vfl: 1.162861 loss_bbox: 0.562506 loss_dfl: 0.449151 loss: 2.175810 eta: 1 day, 20:22:01 batch_cost: 0.9205 data_cost: 0.0004 ips: 52.1474 images/s [03/12 09:23:28] ppdet.engine INFO: Epoch: [32] [440/610] learning_rate: 0.233208 loss_vfl: 1.170348 loss_bbox: 0.547922 loss_dfl: 0.452159 loss: 2.184989 eta: 1 day, 20:21:40 batch_cost: 0.9729 data_cost: 0.0004 ips: 49.3348 images/s [03/12 09:23:50] ppdet.engine INFO: Epoch: [32] [460/610] learning_rate: 0.233194 loss_vfl: 1.098758 loss_bbox: 0.528738 loss_dfl: 0.413659 loss: 1.977533 eta: 1 day, 20:21:17 batch_cost: 0.9603 data_cost: 0.0004 ips: 49.9867 images/s [03/12 09:24:11] ppdet.engine INFO: Epoch: [32] [480/610] learning_rate: 0.233181 loss_vfl: 1.125282 loss_bbox: 0.532447 loss_dfl: 0.428737 loss: 2.114858 eta: 1 day, 20:20:53 batch_cost: 0.9495 data_cost: 0.0004 ips: 50.5513 images/s [03/12 09:24:31] ppdet.engine INFO: Epoch: [32] [500/610] learning_rate: 0.233167 loss_vfl: 1.143936 loss_bbox: 0.540857 loss_dfl: 0.424135 loss: 2.108046 eta: 1 day, 20:20:25 batch_cost: 0.9283 data_cost: 0.0004 ips: 51.7058 images/s [03/12 09:24:52] ppdet.engine INFO: Epoch: [32] [520/610] learning_rate: 0.233153 loss_vfl: 1.196956 loss_bbox: 0.560094 loss_dfl: 0.452759 loss: 2.170206 eta: 1 day, 20:19:57 batch_cost: 0.9275 data_cost: 0.0004 ips: 51.7494 images/s [03/12 09:25:13] ppdet.engine INFO: Epoch: [32] [540/610] learning_rate: 0.233139 loss_vfl: 1.169619 loss_bbox: 0.551387 loss_dfl: 0.447183 loss: 2.151095 eta: 1 day, 20:19:21 batch_cost: 0.8772 data_cost: 0.0004 ips: 54.7172 images/s [03/12 09:25:35] ppdet.engine INFO: Epoch: [32] [560/610] learning_rate: 0.233126 loss_vfl: 1.152736 loss_bbox: 0.560796 loss_dfl: 0.447146 loss: 2.170163 eta: 1 day, 20:19:04 batch_cost: 0.9970 data_cost: 0.0007 ips: 48.1468 images/s [03/12 09:25:56] ppdet.engine INFO: Epoch: [32] [580/610] learning_rate: 0.233112 loss_vfl: 1.094956 loss_bbox: 0.518747 loss_dfl: 0.422130 loss: 2.047344 eta: 1 day, 20:18:36 batch_cost: 0.9255 data_cost: 0.0004 ips: 51.8656 images/s [03/12 09:26:18] ppdet.engine INFO: Epoch: [32] [600/610] learning_rate: 0.233098 loss_vfl: 1.067505 loss_bbox: 0.515385 loss_dfl: 0.411495 loss: 2.010361 eta: 1 day, 20:18:18 batch_cost: 0.9938 data_cost: 0.0021 ips: 48.3000 images/s [03/12 09:26:40] ppdet.engine INFO: Epoch: [33] [ 0/610] learning_rate: 0.233091 loss_vfl: 1.089797 loss_bbox: 0.543080 loss_dfl: 0.430905 loss: 2.049355 eta: 1 day, 20:19:09 batch_cost: 1.3659 data_cost: 0.5689 ips: 35.1428 images/s [03/12 09:27:05] ppdet.engine INFO: Epoch: [33] [ 20/610] learning_rate: 0.233077 loss_vfl: 1.147834 loss_bbox: 0.536597 loss_dfl: 0.438659 loss: 2.142163 eta: 1 day, 20:19:15 batch_cost: 1.1342 data_cost: 0.0004 ips: 42.3208 images/s [03/12 09:27:28] ppdet.engine INFO: Epoch: [33] [ 40/610] learning_rate: 0.233063 loss_vfl: 1.109708 loss_bbox: 0.532295 loss_dfl: 0.429475 loss: 2.082006 eta: 1 day, 20:19:03 batch_cost: 1.0268 data_cost: 0.0004 ips: 46.7453 images/s [03/12 09:27:50] ppdet.engine INFO: Epoch: [33] [ 60/610] learning_rate: 0.233050 loss_vfl: 1.109296 loss_bbox: 0.519107 loss_dfl: 0.434250 loss: 2.082679 eta: 1 day, 20:18:46 batch_cost: 0.9963 data_cost: 0.0004 ips: 48.1766 images/s [03/12 09:28:12] ppdet.engine INFO: Epoch: [33] [ 80/610] learning_rate: 0.233036 loss_vfl: 1.096714 loss_bbox: 0.561790 loss_dfl: 0.434880 loss: 2.093937 eta: 1 day, 20:18:22 batch_cost: 0.9560 data_cost: 0.0010 ips: 50.2102 images/s [03/12 09:28:33] ppdet.engine INFO: Epoch: [33] [100/610] learning_rate: 0.233022 loss_vfl: 1.066837 loss_bbox: 0.529397 loss_dfl: 0.426647 loss: 2.044477 eta: 1 day, 20:17:58 batch_cost: 0.9477 data_cost: 0.0005 ips: 50.6485 images/s [03/12 09:28:54] ppdet.engine INFO: Epoch: [33] [120/610] learning_rate: 0.233008 loss_vfl: 1.114517 loss_bbox: 0.544672 loss_dfl: 0.436393 loss: 2.101732 eta: 1 day, 20:17:42 batch_cost: 1.0036 data_cost: 0.0005 ips: 47.8285 images/s [03/12 09:29:16] ppdet.engine INFO: Epoch: [33] [140/610] learning_rate: 0.232994 loss_vfl: 1.116041 loss_bbox: 0.558540 loss_dfl: 0.429345 loss: 2.103112 eta: 1 day, 20:17:05 batch_cost: 0.8751 data_cost: 0.0004 ips: 54.8519 images/s [03/12 09:29:37] ppdet.engine INFO: Epoch: [33] [160/610] learning_rate: 0.232980 loss_vfl: 1.139446 loss_bbox: 0.551953 loss_dfl: 0.444165 loss: 2.149833 eta: 1 day, 20:16:35 batch_cost: 0.9135 data_cost: 0.0010 ips: 52.5444 images/s [03/12 09:29:59] ppdet.engine INFO: Epoch: [33] [180/610] learning_rate: 0.232966 loss_vfl: 1.085672 loss_bbox: 0.541293 loss_dfl: 0.433499 loss: 2.065650 eta: 1 day, 20:16:14 batch_cost: 0.9713 data_cost: 0.0004 ips: 49.4176 images/s [03/12 09:30:19] ppdet.engine INFO: Epoch: [33] [200/610] learning_rate: 0.232952 loss_vfl: 1.131270 loss_bbox: 0.536756 loss_dfl: 0.431525 loss: 2.086916 eta: 1 day, 20:15:52 batch_cost: 0.9653 data_cost: 0.0004 ips: 49.7242 images/s [03/12 09:30:41] ppdet.engine INFO: Epoch: [33] [220/610] learning_rate: 0.232939 loss_vfl: 1.153450 loss_bbox: 0.577309 loss_dfl: 0.453733 loss: 2.223653 eta: 1 day, 20:15:30 batch_cost: 0.9618 data_cost: 0.0015 ips: 49.9082 images/s [03/12 09:31:02] ppdet.engine INFO: Epoch: [33] [240/610] learning_rate: 0.232925 loss_vfl: 1.092642 loss_bbox: 0.503789 loss_dfl: 0.412426 loss: 1.974882 eta: 1 day, 20:15:12 batch_cost: 0.9905 data_cost: 0.0004 ips: 48.4621 images/s [03/12 09:31:24] ppdet.engine INFO: Epoch: [33] [260/610] learning_rate: 0.232911 loss_vfl: 1.094525 loss_bbox: 0.521848 loss_dfl: 0.423484 loss: 2.052695 eta: 1 day, 20:14:45 batch_cost: 0.9338 data_cost: 0.0004 ips: 51.4045 images/s [03/12 09:31:46] ppdet.engine INFO: Epoch: [33] [280/610] learning_rate: 0.232897 loss_vfl: 1.077556 loss_bbox: 0.536824 loss_dfl: 0.424378 loss: 2.031249 eta: 1 day, 20:14:19 batch_cost: 0.9406 data_cost: 0.0004 ips: 51.0325 images/s [03/12 09:32:07] ppdet.engine INFO: Epoch: [33] [300/610] learning_rate: 0.232883 loss_vfl: 1.144573 loss_bbox: 0.574971 loss_dfl: 0.443776 loss: 2.156050 eta: 1 day, 20:13:55 batch_cost: 0.9519 data_cost: 0.0004 ips: 50.4278 images/s [03/12 09:32:29] ppdet.engine INFO: Epoch: [33] [320/610] learning_rate: 0.232869 loss_vfl: 1.172262 loss_bbox: 0.550389 loss_dfl: 0.441089 loss: 2.143707 eta: 1 day, 20:13:37 batch_cost: 0.9843 data_cost: 0.0004 ips: 48.7669 images/s [03/12 09:32:51] ppdet.engine INFO: Epoch: [33] [340/610] learning_rate: 0.232855 loss_vfl: 1.065234 loss_bbox: 0.540751 loss_dfl: 0.422643 loss: 2.022905 eta: 1 day, 20:13:19 batch_cost: 0.9943 data_cost: 0.0004 ips: 48.2745 images/s [03/12 09:33:13] ppdet.engine INFO: Epoch: [33] [360/610] learning_rate: 0.232841 loss_vfl: 1.138119 loss_bbox: 0.571289 loss_dfl: 0.449602 loss: 2.157946 eta: 1 day, 20:12:49 batch_cost: 0.9126 data_cost: 0.0004 ips: 52.5960 images/s [03/12 09:33:35] ppdet.engine INFO: Epoch: [33] [380/610] learning_rate: 0.232826 loss_vfl: 1.167338 loss_bbox: 0.556194 loss_dfl: 0.447830 loss: 2.181579 eta: 1 day, 20:12:27 batch_cost: 0.9627 data_cost: 0.0004 ips: 49.8616 images/s [03/12 09:33:56] ppdet.engine INFO: Epoch: [33] [400/610] learning_rate: 0.232812 loss_vfl: 0.995365 loss_bbox: 0.493485 loss_dfl: 0.391699 loss: 1.880493 eta: 1 day, 20:11:58 batch_cost: 0.9193 data_cost: 0.0004 ips: 52.2114 images/s [03/12 09:34:18] ppdet.engine INFO: Epoch: [33] [420/610] learning_rate: 0.232798 loss_vfl: 1.148843 loss_bbox: 0.551537 loss_dfl: 0.438907 loss: 2.117433 eta: 1 day, 20:11:36 batch_cost: 0.9646 data_cost: 0.0004 ips: 49.7597 images/s [03/12 09:34:39] ppdet.engine INFO: Epoch: [33] [440/610] learning_rate: 0.232784 loss_vfl: 1.133474 loss_bbox: 0.536154 loss_dfl: 0.430993 loss: 2.087582 eta: 1 day, 20:11:16 batch_cost: 0.9800 data_cost: 0.0004 ips: 48.9782 images/s [03/12 09:35:00] ppdet.engine INFO: Epoch: [33] [460/610] learning_rate: 0.232770 loss_vfl: 1.125998 loss_bbox: 0.542976 loss_dfl: 0.439143 loss: 2.114633 eta: 1 day, 20:10:50 batch_cost: 0.9372 data_cost: 0.0004 ips: 51.2138 images/s [03/12 09:35:23] ppdet.engine INFO: Epoch: [33] [480/610] learning_rate: 0.232756 loss_vfl: 1.157607 loss_bbox: 0.554164 loss_dfl: 0.451911 loss: 2.173989 eta: 1 day, 20:10:47 batch_cost: 1.0816 data_cost: 0.0004 ips: 44.3804 images/s [03/12 09:35:44] ppdet.engine INFO: Epoch: [33] [500/610] learning_rate: 0.232742 loss_vfl: 1.188774 loss_bbox: 0.576554 loss_dfl: 0.457805 loss: 2.239024 eta: 1 day, 20:10:24 batch_cost: 0.9576 data_cost: 0.0004 ips: 50.1267 images/s [03/12 09:36:06] ppdet.engine INFO: Epoch: [33] [520/610] learning_rate: 0.232728 loss_vfl: 1.095080 loss_bbox: 0.534685 loss_dfl: 0.422143 loss: 2.055907 eta: 1 day, 20:10:08 batch_cost: 1.0051 data_cost: 0.0010 ips: 47.7552 images/s [03/12 09:36:28] ppdet.engine INFO: Epoch: [33] [540/610] learning_rate: 0.232714 loss_vfl: 1.186017 loss_bbox: 0.596260 loss_dfl: 0.464727 loss: 2.256191 eta: 1 day, 20:09:44 batch_cost: 0.9505 data_cost: 0.0004 ips: 50.5005 images/s [03/12 09:36:50] ppdet.engine INFO: Epoch: [33] [560/610] learning_rate: 0.232699 loss_vfl: 1.154804 loss_bbox: 0.554439 loss_dfl: 0.434948 loss: 2.166786 eta: 1 day, 20:09:23 batch_cost: 0.9677 data_cost: 0.0004 ips: 49.5997 images/s [03/12 09:37:11] ppdet.engine INFO: Epoch: [33] [580/610] learning_rate: 0.232685 loss_vfl: 1.175896 loss_bbox: 0.529770 loss_dfl: 0.430254 loss: 2.100676 eta: 1 day, 20:08:55 batch_cost: 0.9258 data_cost: 0.0004 ips: 51.8468 images/s [03/12 09:37:32] ppdet.engine INFO: Epoch: [33] [600/610] learning_rate: 0.232671 loss_vfl: 1.103471 loss_bbox: 0.524679 loss_dfl: 0.431583 loss: 2.056087 eta: 1 day, 20:08:29 batch_cost: 0.9404 data_cost: 0.0005 ips: 51.0407 images/s [03/12 09:37:50] ppdet.engine INFO: Epoch: [34] [ 0/610] learning_rate: 0.232664 loss_vfl: 1.126129 loss_bbox: 0.539412 loss_dfl: 0.446352 loss: 2.092948 eta: 1 day, 20:08:50 batch_cost: 1.1271 data_cost: 0.3800 ips: 42.5863 images/s [03/12 09:38:15] ppdet.engine INFO: Epoch: [34] [ 20/610] learning_rate: 0.232650 loss_vfl: 1.049717 loss_bbox: 0.523675 loss_dfl: 0.419161 loss: 2.020669 eta: 1 day, 20:08:59 batch_cost: 1.1661 data_cost: 0.0635 ips: 41.1631 images/s [03/12 09:38:38] ppdet.engine INFO: Epoch: [34] [ 40/610] learning_rate: 0.232636 loss_vfl: 1.120593 loss_bbox: 0.541134 loss_dfl: 0.430971 loss: 2.091929 eta: 1 day, 20:08:43 batch_cost: 1.0007 data_cost: 0.0013 ips: 47.9667 images/s [03/12 09:39:00] ppdet.engine INFO: Epoch: [34] [ 60/610] learning_rate: 0.232621 loss_vfl: 1.101027 loss_bbox: 0.565217 loss_dfl: 0.452718 loss: 2.125716 eta: 1 day, 20:08:25 batch_cost: 0.9881 data_cost: 0.0004 ips: 48.5767 images/s [03/12 09:39:22] ppdet.engine INFO: Epoch: [34] [ 80/610] learning_rate: 0.232607 loss_vfl: 1.120128 loss_bbox: 0.540082 loss_dfl: 0.423769 loss: 2.074096 eta: 1 day, 20:08:05 batch_cost: 0.9785 data_cost: 0.0004 ips: 49.0546 images/s [03/12 09:39:43] ppdet.engine INFO: Epoch: [34] [100/610] learning_rate: 0.232593 loss_vfl: 1.145647 loss_bbox: 0.551638 loss_dfl: 0.444576 loss: 2.113735 eta: 1 day, 20:07:35 batch_cost: 0.9147 data_cost: 0.0008 ips: 52.4758 images/s [03/12 09:40:05] ppdet.engine INFO: Epoch: [34] [120/610] learning_rate: 0.232578 loss_vfl: 1.125516 loss_bbox: 0.544474 loss_dfl: 0.428419 loss: 2.105523 eta: 1 day, 20:07:21 batch_cost: 1.0160 data_cost: 0.0004 ips: 47.2452 images/s [03/12 09:40:27] ppdet.engine INFO: Epoch: [34] [140/610] learning_rate: 0.232564 loss_vfl: 1.117449 loss_bbox: 0.533938 loss_dfl: 0.425261 loss: 2.081354 eta: 1 day, 20:07:01 batch_cost: 0.9744 data_cost: 0.0004 ips: 49.2634 images/s [03/12 09:40:49] ppdet.engine INFO: Epoch: [34] [160/610] learning_rate: 0.232550 loss_vfl: 1.091262 loss_bbox: 0.537924 loss_dfl: 0.437823 loss: 2.069016 eta: 1 day, 20:06:39 batch_cost: 0.9632 data_cost: 0.0004 ips: 49.8362 images/s [03/12 09:41:10] ppdet.engine INFO: Epoch: [34] [180/610] learning_rate: 0.232536 loss_vfl: 1.159077 loss_bbox: 0.566404 loss_dfl: 0.455693 loss: 2.159678 eta: 1 day, 20:06:15 batch_cost: 0.9520 data_cost: 0.0004 ips: 50.4205 images/s [03/12 09:41:32] ppdet.engine INFO: Epoch: [34] [200/610] learning_rate: 0.232521 loss_vfl: 1.194596 loss_bbox: 0.584557 loss_dfl: 0.474075 loss: 2.276112 eta: 1 day, 20:05:55 batch_cost: 0.9809 data_cost: 0.0010 ips: 48.9340 images/s [03/12 09:41:55] ppdet.engine INFO: Epoch: [34] [220/610] learning_rate: 0.232507 loss_vfl: 1.136995 loss_bbox: 0.573814 loss_dfl: 0.453772 loss: 2.170744 eta: 1 day, 20:05:41 batch_cost: 1.0118 data_cost: 0.0004 ips: 47.4418 images/s [03/12 09:42:16] ppdet.engine INFO: Epoch: [34] [240/610] learning_rate: 0.232493 loss_vfl: 1.098257 loss_bbox: 0.513632 loss_dfl: 0.427153 loss: 2.041934 eta: 1 day, 20:05:08 batch_cost: 0.8907 data_cost: 0.0004 ips: 53.8916 images/s [03/12 09:42:38] ppdet.engine INFO: Epoch: [34] [260/610] learning_rate: 0.232478 loss_vfl: 1.086898 loss_bbox: 0.512469 loss_dfl: 0.425269 loss: 2.006366 eta: 1 day, 20:04:45 batch_cost: 0.9590 data_cost: 0.0004 ips: 50.0500 images/s [03/12 09:43:01] ppdet.engine INFO: Epoch: [34] [280/610] learning_rate: 0.232464 loss_vfl: 1.071347 loss_bbox: 0.502991 loss_dfl: 0.421153 loss: 2.043680 eta: 1 day, 20:04:22 batch_cost: 0.9594 data_cost: 0.0004 ips: 50.0336 images/s [03/12 09:43:22] ppdet.engine INFO: Epoch: [34] [300/610] learning_rate: 0.232449 loss_vfl: 1.217202 loss_bbox: 0.575966 loss_dfl: 0.478851 loss: 2.333592 eta: 1 day, 20:04:00 batch_cost: 0.9618 data_cost: 0.0009 ips: 49.9087 images/s [03/12 09:43:44] ppdet.engine INFO: Epoch: [34] [320/610] learning_rate: 0.232435 loss_vfl: 1.138973 loss_bbox: 0.546700 loss_dfl: 0.426960 loss: 2.116807 eta: 1 day, 20:03:40 batch_cost: 0.9816 data_cost: 0.0004 ips: 48.8981 images/s [03/12 09:44:05] ppdet.engine INFO: Epoch: [34] [340/610] learning_rate: 0.232421 loss_vfl: 1.205473 loss_bbox: 0.604974 loss_dfl: 0.462212 loss: 2.234880 eta: 1 day, 20:03:10 batch_cost: 0.9065 data_cost: 0.0004 ips: 52.9525 images/s [03/12 09:44:26] ppdet.engine INFO: Epoch: [34] [360/610] learning_rate: 0.232406 loss_vfl: 1.107067 loss_bbox: 0.560309 loss_dfl: 0.442431 loss: 2.123199 eta: 1 day, 20:02:42 batch_cost: 0.9266 data_cost: 0.0004 ips: 51.8022 images/s [03/12 09:44:47] ppdet.engine INFO: Epoch: [34] [380/610] learning_rate: 0.232392 loss_vfl: 1.112530 loss_bbox: 0.488365 loss_dfl: 0.403441 loss: 1.969371 eta: 1 day, 20:02:13 batch_cost: 0.9178 data_cost: 0.0010 ips: 52.3014 images/s [03/12 09:45:09] ppdet.engine INFO: Epoch: [34] [400/610] learning_rate: 0.232377 loss_vfl: 1.162113 loss_bbox: 0.566902 loss_dfl: 0.456879 loss: 2.194693 eta: 1 day, 20:01:51 batch_cost: 0.9619 data_cost: 0.0004 ips: 49.8999 images/s [03/12 09:45:31] ppdet.engine INFO: Epoch: [34] [420/610] learning_rate: 0.232363 loss_vfl: 1.164026 loss_bbox: 0.587980 loss_dfl: 0.455791 loss: 2.204335 eta: 1 day, 20:01:31 batch_cost: 0.9789 data_cost: 0.0004 ips: 49.0330 images/s [03/12 09:45:51] ppdet.engine INFO: Epoch: [34] [440/610] learning_rate: 0.232348 loss_vfl: 1.148758 loss_bbox: 0.574418 loss_dfl: 0.457884 loss: 2.186354 eta: 1 day, 20:01:03 batch_cost: 0.9256 data_cost: 0.0004 ips: 51.8593 images/s [03/12 09:46:13] ppdet.engine INFO: Epoch: [34] [460/610] learning_rate: 0.232334 loss_vfl: 1.179978 loss_bbox: 0.568682 loss_dfl: 0.457733 loss: 2.201385 eta: 1 day, 20:00:44 batch_cost: 0.9833 data_cost: 0.0004 ips: 48.8174 images/s [03/12 09:46:35] ppdet.engine INFO: Epoch: [34] [480/610] learning_rate: 0.232319 loss_vfl: 1.091235 loss_bbox: 0.540465 loss_dfl: 0.424834 loss: 2.028150 eta: 1 day, 20:00:13 batch_cost: 0.9036 data_cost: 0.0004 ips: 53.1186 images/s [03/12 09:46:57] ppdet.engine INFO: Epoch: [34] [500/610] learning_rate: 0.232305 loss_vfl: 1.082936 loss_bbox: 0.492896 loss_dfl: 0.398853 loss: 1.985140 eta: 1 day, 19:59:53 batch_cost: 0.9765 data_cost: 0.0004 ips: 49.1532 images/s [03/12 09:47:20] ppdet.engine INFO: Epoch: [34] [520/610] learning_rate: 0.232290 loss_vfl: 1.178214 loss_bbox: 0.564077 loss_dfl: 0.456248 loss: 2.165744 eta: 1 day, 19:59:34 batch_cost: 0.9841 data_cost: 0.0010 ips: 48.7733 images/s [03/12 09:47:42] ppdet.engine INFO: Epoch: [34] [540/610] learning_rate: 0.232276 loss_vfl: 1.101276 loss_bbox: 0.512726 loss_dfl: 0.424079 loss: 2.096069 eta: 1 day, 19:59:23 batch_cost: 1.0310 data_cost: 0.0004 ips: 46.5560 images/s [03/12 09:48:04] ppdet.engine INFO: Epoch: [34] [560/610] learning_rate: 0.232261 loss_vfl: 1.101308 loss_bbox: 0.552496 loss_dfl: 0.442854 loss: 2.112348 eta: 1 day, 19:59:01 batch_cost: 0.9626 data_cost: 0.0004 ips: 49.8641 images/s [03/12 09:48:27] ppdet.engine INFO: Epoch: [34] [580/610] learning_rate: 0.232246 loss_vfl: 1.140916 loss_bbox: 0.553025 loss_dfl: 0.445839 loss: 2.154408 eta: 1 day, 19:58:43 batch_cost: 0.9898 data_cost: 0.0009 ips: 48.4948 images/s [03/12 09:48:48] ppdet.engine INFO: Epoch: [34] [600/610] learning_rate: 0.232232 loss_vfl: 1.193442 loss_bbox: 0.582609 loss_dfl: 0.457677 loss: 2.238120 eta: 1 day, 19:58:27 batch_cost: 1.0054 data_cost: 0.0005 ips: 47.7414 images/s [03/12 09:49:10] ppdet.engine INFO: Epoch: [35] [ 0/610] learning_rate: 0.232224 loss_vfl: 1.111802 loss_bbox: 0.535555 loss_dfl: 0.431023 loss: 2.105321 eta: 1 day, 19:59:18 batch_cost: 1.3701 data_cost: 0.3596 ips: 35.0342 images/s [03/12 09:49:34] ppdet.engine INFO: Epoch: [35] [ 20/610] learning_rate: 0.232210 loss_vfl: 1.108613 loss_bbox: 0.521151 loss_dfl: 0.428519 loss: 2.075076 eta: 1 day, 19:59:18 batch_cost: 1.1048 data_cost: 0.0004 ips: 43.4452 images/s [03/12 09:49:56] ppdet.engine INFO: Epoch: [35] [ 40/610] learning_rate: 0.232195 loss_vfl: 1.149272 loss_bbox: 0.550117 loss_dfl: 0.447218 loss: 2.162229 eta: 1 day, 19:58:55 batch_cost: 0.9617 data_cost: 0.0004 ips: 49.9097 images/s [03/12 09:50:17] ppdet.engine INFO: Epoch: [35] [ 60/610] learning_rate: 0.232181 loss_vfl: 1.107433 loss_bbox: 0.537157 loss_dfl: 0.428219 loss: 2.055440 eta: 1 day, 19:58:30 batch_cost: 0.9377 data_cost: 0.0004 ips: 51.1902 images/s [03/12 09:50:38] ppdet.engine INFO: Epoch: [35] [ 80/610] learning_rate: 0.232166 loss_vfl: 1.099391 loss_bbox: 0.549192 loss_dfl: 0.435321 loss: 2.073894 eta: 1 day, 19:57:54 batch_cost: 0.8763 data_cost: 0.0004 ips: 54.7735 images/s [03/12 09:50:59] ppdet.engine INFO: Epoch: [35] [100/610] learning_rate: 0.232151 loss_vfl: 1.128760 loss_bbox: 0.526035 loss_dfl: 0.426455 loss: 2.056573 eta: 1 day, 19:57:31 batch_cost: 0.9571 data_cost: 0.0004 ips: 50.1489 images/s [03/12 09:51:22] ppdet.engine INFO: Epoch: [35] [120/610] learning_rate: 0.232137 loss_vfl: 1.090858 loss_bbox: 0.531915 loss_dfl: 0.428133 loss: 2.053661 eta: 1 day, 19:57:19 batch_cost: 1.0264 data_cost: 0.0004 ips: 46.7645 images/s [03/12 09:51:45] ppdet.engine INFO: Epoch: [35] [140/610] learning_rate: 0.232122 loss_vfl: 1.120290 loss_bbox: 0.538202 loss_dfl: 0.426693 loss: 2.085172 eta: 1 day, 19:57:15 batch_cost: 1.0812 data_cost: 0.0014 ips: 44.3942 images/s [03/12 09:52:08] ppdet.engine INFO: Epoch: [35] [160/610] learning_rate: 0.232107 loss_vfl: 1.143314 loss_bbox: 0.552460 loss_dfl: 0.441263 loss: 2.138763 eta: 1 day, 19:57:00 batch_cost: 1.0113 data_cost: 0.0004 ips: 47.4643 images/s [03/12 09:52:30] ppdet.engine INFO: Epoch: [35] [180/610] learning_rate: 0.232092 loss_vfl: 1.182331 loss_bbox: 0.561141 loss_dfl: 0.457070 loss: 2.221827 eta: 1 day, 19:56:46 batch_cost: 1.0160 data_cost: 0.0004 ips: 47.2424 images/s [03/12 09:52:51] ppdet.engine INFO: Epoch: [35] [200/610] learning_rate: 0.232078 loss_vfl: 1.100041 loss_bbox: 0.554938 loss_dfl: 0.428469 loss: 2.107112 eta: 1 day, 19:56:23 batch_cost: 0.9576 data_cost: 0.0011 ips: 50.1247 images/s [03/12 09:53:12] ppdet.engine INFO: Epoch: [35] [220/610] learning_rate: 0.232063 loss_vfl: 1.107571 loss_bbox: 0.532853 loss_dfl: 0.448177 loss: 2.115883 eta: 1 day, 19:55:55 batch_cost: 0.9270 data_cost: 0.0004 ips: 51.7801 images/s [03/12 09:53:35] ppdet.engine INFO: Epoch: [35] [240/610] learning_rate: 0.232048 loss_vfl: 1.151130 loss_bbox: 0.566248 loss_dfl: 0.466531 loss: 2.202584 eta: 1 day, 19:55:45 batch_cost: 1.0402 data_cost: 0.0005 ips: 46.1442 images/s [03/12 09:53:57] ppdet.engine INFO: Epoch: [35] [260/610] learning_rate: 0.232033 loss_vfl: 1.105136 loss_bbox: 0.520430 loss_dfl: 0.425814 loss: 2.026456 eta: 1 day, 19:55:28 batch_cost: 0.9971 data_cost: 0.0005 ips: 48.1394 images/s [03/12 09:54:19] ppdet.engine INFO: Epoch: [35] [280/610] learning_rate: 0.232019 loss_vfl: 1.095059 loss_bbox: 0.513396 loss_dfl: 0.421390 loss: 2.036536 eta: 1 day, 19:55:09 batch_cost: 0.9849 data_cost: 0.0004 ips: 48.7336 images/s [03/12 09:54:39] ppdet.engine INFO: Epoch: [35] [300/610] learning_rate: 0.232004 loss_vfl: 1.107733 loss_bbox: 0.528935 loss_dfl: 0.429892 loss: 2.060886 eta: 1 day, 19:54:34 batch_cost: 0.8762 data_cost: 0.0004 ips: 54.7808 images/s [03/12 09:55:01] ppdet.engine INFO: Epoch: [35] [320/610] learning_rate: 0.231989 loss_vfl: 1.079929 loss_bbox: 0.531783 loss_dfl: 0.437986 loss: 2.062084 eta: 1 day, 19:54:13 batch_cost: 0.9726 data_cost: 0.0004 ips: 49.3531 images/s [03/12 09:55:23] ppdet.engine INFO: Epoch: [35] [340/610] learning_rate: 0.231974 loss_vfl: 1.147402 loss_bbox: 0.527983 loss_dfl: 0.434425 loss: 2.103137 eta: 1 day, 19:53:57 batch_cost: 1.0049 data_cost: 0.0004 ips: 47.7655 images/s [03/12 09:55:45] ppdet.engine INFO: Epoch: [35] [360/610] learning_rate: 0.231959 loss_vfl: 1.113579 loss_bbox: 0.554248 loss_dfl: 0.430367 loss: 2.093548 eta: 1 day, 19:53:26 batch_cost: 0.9001 data_cost: 0.0005 ips: 53.3298 images/s [03/12 09:56:08] ppdet.engine INFO: Epoch: [35] [380/610] learning_rate: 0.231944 loss_vfl: 1.153397 loss_bbox: 0.560539 loss_dfl: 0.452596 loss: 2.175278 eta: 1 day, 19:53:22 batch_cost: 1.0831 data_cost: 0.0004 ips: 44.3180 images/s [03/12 09:56:30] ppdet.engine INFO: Epoch: [35] [400/610] learning_rate: 0.231930 loss_vfl: 1.136505 loss_bbox: 0.563578 loss_dfl: 0.439935 loss: 2.151778 eta: 1 day, 19:53:07 batch_cost: 1.0119 data_cost: 0.0004 ips: 47.4344 images/s [03/12 09:56:53] ppdet.engine INFO: Epoch: [35] [420/610] learning_rate: 0.231915 loss_vfl: 1.101552 loss_bbox: 0.524013 loss_dfl: 0.437714 loss: 2.065109 eta: 1 day, 19:52:53 batch_cost: 1.0192 data_cost: 0.0011 ips: 47.0951 images/s [03/12 09:57:12] ppdet.engine INFO: Epoch: [35] [440/610] learning_rate: 0.231900 loss_vfl: 1.085392 loss_bbox: 0.540340 loss_dfl: 0.418859 loss: 2.039783 eta: 1 day, 19:52:16 batch_cost: 0.8616 data_cost: 0.0005 ips: 55.7096 images/s [03/12 09:57:34] ppdet.engine INFO: Epoch: [35] [460/610] learning_rate: 0.231885 loss_vfl: 1.110623 loss_bbox: 0.554124 loss_dfl: 0.431471 loss: 2.129627 eta: 1 day, 19:51:57 batch_cost: 0.9837 data_cost: 0.0004 ips: 48.7947 images/s [03/12 09:57:56] ppdet.engine INFO: Epoch: [35] [480/610] learning_rate: 0.231870 loss_vfl: 1.149037 loss_bbox: 0.560389 loss_dfl: 0.448783 loss: 2.167822 eta: 1 day, 19:51:40 batch_cost: 0.9966 data_cost: 0.0004 ips: 48.1650 images/s [03/12 09:58:17] ppdet.engine INFO: Epoch: [35] [500/610] learning_rate: 0.231855 loss_vfl: 1.206333 loss_bbox: 0.579734 loss_dfl: 0.463303 loss: 2.237154 eta: 1 day, 19:51:15 batch_cost: 0.9438 data_cost: 0.0004 ips: 50.8592 images/s [03/12 09:58:40] ppdet.engine INFO: Epoch: [35] [520/610] learning_rate: 0.231840 loss_vfl: 1.139918 loss_bbox: 0.571535 loss_dfl: 0.455998 loss: 2.163222 eta: 1 day, 19:50:59 batch_cost: 1.0070 data_cost: 0.0004 ips: 47.6686 images/s [03/12 09:59:01] ppdet.engine INFO: Epoch: [35] [540/610] learning_rate: 0.231825 loss_vfl: 1.183094 loss_bbox: 0.551492 loss_dfl: 0.448187 loss: 2.160097 eta: 1 day, 19:50:41 batch_cost: 0.9868 data_cost: 0.0005 ips: 48.6440 images/s [03/12 09:59:22] ppdet.engine INFO: Epoch: [35] [560/610] learning_rate: 0.231810 loss_vfl: 1.125033 loss_bbox: 0.524965 loss_dfl: 0.437583 loss: 2.096338 eta: 1 day, 19:50:15 batch_cost: 0.9377 data_cost: 0.0004 ips: 51.1880 images/s [03/12 09:59:45] ppdet.engine INFO: Epoch: [35] [580/610] learning_rate: 0.231795 loss_vfl: 1.168494 loss_bbox: 0.555123 loss_dfl: 0.430231 loss: 2.157624 eta: 1 day, 19:49:56 batch_cost: 0.9847 data_cost: 0.0004 ips: 48.7434 images/s [03/12 10:00:05] ppdet.engine INFO: Epoch: [35] [600/610] learning_rate: 0.231780 loss_vfl: 1.127969 loss_bbox: 0.532578 loss_dfl: 0.433423 loss: 2.100308 eta: 1 day, 19:49:23 batch_cost: 0.8866 data_cost: 0.0005 ips: 54.1366 images/s [03/12 10:00:27] ppdet.engine INFO: Epoch: [36] [ 0/610] learning_rate: 0.231773 loss_vfl: 1.095152 loss_bbox: 0.550572 loss_dfl: 0.431615 loss: 2.075717 eta: 1 day, 19:50:11 batch_cost: 1.3377 data_cost: 0.6084 ips: 35.8837 images/s [03/12 10:00:50] ppdet.engine INFO: Epoch: [36] [ 20/610] learning_rate: 0.231758 loss_vfl: 1.070242 loss_bbox: 0.517182 loss_dfl: 0.414052 loss: 1.989929 eta: 1 day, 19:49:50 batch_cost: 0.9691 data_cost: 0.0008 ips: 49.5302 images/s [03/12 10:01:14] ppdet.engine INFO: Epoch: [36] [ 40/610] learning_rate: 0.231743 loss_vfl: 1.161271 loss_bbox: 0.551658 loss_dfl: 0.453488 loss: 2.175784 eta: 1 day, 19:49:27 batch_cost: 0.9580 data_cost: 0.0004 ips: 50.1040 images/s [03/12 10:01:36] ppdet.engine INFO: Epoch: [36] [ 60/610] learning_rate: 0.231727 loss_vfl: 1.075086 loss_bbox: 0.538813 loss_dfl: 0.417868 loss: 2.001789 eta: 1 day, 19:49:00 batch_cost: 0.9299 data_cost: 0.0004 ips: 51.6208 images/s [03/12 10:01:58] ppdet.engine INFO: Epoch: [36] [ 80/610] learning_rate: 0.231712 loss_vfl: 1.144136 loss_bbox: 0.552714 loss_dfl: 0.440537 loss: 2.145017 eta: 1 day, 19:48:42 batch_cost: 0.9866 data_cost: 0.0006 ips: 48.6533 images/s [03/12 10:02:20] ppdet.engine INFO: Epoch: [36] [100/610] learning_rate: 0.231697 loss_vfl: 1.171348 loss_bbox: 0.564120 loss_dfl: 0.443829 loss: 2.167419 eta: 1 day, 19:48:26 batch_cost: 1.0101 data_cost: 0.0005 ips: 47.5186 images/s [03/12 10:02:42] ppdet.engine INFO: Epoch: [36] [120/610] learning_rate: 0.231682 loss_vfl: 1.097027 loss_bbox: 0.522862 loss_dfl: 0.429349 loss: 2.038316 eta: 1 day, 19:48:04 batch_cost: 0.9618 data_cost: 0.0007 ips: 49.9069 images/s [03/12 10:03:04] ppdet.engine INFO: Epoch: [36] [140/610] learning_rate: 0.231667 loss_vfl: 1.167393 loss_bbox: 0.569276 loss_dfl: 0.471563 loss: 2.217195 eta: 1 day, 19:47:50 batch_cost: 1.0167 data_cost: 0.0004 ips: 47.2137 images/s [03/12 10:03:25] ppdet.engine INFO: Epoch: [36] [160/610] learning_rate: 0.231652 loss_vfl: 1.115370 loss_bbox: 0.547924 loss_dfl: 0.439914 loss: 2.106883 eta: 1 day, 19:47:25 batch_cost: 0.9448 data_cost: 0.0007 ips: 50.8026 images/s [03/12 10:03:46] ppdet.engine INFO: Epoch: [36] [180/610] learning_rate: 0.231637 loss_vfl: 1.254316 loss_bbox: 0.561685 loss_dfl: 0.454389 loss: 2.249878 eta: 1 day, 19:47:01 batch_cost: 0.9476 data_cost: 0.0004 ips: 50.6521 images/s [03/12 10:04:07] ppdet.engine INFO: Epoch: [36] [200/610] learning_rate: 0.231622 loss_vfl: 1.113240 loss_bbox: 0.515314 loss_dfl: 0.428381 loss: 2.061460 eta: 1 day, 19:46:27 batch_cost: 0.8838 data_cost: 0.0004 ips: 54.3114 images/s [03/12 10:04:29] ppdet.engine INFO: Epoch: [36] [220/610] learning_rate: 0.231607 loss_vfl: 1.144160 loss_bbox: 0.550370 loss_dfl: 0.443256 loss: 2.144865 eta: 1 day, 19:46:08 batch_cost: 0.9777 data_cost: 0.0004 ips: 49.0965 images/s [03/12 10:04:50] ppdet.engine INFO: Epoch: [36] [240/610] learning_rate: 0.231591 loss_vfl: 1.142318 loss_bbox: 0.557308 loss_dfl: 0.443846 loss: 2.107895 eta: 1 day, 19:45:41 batch_cost: 0.9305 data_cost: 0.0004 ips: 51.5849 images/s [03/12 10:05:11] ppdet.engine INFO: Epoch: [36] [260/610] learning_rate: 0.231576 loss_vfl: 1.087258 loss_bbox: 0.492781 loss_dfl: 0.425787 loss: 2.006461 eta: 1 day, 19:45:12 batch_cost: 0.9148 data_cost: 0.0004 ips: 52.4730 images/s [03/12 10:05:34] ppdet.engine INFO: Epoch: [36] [280/610] learning_rate: 0.231561 loss_vfl: 1.149661 loss_bbox: 0.556485 loss_dfl: 0.434533 loss: 2.135177 eta: 1 day, 19:44:31 batch_cost: 0.8362 data_cost: 0.0008 ips: 57.4038 images/s [03/12 10:05:55] ppdet.engine INFO: Epoch: [36] [300/610] learning_rate: 0.231546 loss_vfl: 1.107395 loss_bbox: 0.531404 loss_dfl: 0.423698 loss: 2.056787 eta: 1 day, 19:43:54 batch_cost: 0.8565 data_cost: 0.0004 ips: 56.0440 images/s [03/12 10:06:17] ppdet.engine INFO: Epoch: [36] [320/610] learning_rate: 0.231531 loss_vfl: 1.158465 loss_bbox: 0.563209 loss_dfl: 0.445411 loss: 2.165753 eta: 1 day, 19:43:39 batch_cost: 1.0141 data_cost: 0.0004 ips: 47.3320 images/s [03/12 10:06:38] ppdet.engine INFO: Epoch: [36] [340/610] learning_rate: 0.231515 loss_vfl: 1.118342 loss_bbox: 0.533695 loss_dfl: 0.440388 loss: 2.090375 eta: 1 day, 19:43:10 batch_cost: 0.9104 data_cost: 0.0004 ips: 52.7256 images/s [03/12 10:07:00] ppdet.engine INFO: Epoch: [36] [360/610] learning_rate: 0.231500 loss_vfl: 1.100271 loss_bbox: 0.526119 loss_dfl: 0.424900 loss: 2.086320 eta: 1 day, 19:42:46 batch_cost: 0.9490 data_cost: 0.0005 ips: 50.5771 images/s [03/12 10:07:22] ppdet.engine INFO: Epoch: [36] [380/610] learning_rate: 0.231485 loss_vfl: 1.095281 loss_bbox: 0.515921 loss_dfl: 0.414776 loss: 2.041749 eta: 1 day, 19:42:23 batch_cost: 0.9547 data_cost: 0.0004 ips: 50.2769 images/s [03/12 10:07:44] ppdet.engine INFO: Epoch: [36] [400/610] learning_rate: 0.231470 loss_vfl: 1.085815 loss_bbox: 0.504971 loss_dfl: 0.405083 loss: 1.978687 eta: 1 day, 19:42:02 batch_cost: 0.9700 data_cost: 0.0005 ips: 49.4862 images/s [03/12 10:08:06] ppdet.engine INFO: Epoch: [36] [420/610] learning_rate: 0.231454 loss_vfl: 1.136975 loss_bbox: 0.527531 loss_dfl: 0.426249 loss: 2.100104 eta: 1 day, 19:41:50 batch_cost: 1.0303 data_cost: 0.0004 ips: 46.5890 images/s [03/12 10:08:28] ppdet.engine INFO: Epoch: [36] [440/610] learning_rate: 0.231439 loss_vfl: 1.097022 loss_bbox: 0.523225 loss_dfl: 0.430178 loss: 2.045334 eta: 1 day, 19:41:34 batch_cost: 1.0085 data_cost: 0.0004 ips: 47.5966 images/s [03/12 10:08:50] ppdet.engine INFO: Epoch: [36] [460/610] learning_rate: 0.231424 loss_vfl: 1.148068 loss_bbox: 0.540847 loss_dfl: 0.439055 loss: 2.121327 eta: 1 day, 19:41:20 batch_cost: 1.0185 data_cost: 0.0004 ips: 47.1290 images/s [03/12 10:09:12] ppdet.engine INFO: Epoch: [36] [480/610] learning_rate: 0.231408 loss_vfl: 1.072924 loss_bbox: 0.518755 loss_dfl: 0.418951 loss: 2.019719 eta: 1 day, 19:41:02 batch_cost: 0.9904 data_cost: 0.0009 ips: 48.4655 images/s [03/12 10:09:34] ppdet.engine INFO: Epoch: [36] [500/610] learning_rate: 0.231393 loss_vfl: 1.168944 loss_bbox: 0.597905 loss_dfl: 0.470744 loss: 2.247910 eta: 1 day, 19:40:39 batch_cost: 0.9512 data_cost: 0.0009 ips: 50.4634 images/s [03/12 10:09:57] ppdet.engine INFO: Epoch: [36] [520/610] learning_rate: 0.231378 loss_vfl: 1.119942 loss_bbox: 0.539834 loss_dfl: 0.432081 loss: 2.089341 eta: 1 day, 19:40:31 batch_cost: 1.0614 data_cost: 0.0004 ips: 45.2229 images/s [03/12 10:10:18] ppdet.engine INFO: Epoch: [36] [540/610] learning_rate: 0.231362 loss_vfl: 1.219089 loss_bbox: 0.589612 loss_dfl: 0.470846 loss: 2.241937 eta: 1 day, 19:40:04 batch_cost: 0.9300 data_cost: 0.0012 ips: 51.6153 images/s [03/12 10:10:40] ppdet.engine INFO: Epoch: [36] [560/610] learning_rate: 0.231347 loss_vfl: 1.080467 loss_bbox: 0.533105 loss_dfl: 0.418026 loss: 2.005081 eta: 1 day, 19:39:47 batch_cost: 0.9977 data_cost: 0.0004 ips: 48.1126 images/s [03/12 10:11:03] ppdet.engine INFO: Epoch: [36] [580/610] learning_rate: 0.231331 loss_vfl: 1.142073 loss_bbox: 0.540973 loss_dfl: 0.443041 loss: 2.122627 eta: 1 day, 19:39:31 batch_cost: 1.0028 data_cost: 0.0005 ips: 47.8653 images/s [03/12 10:11:24] ppdet.engine INFO: Epoch: [36] [600/610] learning_rate: 0.231316 loss_vfl: 1.164280 loss_bbox: 0.567637 loss_dfl: 0.445394 loss: 2.166316 eta: 1 day, 19:39:03 batch_cost: 0.9233 data_cost: 0.0005 ips: 51.9883 images/s [03/12 10:11:42] ppdet.engine INFO: Epoch: [37] [ 0/610] learning_rate: 0.231308 loss_vfl: 1.141488 loss_bbox: 0.554979 loss_dfl: 0.443531 loss: 2.109670 eta: 1 day, 19:39:25 batch_cost: 1.1873 data_cost: 0.4299 ips: 40.4290 images/s [03/12 10:12:09] ppdet.engine INFO: Epoch: [37] [ 20/610] learning_rate: 0.231293 loss_vfl: 1.108957 loss_bbox: 0.510671 loss_dfl: 0.423495 loss: 2.041321 eta: 1 day, 19:39:42 batch_cost: 1.2356 data_cost: 0.0005 ips: 38.8487 images/s [03/12 10:12:32] ppdet.engine INFO: Epoch: [37] [ 40/610] learning_rate: 0.231278 loss_vfl: 1.110310 loss_bbox: 0.548120 loss_dfl: 0.440047 loss: 2.076219 eta: 1 day, 19:39:34 batch_cost: 1.0600 data_cost: 0.0004 ips: 45.2841 images/s [03/12 10:12:54] ppdet.engine INFO: Epoch: [37] [ 60/610] learning_rate: 0.231262 loss_vfl: 1.055719 loss_bbox: 0.521995 loss_dfl: 0.427832 loss: 2.008072 eta: 1 day, 19:39:06 batch_cost: 0.9247 data_cost: 0.0005 ips: 51.9074 images/s [03/12 10:13:16] ppdet.engine INFO: Epoch: [37] [ 80/610] learning_rate: 0.231247 loss_vfl: 1.065578 loss_bbox: 0.550645 loss_dfl: 0.426553 loss: 2.063933 eta: 1 day, 19:38:47 batch_cost: 0.9797 data_cost: 0.0004 ips: 48.9929 images/s [03/12 10:13:37] ppdet.engine INFO: Epoch: [37] [100/610] learning_rate: 0.231231 loss_vfl: 1.133602 loss_bbox: 0.537652 loss_dfl: 0.443352 loss: 2.106504 eta: 1 day, 19:38:29 batch_cost: 0.9932 data_cost: 0.0004 ips: 48.3284 images/s [03/12 10:13:59] ppdet.engine INFO: Epoch: [37] [120/610] learning_rate: 0.231216 loss_vfl: 1.054292 loss_bbox: 0.523591 loss_dfl: 0.422262 loss: 2.002891 eta: 1 day, 19:38:04 batch_cost: 0.9413 data_cost: 0.0004 ips: 50.9907 images/s [03/12 10:14:21] ppdet.engine INFO: Epoch: [37] [140/610] learning_rate: 0.231200 loss_vfl: 1.109249 loss_bbox: 0.536405 loss_dfl: 0.433161 loss: 2.089791 eta: 1 day, 19:37:40 batch_cost: 0.9508 data_cost: 0.0004 ips: 50.4845 images/s [03/12 10:14:41] ppdet.engine INFO: Epoch: [37] [160/610] learning_rate: 0.231185 loss_vfl: 1.078604 loss_bbox: 0.499160 loss_dfl: 0.413040 loss: 2.007251 eta: 1 day, 19:37:06 batch_cost: 0.8782 data_cost: 0.0016 ips: 54.6554 images/s [03/12 10:15:04] ppdet.engine INFO: Epoch: [37] [180/610] learning_rate: 0.231169 loss_vfl: 1.251689 loss_bbox: 0.590990 loss_dfl: 0.469053 loss: 2.317172 eta: 1 day, 19:36:49 batch_cost: 0.9959 data_cost: 0.0004 ips: 48.1986 images/s [03/12 10:15:26] ppdet.engine INFO: Epoch: [37] [200/610] learning_rate: 0.231154 loss_vfl: 1.140951 loss_bbox: 0.531647 loss_dfl: 0.423319 loss: 2.080020 eta: 1 day, 19:36:34 batch_cost: 1.0154 data_cost: 0.0004 ips: 47.2738 images/s [03/12 10:15:47] ppdet.engine INFO: Epoch: [37] [220/610] learning_rate: 0.231138 loss_vfl: 1.113338 loss_bbox: 0.526891 loss_dfl: 0.426689 loss: 2.056471 eta: 1 day, 19:36:10 batch_cost: 0.9419 data_cost: 0.0004 ips: 50.9632 images/s [03/12 10:16:08] ppdet.engine INFO: Epoch: [37] [240/610] learning_rate: 0.231122 loss_vfl: 1.084832 loss_bbox: 0.524743 loss_dfl: 0.428465 loss: 2.065909 eta: 1 day, 19:35:50 batch_cost: 0.9818 data_cost: 0.0004 ips: 48.8914 images/s [03/12 10:16:29] ppdet.engine INFO: Epoch: [37] [260/610] learning_rate: 0.231107 loss_vfl: 1.098779 loss_bbox: 0.550782 loss_dfl: 0.448687 loss: 2.129953 eta: 1 day, 19:35:28 batch_cost: 0.9584 data_cost: 0.0004 ips: 50.0815 images/s [03/12 10:16:50] ppdet.engine INFO: Epoch: [37] [280/610] learning_rate: 0.231091 loss_vfl: 1.138576 loss_bbox: 0.541814 loss_dfl: 0.453410 loss: 2.116481 eta: 1 day, 19:35:01 batch_cost: 0.9291 data_cost: 0.0007 ips: 51.6626 images/s [03/12 10:17:13] ppdet.engine INFO: Epoch: [37] [300/610] learning_rate: 0.231076 loss_vfl: 1.143729 loss_bbox: 0.561951 loss_dfl: 0.451848 loss: 2.163825 eta: 1 day, 19:34:49 batch_cost: 1.0349 data_cost: 0.0004 ips: 46.3818 images/s [03/12 10:17:35] ppdet.engine INFO: Epoch: [37] [320/610] learning_rate: 0.231060 loss_vfl: 1.148937 loss_bbox: 0.538537 loss_dfl: 0.438183 loss: 2.124242 eta: 1 day, 19:34:28 batch_cost: 0.9708 data_cost: 0.0004 ips: 49.4430 images/s [03/12 10:17:57] ppdet.engine INFO: Epoch: [37] [340/610] learning_rate: 0.231044 loss_vfl: 1.135591 loss_bbox: 0.523053 loss_dfl: 0.438628 loss: 2.115268 eta: 1 day, 19:33:57 batch_cost: 0.8995 data_cost: 0.0004 ips: 53.3617 images/s [03/12 10:18:18] ppdet.engine INFO: Epoch: [37] [360/610] learning_rate: 0.231029 loss_vfl: 1.150862 loss_bbox: 0.524276 loss_dfl: 0.427217 loss: 2.098821 eta: 1 day, 19:33:37 batch_cost: 0.9710 data_cost: 0.0004 ips: 49.4339 images/s [03/12 10:18:40] ppdet.engine INFO: Epoch: [37] [380/610] learning_rate: 0.231013 loss_vfl: 1.041728 loss_bbox: 0.524685 loss_dfl: 0.408429 loss: 1.973904 eta: 1 day, 19:33:19 batch_cost: 0.9940 data_cost: 0.0004 ips: 48.2915 images/s [03/12 10:19:02] ppdet.engine INFO: Epoch: [37] [400/610] learning_rate: 0.230997 loss_vfl: 1.174251 loss_bbox: 0.566226 loss_dfl: 0.457523 loss: 2.207363 eta: 1 day, 19:32:55 batch_cost: 0.9448 data_cost: 0.0004 ips: 50.8053 images/s [03/12 10:19:25] ppdet.engine INFO: Epoch: [37] [420/610] learning_rate: 0.230982 loss_vfl: 1.069754 loss_bbox: 0.530913 loss_dfl: 0.413983 loss: 2.002828 eta: 1 day, 19:32:42 batch_cost: 1.0336 data_cost: 0.0004 ips: 46.4397 images/s [03/12 10:19:46] ppdet.engine INFO: Epoch: [37] [440/610] learning_rate: 0.230966 loss_vfl: 1.189050 loss_bbox: 0.576173 loss_dfl: 0.468673 loss: 2.243180 eta: 1 day, 19:32:18 batch_cost: 0.9438 data_cost: 0.0004 ips: 50.8599 images/s [03/12 10:20:08] ppdet.engine INFO: Epoch: [37] [460/610] learning_rate: 0.230950 loss_vfl: 1.147313 loss_bbox: 0.555219 loss_dfl: 0.437422 loss: 2.105319 eta: 1 day, 19:32:00 batch_cost: 0.9937 data_cost: 0.0004 ips: 48.3056 images/s [03/12 10:20:30] ppdet.engine INFO: Epoch: [37] [480/610] learning_rate: 0.230935 loss_vfl: 1.159456 loss_bbox: 0.565812 loss_dfl: 0.454266 loss: 2.185852 eta: 1 day, 19:31:42 batch_cost: 0.9924 data_cost: 0.0007 ips: 48.3691 images/s [03/12 10:20:52] ppdet.engine INFO: Epoch: [37] [500/610] learning_rate: 0.230919 loss_vfl: 1.132949 loss_bbox: 0.540122 loss_dfl: 0.439582 loss: 2.133280 eta: 1 day, 19:31:23 batch_cost: 0.9809 data_cost: 0.0004 ips: 48.9329 images/s [03/12 10:21:15] ppdet.engine INFO: Epoch: [37] [520/610] learning_rate: 0.230903 loss_vfl: 1.159660 loss_bbox: 0.549207 loss_dfl: 0.438352 loss: 2.136154 eta: 1 day, 19:31:16 batch_cost: 1.0705 data_cost: 0.0004 ips: 44.8370 images/s [03/12 10:21:38] ppdet.engine INFO: Epoch: [37] [540/610] learning_rate: 0.230887 loss_vfl: 1.106987 loss_bbox: 0.536153 loss_dfl: 0.429098 loss: 2.086410 eta: 1 day, 19:31:00 batch_cost: 1.0047 data_cost: 0.0004 ips: 47.7771 images/s [03/12 10:21:59] ppdet.engine INFO: Epoch: [37] [560/610] learning_rate: 0.230871 loss_vfl: 1.027637 loss_bbox: 0.513363 loss_dfl: 0.406721 loss: 1.975285 eta: 1 day, 19:30:40 batch_cost: 0.9752 data_cost: 0.0004 ips: 49.2224 images/s [03/12 10:22:21] ppdet.engine INFO: Epoch: [37] [580/610] learning_rate: 0.230856 loss_vfl: 1.128298 loss_bbox: 0.548479 loss_dfl: 0.434975 loss: 2.094575 eta: 1 day, 19:30:29 batch_cost: 1.0429 data_cost: 0.0004 ips: 46.0267 images/s [03/12 10:22:43] ppdet.engine INFO: Epoch: [37] [600/610] learning_rate: 0.230840 loss_vfl: 1.172311 loss_bbox: 0.562941 loss_dfl: 0.449483 loss: 2.183649 eta: 1 day, 19:30:04 batch_cost: 0.9395 data_cost: 0.0005 ips: 51.0913 images/s [03/12 10:23:04] ppdet.engine INFO: Epoch: [38] [ 0/610] learning_rate: 0.230832 loss_vfl: 1.186067 loss_bbox: 0.568415 loss_dfl: 0.449804 loss: 2.193142 eta: 1 day, 19:30:46 batch_cost: 1.3123 data_cost: 0.4912 ips: 36.5769 images/s [03/12 10:23:29] ppdet.engine INFO: Epoch: [38] [ 20/610] learning_rate: 0.230816 loss_vfl: 1.054499 loss_bbox: 0.512541 loss_dfl: 0.418151 loss: 1.998882 eta: 1 day, 19:30:44 batch_cost: 1.1091 data_cost: 0.0005 ips: 43.2764 images/s [03/12 10:23:51] ppdet.engine INFO: Epoch: [38] [ 40/610] learning_rate: 0.230800 loss_vfl: 1.119379 loss_bbox: 0.533112 loss_dfl: 0.421750 loss: 2.063130 eta: 1 day, 19:30:20 batch_cost: 0.9502 data_cost: 0.0004 ips: 50.5151 images/s [03/12 10:24:13] ppdet.engine INFO: Epoch: [38] [ 60/610] learning_rate: 0.230784 loss_vfl: 1.076084 loss_bbox: 0.503991 loss_dfl: 0.420393 loss: 2.023166 eta: 1 day, 19:30:04 batch_cost: 1.0048 data_cost: 0.0004 ips: 47.7716 images/s [03/12 10:24:33] ppdet.engine INFO: Epoch: [38] [ 80/610] learning_rate: 0.230769 loss_vfl: 1.093198 loss_bbox: 0.526052 loss_dfl: 0.423653 loss: 2.055350 eta: 1 day, 19:29:30 batch_cost: 0.8731 data_cost: 0.0004 ips: 54.9768 images/s [03/12 10:24:55] ppdet.engine INFO: Epoch: [38] [100/610] learning_rate: 0.230753 loss_vfl: 1.086343 loss_bbox: 0.560759 loss_dfl: 0.439483 loss: 2.081053 eta: 1 day, 19:29:03 batch_cost: 0.9294 data_cost: 0.0004 ips: 51.6467 images/s [03/12 10:25:17] ppdet.engine INFO: Epoch: [38] [120/610] learning_rate: 0.230737 loss_vfl: 1.104403 loss_bbox: 0.517555 loss_dfl: 0.420548 loss: 2.065588 eta: 1 day, 19:28:53 batch_cost: 1.0477 data_cost: 0.0005 ips: 45.8160 images/s [03/12 10:25:38] ppdet.engine INFO: Epoch: [38] [140/610] learning_rate: 0.230721 loss_vfl: 1.101898 loss_bbox: 0.542042 loss_dfl: 0.426592 loss: 2.080703 eta: 1 day, 19:28:33 batch_cost: 0.9801 data_cost: 0.0004 ips: 48.9734 images/s [03/12 10:26:00] ppdet.engine INFO: Epoch: [38] [160/610] learning_rate: 0.230705 loss_vfl: 1.130015 loss_bbox: 0.562943 loss_dfl: 0.449665 loss: 2.123408 eta: 1 day, 19:28:15 batch_cost: 0.9905 data_cost: 0.0010 ips: 48.4612 images/s [03/12 10:26:21] ppdet.engine INFO: Epoch: [38] [180/610] learning_rate: 0.230689 loss_vfl: 1.071969 loss_bbox: 0.544607 loss_dfl: 0.436123 loss: 2.050116 eta: 1 day, 19:27:53 batch_cost: 0.9617 data_cost: 0.0004 ips: 49.9094 images/s [03/12 10:26:44] ppdet.engine INFO: Epoch: [38] [200/610] learning_rate: 0.230673 loss_vfl: 1.130916 loss_bbox: 0.543419 loss_dfl: 0.430560 loss: 2.079197 eta: 1 day, 19:27:38 batch_cost: 1.0153 data_cost: 0.0005 ips: 47.2750 images/s [03/12 10:27:04] ppdet.engine INFO: Epoch: [38] [220/610] learning_rate: 0.230657 loss_vfl: 1.109561 loss_bbox: 0.513905 loss_dfl: 0.422492 loss: 2.035002 eta: 1 day, 19:27:10 batch_cost: 0.9223 data_cost: 0.0004 ips: 52.0453 images/s [03/12 10:27:26] ppdet.engine INFO: Epoch: [38] [240/610] learning_rate: 0.230641 loss_vfl: 1.180021 loss_bbox: 0.569906 loss_dfl: 0.448739 loss: 2.161677 eta: 1 day, 19:26:44 batch_cost: 0.9292 data_cost: 0.0004 ips: 51.6571 images/s [03/12 10:27:47] ppdet.engine INFO: Epoch: [38] [260/610] learning_rate: 0.230625 loss_vfl: 1.105940 loss_bbox: 0.543107 loss_dfl: 0.436804 loss: 2.085893 eta: 1 day, 19:26:18 batch_cost: 0.9324 data_cost: 0.0010 ips: 51.4818 images/s [03/12 10:28:10] ppdet.engine INFO: Epoch: [38] [280/610] learning_rate: 0.230609 loss_vfl: 1.134825 loss_bbox: 0.558793 loss_dfl: 0.447212 loss: 2.151360 eta: 1 day, 19:26:04 batch_cost: 1.0242 data_cost: 0.0004 ips: 46.8671 images/s [03/12 10:28:32] ppdet.engine INFO: Epoch: [38] [300/610] learning_rate: 0.230593 loss_vfl: 1.058006 loss_bbox: 0.519964 loss_dfl: 0.409486 loss: 1.979027 eta: 1 day, 19:25:46 batch_cost: 0.9874 data_cost: 0.0008 ips: 48.6114 images/s [03/12 10:28:53] ppdet.engine INFO: Epoch: [38] [320/610] learning_rate: 0.230577 loss_vfl: 1.074812 loss_bbox: 0.535212 loss_dfl: 0.432286 loss: 2.036924 eta: 1 day, 19:25:16 batch_cost: 0.9086 data_cost: 0.0009 ips: 52.8291 images/s [03/12 10:29:13] ppdet.engine INFO: Epoch: [38] [340/610] learning_rate: 0.230561 loss_vfl: 1.095462 loss_bbox: 0.524225 loss_dfl: 0.429008 loss: 2.043255 eta: 1 day, 19:24:47 batch_cost: 0.9080 data_cost: 0.0005 ips: 52.8628 images/s [03/12 10:29:36] ppdet.engine INFO: Epoch: [38] [360/610] learning_rate: 0.230545 loss_vfl: 1.122849 loss_bbox: 0.549724 loss_dfl: 0.448363 loss: 2.133047 eta: 1 day, 19:24:33 batch_cost: 1.0238 data_cost: 0.0004 ips: 46.8862 images/s [03/12 10:29:57] ppdet.engine INFO: Epoch: [38] [380/610] learning_rate: 0.230529 loss_vfl: 1.199828 loss_bbox: 0.569144 loss_dfl: 0.458330 loss: 2.222919 eta: 1 day, 19:24:04 batch_cost: 0.9086 data_cost: 0.0004 ips: 52.8291 images/s [03/12 10:30:19] ppdet.engine INFO: Epoch: [38] [400/610] learning_rate: 0.230513 loss_vfl: 1.024819 loss_bbox: 0.500284 loss_dfl: 0.416946 loss: 1.966277 eta: 1 day, 19:23:43 batch_cost: 0.9692 data_cost: 0.0004 ips: 49.5260 images/s [03/12 10:30:41] ppdet.engine INFO: Epoch: [38] [420/610] learning_rate: 0.230497 loss_vfl: 0.988612 loss_bbox: 0.480811 loss_dfl: 0.391228 loss: 1.883964 eta: 1 day, 19:23:25 batch_cost: 0.9893 data_cost: 0.0004 ips: 48.5178 images/s [03/12 10:31:04] ppdet.engine INFO: Epoch: [38] [440/610] learning_rate: 0.230481 loss_vfl: 1.079389 loss_bbox: 0.518136 loss_dfl: 0.419209 loss: 2.017332 eta: 1 day, 19:23:09 batch_cost: 1.0067 data_cost: 0.0004 ips: 47.6825 images/s [03/12 10:31:26] ppdet.engine INFO: Epoch: [38] [460/610] learning_rate: 0.230465 loss_vfl: 1.084516 loss_bbox: 0.501858 loss_dfl: 0.425338 loss: 1.986557 eta: 1 day, 19:22:54 batch_cost: 1.0148 data_cost: 0.0004 ips: 47.3007 images/s [03/12 10:31:48] ppdet.engine INFO: Epoch: [38] [480/610] learning_rate: 0.230448 loss_vfl: 1.198647 loss_bbox: 0.589483 loss_dfl: 0.462938 loss: 2.280873 eta: 1 day, 19:22:25 batch_cost: 0.9102 data_cost: 0.0004 ips: 52.7360 images/s [03/12 10:32:10] ppdet.engine INFO: Epoch: [38] [500/610] learning_rate: 0.230432 loss_vfl: 1.129278 loss_bbox: 0.532550 loss_dfl: 0.427014 loss: 2.126228 eta: 1 day, 19:22:04 batch_cost: 0.9719 data_cost: 0.0004 ips: 49.3863 images/s [03/12 10:32:30] ppdet.engine INFO: Epoch: [38] [520/610] learning_rate: 0.230416 loss_vfl: 1.157316 loss_bbox: 0.531506 loss_dfl: 0.431182 loss: 2.140174 eta: 1 day, 19:21:36 batch_cost: 0.9162 data_cost: 0.0004 ips: 52.3885 images/s [03/12 10:32:52] ppdet.engine INFO: Epoch: [38] [540/610] learning_rate: 0.230400 loss_vfl: 1.186361 loss_bbox: 0.561563 loss_dfl: 0.446637 loss: 2.204803 eta: 1 day, 19:21:14 batch_cost: 0.9601 data_cost: 0.0004 ips: 49.9968 images/s [03/12 10:33:13] ppdet.engine INFO: Epoch: [38] [560/610] learning_rate: 0.230384 loss_vfl: 1.083988 loss_bbox: 0.513368 loss_dfl: 0.428748 loss: 2.033419 eta: 1 day, 19:20:46 batch_cost: 0.9233 data_cost: 0.0004 ips: 51.9877 images/s [03/12 10:33:35] ppdet.engine INFO: Epoch: [38] [580/610] learning_rate: 0.230368 loss_vfl: 1.088713 loss_bbox: 0.534472 loss_dfl: 0.432261 loss: 2.096021 eta: 1 day, 19:20:26 batch_cost: 0.9757 data_cost: 0.0004 ips: 49.1963 images/s [03/12 10:33:56] ppdet.engine INFO: Epoch: [38] [600/610] learning_rate: 0.230351 loss_vfl: 1.089885 loss_bbox: 0.537001 loss_dfl: 0.442136 loss: 2.045709 eta: 1 day, 19:19:54 batch_cost: 0.8879 data_cost: 0.0011 ips: 54.0630 images/s [03/12 10:34:14] ppdet.engine INFO: Epoch: [39] [ 0/610] learning_rate: 0.230343 loss_vfl: 1.195509 loss_bbox: 0.560735 loss_dfl: 0.458065 loss: 2.242406 eta: 1 day, 19:20:19 batch_cost: 1.1932 data_cost: 0.3551 ips: 40.2284 images/s [03/12 10:34:41] ppdet.engine INFO: Epoch: [39] [ 20/610] learning_rate: 0.230327 loss_vfl: 1.095317 loss_bbox: 0.550670 loss_dfl: 0.441131 loss: 2.090724 eta: 1 day, 19:20:33 batch_cost: 1.2321 data_cost: 0.0004 ips: 38.9571 images/s [03/12 10:35:02] ppdet.engine INFO: Epoch: [39] [ 40/610] learning_rate: 0.230311 loss_vfl: 1.152016 loss_bbox: 0.531526 loss_dfl: 0.430708 loss: 2.125132 eta: 1 day, 19:20:11 batch_cost: 0.9616 data_cost: 0.0005 ips: 49.9188 images/s [03/12 10:35:25] ppdet.engine INFO: Epoch: [39] [ 60/610] learning_rate: 0.230295 loss_vfl: 1.126706 loss_bbox: 0.522254 loss_dfl: 0.426261 loss: 2.087853 eta: 1 day, 19:20:04 batch_cost: 1.0765 data_cost: 0.0004 ips: 44.5881 images/s [03/12 10:35:47] ppdet.engine INFO: Epoch: [39] [ 80/610] learning_rate: 0.230278 loss_vfl: 1.050238 loss_bbox: 0.513557 loss_dfl: 0.410477 loss: 1.974087 eta: 1 day, 19:19:50 batch_cost: 1.0194 data_cost: 0.0004 ips: 47.0880 images/s [03/12 10:36:09] ppdet.engine INFO: Epoch: [39] [100/610] learning_rate: 0.230262 loss_vfl: 1.038277 loss_bbox: 0.520718 loss_dfl: 0.414563 loss: 1.966687 eta: 1 day, 19:19:24 batch_cost: 0.9328 data_cost: 0.0004 ips: 51.4579 images/s [03/12 10:36:31] ppdet.engine INFO: Epoch: [39] [120/610] learning_rate: 0.230246 loss_vfl: 1.079587 loss_bbox: 0.523060 loss_dfl: 0.429100 loss: 1.982140 eta: 1 day, 19:18:59 batch_cost: 0.9418 data_cost: 0.0004 ips: 50.9660 images/s [03/12 10:36:52] ppdet.engine INFO: Epoch: [39] [140/610] learning_rate: 0.230229 loss_vfl: 1.018046 loss_bbox: 0.509318 loss_dfl: 0.396627 loss: 1.902538 eta: 1 day, 19:18:41 batch_cost: 0.9949 data_cost: 0.0010 ips: 48.2443 images/s [03/12 10:37:13] ppdet.engine INFO: Epoch: [39] [160/610] learning_rate: 0.230213 loss_vfl: 1.153625 loss_bbox: 0.518573 loss_dfl: 0.425203 loss: 2.103563 eta: 1 day, 19:18:19 batch_cost: 0.9590 data_cost: 0.0004 ips: 50.0514 images/s [03/12 10:37:35] ppdet.engine INFO: Epoch: [39] [180/610] learning_rate: 0.230197 loss_vfl: 1.171220 loss_bbox: 0.572871 loss_dfl: 0.454581 loss: 2.202931 eta: 1 day, 19:17:59 batch_cost: 0.9784 data_cost: 0.0006 ips: 49.0574 images/s [03/12 10:37:57] ppdet.engine INFO: Epoch: [39] [200/610] learning_rate: 0.230180 loss_vfl: 1.089569 loss_bbox: 0.515626 loss_dfl: 0.423038 loss: 2.016833 eta: 1 day, 19:17:39 batch_cost: 0.9788 data_cost: 0.0012 ips: 49.0396 images/s [03/12 10:38:19] ppdet.engine INFO: Epoch: [39] [220/610] learning_rate: 0.230164 loss_vfl: 1.079333 loss_bbox: 0.532231 loss_dfl: 0.430851 loss: 2.048663 eta: 1 day, 19:17:27 batch_cost: 1.0342 data_cost: 0.0004 ips: 46.4133 images/s [03/12 10:38:41] ppdet.engine INFO: Epoch: [39] [240/610] learning_rate: 0.230148 loss_vfl: 1.151518 loss_bbox: 0.550829 loss_dfl: 0.438930 loss: 2.161256 eta: 1 day, 19:17:06 batch_cost: 0.9690 data_cost: 0.0004 ips: 49.5340 images/s [03/12 10:39:03] ppdet.engine INFO: Epoch: [39] [260/610] learning_rate: 0.230131 loss_vfl: 1.114676 loss_bbox: 0.528118 loss_dfl: 0.427716 loss: 2.072242 eta: 1 day, 19:16:45 batch_cost: 0.9696 data_cost: 0.0005 ips: 49.5048 images/s [03/12 10:39:27] ppdet.engine INFO: Epoch: [39] [280/610] learning_rate: 0.230115 loss_vfl: 1.141609 loss_bbox: 0.562706 loss_dfl: 0.448087 loss: 2.145054 eta: 1 day, 19:16:41 batch_cost: 1.1035 data_cost: 0.0005 ips: 43.4981 images/s [03/12 10:39:48] ppdet.engine INFO: Epoch: [39] [300/610] learning_rate: 0.230099 loss_vfl: 1.175395 loss_bbox: 0.577048 loss_dfl: 0.463312 loss: 2.222826 eta: 1 day, 19:16:15 batch_cost: 0.9275 data_cost: 0.0004 ips: 51.7529 images/s [03/12 10:40:11] ppdet.engine INFO: Epoch: [39] [320/610] learning_rate: 0.230082 loss_vfl: 1.085537 loss_bbox: 0.511980 loss_dfl: 0.407793 loss: 2.033425 eta: 1 day, 19:15:58 batch_cost: 1.0014 data_cost: 0.0004 ips: 47.9306 images/s [03/12 10:40:33] ppdet.engine INFO: Epoch: [39] [340/610] learning_rate: 0.230066 loss_vfl: 1.142662 loss_bbox: 0.561918 loss_dfl: 0.438354 loss: 2.151707 eta: 1 day, 19:15:34 batch_cost: 0.9463 data_cost: 0.0004 ips: 50.7215 images/s [03/12 10:40:55] ppdet.engine INFO: Epoch: [39] [360/610] learning_rate: 0.230049 loss_vfl: 1.125164 loss_bbox: 0.534485 loss_dfl: 0.429630 loss: 2.090760 eta: 1 day, 19:15:04 batch_cost: 0.9026 data_cost: 0.0005 ips: 53.1789 images/s [03/12 10:41:16] ppdet.engine INFO: Epoch: [39] [380/610] learning_rate: 0.230033 loss_vfl: 1.133277 loss_bbox: 0.548939 loss_dfl: 0.446211 loss: 2.121947 eta: 1 day, 19:14:46 batch_cost: 0.9890 data_cost: 0.0004 ips: 48.5359 images/s [03/12 10:41:38] ppdet.engine INFO: Epoch: [39] [400/610] learning_rate: 0.230016 loss_vfl: 1.117677 loss_bbox: 0.519479 loss_dfl: 0.427770 loss: 2.061977 eta: 1 day, 19:14:13 batch_cost: 0.8787 data_cost: 0.0011 ips: 54.6264 images/s [03/12 10:42:00] ppdet.engine INFO: Epoch: [39] [420/610] learning_rate: 0.230000 loss_vfl: 1.024074 loss_bbox: 0.459444 loss_dfl: 0.386222 loss: 1.848050 eta: 1 day, 19:13:39 batch_cost: 0.8749 data_cost: 0.0004 ips: 54.8608 images/s [03/12 10:42:22] ppdet.engine INFO: Epoch: [39] [440/610] learning_rate: 0.229983 loss_vfl: 1.086802 loss_bbox: 0.499451 loss_dfl: 0.422410 loss: 1.989481 eta: 1 day, 19:13:17 batch_cost: 0.9581 data_cost: 0.0004 ips: 50.0996 images/s [03/12 10:42:44] ppdet.engine INFO: Epoch: [39] [460/610] learning_rate: 0.229967 loss_vfl: 1.117734 loss_bbox: 0.546691 loss_dfl: 0.440235 loss: 2.144376 eta: 1 day, 19:12:47 batch_cost: 0.9012 data_cost: 0.0005 ips: 53.2617 images/s [03/12 10:43:07] ppdet.engine INFO: Epoch: [39] [480/610] learning_rate: 0.229950 loss_vfl: 1.113943 loss_bbox: 0.579686 loss_dfl: 0.447585 loss: 2.167096 eta: 1 day, 19:12:35 batch_cost: 1.0383 data_cost: 0.0004 ips: 46.2315 images/s [03/12 10:43:29] ppdet.engine INFO: Epoch: [39] [500/610] learning_rate: 0.229934 loss_vfl: 1.058257 loss_bbox: 0.520993 loss_dfl: 0.419189 loss: 1.988784 eta: 1 day, 19:12:15 batch_cost: 0.9756 data_cost: 0.0005 ips: 49.2009 images/s [03/12 10:43:51] ppdet.engine INFO: Epoch: [39] [520/610] learning_rate: 0.229917 loss_vfl: 1.126258 loss_bbox: 0.544703 loss_dfl: 0.449268 loss: 2.103810 eta: 1 day, 19:11:57 batch_cost: 0.9899 data_cost: 0.0004 ips: 48.4877 images/s [03/12 10:44:13] ppdet.engine INFO: Epoch: [39] [540/610] learning_rate: 0.229901 loss_vfl: 1.168737 loss_bbox: 0.562569 loss_dfl: 0.445884 loss: 2.192559 eta: 1 day, 19:11:35 batch_cost: 0.9617 data_cost: 0.0008 ips: 49.9137 images/s [03/12 10:44:34] ppdet.engine INFO: Epoch: [39] [560/610] learning_rate: 0.229884 loss_vfl: 1.180396 loss_bbox: 0.579683 loss_dfl: 0.460693 loss: 2.246890 eta: 1 day, 19:11:14 batch_cost: 0.9727 data_cost: 0.0004 ips: 49.3484 images/s [03/12 10:44:55] ppdet.engine INFO: Epoch: [39] [580/610] learning_rate: 0.229867 loss_vfl: 1.134116 loss_bbox: 0.561129 loss_dfl: 0.447570 loss: 2.128370 eta: 1 day, 19:10:52 batch_cost: 0.9582 data_cost: 0.0008 ips: 50.0954 images/s [03/12 10:45:16] ppdet.engine INFO: Epoch: [39] [600/610] learning_rate: 0.229851 loss_vfl: 1.119369 loss_bbox: 0.522582 loss_dfl: 0.424003 loss: 2.049309 eta: 1 day, 19:10:27 batch_cost: 0.9455 data_cost: 0.0009 ips: 50.7670 images/s [03/12 10:45:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 10:45:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 10:45:26] ppdet.engine INFO: Eval iter: 0 [03/12 10:45:47] ppdet.engine INFO: Eval iter: 100 [03/12 10:45:57] ppdet.engine INFO: Eval iter: 200 [03/12 10:46:07] ppdet.engine INFO: Eval iter: 300 [03/12 10:46:16] ppdet.engine INFO: Eval iter: 400 [03/12 10:46:26] ppdet.engine INFO: Eval iter: 500 [03/12 10:46:36] ppdet.engine INFO: Eval iter: 600 [03/12 10:46:50] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.56s) creating index... index created! [03/12 10:46:50] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.76s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=60.05s). Accumulating evaluation results... DONE (t=12.16s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.317 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.473 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.337 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.121 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 ] = 0.509 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.281 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.447 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 ] = 0.205 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 ] = 0.715 [03/12 10:48:10] ppdet.engine INFO: Total sample number: 4952, averge FPS: 67.04660077883925 [03/12 10:48:10] ppdet.engine INFO: Best test bbox ap is 0.317. [03/12 10:48:10] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 10:48:11] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 10:48:11] ppdet.engine INFO: Epoch: [40] [ 0/610] learning_rate: 0.229843 loss_vfl: 1.102995 loss_bbox: 0.533526 loss_dfl: 0.436308 loss: 2.061675 eta: 1 day, 19:09:43 batch_cost: 0.6836 data_cost: 0.0004 ips: 70.2143 images/s [03/12 10:48:36] ppdet.engine INFO: Epoch: [40] [ 20/610] learning_rate: 0.229826 loss_vfl: 1.113474 loss_bbox: 0.570289 loss_dfl: 0.443179 loss: 2.102790 eta: 1 day, 19:09:22 batch_cost: 0.9699 data_cost: 0.0004 ips: 49.4911 images/s [03/12 10:48:56] ppdet.engine INFO: Epoch: [40] [ 40/610] learning_rate: 0.229809 loss_vfl: 1.104089 loss_bbox: 0.529335 loss_dfl: 0.424524 loss: 2.108241 eta: 1 day, 19:08:57 batch_cost: 0.9405 data_cost: 0.0004 ips: 51.0392 images/s [03/12 10:49:19] ppdet.engine INFO: Epoch: [40] [ 60/610] learning_rate: 0.229793 loss_vfl: 1.071936 loss_bbox: 0.492836 loss_dfl: 0.405290 loss: 1.971814 eta: 1 day, 19:08:41 batch_cost: 0.9998 data_cost: 0.0004 ips: 48.0095 images/s [03/12 10:49:41] ppdet.engine INFO: Epoch: [40] [ 80/610] learning_rate: 0.229776 loss_vfl: 1.120842 loss_bbox: 0.526030 loss_dfl: 0.430607 loss: 2.091802 eta: 1 day, 19:08:27 batch_cost: 1.0284 data_cost: 0.0004 ips: 46.6762 images/s [03/12 10:50:03] ppdet.engine INFO: Epoch: [40] [100/610] learning_rate: 0.229759 loss_vfl: 1.129727 loss_bbox: 0.507395 loss_dfl: 0.434383 loss: 2.064770 eta: 1 day, 19:08:07 batch_cost: 0.9757 data_cost: 0.0004 ips: 49.1961 images/s [03/12 10:50:25] ppdet.engine INFO: Epoch: [40] [120/610] learning_rate: 0.229743 loss_vfl: 1.119337 loss_bbox: 0.532156 loss_dfl: 0.437168 loss: 2.081460 eta: 1 day, 19:07:46 batch_cost: 0.9689 data_cost: 0.0004 ips: 49.5410 images/s [03/12 10:50:47] ppdet.engine INFO: Epoch: [40] [140/610] learning_rate: 0.229726 loss_vfl: 1.116887 loss_bbox: 0.549731 loss_dfl: 0.438650 loss: 2.092507 eta: 1 day, 19:07:25 batch_cost: 0.9717 data_cost: 0.0004 ips: 49.3963 images/s [03/12 10:51:09] ppdet.engine INFO: Epoch: [40] [160/610] learning_rate: 0.229709 loss_vfl: 1.068879 loss_bbox: 0.492096 loss_dfl: 0.407684 loss: 1.966212 eta: 1 day, 19:07:07 batch_cost: 0.9875 data_cost: 0.0004 ips: 48.6078 images/s [03/12 10:51:32] ppdet.engine INFO: Epoch: [40] [180/610] learning_rate: 0.229692 loss_vfl: 1.076757 loss_bbox: 0.518255 loss_dfl: 0.421918 loss: 2.005505 eta: 1 day, 19:06:51 batch_cost: 1.0084 data_cost: 0.0005 ips: 47.6015 images/s [03/12 10:51:54] ppdet.engine INFO: Epoch: [40] [200/610] learning_rate: 0.229676 loss_vfl: 1.170913 loss_bbox: 0.579025 loss_dfl: 0.454500 loss: 2.202350 eta: 1 day, 19:06:35 batch_cost: 1.0099 data_cost: 0.0007 ips: 47.5297 images/s [03/12 10:52:14] ppdet.engine INFO: Epoch: [40] [220/610] learning_rate: 0.229659 loss_vfl: 1.118889 loss_bbox: 0.531914 loss_dfl: 0.430947 loss: 2.096073 eta: 1 day, 19:06:07 batch_cost: 0.9096 data_cost: 0.0004 ips: 52.7695 images/s [03/12 10:52:37] ppdet.engine INFO: Epoch: [40] [240/610] learning_rate: 0.229642 loss_vfl: 1.169867 loss_bbox: 0.549527 loss_dfl: 0.448537 loss: 2.176632 eta: 1 day, 19:05:47 batch_cost: 0.9821 data_cost: 0.0004 ips: 48.8754 images/s [03/12 10:52:58] ppdet.engine INFO: Epoch: [40] [260/610] learning_rate: 0.229625 loss_vfl: 1.199879 loss_bbox: 0.582588 loss_dfl: 0.470220 loss: 2.266524 eta: 1 day, 19:05:20 batch_cost: 0.9209 data_cost: 0.0010 ips: 52.1201 images/s [03/12 10:53:20] ppdet.engine INFO: Epoch: [40] [280/610] learning_rate: 0.229609 loss_vfl: 1.145190 loss_bbox: 0.537209 loss_dfl: 0.435936 loss: 2.111096 eta: 1 day, 19:05:03 batch_cost: 0.9981 data_cost: 0.0004 ips: 48.0893 images/s [03/12 10:53:41] ppdet.engine INFO: Epoch: [40] [300/610] learning_rate: 0.229592 loss_vfl: 1.122747 loss_bbox: 0.563895 loss_dfl: 0.448724 loss: 2.138485 eta: 1 day, 19:04:33 batch_cost: 0.9012 data_cost: 0.0010 ips: 53.2646 images/s [03/12 10:54:03] ppdet.engine INFO: Epoch: [40] [320/610] learning_rate: 0.229575 loss_vfl: 1.226866 loss_bbox: 0.582912 loss_dfl: 0.476301 loss: 2.307400 eta: 1 day, 19:04:07 batch_cost: 0.9232 data_cost: 0.0004 ips: 51.9937 images/s [03/12 10:54:24] ppdet.engine INFO: Epoch: [40] [340/610] learning_rate: 0.229558 loss_vfl: 1.125926 loss_bbox: 0.534073 loss_dfl: 0.429816 loss: 2.080316 eta: 1 day, 19:03:45 batch_cost: 0.9626 data_cost: 0.0004 ips: 49.8655 images/s [03/12 10:54:46] ppdet.engine INFO: Epoch: [40] [360/610] learning_rate: 0.229541 loss_vfl: 1.122413 loss_bbox: 0.516968 loss_dfl: 0.425872 loss: 2.046302 eta: 1 day, 19:03:21 batch_cost: 0.9472 data_cost: 0.0008 ips: 50.6741 images/s [03/12 10:55:07] ppdet.engine INFO: Epoch: [40] [380/610] learning_rate: 0.229525 loss_vfl: 1.178846 loss_bbox: 0.563159 loss_dfl: 0.445937 loss: 2.201960 eta: 1 day, 19:02:53 batch_cost: 0.9102 data_cost: 0.0004 ips: 52.7378 images/s [03/12 10:55:29] ppdet.engine INFO: Epoch: [40] [400/610] learning_rate: 0.229508 loss_vfl: 1.095371 loss_bbox: 0.506248 loss_dfl: 0.430249 loss: 2.031990 eta: 1 day, 19:02:27 batch_cost: 0.9293 data_cost: 0.0004 ips: 51.6522 images/s [03/12 10:55:51] ppdet.engine INFO: Epoch: [40] [420/610] learning_rate: 0.229491 loss_vfl: 1.128984 loss_bbox: 0.566972 loss_dfl: 0.451974 loss: 2.180243 eta: 1 day, 19:02:15 batch_cost: 1.0453 data_cost: 0.0004 ips: 45.9188 images/s [03/12 10:56:13] ppdet.engine INFO: Epoch: [40] [440/610] learning_rate: 0.229474 loss_vfl: 1.029853 loss_bbox: 0.491029 loss_dfl: 0.398949 loss: 1.897079 eta: 1 day, 19:01:47 batch_cost: 0.9070 data_cost: 0.0004 ips: 52.9213 images/s [03/12 10:56:33] ppdet.engine INFO: Epoch: [40] [460/610] learning_rate: 0.229457 loss_vfl: 1.124391 loss_bbox: 0.558030 loss_dfl: 0.447867 loss: 2.111441 eta: 1 day, 19:01:19 batch_cost: 0.9169 data_cost: 0.0004 ips: 52.3505 images/s [03/12 10:56:55] ppdet.engine INFO: Epoch: [40] [480/610] learning_rate: 0.229440 loss_vfl: 1.096122 loss_bbox: 0.515371 loss_dfl: 0.424460 loss: 2.033146 eta: 1 day, 19:00:59 batch_cost: 0.9797 data_cost: 0.0004 ips: 48.9942 images/s [03/12 10:57:17] ppdet.engine INFO: Epoch: [40] [500/610] learning_rate: 0.229423 loss_vfl: 1.151004 loss_bbox: 0.572870 loss_dfl: 0.453937 loss: 2.239981 eta: 1 day, 19:00:38 batch_cost: 0.9676 data_cost: 0.0004 ips: 49.6060 images/s [03/12 10:57:39] ppdet.engine INFO: Epoch: [40] [520/610] learning_rate: 0.229406 loss_vfl: 1.073201 loss_bbox: 0.499990 loss_dfl: 0.408057 loss: 1.988000 eta: 1 day, 19:00:16 batch_cost: 0.9595 data_cost: 0.0005 ips: 50.0256 images/s [03/12 10:58:00] ppdet.engine INFO: Epoch: [40] [540/610] learning_rate: 0.229389 loss_vfl: 1.092688 loss_bbox: 0.547205 loss_dfl: 0.443723 loss: 2.078803 eta: 1 day, 18:59:53 batch_cost: 0.9496 data_cost: 0.0006 ips: 50.5482 images/s [03/12 10:58:23] ppdet.engine INFO: Epoch: [40] [560/610] learning_rate: 0.229372 loss_vfl: 1.145831 loss_bbox: 0.561878 loss_dfl: 0.441192 loss: 2.164220 eta: 1 day, 18:59:35 batch_cost: 0.9902 data_cost: 0.0006 ips: 48.4745 images/s [03/12 10:58:44] ppdet.engine INFO: Epoch: [40] [580/610] learning_rate: 0.229355 loss_vfl: 1.071700 loss_bbox: 0.496580 loss_dfl: 0.417542 loss: 1.974304 eta: 1 day, 18:59:15 batch_cost: 0.9757 data_cost: 0.0004 ips: 49.1976 images/s [03/12 10:59:06] ppdet.engine INFO: Epoch: [40] [600/610] learning_rate: 0.229338 loss_vfl: 1.135808 loss_bbox: 0.535912 loss_dfl: 0.427479 loss: 2.099964 eta: 1 day, 18:58:50 batch_cost: 0.9428 data_cost: 0.0005 ips: 50.9144 images/s [03/12 10:59:25] ppdet.engine INFO: Epoch: [41] [ 0/610] learning_rate: 0.229330 loss_vfl: 1.089951 loss_bbox: 0.516720 loss_dfl: 0.420640 loss: 2.021949 eta: 1 day, 18:59:12 batch_cost: 1.2348 data_cost: 0.4323 ips: 38.8719 images/s [03/12 10:59:52] ppdet.engine INFO: Epoch: [41] [ 20/610] learning_rate: 0.229313 loss_vfl: 1.117588 loss_bbox: 0.546481 loss_dfl: 0.433869 loss: 2.087337 eta: 1 day, 18:59:21 batch_cost: 1.2122 data_cost: 0.1045 ips: 39.5969 images/s [03/12 11:00:13] ppdet.engine INFO: Epoch: [41] [ 40/610] learning_rate: 0.229296 loss_vfl: 1.007464 loss_bbox: 0.497134 loss_dfl: 0.392717 loss: 1.890988 eta: 1 day, 18:58:48 batch_cost: 0.8739 data_cost: 0.0004 ips: 54.9262 images/s [03/12 11:00:35] ppdet.engine INFO: Epoch: [41] [ 60/610] learning_rate: 0.229279 loss_vfl: 1.081950 loss_bbox: 0.486709 loss_dfl: 0.401814 loss: 1.959259 eta: 1 day, 18:58:25 batch_cost: 0.9499 data_cost: 0.0004 ips: 50.5326 images/s [03/12 11:00:57] ppdet.engine INFO: Epoch: [41] [ 80/610] learning_rate: 0.229262 loss_vfl: 1.075701 loss_bbox: 0.511210 loss_dfl: 0.408896 loss: 2.000169 eta: 1 day, 18:58:07 batch_cost: 0.9930 data_cost: 0.0004 ips: 48.3398 images/s [03/12 11:01:19] ppdet.engine INFO: Epoch: [41] [100/610] learning_rate: 0.229245 loss_vfl: 1.088521 loss_bbox: 0.493652 loss_dfl: 0.412309 loss: 1.982242 eta: 1 day, 18:57:42 batch_cost: 0.9372 data_cost: 0.0004 ips: 51.2163 images/s [03/12 11:01:40] ppdet.engine INFO: Epoch: [41] [120/610] learning_rate: 0.229227 loss_vfl: 1.146781 loss_bbox: 0.544170 loss_dfl: 0.447811 loss: 2.133642 eta: 1 day, 18:57:23 batch_cost: 0.9826 data_cost: 0.0004 ips: 48.8496 images/s [03/12 11:02:03] ppdet.engine INFO: Epoch: [41] [140/610] learning_rate: 0.229210 loss_vfl: 1.167811 loss_bbox: 0.559316 loss_dfl: 0.460042 loss: 2.199332 eta: 1 day, 18:57:05 batch_cost: 0.9933 data_cost: 0.0005 ips: 48.3221 images/s [03/12 11:02:24] ppdet.engine INFO: Epoch: [41] [160/610] learning_rate: 0.229193 loss_vfl: 1.160813 loss_bbox: 0.559488 loss_dfl: 0.449911 loss: 2.177408 eta: 1 day, 18:56:50 batch_cost: 1.0121 data_cost: 0.0004 ips: 47.4243 images/s [03/12 11:02:46] ppdet.engine INFO: Epoch: [41] [180/610] learning_rate: 0.229176 loss_vfl: 1.155994 loss_bbox: 0.544793 loss_dfl: 0.440348 loss: 2.135578 eta: 1 day, 18:56:19 batch_cost: 0.8886 data_cost: 0.0006 ips: 54.0181 images/s [03/12 11:03:07] ppdet.engine INFO: Epoch: [41] [200/610] learning_rate: 0.229159 loss_vfl: 1.136736 loss_bbox: 0.567805 loss_dfl: 0.449597 loss: 2.145949 eta: 1 day, 18:55:57 batch_cost: 0.9615 data_cost: 0.0004 ips: 49.9200 images/s [03/12 11:03:29] ppdet.engine INFO: Epoch: [41] [220/610] learning_rate: 0.229142 loss_vfl: 1.171307 loss_bbox: 0.563340 loss_dfl: 0.456381 loss: 2.223625 eta: 1 day, 18:55:32 batch_cost: 0.9404 data_cost: 0.0004 ips: 51.0421 images/s [03/12 11:03:51] ppdet.engine INFO: Epoch: [41] [240/610] learning_rate: 0.229125 loss_vfl: 1.108356 loss_bbox: 0.539955 loss_dfl: 0.438860 loss: 2.085510 eta: 1 day, 18:55:03 batch_cost: 0.9042 data_cost: 0.0004 ips: 53.0854 images/s [03/12 11:04:13] ppdet.engine INFO: Epoch: [41] [260/610] learning_rate: 0.229107 loss_vfl: 1.109452 loss_bbox: 0.533949 loss_dfl: 0.426422 loss: 2.075742 eta: 1 day, 18:54:46 batch_cost: 0.9960 data_cost: 0.0004 ips: 48.1927 images/s [03/12 11:04:35] ppdet.engine INFO: Epoch: [41] [280/610] learning_rate: 0.229090 loss_vfl: 1.076287 loss_bbox: 0.523917 loss_dfl: 0.421675 loss: 2.036298 eta: 1 day, 18:54:26 batch_cost: 0.9810 data_cost: 0.0009 ips: 48.9315 images/s [03/12 11:04:56] ppdet.engine INFO: Epoch: [41] [300/610] learning_rate: 0.229073 loss_vfl: 1.100884 loss_bbox: 0.547090 loss_dfl: 0.433815 loss: 2.063959 eta: 1 day, 18:54:05 batch_cost: 0.9658 data_cost: 0.0004 ips: 49.6977 images/s [03/12 11:05:17] ppdet.engine INFO: Epoch: [41] [320/610] learning_rate: 0.229056 loss_vfl: 1.114008 loss_bbox: 0.550373 loss_dfl: 0.428488 loss: 2.095961 eta: 1 day, 18:53:37 batch_cost: 0.9088 data_cost: 0.0004 ips: 52.8154 images/s [03/12 11:05:40] ppdet.engine INFO: Epoch: [41] [340/610] learning_rate: 0.229039 loss_vfl: 1.108281 loss_bbox: 0.517401 loss_dfl: 0.413427 loss: 2.057145 eta: 1 day, 18:53:19 batch_cost: 0.9977 data_cost: 0.0009 ips: 48.1117 images/s [03/12 11:06:01] ppdet.engine INFO: Epoch: [41] [360/610] learning_rate: 0.229021 loss_vfl: 1.144980 loss_bbox: 0.579796 loss_dfl: 0.447986 loss: 2.171691 eta: 1 day, 18:52:54 batch_cost: 0.9313 data_cost: 0.0004 ips: 51.5403 images/s [03/12 11:06:21] ppdet.engine INFO: Epoch: [41] [380/610] learning_rate: 0.229004 loss_vfl: 1.139360 loss_bbox: 0.554212 loss_dfl: 0.440160 loss: 2.146507 eta: 1 day, 18:52:22 batch_cost: 0.8785 data_cost: 0.0005 ips: 54.6394 images/s [03/12 11:06:45] ppdet.engine INFO: Epoch: [41] [400/610] learning_rate: 0.228987 loss_vfl: 1.086273 loss_bbox: 0.520906 loss_dfl: 0.415060 loss: 1.993116 eta: 1 day, 18:52:15 batch_cost: 1.0831 data_cost: 0.0007 ips: 44.3177 images/s [03/12 11:07:08] ppdet.engine INFO: Epoch: [41] [420/610] learning_rate: 0.228970 loss_vfl: 1.128209 loss_bbox: 0.529523 loss_dfl: 0.433346 loss: 2.101333 eta: 1 day, 18:52:02 batch_cost: 1.0288 data_cost: 0.0004 ips: 46.6551 images/s [03/12 11:07:30] ppdet.engine INFO: Epoch: [41] [440/610] learning_rate: 0.228952 loss_vfl: 1.157174 loss_bbox: 0.541846 loss_dfl: 0.439432 loss: 2.146810 eta: 1 day, 18:51:43 batch_cost: 0.9881 data_cost: 0.0004 ips: 48.5771 images/s [03/12 11:07:51] ppdet.engine INFO: Epoch: [41] [460/610] learning_rate: 0.228935 loss_vfl: 1.116131 loss_bbox: 0.534214 loss_dfl: 0.433622 loss: 2.076050 eta: 1 day, 18:51:19 batch_cost: 0.9441 data_cost: 0.0004 ips: 50.8406 images/s [03/12 11:08:13] ppdet.engine INFO: Epoch: [41] [480/610] learning_rate: 0.228918 loss_vfl: 1.111535 loss_bbox: 0.544758 loss_dfl: 0.427433 loss: 2.079852 eta: 1 day, 18:51:03 batch_cost: 1.0044 data_cost: 0.0004 ips: 47.7903 images/s [03/12 11:08:35] ppdet.engine INFO: Epoch: [41] [500/610] learning_rate: 0.228900 loss_vfl: 1.147431 loss_bbox: 0.550671 loss_dfl: 0.437505 loss: 2.123522 eta: 1 day, 18:50:39 batch_cost: 0.9454 data_cost: 0.0009 ips: 50.7698 images/s [03/12 11:08:56] ppdet.engine INFO: Epoch: [41] [520/610] learning_rate: 0.228883 loss_vfl: 1.094158 loss_bbox: 0.532204 loss_dfl: 0.433715 loss: 2.042937 eta: 1 day, 18:50:17 batch_cost: 0.9603 data_cost: 0.0004 ips: 49.9859 images/s [03/12 11:09:18] ppdet.engine INFO: Epoch: [41] [540/610] learning_rate: 0.228866 loss_vfl: 1.114882 loss_bbox: 0.529684 loss_dfl: 0.434359 loss: 2.098975 eta: 1 day, 18:49:58 batch_cost: 0.9804 data_cost: 0.0004 ips: 48.9578 images/s [03/12 11:09:41] ppdet.engine INFO: Epoch: [41] [560/610] learning_rate: 0.228848 loss_vfl: 1.159752 loss_bbox: 0.556478 loss_dfl: 0.450237 loss: 2.189209 eta: 1 day, 18:49:37 batch_cost: 0.9757 data_cost: 0.0015 ips: 49.1979 images/s [03/12 11:10:03] ppdet.engine INFO: Epoch: [41] [580/610] learning_rate: 0.228831 loss_vfl: 1.139095 loss_bbox: 0.547082 loss_dfl: 0.432777 loss: 2.109881 eta: 1 day, 18:49:14 batch_cost: 0.9476 data_cost: 0.0004 ips: 50.6534 images/s [03/12 11:10:25] ppdet.engine INFO: Epoch: [41] [600/610] learning_rate: 0.228814 loss_vfl: 1.136206 loss_bbox: 0.556627 loss_dfl: 0.443557 loss: 2.142895 eta: 1 day, 18:48:49 batch_cost: 0.9385 data_cost: 0.0005 ips: 51.1450 images/s [03/12 11:10:45] ppdet.engine INFO: Epoch: [42] [ 0/610] learning_rate: 0.228805 loss_vfl: 1.173032 loss_bbox: 0.527881 loss_dfl: 0.448799 loss: 2.165898 eta: 1 day, 18:49:16 batch_cost: 1.2828 data_cost: 0.3282 ips: 37.4178 images/s [03/12 11:11:10] ppdet.engine INFO: Epoch: [42] [ 20/610] learning_rate: 0.228787 loss_vfl: 1.035602 loss_bbox: 0.478122 loss_dfl: 0.388181 loss: 1.935530 eta: 1 day, 18:49:14 batch_cost: 1.1187 data_cost: 0.0008 ips: 42.9081 images/s [03/12 11:11:34] ppdet.engine INFO: Epoch: [42] [ 40/610] learning_rate: 0.228770 loss_vfl: 1.070931 loss_bbox: 0.499009 loss_dfl: 0.415181 loss: 1.997428 eta: 1 day, 18:49:03 batch_cost: 1.0542 data_cost: 0.0010 ips: 45.5319 images/s [03/12 11:11:57] ppdet.engine INFO: Epoch: [42] [ 60/610] learning_rate: 0.228753 loss_vfl: 1.069283 loss_bbox: 0.505154 loss_dfl: 0.416712 loss: 2.023034 eta: 1 day, 18:48:52 batch_cost: 1.0482 data_cost: 0.0004 ips: 45.7923 images/s [03/12 11:12:18] ppdet.engine INFO: Epoch: [42] [ 80/610] learning_rate: 0.228735 loss_vfl: 1.143552 loss_bbox: 0.548685 loss_dfl: 0.453811 loss: 2.164722 eta: 1 day, 18:48:30 batch_cost: 0.9584 data_cost: 0.0004 ips: 50.0832 images/s [03/12 11:12:41] ppdet.engine INFO: Epoch: [42] [100/610] learning_rate: 0.228718 loss_vfl: 1.152543 loss_bbox: 0.563296 loss_dfl: 0.446987 loss: 2.176635 eta: 1 day, 18:48:16 batch_cost: 1.0291 data_cost: 0.0006 ips: 46.6416 images/s [03/12 11:13:03] ppdet.engine INFO: Epoch: [42] [120/610] learning_rate: 0.228700 loss_vfl: 1.095772 loss_bbox: 0.533966 loss_dfl: 0.441024 loss: 2.074155 eta: 1 day, 18:47:59 batch_cost: 1.0009 data_cost: 0.0004 ips: 47.9550 images/s [03/12 11:13:24] ppdet.engine INFO: Epoch: [42] [140/610] learning_rate: 0.228683 loss_vfl: 1.137097 loss_bbox: 0.553515 loss_dfl: 0.443716 loss: 2.123671 eta: 1 day, 18:47:36 batch_cost: 0.9465 data_cost: 0.0004 ips: 50.7126 images/s [03/12 11:13:48] ppdet.engine INFO: Epoch: [42] [160/610] learning_rate: 0.228665 loss_vfl: 1.198139 loss_bbox: 0.572220 loss_dfl: 0.467495 loss: 2.244228 eta: 1 day, 18:47:26 batch_cost: 1.0610 data_cost: 0.0004 ips: 45.2410 images/s [03/12 11:14:09] ppdet.engine INFO: Epoch: [42] [180/610] learning_rate: 0.228648 loss_vfl: 1.111081 loss_bbox: 0.535069 loss_dfl: 0.437373 loss: 2.081434 eta: 1 day, 18:47:06 batch_cost: 0.9726 data_cost: 0.0004 ips: 49.3500 images/s [03/12 11:14:30] ppdet.engine INFO: Epoch: [42] [200/610] learning_rate: 0.228630 loss_vfl: 1.077169 loss_bbox: 0.512242 loss_dfl: 0.424649 loss: 2.030802 eta: 1 day, 18:46:34 batch_cost: 0.8845 data_cost: 0.0004 ips: 54.2682 images/s [03/12 11:14:52] ppdet.engine INFO: Epoch: [42] [220/610] learning_rate: 0.228613 loss_vfl: 1.135217 loss_bbox: 0.531703 loss_dfl: 0.426212 loss: 2.069186 eta: 1 day, 18:46:17 batch_cost: 0.9973 data_cost: 0.0010 ips: 48.1318 images/s [03/12 11:15:14] ppdet.engine INFO: Epoch: [42] [240/610] learning_rate: 0.228595 loss_vfl: 1.103287 loss_bbox: 0.531273 loss_dfl: 0.433114 loss: 2.066726 eta: 1 day, 18:45:57 batch_cost: 0.9729 data_cost: 0.0009 ips: 49.3368 images/s [03/12 11:15:35] ppdet.engine INFO: Epoch: [42] [260/610] learning_rate: 0.228577 loss_vfl: 1.134286 loss_bbox: 0.523566 loss_dfl: 0.425954 loss: 2.080848 eta: 1 day, 18:45:27 batch_cost: 0.8988 data_cost: 0.0015 ips: 53.4023 images/s [03/12 11:15:58] ppdet.engine INFO: Epoch: [42] [280/610] learning_rate: 0.228560 loss_vfl: 1.100119 loss_bbox: 0.544797 loss_dfl: 0.436895 loss: 2.062349 eta: 1 day, 18:45:18 batch_cost: 1.0628 data_cost: 0.0004 ips: 45.1618 images/s [03/12 11:16:20] ppdet.engine INFO: Epoch: [42] [300/610] learning_rate: 0.228542 loss_vfl: 1.111649 loss_bbox: 0.520153 loss_dfl: 0.420489 loss: 2.052461 eta: 1 day, 18:44:55 batch_cost: 0.9584 data_cost: 0.0004 ips: 50.0827 images/s [03/12 11:16:43] ppdet.engine INFO: Epoch: [42] [320/610] learning_rate: 0.228525 loss_vfl: 1.117478 loss_bbox: 0.544979 loss_dfl: 0.428712 loss: 2.084417 eta: 1 day, 18:44:46 batch_cost: 1.0598 data_cost: 0.0004 ips: 45.2902 images/s [03/12 11:17:05] ppdet.engine INFO: Epoch: [42] [340/610] learning_rate: 0.228507 loss_vfl: 1.077256 loss_bbox: 0.537777 loss_dfl: 0.427785 loss: 2.080012 eta: 1 day, 18:44:31 batch_cost: 1.0216 data_cost: 0.0004 ips: 46.9864 images/s [03/12 11:17:29] ppdet.engine INFO: Epoch: [42] [360/610] learning_rate: 0.228489 loss_vfl: 1.109627 loss_bbox: 0.509108 loss_dfl: 0.424011 loss: 2.023408 eta: 1 day, 18:44:24 batch_cost: 1.0803 data_cost: 0.0004 ips: 44.4336 images/s [03/12 11:17:52] ppdet.engine INFO: Epoch: [42] [380/610] learning_rate: 0.228472 loss_vfl: 1.094220 loss_bbox: 0.535527 loss_dfl: 0.427303 loss: 2.073076 eta: 1 day, 18:44:04 batch_cost: 0.9817 data_cost: 0.0004 ips: 48.8924 images/s [03/12 11:18:13] ppdet.engine INFO: Epoch: [42] [400/610] learning_rate: 0.228454 loss_vfl: 1.132370 loss_bbox: 0.561632 loss_dfl: 0.453927 loss: 2.188959 eta: 1 day, 18:43:39 batch_cost: 0.9359 data_cost: 0.0004 ips: 51.2859 images/s [03/12 11:18:37] ppdet.engine INFO: Epoch: [42] [420/610] learning_rate: 0.228436 loss_vfl: 1.132761 loss_bbox: 0.530831 loss_dfl: 0.425016 loss: 2.089614 eta: 1 day, 18:43:23 batch_cost: 1.0073 data_cost: 0.0004 ips: 47.6523 images/s [03/12 11:18:58] ppdet.engine INFO: Epoch: [42] [440/610] learning_rate: 0.228419 loss_vfl: 1.092549 loss_bbox: 0.551560 loss_dfl: 0.434418 loss: 2.070676 eta: 1 day, 18:42:55 batch_cost: 0.9092 data_cost: 0.0004 ips: 52.7932 images/s [03/12 11:19:20] ppdet.engine INFO: Epoch: [42] [460/610] learning_rate: 0.228401 loss_vfl: 1.043772 loss_bbox: 0.510300 loss_dfl: 0.405969 loss: 1.934646 eta: 1 day, 18:42:37 batch_cost: 0.9909 data_cost: 0.0004 ips: 48.4395 images/s [03/12 11:19:42] ppdet.engine INFO: Epoch: [42] [480/610] learning_rate: 0.228383 loss_vfl: 1.163774 loss_bbox: 0.559927 loss_dfl: 0.450748 loss: 2.181705 eta: 1 day, 18:42:19 batch_cost: 0.9956 data_cost: 0.0004 ips: 48.2113 images/s [03/12 11:20:05] ppdet.engine INFO: Epoch: [42] [500/610] learning_rate: 0.228366 loss_vfl: 1.085219 loss_bbox: 0.522745 loss_dfl: 0.415519 loss: 2.005578 eta: 1 day, 18:42:02 batch_cost: 1.0002 data_cost: 0.0004 ips: 47.9904 images/s [03/12 11:20:28] ppdet.engine INFO: Epoch: [42] [520/610] learning_rate: 0.228348 loss_vfl: 1.164092 loss_bbox: 0.541554 loss_dfl: 0.435975 loss: 2.138659 eta: 1 day, 18:41:50 batch_cost: 1.0421 data_cost: 0.0004 ips: 46.0620 images/s [03/12 11:20:50] ppdet.engine INFO: Epoch: [42] [540/610] learning_rate: 0.228330 loss_vfl: 1.097554 loss_bbox: 0.507348 loss_dfl: 0.417790 loss: 2.007287 eta: 1 day, 18:41:30 batch_cost: 0.9824 data_cost: 0.0004 ips: 48.8608 images/s [03/12 11:21:13] ppdet.engine INFO: Epoch: [42] [560/610] learning_rate: 0.228312 loss_vfl: 1.054102 loss_bbox: 0.522742 loss_dfl: 0.430477 loss: 2.046799 eta: 1 day, 18:41:18 batch_cost: 1.0363 data_cost: 0.0004 ips: 46.3184 images/s [03/12 11:21:36] ppdet.engine INFO: Epoch: [42] [580/610] learning_rate: 0.228295 loss_vfl: 1.093679 loss_bbox: 0.506796 loss_dfl: 0.411900 loss: 2.050392 eta: 1 day, 18:40:56 batch_cost: 0.9660 data_cost: 0.0004 ips: 49.6900 images/s [03/12 11:21:57] ppdet.engine INFO: Epoch: [42] [600/610] learning_rate: 0.228277 loss_vfl: 1.168707 loss_bbox: 0.571077 loss_dfl: 0.457035 loss: 2.198210 eta: 1 day, 18:40:28 batch_cost: 0.9051 data_cost: 0.0005 ips: 53.0310 images/s [03/12 11:22:17] ppdet.engine INFO: Epoch: [43] [ 0/610] learning_rate: 0.228268 loss_vfl: 1.141738 loss_bbox: 0.548420 loss_dfl: 0.416993 loss: 2.123433 eta: 1 day, 18:40:56 batch_cost: 1.3163 data_cost: 0.5547 ips: 36.4664 images/s [03/12 11:22:42] ppdet.engine INFO: Epoch: [43] [ 20/610] learning_rate: 0.228250 loss_vfl: 1.102927 loss_bbox: 0.556106 loss_dfl: 0.442281 loss: 2.089072 eta: 1 day, 18:40:55 batch_cost: 1.1380 data_cost: 0.0004 ips: 42.1788 images/s [03/12 11:23:05] ppdet.engine INFO: Epoch: [43] [ 40/610] learning_rate: 0.228232 loss_vfl: 1.112958 loss_bbox: 0.542953 loss_dfl: 0.449803 loss: 2.103857 eta: 1 day, 18:40:45 batch_cost: 1.0563 data_cost: 0.0004 ips: 45.4409 images/s [03/12 11:23:26] ppdet.engine INFO: Epoch: [43] [ 60/610] learning_rate: 0.228215 loss_vfl: 1.079890 loss_bbox: 0.534128 loss_dfl: 0.430334 loss: 2.050781 eta: 1 day, 18:40:21 batch_cost: 0.9444 data_cost: 0.0004 ips: 50.8240 images/s [03/12 11:23:48] ppdet.engine INFO: Epoch: [43] [ 80/610] learning_rate: 0.228197 loss_vfl: 1.061650 loss_bbox: 0.508506 loss_dfl: 0.424568 loss: 1.977849 eta: 1 day, 18:40:02 batch_cost: 0.9886 data_cost: 0.0004 ips: 48.5530 images/s [03/12 11:24:10] ppdet.engine INFO: Epoch: [43] [100/610] learning_rate: 0.228179 loss_vfl: 1.106045 loss_bbox: 0.548468 loss_dfl: 0.429085 loss: 2.066880 eta: 1 day, 18:39:41 batch_cost: 0.9704 data_cost: 0.0004 ips: 49.4620 images/s [03/12 11:24:32] ppdet.engine INFO: Epoch: [43] [120/610] learning_rate: 0.228161 loss_vfl: 1.125472 loss_bbox: 0.543607 loss_dfl: 0.428944 loss: 2.063703 eta: 1 day, 18:39:21 batch_cost: 0.9765 data_cost: 0.0006 ips: 49.1571 images/s [03/12 11:24:55] ppdet.engine INFO: Epoch: [43] [140/610] learning_rate: 0.228143 loss_vfl: 1.065811 loss_bbox: 0.520661 loss_dfl: 0.413793 loss: 2.023598 eta: 1 day, 18:39:05 batch_cost: 1.0079 data_cost: 0.0004 ips: 47.6234 images/s [03/12 11:25:17] ppdet.engine INFO: Epoch: [43] [160/610] learning_rate: 0.228125 loss_vfl: 1.089525 loss_bbox: 0.531397 loss_dfl: 0.434796 loss: 2.053391 eta: 1 day, 18:38:49 batch_cost: 1.0132 data_cost: 0.0004 ips: 47.3762 images/s [03/12 11:25:38] ppdet.engine INFO: Epoch: [43] [180/610] learning_rate: 0.228107 loss_vfl: 1.066512 loss_bbox: 0.517853 loss_dfl: 0.425458 loss: 2.026355 eta: 1 day, 18:38:26 batch_cost: 0.9471 data_cost: 0.0011 ips: 50.6821 images/s [03/12 11:26:00] ppdet.engine INFO: Epoch: [43] [200/610] learning_rate: 0.228089 loss_vfl: 1.182085 loss_bbox: 0.556905 loss_dfl: 0.443342 loss: 2.185616 eta: 1 day, 18:38:04 batch_cost: 0.9634 data_cost: 0.0004 ips: 49.8213 images/s [03/12 11:26:22] ppdet.engine INFO: Epoch: [43] [220/610] learning_rate: 0.228071 loss_vfl: 1.149942 loss_bbox: 0.543529 loss_dfl: 0.457608 loss: 2.150201 eta: 1 day, 18:37:49 batch_cost: 1.0187 data_cost: 0.0004 ips: 47.1201 images/s [03/12 11:26:45] ppdet.engine INFO: Epoch: [43] [240/610] learning_rate: 0.228054 loss_vfl: 1.191420 loss_bbox: 0.556648 loss_dfl: 0.458599 loss: 2.212427 eta: 1 day, 18:37:28 batch_cost: 0.9706 data_cost: 0.0004 ips: 49.4516 images/s [03/12 11:27:07] ppdet.engine INFO: Epoch: [43] [260/610] learning_rate: 0.228036 loss_vfl: 1.137526 loss_bbox: 0.544154 loss_dfl: 0.442574 loss: 2.146151 eta: 1 day, 18:37:11 batch_cost: 1.0035 data_cost: 0.0004 ips: 47.8346 images/s [03/12 11:27:29] ppdet.engine INFO: Epoch: [43] [280/610] learning_rate: 0.228018 loss_vfl: 1.124121 loss_bbox: 0.547623 loss_dfl: 0.443713 loss: 2.125282 eta: 1 day, 18:36:48 batch_cost: 0.9531 data_cost: 0.0010 ips: 50.3612 images/s [03/12 11:27:50] ppdet.engine INFO: Epoch: [43] [300/610] learning_rate: 0.228000 loss_vfl: 1.087196 loss_bbox: 0.540766 loss_dfl: 0.426275 loss: 2.002767 eta: 1 day, 18:36:29 batch_cost: 0.9813 data_cost: 0.0004 ips: 48.9151 images/s [03/12 11:28:12] ppdet.engine INFO: Epoch: [43] [320/610] learning_rate: 0.227982 loss_vfl: 1.151056 loss_bbox: 0.554565 loss_dfl: 0.449277 loss: 2.168859 eta: 1 day, 18:36:07 batch_cost: 0.9584 data_cost: 0.0006 ips: 50.0826 images/s [03/12 11:28:34] ppdet.engine INFO: Epoch: [43] [340/610] learning_rate: 0.227964 loss_vfl: 1.090176 loss_bbox: 0.523790 loss_dfl: 0.420316 loss: 2.058220 eta: 1 day, 18:35:44 batch_cost: 0.9539 data_cost: 0.0004 ips: 50.3188 images/s [03/12 11:28:55] ppdet.engine INFO: Epoch: [43] [360/610] learning_rate: 0.227946 loss_vfl: 1.068373 loss_bbox: 0.516296 loss_dfl: 0.426491 loss: 2.028101 eta: 1 day, 18:35:18 batch_cost: 0.9243 data_cost: 0.0004 ips: 51.9299 images/s [03/12 11:29:17] ppdet.engine INFO: Epoch: [43] [380/610] learning_rate: 0.227928 loss_vfl: 1.168515 loss_bbox: 0.568754 loss_dfl: 0.454799 loss: 2.206504 eta: 1 day, 18:35:04 batch_cost: 1.0245 data_cost: 0.0004 ips: 46.8522 images/s [03/12 11:29:39] ppdet.engine INFO: Epoch: [43] [400/610] learning_rate: 0.227910 loss_vfl: 1.110213 loss_bbox: 0.543580 loss_dfl: 0.437739 loss: 2.089085 eta: 1 day, 18:34:47 batch_cost: 1.0037 data_cost: 0.0004 ips: 47.8252 images/s [03/12 11:30:01] ppdet.engine INFO: Epoch: [43] [420/610] learning_rate: 0.227891 loss_vfl: 1.035026 loss_bbox: 0.495580 loss_dfl: 0.409523 loss: 1.938087 eta: 1 day, 18:34:27 batch_cost: 0.9821 data_cost: 0.0004 ips: 48.8752 images/s [03/12 11:30:23] ppdet.engine INFO: Epoch: [43] [440/610] learning_rate: 0.227873 loss_vfl: 1.096086 loss_bbox: 0.507832 loss_dfl: 0.409118 loss: 2.035779 eta: 1 day, 18:34:10 batch_cost: 1.0032 data_cost: 0.0005 ips: 47.8456 images/s [03/12 11:30:45] ppdet.engine INFO: Epoch: [43] [460/610] learning_rate: 0.227855 loss_vfl: 1.091480 loss_bbox: 0.527802 loss_dfl: 0.414966 loss: 2.021941 eta: 1 day, 18:33:47 batch_cost: 0.9523 data_cost: 0.0004 ips: 50.4037 images/s [03/12 11:31:07] ppdet.engine INFO: Epoch: [43] [480/610] learning_rate: 0.227837 loss_vfl: 1.127115 loss_bbox: 0.541266 loss_dfl: 0.440527 loss: 2.129122 eta: 1 day, 18:33:32 batch_cost: 1.0141 data_cost: 0.0004 ips: 47.3320 images/s [03/12 11:31:30] ppdet.engine INFO: Epoch: [43] [500/610] learning_rate: 0.227819 loss_vfl: 1.132251 loss_bbox: 0.514692 loss_dfl: 0.424350 loss: 2.110558 eta: 1 day, 18:33:11 batch_cost: 0.9699 data_cost: 0.0016 ips: 49.4903 images/s [03/12 11:31:53] ppdet.engine INFO: Epoch: [43] [520/610] learning_rate: 0.227801 loss_vfl: 1.151262 loss_bbox: 0.560113 loss_dfl: 0.453022 loss: 2.150982 eta: 1 day, 18:32:55 batch_cost: 1.0111 data_cost: 0.0004 ips: 47.4720 images/s [03/12 11:32:15] ppdet.engine INFO: Epoch: [43] [540/610] learning_rate: 0.227783 loss_vfl: 1.137721 loss_bbox: 0.558125 loss_dfl: 0.445112 loss: 2.139188 eta: 1 day, 18:32:41 batch_cost: 1.0299 data_cost: 0.0004 ips: 46.6065 images/s [03/12 11:32:37] ppdet.engine INFO: Epoch: [43] [560/610] learning_rate: 0.227765 loss_vfl: 1.073597 loss_bbox: 0.526785 loss_dfl: 0.424558 loss: 2.017681 eta: 1 day, 18:32:22 batch_cost: 0.9836 data_cost: 0.0004 ips: 48.7994 images/s [03/12 11:32:58] ppdet.engine INFO: Epoch: [43] [580/610] learning_rate: 0.227747 loss_vfl: 1.163793 loss_bbox: 0.582285 loss_dfl: 0.450969 loss: 2.193784 eta: 1 day, 18:31:55 batch_cost: 0.9189 data_cost: 0.0004 ips: 52.2376 images/s [03/12 11:33:19] ppdet.engine INFO: Epoch: [43] [600/610] learning_rate: 0.227728 loss_vfl: 1.197383 loss_bbox: 0.588447 loss_dfl: 0.467575 loss: 2.296347 eta: 1 day, 18:31:32 batch_cost: 0.9493 data_cost: 0.0007 ips: 50.5611 images/s [03/12 11:33:39] ppdet.engine INFO: Epoch: [44] [ 0/610] learning_rate: 0.227719 loss_vfl: 1.129341 loss_bbox: 0.556580 loss_dfl: 0.434135 loss: 2.132640 eta: 1 day, 18:31:57 batch_cost: 1.2702 data_cost: 0.4348 ips: 37.7899 images/s [03/12 11:34:05] ppdet.engine INFO: Epoch: [44] [ 20/610] learning_rate: 0.227701 loss_vfl: 1.079783 loss_bbox: 0.506310 loss_dfl: 0.416800 loss: 2.005366 eta: 1 day, 18:32:04 batch_cost: 1.2045 data_cost: 0.0004 ips: 39.8504 images/s [03/12 11:34:26] ppdet.engine INFO: Epoch: [44] [ 40/610] learning_rate: 0.227683 loss_vfl: 1.155896 loss_bbox: 0.537261 loss_dfl: 0.433423 loss: 2.141652 eta: 1 day, 18:31:37 batch_cost: 0.9156 data_cost: 0.0004 ips: 52.4268 images/s [03/12 11:34:48] ppdet.engine INFO: Epoch: [44] [ 60/610] learning_rate: 0.227665 loss_vfl: 1.118381 loss_bbox: 0.519854 loss_dfl: 0.422813 loss: 2.052401 eta: 1 day, 18:31:20 batch_cost: 1.0032 data_cost: 0.0010 ips: 47.8451 images/s [03/12 11:35:10] ppdet.engine INFO: Epoch: [44] [ 80/610] learning_rate: 0.227646 loss_vfl: 1.195995 loss_bbox: 0.554822 loss_dfl: 0.463585 loss: 2.249145 eta: 1 day, 18:31:00 batch_cost: 0.9839 data_cost: 0.0004 ips: 48.7835 images/s [03/12 11:35:32] ppdet.engine INFO: Epoch: [44] [100/610] learning_rate: 0.227628 loss_vfl: 1.134236 loss_bbox: 0.561508 loss_dfl: 0.448814 loss: 2.137280 eta: 1 day, 18:30:38 batch_cost: 0.9556 data_cost: 0.0004 ips: 50.2308 images/s [03/12 11:35:53] ppdet.engine INFO: Epoch: [44] [120/610] learning_rate: 0.227610 loss_vfl: 1.121002 loss_bbox: 0.548778 loss_dfl: 0.435639 loss: 2.120389 eta: 1 day, 18:30:14 batch_cost: 0.9413 data_cost: 0.0004 ips: 50.9931 images/s [03/12 11:36:15] ppdet.engine INFO: Epoch: [44] [140/610] learning_rate: 0.227592 loss_vfl: 1.083238 loss_bbox: 0.503291 loss_dfl: 0.404157 loss: 1.971668 eta: 1 day, 18:29:54 batch_cost: 0.9798 data_cost: 0.0004 ips: 48.9920 images/s [03/12 11:36:37] ppdet.engine INFO: Epoch: [44] [160/610] learning_rate: 0.227573 loss_vfl: 1.105181 loss_bbox: 0.548123 loss_dfl: 0.440176 loss: 2.101660 eta: 1 day, 18:29:34 batch_cost: 0.9791 data_cost: 0.0010 ips: 49.0258 images/s [03/12 11:36:59] ppdet.engine INFO: Epoch: [44] [180/610] learning_rate: 0.227555 loss_vfl: 1.107707 loss_bbox: 0.500478 loss_dfl: 0.422835 loss: 2.034358 eta: 1 day, 18:29:21 batch_cost: 1.0347 data_cost: 0.0004 ips: 46.3903 images/s [03/12 11:37:21] ppdet.engine INFO: Epoch: [44] [200/610] learning_rate: 0.227537 loss_vfl: 1.136777 loss_bbox: 0.566689 loss_dfl: 0.459225 loss: 2.170849 eta: 1 day, 18:29:05 batch_cost: 1.0097 data_cost: 0.0009 ips: 47.5407 images/s [03/12 11:37:43] ppdet.engine INFO: Epoch: [44] [220/610] learning_rate: 0.227518 loss_vfl: 1.037765 loss_bbox: 0.510256 loss_dfl: 0.423697 loss: 1.988411 eta: 1 day, 18:28:42 batch_cost: 0.9539 data_cost: 0.0013 ips: 50.3185 images/s [03/12 11:38:05] ppdet.engine INFO: Epoch: [44] [240/610] learning_rate: 0.227500 loss_vfl: 1.068235 loss_bbox: 0.515905 loss_dfl: 0.413579 loss: 2.002987 eta: 1 day, 18:28:25 batch_cost: 1.0070 data_cost: 0.0004 ips: 47.6683 images/s [03/12 11:38:26] ppdet.engine INFO: Epoch: [44] [260/610] learning_rate: 0.227482 loss_vfl: 1.120155 loss_bbox: 0.529162 loss_dfl: 0.439512 loss: 2.112517 eta: 1 day, 18:27:59 batch_cost: 0.9256 data_cost: 0.0004 ips: 51.8571 images/s [03/12 11:38:49] ppdet.engine INFO: Epoch: [44] [280/610] learning_rate: 0.227463 loss_vfl: 1.115735 loss_bbox: 0.538796 loss_dfl: 0.436640 loss: 2.095187 eta: 1 day, 18:27:47 batch_cost: 1.0429 data_cost: 0.0004 ips: 46.0247 images/s [03/12 11:39:11] ppdet.engine INFO: Epoch: [44] [300/610] learning_rate: 0.227445 loss_vfl: 1.150481 loss_bbox: 0.545291 loss_dfl: 0.437255 loss: 2.145494 eta: 1 day, 18:27:26 batch_cost: 0.9732 data_cost: 0.0015 ips: 49.3205 images/s [03/12 11:39:33] ppdet.engine INFO: Epoch: [44] [320/610] learning_rate: 0.227427 loss_vfl: 1.174679 loss_bbox: 0.560387 loss_dfl: 0.463804 loss: 2.176270 eta: 1 day, 18:27:07 batch_cost: 0.9802 data_cost: 0.0004 ips: 48.9682 images/s [03/12 11:39:55] ppdet.engine INFO: Epoch: [44] [340/610] learning_rate: 0.227408 loss_vfl: 1.113573 loss_bbox: 0.536052 loss_dfl: 0.425272 loss: 2.059647 eta: 1 day, 18:26:44 batch_cost: 0.9550 data_cost: 0.0004 ips: 50.2634 images/s [03/12 11:40:16] ppdet.engine INFO: Epoch: [44] [360/610] learning_rate: 0.227390 loss_vfl: 1.084929 loss_bbox: 0.558835 loss_dfl: 0.435704 loss: 2.105472 eta: 1 day, 18:26:18 batch_cost: 0.9202 data_cost: 0.0004 ips: 52.1633 images/s [03/12 11:40:38] ppdet.engine INFO: Epoch: [44] [380/610] learning_rate: 0.227371 loss_vfl: 1.096956 loss_bbox: 0.529481 loss_dfl: 0.432902 loss: 2.058293 eta: 1 day, 18:25:58 batch_cost: 0.9814 data_cost: 0.0008 ips: 48.9082 images/s [03/12 11:40:59] ppdet.engine INFO: Epoch: [44] [400/610] learning_rate: 0.227353 loss_vfl: 1.113136 loss_bbox: 0.546146 loss_dfl: 0.429633 loss: 2.107803 eta: 1 day, 18:25:33 batch_cost: 0.9318 data_cost: 0.0004 ips: 51.5140 images/s [03/12 11:41:21] ppdet.engine INFO: Epoch: [44] [420/610] learning_rate: 0.227335 loss_vfl: 1.135026 loss_bbox: 0.554950 loss_dfl: 0.445032 loss: 2.144006 eta: 1 day, 18:25:11 batch_cost: 0.9566 data_cost: 0.0024 ips: 50.1774 images/s [03/12 11:41:42] ppdet.engine INFO: Epoch: [44] [440/610] learning_rate: 0.227316 loss_vfl: 1.154533 loss_bbox: 0.587504 loss_dfl: 0.467104 loss: 2.173021 eta: 1 day, 18:24:45 batch_cost: 0.9304 data_cost: 0.0006 ips: 51.5901 images/s [03/12 11:42:04] ppdet.engine INFO: Epoch: [44] [460/610] learning_rate: 0.227298 loss_vfl: 1.100619 loss_bbox: 0.521961 loss_dfl: 0.416243 loss: 2.015818 eta: 1 day, 18:24:20 batch_cost: 0.9297 data_cost: 0.0004 ips: 51.6280 images/s [03/12 11:42:26] ppdet.engine INFO: Epoch: [44] [480/610] learning_rate: 0.227279 loss_vfl: 1.102504 loss_bbox: 0.530454 loss_dfl: 0.432565 loss: 2.039237 eta: 1 day, 18:24:01 batch_cost: 0.9834 data_cost: 0.0004 ips: 48.8113 images/s [03/12 11:42:48] ppdet.engine INFO: Epoch: [44] [500/610] learning_rate: 0.227261 loss_vfl: 1.127126 loss_bbox: 0.529486 loss_dfl: 0.439891 loss: 2.075673 eta: 1 day, 18:23:33 batch_cost: 0.9091 data_cost: 0.0004 ips: 52.7994 images/s [03/12 11:43:10] ppdet.engine INFO: Epoch: [44] [520/610] learning_rate: 0.227242 loss_vfl: 1.136717 loss_bbox: 0.573452 loss_dfl: 0.448745 loss: 2.169829 eta: 1 day, 18:23:21 batch_cost: 1.0468 data_cost: 0.0004 ips: 45.8528 images/s [03/12 11:43:32] ppdet.engine INFO: Epoch: [44] [540/610] learning_rate: 0.227224 loss_vfl: 1.043254 loss_bbox: 0.482380 loss_dfl: 0.412385 loss: 1.946739 eta: 1 day, 18:23:00 batch_cost: 0.9733 data_cost: 0.0004 ips: 49.3152 images/s [03/12 11:43:55] ppdet.engine INFO: Epoch: [44] [560/610] learning_rate: 0.227205 loss_vfl: 1.136811 loss_bbox: 0.545401 loss_dfl: 0.432230 loss: 2.103181 eta: 1 day, 18:22:46 batch_cost: 1.0286 data_cost: 0.0004 ips: 46.6653 images/s [03/12 11:44:16] ppdet.engine INFO: Epoch: [44] [580/610] learning_rate: 0.227186 loss_vfl: 1.141944 loss_bbox: 0.586052 loss_dfl: 0.471997 loss: 2.192198 eta: 1 day, 18:22:27 batch_cost: 0.9839 data_cost: 0.0004 ips: 48.7866 images/s [03/12 11:44:37] ppdet.engine INFO: Epoch: [44] [600/610] learning_rate: 0.227168 loss_vfl: 1.145110 loss_bbox: 0.538933 loss_dfl: 0.444048 loss: 2.096726 eta: 1 day, 18:22:05 batch_cost: 0.9573 data_cost: 0.0008 ips: 50.1423 images/s [03/12 11:44:59] ppdet.engine INFO: Epoch: [45] [ 0/610] learning_rate: 0.227159 loss_vfl: 1.078219 loss_bbox: 0.544362 loss_dfl: 0.439802 loss: 2.070566 eta: 1 day, 18:22:38 batch_cost: 1.3661 data_cost: 0.5861 ips: 35.1369 images/s [03/12 11:45:23] ppdet.engine INFO: Epoch: [45] [ 20/610] learning_rate: 0.227140 loss_vfl: 1.075480 loss_bbox: 0.531181 loss_dfl: 0.426178 loss: 2.008028 eta: 1 day, 18:22:28 batch_cost: 1.0638 data_cost: 0.0005 ips: 45.1207 images/s [03/12 11:45:46] ppdet.engine INFO: Epoch: [45] [ 40/610] learning_rate: 0.227121 loss_vfl: 1.075527 loss_bbox: 0.511740 loss_dfl: 0.421114 loss: 2.008240 eta: 1 day, 18:22:11 batch_cost: 0.9992 data_cost: 0.0004 ips: 48.0401 images/s [03/12 11:46:06] ppdet.engine INFO: Epoch: [45] [ 60/610] learning_rate: 0.227103 loss_vfl: 1.137259 loss_bbox: 0.524550 loss_dfl: 0.420751 loss: 2.075016 eta: 1 day, 18:21:45 batch_cost: 0.9283 data_cost: 0.0004 ips: 51.7097 images/s [03/12 11:46:29] ppdet.engine INFO: Epoch: [45] [ 80/610] learning_rate: 0.227084 loss_vfl: 1.095810 loss_bbox: 0.525043 loss_dfl: 0.429323 loss: 2.043973 eta: 1 day, 18:21:34 batch_cost: 1.0594 data_cost: 0.0004 ips: 45.3103 images/s [03/12 11:46:51] ppdet.engine INFO: Epoch: [45] [100/610] learning_rate: 0.227066 loss_vfl: 1.117002 loss_bbox: 0.554272 loss_dfl: 0.439765 loss: 2.106648 eta: 1 day, 18:21:14 batch_cost: 0.9705 data_cost: 0.0031 ips: 49.4581 images/s [03/12 11:47:11] ppdet.engine INFO: Epoch: [45] [120/610] learning_rate: 0.227047 loss_vfl: 1.120297 loss_bbox: 0.529778 loss_dfl: 0.430433 loss: 2.080327 eta: 1 day, 18:20:49 batch_cost: 0.9352 data_cost: 0.0004 ips: 51.3242 images/s [03/12 11:47:33] ppdet.engine INFO: Epoch: [45] [140/610] learning_rate: 0.227028 loss_vfl: 1.106587 loss_bbox: 0.527309 loss_dfl: 0.429069 loss: 2.067709 eta: 1 day, 18:20:31 batch_cost: 0.9924 data_cost: 0.0004 ips: 48.3664 images/s [03/12 11:47:55] ppdet.engine INFO: Epoch: [45] [160/610] learning_rate: 0.227010 loss_vfl: 1.101487 loss_bbox: 0.534740 loss_dfl: 0.426908 loss: 2.064091 eta: 1 day, 18:20:11 batch_cost: 0.9802 data_cost: 0.0004 ips: 48.9678 images/s [03/12 11:48:17] ppdet.engine INFO: Epoch: [45] [180/610] learning_rate: 0.226991 loss_vfl: 1.105430 loss_bbox: 0.560709 loss_dfl: 0.452816 loss: 2.121411 eta: 1 day, 18:19:51 batch_cost: 0.9824 data_cost: 0.0004 ips: 48.8623 images/s [03/12 11:48:39] ppdet.engine INFO: Epoch: [45] [200/610] learning_rate: 0.226972 loss_vfl: 1.048014 loss_bbox: 0.491463 loss_dfl: 0.397166 loss: 1.921899 eta: 1 day, 18:19:28 batch_cost: 0.9481 data_cost: 0.0004 ips: 50.6283 images/s [03/12 11:49:01] ppdet.engine INFO: Epoch: [45] [220/610] learning_rate: 0.226954 loss_vfl: 1.155445 loss_bbox: 0.540739 loss_dfl: 0.445614 loss: 2.152092 eta: 1 day, 18:19:08 batch_cost: 0.9742 data_cost: 0.0004 ips: 49.2734 images/s [03/12 11:49:22] ppdet.engine INFO: Epoch: [45] [240/610] learning_rate: 0.226935 loss_vfl: 1.057676 loss_bbox: 0.520897 loss_dfl: 0.407265 loss: 1.959336 eta: 1 day, 18:18:43 batch_cost: 0.9367 data_cost: 0.0004 ips: 51.2457 images/s [03/12 11:49:45] ppdet.engine INFO: Epoch: [45] [260/610] learning_rate: 0.226916 loss_vfl: 1.071125 loss_bbox: 0.526820 loss_dfl: 0.430399 loss: 2.049622 eta: 1 day, 18:18:32 batch_cost: 1.0532 data_cost: 0.0004 ips: 45.5750 images/s [03/12 11:50:07] ppdet.engine INFO: Epoch: [45] [280/610] learning_rate: 0.226897 loss_vfl: 1.133451 loss_bbox: 0.529764 loss_dfl: 0.435477 loss: 2.085767 eta: 1 day, 18:18:12 batch_cost: 0.9778 data_cost: 0.0004 ips: 49.0882 images/s [03/12 11:50:29] ppdet.engine INFO: Epoch: [45] [300/610] learning_rate: 0.226879 loss_vfl: 1.149914 loss_bbox: 0.549943 loss_dfl: 0.442607 loss: 2.120295 eta: 1 day, 18:17:55 batch_cost: 1.0080 data_cost: 0.0004 ips: 47.6206 images/s [03/12 11:50:51] ppdet.engine INFO: Epoch: [45] [320/610] learning_rate: 0.226860 loss_vfl: 1.141944 loss_bbox: 0.523876 loss_dfl: 0.433279 loss: 2.085538 eta: 1 day, 18:17:36 batch_cost: 0.9830 data_cost: 0.0004 ips: 48.8311 images/s [03/12 11:51:14] ppdet.engine INFO: Epoch: [45] [340/610] learning_rate: 0.226841 loss_vfl: 1.164662 loss_bbox: 0.549969 loss_dfl: 0.441055 loss: 2.181723 eta: 1 day, 18:17:17 batch_cost: 0.9853 data_cost: 0.0004 ips: 48.7169 images/s [03/12 11:51:37] ppdet.engine INFO: Epoch: [45] [360/610] learning_rate: 0.226822 loss_vfl: 1.036982 loss_bbox: 0.505652 loss_dfl: 0.410243 loss: 1.959029 eta: 1 day, 18:16:59 batch_cost: 1.0012 data_cost: 0.0006 ips: 47.9448 images/s [03/12 11:51:58] ppdet.engine INFO: Epoch: [45] [380/610] learning_rate: 0.226803 loss_vfl: 1.068091 loss_bbox: 0.525877 loss_dfl: 0.422259 loss: 2.044958 eta: 1 day, 18:16:35 batch_cost: 0.9403 data_cost: 0.0004 ips: 51.0489 images/s [03/12 11:52:18] ppdet.engine INFO: Epoch: [45] [400/610] learning_rate: 0.226785 loss_vfl: 1.140765 loss_bbox: 0.544865 loss_dfl: 0.453002 loss: 2.131781 eta: 1 day, 18:16:08 batch_cost: 0.9096 data_cost: 0.0004 ips: 52.7724 images/s [03/12 11:52:40] ppdet.engine INFO: Epoch: [45] [420/610] learning_rate: 0.226766 loss_vfl: 1.084964 loss_bbox: 0.526042 loss_dfl: 0.421684 loss: 2.034191 eta: 1 day, 18:15:50 batch_cost: 1.0021 data_cost: 0.0004 ips: 47.8997 images/s [03/12 11:53:03] ppdet.engine INFO: Epoch: [45] [440/610] learning_rate: 0.226747 loss_vfl: 1.077217 loss_bbox: 0.520237 loss_dfl: 0.418003 loss: 1.993485 eta: 1 day, 18:15:36 batch_cost: 1.0249 data_cost: 0.0005 ips: 46.8338 images/s [03/12 11:53:24] ppdet.engine INFO: Epoch: [45] [460/610] learning_rate: 0.226728 loss_vfl: 1.100411 loss_bbox: 0.522216 loss_dfl: 0.429447 loss: 2.047544 eta: 1 day, 18:15:12 batch_cost: 0.9427 data_cost: 0.0004 ips: 50.9159 images/s [03/12 11:53:47] ppdet.engine INFO: Epoch: [45] [480/610] learning_rate: 0.226709 loss_vfl: 1.130745 loss_bbox: 0.550237 loss_dfl: 0.440420 loss: 2.090384 eta: 1 day, 18:14:59 batch_cost: 1.0380 data_cost: 0.0004 ips: 46.2412 images/s [03/12 11:54:08] ppdet.engine INFO: Epoch: [45] [500/610] learning_rate: 0.226690 loss_vfl: 1.119789 loss_bbox: 0.523965 loss_dfl: 0.435079 loss: 2.086575 eta: 1 day, 18:14:36 batch_cost: 0.9510 data_cost: 0.0004 ips: 50.4734 images/s [03/12 11:54:31] ppdet.engine INFO: Epoch: [45] [520/610] learning_rate: 0.226671 loss_vfl: 1.108096 loss_bbox: 0.536101 loss_dfl: 0.420873 loss: 2.062353 eta: 1 day, 18:14:22 batch_cost: 1.0366 data_cost: 0.0005 ips: 46.3044 images/s [03/12 11:54:53] ppdet.engine INFO: Epoch: [45] [540/610] learning_rate: 0.226653 loss_vfl: 1.143739 loss_bbox: 0.571879 loss_dfl: 0.449041 loss: 2.161698 eta: 1 day, 18:13:57 batch_cost: 0.9293 data_cost: 0.0005 ips: 51.6492 images/s [03/12 11:55:15] ppdet.engine INFO: Epoch: [45] [560/610] learning_rate: 0.226634 loss_vfl: 1.117332 loss_bbox: 0.529892 loss_dfl: 0.424764 loss: 2.065966 eta: 1 day, 18:13:35 batch_cost: 0.9611 data_cost: 0.0004 ips: 49.9426 images/s [03/12 11:55:37] ppdet.engine INFO: Epoch: [45] [580/610] learning_rate: 0.226615 loss_vfl: 1.109071 loss_bbox: 0.547134 loss_dfl: 0.441556 loss: 2.104409 eta: 1 day, 18:13:23 batch_cost: 1.0484 data_cost: 0.0005 ips: 45.7831 images/s [03/12 11:55:58] ppdet.engine INFO: Epoch: [45] [600/610] learning_rate: 0.226596 loss_vfl: 1.128409 loss_bbox: 0.539071 loss_dfl: 0.431442 loss: 2.085456 eta: 1 day, 18:12:58 batch_cost: 0.9305 data_cost: 0.0005 ips: 51.5843 images/s [03/12 11:56:20] ppdet.engine INFO: Epoch: [46] [ 0/610] learning_rate: 0.226586 loss_vfl: 1.129621 loss_bbox: 0.538274 loss_dfl: 0.439617 loss: 2.128761 eta: 1 day, 18:13:28 batch_cost: 1.2944 data_cost: 0.5270 ips: 37.0839 images/s [03/12 11:56:44] ppdet.engine INFO: Epoch: [46] [ 20/610] learning_rate: 0.226567 loss_vfl: 1.100425 loss_bbox: 0.526695 loss_dfl: 0.425093 loss: 2.024109 eta: 1 day, 18:13:24 batch_cost: 1.1281 data_cost: 0.0004 ips: 42.5483 images/s [03/12 11:57:08] ppdet.engine INFO: Epoch: [46] [ 40/610] learning_rate: 0.226548 loss_vfl: 1.064270 loss_bbox: 0.518096 loss_dfl: 0.424407 loss: 1.995251 eta: 1 day, 18:13:17 batch_cost: 1.0944 data_cost: 0.0004 ips: 43.8613 images/s [03/12 11:57:30] ppdet.engine INFO: Epoch: [46] [ 60/610] learning_rate: 0.226529 loss_vfl: 1.112357 loss_bbox: 0.540372 loss_dfl: 0.436745 loss: 2.097172 eta: 1 day, 18:12:51 batch_cost: 0.9239 data_cost: 0.0007 ips: 51.9531 images/s [03/12 11:57:52] ppdet.engine INFO: Epoch: [46] [ 80/610] learning_rate: 0.226510 loss_vfl: 1.123116 loss_bbox: 0.546848 loss_dfl: 0.447684 loss: 2.147025 eta: 1 day, 18:12:27 batch_cost: 0.9453 data_cost: 0.0004 ips: 50.7784 images/s [03/12 11:58:14] ppdet.engine INFO: Epoch: [46] [100/610] learning_rate: 0.226491 loss_vfl: 1.108664 loss_bbox: 0.553650 loss_dfl: 0.442009 loss: 2.089133 eta: 1 day, 18:11:57 batch_cost: 0.8868 data_cost: 0.0010 ips: 54.1276 images/s [03/12 11:58:36] ppdet.engine INFO: Epoch: [46] [120/610] learning_rate: 0.226472 loss_vfl: 1.071399 loss_bbox: 0.519980 loss_dfl: 0.416999 loss: 1.994149 eta: 1 day, 18:11:40 batch_cost: 1.0025 data_cost: 0.0004 ips: 47.8815 images/s [03/12 11:58:57] ppdet.engine INFO: Epoch: [46] [140/610] learning_rate: 0.226453 loss_vfl: 1.155809 loss_bbox: 0.543204 loss_dfl: 0.450396 loss: 2.122725 eta: 1 day, 18:11:16 batch_cost: 0.9379 data_cost: 0.0004 ips: 51.1780 images/s [03/12 11:59:18] ppdet.engine INFO: Epoch: [46] [160/610] learning_rate: 0.226434 loss_vfl: 1.072645 loss_bbox: 0.491152 loss_dfl: 0.412323 loss: 1.976393 eta: 1 day, 18:10:50 batch_cost: 0.9291 data_cost: 0.0004 ips: 51.6629 images/s [03/12 11:59:40] ppdet.engine INFO: Epoch: [46] [180/610] learning_rate: 0.226415 loss_vfl: 1.159054 loss_bbox: 0.580184 loss_dfl: 0.456984 loss: 2.210410 eta: 1 day, 18:10:24 batch_cost: 0.9173 data_cost: 0.0004 ips: 52.3260 images/s [03/12 12:00:02] ppdet.engine INFO: Epoch: [46] [200/610] learning_rate: 0.226396 loss_vfl: 1.086855 loss_bbox: 0.559074 loss_dfl: 0.430079 loss: 2.102028 eta: 1 day, 18:09:58 batch_cost: 0.9201 data_cost: 0.0053 ips: 52.1662 images/s [03/12 12:00:23] ppdet.engine INFO: Epoch: [46] [220/610] learning_rate: 0.226377 loss_vfl: 1.056491 loss_bbox: 0.522089 loss_dfl: 0.417725 loss: 1.977498 eta: 1 day, 18:09:36 batch_cost: 0.9675 data_cost: 0.0004 ips: 49.6114 images/s [03/12 12:00:45] ppdet.engine INFO: Epoch: [46] [240/610] learning_rate: 0.226358 loss_vfl: 1.132540 loss_bbox: 0.540914 loss_dfl: 0.446362 loss: 2.147298 eta: 1 day, 18:09:14 batch_cost: 0.9547 data_cost: 0.0005 ips: 50.2765 images/s [03/12 12:01:06] ppdet.engine INFO: Epoch: [46] [260/610] learning_rate: 0.226339 loss_vfl: 1.079887 loss_bbox: 0.487644 loss_dfl: 0.410842 loss: 1.977487 eta: 1 day, 18:08:46 batch_cost: 0.9033 data_cost: 0.0011 ips: 53.1378 images/s [03/12 12:01:28] ppdet.engine INFO: Epoch: [46] [280/610] learning_rate: 0.226320 loss_vfl: 1.109177 loss_bbox: 0.539901 loss_dfl: 0.441484 loss: 2.078278 eta: 1 day, 18:08:24 batch_cost: 0.9643 data_cost: 0.0004 ips: 49.7752 images/s [03/12 12:01:50] ppdet.engine INFO: Epoch: [46] [300/610] learning_rate: 0.226300 loss_vfl: 1.089059 loss_bbox: 0.534410 loss_dfl: 0.438061 loss: 2.058444 eta: 1 day, 18:08:04 batch_cost: 0.9727 data_cost: 0.0005 ips: 49.3454 images/s [03/12 12:02:12] ppdet.engine INFO: Epoch: [46] [320/610] learning_rate: 0.226281 loss_vfl: 1.134775 loss_bbox: 0.556931 loss_dfl: 0.431654 loss: 2.121840 eta: 1 day, 18:07:47 batch_cost: 1.0052 data_cost: 0.0004 ips: 47.7529 images/s [03/12 12:02:35] ppdet.engine INFO: Epoch: [46] [340/610] learning_rate: 0.226262 loss_vfl: 1.095933 loss_bbox: 0.552207 loss_dfl: 0.443574 loss: 2.077894 eta: 1 day, 18:07:24 batch_cost: 0.9512 data_cost: 0.0004 ips: 50.4632 images/s [03/12 12:02:57] ppdet.engine INFO: Epoch: [46] [360/610] learning_rate: 0.226243 loss_vfl: 1.187880 loss_bbox: 0.586372 loss_dfl: 0.460658 loss: 2.259854 eta: 1 day, 18:07:10 batch_cost: 1.0296 data_cost: 0.0004 ips: 46.6211 images/s [03/12 12:03:20] ppdet.engine INFO: Epoch: [46] [380/610] learning_rate: 0.226224 loss_vfl: 1.044620 loss_bbox: 0.509787 loss_dfl: 0.408852 loss: 1.957020 eta: 1 day, 18:06:53 batch_cost: 1.0069 data_cost: 0.0004 ips: 47.6707 images/s [03/12 12:03:41] ppdet.engine INFO: Epoch: [46] [400/610] learning_rate: 0.226205 loss_vfl: 1.150184 loss_bbox: 0.552131 loss_dfl: 0.469038 loss: 2.191173 eta: 1 day, 18:06:30 batch_cost: 0.9471 data_cost: 0.0005 ips: 50.6825 images/s [03/12 12:04:03] ppdet.engine INFO: Epoch: [46] [420/610] learning_rate: 0.226185 loss_vfl: 1.093281 loss_bbox: 0.522682 loss_dfl: 0.425880 loss: 2.054930 eta: 1 day, 18:06:07 batch_cost: 0.9550 data_cost: 0.0009 ips: 50.2595 images/s [03/12 12:04:25] ppdet.engine INFO: Epoch: [46] [440/610] learning_rate: 0.226166 loss_vfl: 1.122517 loss_bbox: 0.550534 loss_dfl: 0.449081 loss: 2.097968 eta: 1 day, 18:05:41 batch_cost: 0.9205 data_cost: 0.0006 ips: 52.1463 images/s [03/12 12:04:46] ppdet.engine INFO: Epoch: [46] [460/610] learning_rate: 0.226147 loss_vfl: 1.119291 loss_bbox: 0.523507 loss_dfl: 0.434095 loss: 2.082140 eta: 1 day, 18:05:19 batch_cost: 0.9539 data_cost: 0.0004 ips: 50.3217 images/s [03/12 12:05:07] ppdet.engine INFO: Epoch: [46] [480/610] learning_rate: 0.226128 loss_vfl: 1.127352 loss_bbox: 0.552718 loss_dfl: 0.435735 loss: 2.102987 eta: 1 day, 18:04:52 batch_cost: 0.9169 data_cost: 0.0004 ips: 52.3529 images/s [03/12 12:05:30] ppdet.engine INFO: Epoch: [46] [500/610] learning_rate: 0.226108 loss_vfl: 1.140329 loss_bbox: 0.532986 loss_dfl: 0.435759 loss: 2.101808 eta: 1 day, 18:04:30 batch_cost: 0.9544 data_cost: 0.0005 ips: 50.2937 images/s [03/12 12:05:52] ppdet.engine INFO: Epoch: [46] [520/610] learning_rate: 0.226089 loss_vfl: 1.068229 loss_bbox: 0.533065 loss_dfl: 0.421234 loss: 2.035604 eta: 1 day, 18:04:15 batch_cost: 1.0276 data_cost: 0.0005 ips: 46.7090 images/s [03/12 12:06:13] ppdet.engine INFO: Epoch: [46] [540/610] learning_rate: 0.226070 loss_vfl: 1.123987 loss_bbox: 0.545497 loss_dfl: 0.460894 loss: 2.163951 eta: 1 day, 18:03:50 batch_cost: 0.9342 data_cost: 0.0004 ips: 51.3815 images/s [03/12 12:06:35] ppdet.engine INFO: Epoch: [46] [560/610] learning_rate: 0.226050 loss_vfl: 1.121753 loss_bbox: 0.530560 loss_dfl: 0.451988 loss: 2.087410 eta: 1 day, 18:03:29 batch_cost: 0.9654 data_cost: 0.0004 ips: 49.7198 images/s [03/12 12:06:56] ppdet.engine INFO: Epoch: [46] [580/610] learning_rate: 0.226031 loss_vfl: 1.058564 loss_bbox: 0.519617 loss_dfl: 0.423489 loss: 1.989249 eta: 1 day, 18:03:02 batch_cost: 0.9119 data_cost: 0.0004 ips: 52.6374 images/s [03/12 12:07:18] ppdet.engine INFO: Epoch: [46] [600/610] learning_rate: 0.226012 loss_vfl: 1.147276 loss_bbox: 0.568238 loss_dfl: 0.454070 loss: 2.168374 eta: 1 day, 18:02:39 batch_cost: 0.9528 data_cost: 0.0005 ips: 50.3781 images/s [03/12 12:07:40] ppdet.engine INFO: Epoch: [47] [ 0/610] learning_rate: 0.226002 loss_vfl: 1.147276 loss_bbox: 0.566009 loss_dfl: 0.446103 loss: 2.145839 eta: 1 day, 18:03:16 batch_cost: 1.3924 data_cost: 0.5872 ips: 34.4727 images/s [03/12 12:08:05] ppdet.engine INFO: Epoch: [47] [ 20/610] learning_rate: 0.225983 loss_vfl: 1.087999 loss_bbox: 0.518552 loss_dfl: 0.418247 loss: 2.009078 eta: 1 day, 18:02:58 batch_cost: 0.9904 data_cost: 0.0004 ips: 48.4649 images/s [03/12 12:08:27] ppdet.engine INFO: Epoch: [47] [ 40/610] learning_rate: 0.225963 loss_vfl: 1.025318 loss_bbox: 0.492288 loss_dfl: 0.413793 loss: 1.939638 eta: 1 day, 18:02:37 batch_cost: 0.9691 data_cost: 0.0005 ips: 49.5293 images/s [03/12 12:08:48] ppdet.engine INFO: Epoch: [47] [ 60/610] learning_rate: 0.225944 loss_vfl: 1.100441 loss_bbox: 0.550495 loss_dfl: 0.447134 loss: 2.090854 eta: 1 day, 18:02:16 batch_cost: 0.9691 data_cost: 0.0004 ips: 49.5319 images/s [03/12 12:09:11] ppdet.engine INFO: Epoch: [47] [ 80/610] learning_rate: 0.225925 loss_vfl: 1.084574 loss_bbox: 0.528295 loss_dfl: 0.440274 loss: 2.071627 eta: 1 day, 18:02:06 batch_cost: 1.0747 data_cost: 0.0004 ips: 44.6636 images/s [03/12 12:09:34] ppdet.engine INFO: Epoch: [47] [100/610] learning_rate: 0.225905 loss_vfl: 1.118228 loss_bbox: 0.546627 loss_dfl: 0.427372 loss: 2.093699 eta: 1 day, 18:01:47 batch_cost: 0.9815 data_cost: 0.0005 ips: 48.9050 images/s [03/12 12:09:56] ppdet.engine INFO: Epoch: [47] [120/610] learning_rate: 0.225886 loss_vfl: 1.134213 loss_bbox: 0.542834 loss_dfl: 0.438199 loss: 2.107812 eta: 1 day, 18:01:31 batch_cost: 1.0196 data_cost: 0.0004 ips: 47.0761 images/s [03/12 12:10:18] ppdet.engine INFO: Epoch: [47] [140/610] learning_rate: 0.225866 loss_vfl: 1.120392 loss_bbox: 0.545652 loss_dfl: 0.437042 loss: 2.125166 eta: 1 day, 18:01:15 batch_cost: 1.0110 data_cost: 0.0004 ips: 47.4785 images/s [03/12 12:10:40] ppdet.engine INFO: Epoch: [47] [160/610] learning_rate: 0.225847 loss_vfl: 1.081319 loss_bbox: 0.526812 loss_dfl: 0.423290 loss: 2.040063 eta: 1 day, 18:00:56 batch_cost: 0.9915 data_cost: 0.0011 ips: 48.4107 images/s [03/12 12:11:02] ppdet.engine INFO: Epoch: [47] [180/610] learning_rate: 0.225828 loss_vfl: 1.088160 loss_bbox: 0.505116 loss_dfl: 0.415151 loss: 2.035782 eta: 1 day, 18:00:34 batch_cost: 0.9528 data_cost: 0.0010 ips: 50.3798 images/s [03/12 12:11:24] ppdet.engine INFO: Epoch: [47] [200/610] learning_rate: 0.225808 loss_vfl: 1.147519 loss_bbox: 0.549716 loss_dfl: 0.441441 loss: 2.121733 eta: 1 day, 18:00:16 batch_cost: 1.0045 data_cost: 0.0004 ips: 47.7861 images/s [03/12 12:11:46] ppdet.engine INFO: Epoch: [47] [220/610] learning_rate: 0.225789 loss_vfl: 1.081940 loss_bbox: 0.527419 loss_dfl: 0.424765 loss: 2.047135 eta: 1 day, 17:59:55 batch_cost: 0.9688 data_cost: 0.0074 ips: 49.5435 images/s [03/12 12:12:08] ppdet.engine INFO: Epoch: [47] [240/610] learning_rate: 0.225769 loss_vfl: 1.131012 loss_bbox: 0.546116 loss_dfl: 0.446829 loss: 2.150831 eta: 1 day, 17:59:34 batch_cost: 0.9618 data_cost: 0.0004 ips: 49.9082 images/s [03/12 12:12:30] ppdet.engine INFO: Epoch: [47] [260/610] learning_rate: 0.225750 loss_vfl: 1.036555 loss_bbox: 0.496136 loss_dfl: 0.410859 loss: 1.968875 eta: 1 day, 17:59:17 batch_cost: 1.0069 data_cost: 0.0004 ips: 47.6714 images/s [03/12 12:12:52] ppdet.engine INFO: Epoch: [47] [280/610] learning_rate: 0.225730 loss_vfl: 1.069215 loss_bbox: 0.493635 loss_dfl: 0.405292 loss: 1.971346 eta: 1 day, 17:58:59 batch_cost: 1.0002 data_cost: 0.0010 ips: 47.9884 images/s [03/12 12:13:13] ppdet.engine INFO: Epoch: [47] [300/610] learning_rate: 0.225711 loss_vfl: 1.024478 loss_bbox: 0.483382 loss_dfl: 0.395158 loss: 1.869126 eta: 1 day, 17:58:42 batch_cost: 1.0001 data_cost: 0.0004 ips: 47.9928 images/s [03/12 12:13:35] ppdet.engine INFO: Epoch: [47] [320/610] learning_rate: 0.225691 loss_vfl: 1.057241 loss_bbox: 0.519451 loss_dfl: 0.416883 loss: 2.010806 eta: 1 day, 17:58:16 batch_cost: 0.9264 data_cost: 0.0004 ips: 51.8118 images/s [03/12 12:13:57] ppdet.engine INFO: Epoch: [47] [340/610] learning_rate: 0.225671 loss_vfl: 1.043060 loss_bbox: 0.483361 loss_dfl: 0.395303 loss: 1.935409 eta: 1 day, 17:57:55 batch_cost: 0.9677 data_cost: 0.0004 ips: 49.6012 images/s [03/12 12:14:20] ppdet.engine INFO: Epoch: [47] [360/610] learning_rate: 0.225652 loss_vfl: 1.089140 loss_bbox: 0.517346 loss_dfl: 0.424773 loss: 2.044429 eta: 1 day, 17:57:38 batch_cost: 1.0000 data_cost: 0.0004 ips: 47.9997 images/s [03/12 12:14:41] ppdet.engine INFO: Epoch: [47] [380/610] learning_rate: 0.225632 loss_vfl: 1.174999 loss_bbox: 0.562456 loss_dfl: 0.452499 loss: 2.180718 eta: 1 day, 17:57:16 batch_cost: 0.9628 data_cost: 0.0004 ips: 49.8542 images/s [03/12 12:15:02] ppdet.engine INFO: Epoch: [47] [400/610] learning_rate: 0.225613 loss_vfl: 1.037043 loss_bbox: 0.481654 loss_dfl: 0.399892 loss: 1.927104 eta: 1 day, 17:56:47 batch_cost: 0.8879 data_cost: 0.0004 ips: 54.0597 images/s [03/12 12:15:23] ppdet.engine INFO: Epoch: [47] [420/610] learning_rate: 0.225593 loss_vfl: 1.109863 loss_bbox: 0.538944 loss_dfl: 0.428654 loss: 2.084982 eta: 1 day, 17:56:21 batch_cost: 0.9252 data_cost: 0.0004 ips: 51.8785 images/s [03/12 12:15:45] ppdet.engine INFO: Epoch: [47] [440/610] learning_rate: 0.225574 loss_vfl: 1.199133 loss_bbox: 0.583714 loss_dfl: 0.459302 loss: 2.245261 eta: 1 day, 17:56:01 batch_cost: 0.9753 data_cost: 0.0004 ips: 49.2176 images/s [03/12 12:16:06] ppdet.engine INFO: Epoch: [47] [460/610] learning_rate: 0.225554 loss_vfl: 1.061882 loss_bbox: 0.513415 loss_dfl: 0.435488 loss: 2.021745 eta: 1 day, 17:55:36 batch_cost: 0.9342 data_cost: 0.0032 ips: 51.3821 images/s [03/12 12:16:28] ppdet.engine INFO: Epoch: [47] [480/610] learning_rate: 0.225534 loss_vfl: 1.076076 loss_bbox: 0.537433 loss_dfl: 0.414398 loss: 2.022247 eta: 1 day, 17:55:14 batch_cost: 0.9543 data_cost: 0.0004 ips: 50.2990 images/s [03/12 12:16:50] ppdet.engine INFO: Epoch: [47] [500/610] learning_rate: 0.225515 loss_vfl: 1.107322 loss_bbox: 0.536083 loss_dfl: 0.429669 loss: 2.094201 eta: 1 day, 17:54:57 batch_cost: 1.0063 data_cost: 0.0004 ips: 47.7012 images/s [03/12 12:17:11] ppdet.engine INFO: Epoch: [47] [520/610] learning_rate: 0.225495 loss_vfl: 1.106751 loss_bbox: 0.535138 loss_dfl: 0.426365 loss: 2.047311 eta: 1 day, 17:54:25 batch_cost: 0.8651 data_cost: 0.0015 ips: 55.4827 images/s [03/12 12:17:33] ppdet.engine INFO: Epoch: [47] [540/610] learning_rate: 0.225475 loss_vfl: 1.157350 loss_bbox: 0.566908 loss_dfl: 0.449099 loss: 2.166123 eta: 1 day, 17:54:00 batch_cost: 0.9262 data_cost: 0.0007 ips: 51.8246 images/s [03/12 12:17:55] ppdet.engine INFO: Epoch: [47] [560/610] learning_rate: 0.225456 loss_vfl: 1.076090 loss_bbox: 0.535091 loss_dfl: 0.411067 loss: 2.000058 eta: 1 day, 17:53:40 batch_cost: 0.9792 data_cost: 0.0008 ips: 49.0194 images/s [03/12 12:18:16] ppdet.engine INFO: Epoch: [47] [580/610] learning_rate: 0.225436 loss_vfl: 1.087890 loss_bbox: 0.511075 loss_dfl: 0.420313 loss: 2.009201 eta: 1 day, 17:53:16 batch_cost: 0.9358 data_cost: 0.0006 ips: 51.2957 images/s [03/12 12:18:37] ppdet.engine INFO: Epoch: [47] [600/610] learning_rate: 0.225416 loss_vfl: 1.159631 loss_bbox: 0.516632 loss_dfl: 0.424347 loss: 2.101483 eta: 1 day, 17:52:52 batch_cost: 0.9411 data_cost: 0.0007 ips: 51.0023 images/s [03/12 12:19:01] ppdet.engine INFO: Epoch: [48] [ 0/610] learning_rate: 0.225406 loss_vfl: 1.114116 loss_bbox: 0.519314 loss_dfl: 0.428655 loss: 2.057014 eta: 1 day, 17:53:26 batch_cost: 1.3998 data_cost: 0.5957 ips: 34.2908 images/s [03/12 12:19:26] ppdet.engine INFO: Epoch: [48] [ 20/610] learning_rate: 0.225387 loss_vfl: 1.104672 loss_bbox: 0.535013 loss_dfl: 0.430596 loss: 2.068708 eta: 1 day, 17:53:22 batch_cost: 1.1359 data_cost: 0.0009 ips: 42.2577 images/s [03/12 12:19:49] ppdet.engine INFO: Epoch: [48] [ 40/610] learning_rate: 0.225367 loss_vfl: 1.060911 loss_bbox: 0.493465 loss_dfl: 0.403625 loss: 1.937838 eta: 1 day, 17:53:05 batch_cost: 1.0015 data_cost: 0.0004 ips: 47.9274 images/s [03/12 12:20:11] ppdet.engine INFO: Epoch: [48] [ 60/610] learning_rate: 0.225347 loss_vfl: 1.053355 loss_bbox: 0.495109 loss_dfl: 0.415093 loss: 1.965955 eta: 1 day, 17:52:45 batch_cost: 0.9773 data_cost: 0.0004 ips: 49.1138 images/s [03/12 12:20:34] ppdet.engine INFO: Epoch: [48] [ 80/610] learning_rate: 0.225327 loss_vfl: 1.071121 loss_bbox: 0.519450 loss_dfl: 0.424943 loss: 2.018996 eta: 1 day, 17:52:33 batch_cost: 1.0568 data_cost: 0.0005 ips: 45.4213 images/s [03/12 12:20:56] ppdet.engine INFO: Epoch: [48] [100/610] learning_rate: 0.225308 loss_vfl: 1.075577 loss_bbox: 0.533074 loss_dfl: 0.419877 loss: 2.015690 eta: 1 day, 17:52:11 batch_cost: 0.9579 data_cost: 0.0004 ips: 50.1072 images/s [03/12 12:21:18] ppdet.engine INFO: Epoch: [48] [120/610] learning_rate: 0.225288 loss_vfl: 1.099480 loss_bbox: 0.559285 loss_dfl: 0.434152 loss: 2.061668 eta: 1 day, 17:51:49 batch_cost: 0.9542 data_cost: 0.0004 ips: 50.3014 images/s [03/12 12:21:40] ppdet.engine INFO: Epoch: [48] [140/610] learning_rate: 0.225268 loss_vfl: 1.131101 loss_bbox: 0.531450 loss_dfl: 0.430027 loss: 2.106470 eta: 1 day, 17:51:24 batch_cost: 0.9334 data_cost: 0.0004 ips: 51.4252 images/s [03/12 12:22:02] ppdet.engine INFO: Epoch: [48] [160/610] learning_rate: 0.225248 loss_vfl: 1.139757 loss_bbox: 0.553573 loss_dfl: 0.444665 loss: 2.161131 eta: 1 day, 17:51:07 batch_cost: 1.0031 data_cost: 0.0004 ips: 47.8514 images/s [03/12 12:22:24] ppdet.engine INFO: Epoch: [48] [180/610] learning_rate: 0.225228 loss_vfl: 1.142048 loss_bbox: 0.559462 loss_dfl: 0.449505 loss: 2.118699 eta: 1 day, 17:50:47 batch_cost: 0.9784 data_cost: 0.0004 ips: 49.0621 images/s [03/12 12:22:47] ppdet.engine INFO: Epoch: [48] [200/610] learning_rate: 0.225208 loss_vfl: 1.053738 loss_bbox: 0.512483 loss_dfl: 0.418971 loss: 2.025223 eta: 1 day, 17:50:28 batch_cost: 0.9897 data_cost: 0.0004 ips: 48.4994 images/s [03/12 12:23:08] ppdet.engine INFO: Epoch: [48] [220/610] learning_rate: 0.225189 loss_vfl: 1.124542 loss_bbox: 0.536438 loss_dfl: 0.435254 loss: 2.096082 eta: 1 day, 17:50:02 batch_cost: 0.9179 data_cost: 0.0014 ips: 52.2910 images/s [03/12 12:23:30] ppdet.engine INFO: Epoch: [48] [240/610] learning_rate: 0.225169 loss_vfl: 1.167272 loss_bbox: 0.529368 loss_dfl: 0.434069 loss: 2.121874 eta: 1 day, 17:49:47 batch_cost: 1.0249 data_cost: 0.0007 ips: 46.8361 images/s [03/12 12:23:51] ppdet.engine INFO: Epoch: [48] [260/610] learning_rate: 0.225149 loss_vfl: 1.146182 loss_bbox: 0.551552 loss_dfl: 0.450125 loss: 2.146867 eta: 1 day, 17:49:26 batch_cost: 0.9720 data_cost: 0.0004 ips: 49.3834 images/s [03/12 12:24:13] ppdet.engine INFO: Epoch: [48] [280/610] learning_rate: 0.225129 loss_vfl: 1.131154 loss_bbox: 0.512780 loss_dfl: 0.428987 loss: 2.085244 eta: 1 day, 17:49:06 batch_cost: 0.9744 data_cost: 0.0008 ips: 49.2630 images/s [03/12 12:24:36] ppdet.engine INFO: Epoch: [48] [300/610] learning_rate: 0.225109 loss_vfl: 1.114060 loss_bbox: 0.540337 loss_dfl: 0.428582 loss: 2.046760 eta: 1 day, 17:48:44 batch_cost: 0.9626 data_cost: 0.0004 ips: 49.8663 images/s [03/12 12:24:57] ppdet.engine INFO: Epoch: [48] [320/610] learning_rate: 0.225089 loss_vfl: 1.041246 loss_bbox: 0.515007 loss_dfl: 0.409997 loss: 1.974191 eta: 1 day, 17:48:23 batch_cost: 0.9615 data_cost: 0.0004 ips: 49.9204 images/s [03/12 12:25:20] ppdet.engine INFO: Epoch: [48] [340/610] learning_rate: 0.225069 loss_vfl: 1.086358 loss_bbox: 0.533927 loss_dfl: 0.431141 loss: 2.054621 eta: 1 day, 17:48:09 batch_cost: 1.0353 data_cost: 0.0004 ips: 46.3645 images/s [03/12 12:25:42] ppdet.engine INFO: Epoch: [48] [360/610] learning_rate: 0.225049 loss_vfl: 1.061649 loss_bbox: 0.494176 loss_dfl: 0.415680 loss: 1.971382 eta: 1 day, 17:47:43 batch_cost: 0.9242 data_cost: 0.0004 ips: 51.9341 images/s [03/12 12:26:03] ppdet.engine INFO: Epoch: [48] [380/610] learning_rate: 0.225029 loss_vfl: 1.136778 loss_bbox: 0.567277 loss_dfl: 0.447349 loss: 2.159681 eta: 1 day, 17:47:26 batch_cost: 1.0092 data_cost: 0.0005 ips: 47.5606 images/s [03/12 12:26:25] ppdet.engine INFO: Epoch: [48] [400/610] learning_rate: 0.225009 loss_vfl: 1.084805 loss_bbox: 0.525517 loss_dfl: 0.420897 loss: 1.991977 eta: 1 day, 17:47:02 batch_cost: 0.9328 data_cost: 0.0004 ips: 51.4572 images/s [03/12 12:26:48] ppdet.engine INFO: Epoch: [48] [420/610] learning_rate: 0.224989 loss_vfl: 1.093890 loss_bbox: 0.507372 loss_dfl: 0.418842 loss: 2.010388 eta: 1 day, 17:46:47 batch_cost: 1.0285 data_cost: 0.0004 ips: 46.6680 images/s [03/12 12:27:10] ppdet.engine INFO: Epoch: [48] [440/610] learning_rate: 0.224969 loss_vfl: 1.141340 loss_bbox: 0.563735 loss_dfl: 0.453960 loss: 2.143094 eta: 1 day, 17:46:24 batch_cost: 0.9464 data_cost: 0.0004 ips: 50.7173 images/s [03/12 12:27:31] ppdet.engine INFO: Epoch: [48] [460/610] learning_rate: 0.224949 loss_vfl: 1.097554 loss_bbox: 0.544577 loss_dfl: 0.433915 loss: 2.071175 eta: 1 day, 17:46:02 batch_cost: 0.9557 data_cost: 0.0004 ips: 50.2228 images/s [03/12 12:27:53] ppdet.engine INFO: Epoch: [48] [480/610] learning_rate: 0.224929 loss_vfl: 1.037792 loss_bbox: 0.507431 loss_dfl: 0.412661 loss: 1.960267 eta: 1 day, 17:45:37 batch_cost: 0.9309 data_cost: 0.0017 ips: 51.5626 images/s [03/12 12:28:16] ppdet.engine INFO: Epoch: [48] [500/610] learning_rate: 0.224909 loss_vfl: 1.049824 loss_bbox: 0.459217 loss_dfl: 0.381561 loss: 1.889042 eta: 1 day, 17:45:19 batch_cost: 1.0016 data_cost: 0.0011 ips: 47.9212 images/s [03/12 12:28:37] ppdet.engine INFO: Epoch: [48] [520/610] learning_rate: 0.224889 loss_vfl: 1.072116 loss_bbox: 0.520251 loss_dfl: 0.414566 loss: 1.990433 eta: 1 day, 17:44:54 batch_cost: 0.9275 data_cost: 0.0004 ips: 51.7533 images/s [03/12 12:28:58] ppdet.engine INFO: Epoch: [48] [540/610] learning_rate: 0.224869 loss_vfl: 1.129439 loss_bbox: 0.536862 loss_dfl: 0.423759 loss: 2.078732 eta: 1 day, 17:44:29 batch_cost: 0.9284 data_cost: 0.0004 ips: 51.7025 images/s [03/12 12:29:21] ppdet.engine INFO: Epoch: [48] [560/610] learning_rate: 0.224849 loss_vfl: 1.113450 loss_bbox: 0.515401 loss_dfl: 0.424486 loss: 2.074923 eta: 1 day, 17:44:09 batch_cost: 0.9787 data_cost: 0.0004 ips: 49.0454 images/s [03/12 12:29:41] ppdet.engine INFO: Epoch: [48] [580/610] learning_rate: 0.224829 loss_vfl: 1.083710 loss_bbox: 0.506671 loss_dfl: 0.426791 loss: 2.025208 eta: 1 day, 17:43:42 batch_cost: 0.9026 data_cost: 0.0008 ips: 53.1802 images/s [03/12 12:30:02] ppdet.engine INFO: Epoch: [48] [600/610] learning_rate: 0.224809 loss_vfl: 1.195817 loss_bbox: 0.570743 loss_dfl: 0.461226 loss: 2.240908 eta: 1 day, 17:43:19 batch_cost: 0.9524 data_cost: 0.0005 ips: 50.4008 images/s [03/12 12:30:23] ppdet.engine INFO: Epoch: [49] [ 0/610] learning_rate: 0.224799 loss_vfl: 1.139909 loss_bbox: 0.528456 loss_dfl: 0.436353 loss: 2.125152 eta: 1 day, 17:43:45 batch_cost: 1.3189 data_cost: 0.5581 ips: 36.3950 images/s [03/12 12:30:50] ppdet.engine INFO: Epoch: [49] [ 20/610] learning_rate: 0.224779 loss_vfl: 1.064655 loss_bbox: 0.514702 loss_dfl: 0.431717 loss: 2.013526 eta: 1 day, 17:43:45 batch_cost: 1.1740 data_cost: 0.0004 ips: 40.8867 images/s [03/12 12:31:10] ppdet.engine INFO: Epoch: [49] [ 40/610] learning_rate: 0.224759 loss_vfl: 1.141805 loss_bbox: 0.548687 loss_dfl: 0.445318 loss: 2.141012 eta: 1 day, 17:43:21 batch_cost: 0.9350 data_cost: 0.0004 ips: 51.3365 images/s [03/12 12:31:34] ppdet.engine INFO: Epoch: [49] [ 60/610] learning_rate: 0.224739 loss_vfl: 1.128313 loss_bbox: 0.541591 loss_dfl: 0.438583 loss: 2.097445 eta: 1 day, 17:43:08 batch_cost: 1.0482 data_cost: 0.0004 ips: 45.7907 images/s [03/12 12:31:56] ppdet.engine INFO: Epoch: [49] [ 80/610] learning_rate: 0.224718 loss_vfl: 1.120115 loss_bbox: 0.537963 loss_dfl: 0.424605 loss: 2.062098 eta: 1 day, 17:42:46 batch_cost: 0.9579 data_cost: 0.0004 ips: 50.1083 images/s [03/12 12:32:16] ppdet.engine INFO: Epoch: [49] [100/610] learning_rate: 0.224698 loss_vfl: 1.083952 loss_bbox: 0.519640 loss_dfl: 0.427829 loss: 2.047361 eta: 1 day, 17:42:13 batch_cost: 0.8514 data_cost: 0.0004 ips: 56.3783 images/s [03/12 12:32:39] ppdet.engine INFO: Epoch: [49] [120/610] learning_rate: 0.224678 loss_vfl: 1.052435 loss_bbox: 0.518224 loss_dfl: 0.426895 loss: 2.021649 eta: 1 day, 17:42:00 batch_cost: 1.0450 data_cost: 0.0005 ips: 45.9343 images/s [03/12 12:33:01] ppdet.engine INFO: Epoch: [49] [140/610] learning_rate: 0.224658 loss_vfl: 1.089558 loss_bbox: 0.506873 loss_dfl: 0.411600 loss: 1.987671 eta: 1 day, 17:41:37 batch_cost: 0.9461 data_cost: 0.0004 ips: 50.7345 images/s [03/12 12:33:23] ppdet.engine INFO: Epoch: [49] [160/610] learning_rate: 0.224638 loss_vfl: 1.064720 loss_bbox: 0.524135 loss_dfl: 0.432500 loss: 2.027027 eta: 1 day, 17:41:15 batch_cost: 0.9594 data_cost: 0.0004 ips: 50.0321 images/s [03/12 12:33:45] ppdet.engine INFO: Epoch: [49] [180/610] learning_rate: 0.224617 loss_vfl: 1.143145 loss_bbox: 0.537331 loss_dfl: 0.433788 loss: 2.092123 eta: 1 day, 17:40:57 batch_cost: 0.9988 data_cost: 0.0004 ips: 48.0592 images/s [03/12 12:34:07] ppdet.engine INFO: Epoch: [49] [200/610] learning_rate: 0.224597 loss_vfl: 1.120965 loss_bbox: 0.542138 loss_dfl: 0.427431 loss: 2.079353 eta: 1 day, 17:40:37 batch_cost: 0.9814 data_cost: 0.0004 ips: 48.9074 images/s [03/12 12:34:30] ppdet.engine INFO: Epoch: [49] [220/610] learning_rate: 0.224577 loss_vfl: 1.133992 loss_bbox: 0.549282 loss_dfl: 0.438187 loss: 2.100087 eta: 1 day, 17:40:25 batch_cost: 1.0505 data_cost: 0.0004 ips: 45.6929 images/s [03/12 12:34:52] ppdet.engine INFO: Epoch: [49] [240/610] learning_rate: 0.224557 loss_vfl: 1.139110 loss_bbox: 0.550082 loss_dfl: 0.442978 loss: 2.132639 eta: 1 day, 17:40:05 batch_cost: 0.9829 data_cost: 0.0004 ips: 48.8333 images/s [03/12 12:35:14] ppdet.engine INFO: Epoch: [49] [260/610] learning_rate: 0.224537 loss_vfl: 1.101143 loss_bbox: 0.533507 loss_dfl: 0.424604 loss: 2.049060 eta: 1 day, 17:39:52 batch_cost: 1.0410 data_cost: 0.0004 ips: 46.1096 images/s [03/12 12:35:36] ppdet.engine INFO: Epoch: [49] [280/610] learning_rate: 0.224516 loss_vfl: 1.141359 loss_bbox: 0.555800 loss_dfl: 0.450186 loss: 2.139512 eta: 1 day, 17:39:31 batch_cost: 0.9736 data_cost: 0.0004 ips: 49.3010 images/s [03/12 12:35:58] ppdet.engine INFO: Epoch: [49] [300/610] learning_rate: 0.224496 loss_vfl: 1.119582 loss_bbox: 0.546738 loss_dfl: 0.440804 loss: 2.106319 eta: 1 day, 17:39:16 batch_cost: 1.0213 data_cost: 0.0004 ips: 47.0002 images/s [03/12 12:36:21] ppdet.engine INFO: Epoch: [49] [320/610] learning_rate: 0.224476 loss_vfl: 1.086317 loss_bbox: 0.537251 loss_dfl: 0.441998 loss: 2.081053 eta: 1 day, 17:39:04 batch_cost: 1.0575 data_cost: 0.0005 ips: 45.3909 images/s [03/12 12:36:43] ppdet.engine INFO: Epoch: [49] [340/610] learning_rate: 0.224455 loss_vfl: 1.084980 loss_bbox: 0.476411 loss_dfl: 0.396102 loss: 1.995795 eta: 1 day, 17:38:46 batch_cost: 0.9978 data_cost: 0.0004 ips: 48.1079 images/s [03/12 12:37:05] ppdet.engine INFO: Epoch: [49] [360/610] learning_rate: 0.224435 loss_vfl: 1.125048 loss_bbox: 0.536062 loss_dfl: 0.433616 loss: 2.104302 eta: 1 day, 17:38:32 batch_cost: 1.0383 data_cost: 0.0006 ips: 46.2303 images/s [03/12 12:37:26] ppdet.engine INFO: Epoch: [49] [380/610] learning_rate: 0.224415 loss_vfl: 1.135490 loss_bbox: 0.521787 loss_dfl: 0.431448 loss: 2.084085 eta: 1 day, 17:38:06 batch_cost: 0.9175 data_cost: 0.0004 ips: 52.3160 images/s [03/12 12:37:48] ppdet.engine INFO: Epoch: [49] [400/610] learning_rate: 0.224394 loss_vfl: 1.099573 loss_bbox: 0.547358 loss_dfl: 0.441843 loss: 2.080703 eta: 1 day, 17:37:46 batch_cost: 0.9745 data_cost: 0.0004 ips: 49.2556 images/s [03/12 12:38:10] ppdet.engine INFO: Epoch: [49] [420/610] learning_rate: 0.224374 loss_vfl: 1.071070 loss_bbox: 0.497412 loss_dfl: 0.412560 loss: 1.981731 eta: 1 day, 17:37:23 batch_cost: 0.9533 data_cost: 0.0007 ips: 50.3509 images/s [03/12 12:38:31] ppdet.engine INFO: Epoch: [49] [440/610] learning_rate: 0.224354 loss_vfl: 1.079607 loss_bbox: 0.521598 loss_dfl: 0.428624 loss: 2.025452 eta: 1 day, 17:37:01 batch_cost: 0.9555 data_cost: 0.0013 ips: 50.2365 images/s [03/12 12:38:54] ppdet.engine INFO: Epoch: [49] [460/610] learning_rate: 0.224333 loss_vfl: 1.105596 loss_bbox: 0.537576 loss_dfl: 0.431034 loss: 2.081545 eta: 1 day, 17:36:48 batch_cost: 1.0481 data_cost: 0.0004 ips: 45.7982 images/s [03/12 12:39:15] ppdet.engine INFO: Epoch: [49] [480/610] learning_rate: 0.224313 loss_vfl: 1.134060 loss_bbox: 0.543934 loss_dfl: 0.439284 loss: 2.081613 eta: 1 day, 17:36:19 batch_cost: 0.8924 data_cost: 0.0005 ips: 53.7854 images/s [03/12 12:39:37] ppdet.engine INFO: Epoch: [49] [500/610] learning_rate: 0.224292 loss_vfl: 1.103416 loss_bbox: 0.538868 loss_dfl: 0.435032 loss: 2.079789 eta: 1 day, 17:36:04 batch_cost: 1.0232 data_cost: 0.0004 ips: 46.9122 images/s [03/12 12:39:58] ppdet.engine INFO: Epoch: [49] [520/610] learning_rate: 0.224272 loss_vfl: 1.058117 loss_bbox: 0.536723 loss_dfl: 0.427432 loss: 2.022184 eta: 1 day, 17:35:40 batch_cost: 0.9429 data_cost: 0.0004 ips: 50.9081 images/s [03/12 12:40:20] ppdet.engine INFO: Epoch: [49] [540/610] learning_rate: 0.224252 loss_vfl: 1.052244 loss_bbox: 0.527152 loss_dfl: 0.422440 loss: 2.015070 eta: 1 day, 17:35:22 batch_cost: 0.9888 data_cost: 0.0004 ips: 48.5429 images/s [03/12 12:40:41] ppdet.engine INFO: Epoch: [49] [560/610] learning_rate: 0.224231 loss_vfl: 1.078635 loss_bbox: 0.517893 loss_dfl: 0.425585 loss: 2.018126 eta: 1 day, 17:35:01 batch_cost: 0.9721 data_cost: 0.0104 ips: 49.3779 images/s [03/12 12:41:04] ppdet.engine INFO: Epoch: [49] [580/610] learning_rate: 0.224211 loss_vfl: 1.131537 loss_bbox: 0.507714 loss_dfl: 0.429639 loss: 2.081232 eta: 1 day, 17:34:38 batch_cost: 0.9519 data_cost: 0.0004 ips: 50.4279 images/s [03/12 12:41:25] ppdet.engine INFO: Epoch: [49] [600/610] learning_rate: 0.224190 loss_vfl: 1.085735 loss_bbox: 0.520674 loss_dfl: 0.425933 loss: 2.023871 eta: 1 day, 17:34:16 batch_cost: 0.9511 data_cost: 0.0006 ips: 50.4683 images/s [03/12 12:41:34] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 12:41:34] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 12:41:35] ppdet.engine INFO: Eval iter: 0 [03/12 12:41:57] ppdet.engine INFO: Eval iter: 100 [03/12 12:42:07] ppdet.engine INFO: Eval iter: 200 [03/12 12:42:17] ppdet.engine INFO: Eval iter: 300 [03/12 12:42:26] ppdet.engine INFO: Eval iter: 400 [03/12 12:42:36] ppdet.engine INFO: Eval iter: 500 [03/12 12:42:46] ppdet.engine INFO: Eval iter: 600 [03/12 12:43:02] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.71s) creating index... index created! [03/12 12:43:02] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.30s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=68.37s). Accumulating evaluation results... DONE (t=13.71s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.324 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.481 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.345 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.129 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.348 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.519 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 ] = 0.454 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 ] = 0.216 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 ] = 0.722 [03/12 12:44:32] ppdet.engine INFO: Total sample number: 4952, averge FPS: 65.72010787489792 [03/12 12:44:32] ppdet.engine INFO: Best test bbox ap is 0.324. [03/12 12:44:32] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 12:44:32] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 12:44:33] ppdet.engine INFO: Epoch: [50] [ 0/610] learning_rate: 0.224180 loss_vfl: 1.115460 loss_bbox: 0.546480 loss_dfl: 0.438674 loss: 2.092729 eta: 1 day, 17:33:41 batch_cost: 0.6708 data_cost: 0.0005 ips: 71.5594 images/s [03/12 12:44:56] ppdet.engine INFO: Epoch: [50] [ 20/610] learning_rate: 0.224160 loss_vfl: 1.095210 loss_bbox: 0.506905 loss_dfl: 0.416966 loss: 2.005937 eta: 1 day, 17:33:22 batch_cost: 0.9915 data_cost: 0.0009 ips: 48.4122 images/s [03/12 12:45:17] ppdet.engine INFO: Epoch: [50] [ 40/610] learning_rate: 0.224139 loss_vfl: 1.166343 loss_bbox: 0.539025 loss_dfl: 0.458427 loss: 2.171817 eta: 1 day, 17:33:04 batch_cost: 0.9900 data_cost: 0.0009 ips: 48.4870 images/s [03/12 12:45:41] ppdet.engine INFO: Epoch: [50] [ 60/610] learning_rate: 0.224119 loss_vfl: 1.099443 loss_bbox: 0.504767 loss_dfl: 0.416868 loss: 2.006806 eta: 1 day, 17:32:52 batch_cost: 1.0582 data_cost: 0.0004 ips: 45.3622 images/s [03/12 12:46:02] ppdet.engine INFO: Epoch: [50] [ 80/610] learning_rate: 0.224098 loss_vfl: 1.114300 loss_bbox: 0.533942 loss_dfl: 0.444981 loss: 2.080262 eta: 1 day, 17:32:21 batch_cost: 0.8656 data_cost: 0.0004 ips: 55.4543 images/s [03/12 12:46:23] ppdet.engine INFO: Epoch: [50] [100/610] learning_rate: 0.224077 loss_vfl: 0.994912 loss_bbox: 0.488904 loss_dfl: 0.391851 loss: 1.871829 eta: 1 day, 17:31:52 batch_cost: 0.8900 data_cost: 0.0004 ips: 53.9335 images/s [03/12 12:46:46] ppdet.engine INFO: Epoch: [50] [120/610] learning_rate: 0.224057 loss_vfl: 1.030452 loss_bbox: 0.481688 loss_dfl: 0.418290 loss: 1.967936 eta: 1 day, 17:31:36 batch_cost: 1.0168 data_cost: 0.0004 ips: 47.2076 images/s [03/12 12:47:08] ppdet.engine INFO: Epoch: [50] [140/610] learning_rate: 0.224036 loss_vfl: 1.064873 loss_bbox: 0.509703 loss_dfl: 0.429836 loss: 2.063039 eta: 1 day, 17:31:16 batch_cost: 0.9819 data_cost: 0.0017 ips: 48.8848 images/s [03/12 12:47:30] ppdet.engine INFO: Epoch: [50] [160/610] learning_rate: 0.224016 loss_vfl: 1.206420 loss_bbox: 0.578643 loss_dfl: 0.464034 loss: 2.274056 eta: 1 day, 17:30:57 batch_cost: 0.9841 data_cost: 0.0005 ips: 48.7742 images/s [03/12 12:47:52] ppdet.engine INFO: Epoch: [50] [180/610] learning_rate: 0.223995 loss_vfl: 1.049237 loss_bbox: 0.503910 loss_dfl: 0.417470 loss: 1.953058 eta: 1 day, 17:30:35 batch_cost: 0.9569 data_cost: 0.0004 ips: 50.1639 images/s [03/12 12:48:14] ppdet.engine INFO: Epoch: [50] [200/610] learning_rate: 0.223975 loss_vfl: 1.184003 loss_bbox: 0.545540 loss_dfl: 0.448488 loss: 2.177534 eta: 1 day, 17:30:17 batch_cost: 0.9937 data_cost: 0.0016 ips: 48.3051 images/s [03/12 12:48:34] ppdet.engine INFO: Epoch: [50] [220/610] learning_rate: 0.223954 loss_vfl: 1.171835 loss_bbox: 0.586743 loss_dfl: 0.460371 loss: 2.216323 eta: 1 day, 17:29:51 batch_cost: 0.9180 data_cost: 0.0015 ips: 52.2881 images/s [03/12 12:48:57] ppdet.engine INFO: Epoch: [50] [240/610] learning_rate: 0.223933 loss_vfl: 1.134906 loss_bbox: 0.544171 loss_dfl: 0.451215 loss: 2.122489 eta: 1 day, 17:29:37 batch_cost: 1.0446 data_cost: 0.0004 ips: 45.9490 images/s [03/12 12:49:21] ppdet.engine INFO: Epoch: [50] [260/610] learning_rate: 0.223913 loss_vfl: 1.194797 loss_bbox: 0.534121 loss_dfl: 0.444907 loss: 2.210976 eta: 1 day, 17:29:23 batch_cost: 1.0360 data_cost: 0.0004 ips: 46.3302 images/s [03/12 12:49:42] ppdet.engine INFO: Epoch: [50] [280/610] learning_rate: 0.223892 loss_vfl: 1.129747 loss_bbox: 0.523538 loss_dfl: 0.424585 loss: 2.045791 eta: 1 day, 17:29:05 batch_cost: 0.9953 data_cost: 0.0004 ips: 48.2247 images/s [03/12 12:50:05] ppdet.engine INFO: Epoch: [50] [300/610] learning_rate: 0.223871 loss_vfl: 1.111372 loss_bbox: 0.526348 loss_dfl: 0.432326 loss: 2.091177 eta: 1 day, 17:28:44 batch_cost: 0.9645 data_cost: 0.0004 ips: 49.7669 images/s [03/12 12:50:27] ppdet.engine INFO: Epoch: [50] [320/610] learning_rate: 0.223851 loss_vfl: 1.117410 loss_bbox: 0.517979 loss_dfl: 0.416052 loss: 2.045744 eta: 1 day, 17:28:21 batch_cost: 0.9520 data_cost: 0.0004 ips: 50.4197 images/s [03/12 12:50:48] ppdet.engine INFO: Epoch: [50] [340/610] learning_rate: 0.223830 loss_vfl: 1.052539 loss_bbox: 0.526107 loss_dfl: 0.421918 loss: 1.994399 eta: 1 day, 17:27:56 batch_cost: 0.9216 data_cost: 0.0004 ips: 52.0833 images/s [03/12 12:51:10] ppdet.engine INFO: Epoch: [50] [360/610] learning_rate: 0.223809 loss_vfl: 1.150590 loss_bbox: 0.559505 loss_dfl: 0.460639 loss: 2.178955 eta: 1 day, 17:27:31 batch_cost: 0.9325 data_cost: 0.0004 ips: 51.4725 images/s [03/12 12:51:32] ppdet.engine INFO: Epoch: [50] [380/610] learning_rate: 0.223789 loss_vfl: 1.139897 loss_bbox: 0.534927 loss_dfl: 0.440498 loss: 2.128875 eta: 1 day, 17:27:01 batch_cost: 0.8705 data_cost: 0.0005 ips: 55.1389 images/s [03/12 12:51:54] ppdet.engine INFO: Epoch: [50] [400/610] learning_rate: 0.223768 loss_vfl: 1.154926 loss_bbox: 0.598388 loss_dfl: 0.466115 loss: 2.266156 eta: 1 day, 17:26:35 batch_cost: 0.9142 data_cost: 0.0005 ips: 52.5029 images/s [03/12 12:52:16] ppdet.engine INFO: Epoch: [50] [420/610] learning_rate: 0.223747 loss_vfl: 1.087389 loss_bbox: 0.516629 loss_dfl: 0.438864 loss: 2.047637 eta: 1 day, 17:26:12 batch_cost: 0.9513 data_cost: 0.0005 ips: 50.4590 images/s [03/12 12:52:39] ppdet.engine INFO: Epoch: [50] [440/610] learning_rate: 0.223726 loss_vfl: 1.108330 loss_bbox: 0.512363 loss_dfl: 0.421892 loss: 2.042586 eta: 1 day, 17:25:53 batch_cost: 0.9840 data_cost: 0.0004 ips: 48.7817 images/s [03/12 12:53:01] ppdet.engine INFO: Epoch: [50] [460/610] learning_rate: 0.223706 loss_vfl: 1.099496 loss_bbox: 0.513069 loss_dfl: 0.424170 loss: 2.028721 eta: 1 day, 17:25:33 batch_cost: 0.9835 data_cost: 0.0004 ips: 48.8054 images/s [03/12 12:53:23] ppdet.engine INFO: Epoch: [50] [480/610] learning_rate: 0.223685 loss_vfl: 1.061024 loss_bbox: 0.488477 loss_dfl: 0.401285 loss: 1.964202 eta: 1 day, 17:25:08 batch_cost: 0.9260 data_cost: 0.0004 ips: 51.8367 images/s [03/12 12:53:44] ppdet.engine INFO: Epoch: [50] [500/610] learning_rate: 0.223664 loss_vfl: 1.120938 loss_bbox: 0.540887 loss_dfl: 0.439540 loss: 2.100202 eta: 1 day, 17:24:43 batch_cost: 0.9180 data_cost: 0.0004 ips: 52.2876 images/s [03/12 12:54:07] ppdet.engine INFO: Epoch: [50] [520/610] learning_rate: 0.223643 loss_vfl: 1.182254 loss_bbox: 0.568173 loss_dfl: 0.461208 loss: 2.214680 eta: 1 day, 17:24:29 batch_cost: 1.0400 data_cost: 0.0004 ips: 46.1530 images/s [03/12 12:54:29] ppdet.engine INFO: Epoch: [50] [540/610] learning_rate: 0.223623 loss_vfl: 1.088534 loss_bbox: 0.499425 loss_dfl: 0.411500 loss: 2.017287 eta: 1 day, 17:24:09 batch_cost: 0.9769 data_cost: 0.0005 ips: 49.1350 images/s [03/12 12:54:49] ppdet.engine INFO: Epoch: [50] [560/610] learning_rate: 0.223602 loss_vfl: 1.095747 loss_bbox: 0.518688 loss_dfl: 0.421069 loss: 2.049350 eta: 1 day, 17:23:40 batch_cost: 0.8878 data_cost: 0.0011 ips: 54.0663 images/s [03/12 12:55:11] ppdet.engine INFO: Epoch: [50] [580/610] learning_rate: 0.223581 loss_vfl: 1.108670 loss_bbox: 0.529540 loss_dfl: 0.423886 loss: 2.078005 eta: 1 day, 17:23:21 batch_cost: 0.9826 data_cost: 0.0017 ips: 48.8521 images/s [03/12 12:55:31] ppdet.engine INFO: Epoch: [50] [600/610] learning_rate: 0.223560 loss_vfl: 1.093986 loss_bbox: 0.528382 loss_dfl: 0.423088 loss: 2.055709 eta: 1 day, 17:22:57 batch_cost: 0.9382 data_cost: 0.0005 ips: 51.1634 images/s [03/12 12:55:53] ppdet.engine INFO: Epoch: [51] [ 0/610] learning_rate: 0.223550 loss_vfl: 1.093986 loss_bbox: 0.530164 loss_dfl: 0.429586 loss: 2.061255 eta: 1 day, 17:23:25 batch_cost: 1.3294 data_cost: 0.4672 ips: 36.1060 images/s [03/12 12:56:20] ppdet.engine INFO: Epoch: [51] [ 20/610] learning_rate: 0.223529 loss_vfl: 1.105658 loss_bbox: 0.518886 loss_dfl: 0.429237 loss: 2.066912 eta: 1 day, 17:23:26 batch_cost: 1.1858 data_cost: 0.0004 ips: 40.4784 images/s [03/12 12:56:42] ppdet.engine INFO: Epoch: [51] [ 40/610] learning_rate: 0.223508 loss_vfl: 1.057300 loss_bbox: 0.486332 loss_dfl: 0.430062 loss: 2.000777 eta: 1 day, 17:23:06 batch_cost: 0.9777 data_cost: 0.0004 ips: 49.0951 images/s [03/12 12:57:04] ppdet.engine INFO: Epoch: [51] [ 60/610] learning_rate: 0.223487 loss_vfl: 1.048752 loss_bbox: 0.524042 loss_dfl: 0.423540 loss: 1.989627 eta: 1 day, 17:22:51 batch_cost: 1.0372 data_cost: 0.0004 ips: 46.2802 images/s [03/12 12:57:26] ppdet.engine INFO: Epoch: [51] [ 80/610] learning_rate: 0.223466 loss_vfl: 1.024101 loss_bbox: 0.487781 loss_dfl: 0.404456 loss: 1.937354 eta: 1 day, 17:22:33 batch_cost: 0.9893 data_cost: 0.0004 ips: 48.5179 images/s [03/12 12:57:48] ppdet.engine INFO: Epoch: [51] [100/610] learning_rate: 0.223445 loss_vfl: 1.056327 loss_bbox: 0.523541 loss_dfl: 0.419301 loss: 1.984140 eta: 1 day, 17:22:15 batch_cost: 0.9979 data_cost: 0.0005 ips: 48.1034 images/s [03/12 12:58:10] ppdet.engine INFO: Epoch: [51] [120/610] learning_rate: 0.223424 loss_vfl: 1.146683 loss_bbox: 0.544435 loss_dfl: 0.436574 loss: 2.117158 eta: 1 day, 17:21:48 batch_cost: 0.9037 data_cost: 0.0004 ips: 53.1143 images/s [03/12 12:58:31] ppdet.engine INFO: Epoch: [51] [140/610] learning_rate: 0.223403 loss_vfl: 1.151355 loss_bbox: 0.542231 loss_dfl: 0.445967 loss: 2.154007 eta: 1 day, 17:21:24 batch_cost: 0.9401 data_cost: 0.0006 ips: 51.0594 images/s [03/12 12:58:54] ppdet.engine INFO: Epoch: [51] [160/610] learning_rate: 0.223382 loss_vfl: 1.095611 loss_bbox: 0.514837 loss_dfl: 0.415213 loss: 2.030025 eta: 1 day, 17:21:00 batch_cost: 0.9376 data_cost: 0.0004 ips: 51.1960 images/s [03/12 12:59:15] ppdet.engine INFO: Epoch: [51] [180/610] learning_rate: 0.223361 loss_vfl: 1.101726 loss_bbox: 0.527509 loss_dfl: 0.422132 loss: 2.032649 eta: 1 day, 17:20:36 batch_cost: 0.9306 data_cost: 0.0004 ips: 51.5776 images/s [03/12 12:59:36] ppdet.engine INFO: Epoch: [51] [200/610] learning_rate: 0.223340 loss_vfl: 1.073201 loss_bbox: 0.503598 loss_dfl: 0.406986 loss: 1.962824 eta: 1 day, 17:20:12 batch_cost: 0.9440 data_cost: 0.0004 ips: 50.8488 images/s [03/12 12:59:58] ppdet.engine INFO: Epoch: [51] [220/610] learning_rate: 0.223319 loss_vfl: 1.117551 loss_bbox: 0.519767 loss_dfl: 0.427312 loss: 2.085331 eta: 1 day, 17:19:50 batch_cost: 0.9543 data_cost: 0.0004 ips: 50.3003 images/s [03/12 13:00:20] ppdet.engine INFO: Epoch: [51] [240/610] learning_rate: 0.223298 loss_vfl: 1.111036 loss_bbox: 0.531040 loss_dfl: 0.435412 loss: 2.081117 eta: 1 day, 17:19:35 batch_cost: 1.0277 data_cost: 0.0004 ips: 46.7081 images/s [03/12 13:00:42] ppdet.engine INFO: Epoch: [51] [260/610] learning_rate: 0.223277 loss_vfl: 1.121024 loss_bbox: 0.574056 loss_dfl: 0.446677 loss: 2.119440 eta: 1 day, 17:19:11 batch_cost: 0.9399 data_cost: 0.0005 ips: 51.0669 images/s [03/12 13:01:04] ppdet.engine INFO: Epoch: [51] [280/610] learning_rate: 0.223256 loss_vfl: 1.112433 loss_bbox: 0.532078 loss_dfl: 0.439590 loss: 2.130300 eta: 1 day, 17:18:50 batch_cost: 0.9633 data_cost: 0.0004 ips: 49.8289 images/s [03/12 13:01:26] ppdet.engine INFO: Epoch: [51] [300/610] learning_rate: 0.223235 loss_vfl: 1.103208 loss_bbox: 0.515332 loss_dfl: 0.434896 loss: 2.086318 eta: 1 day, 17:18:20 batch_cost: 0.8775 data_cost: 0.0004 ips: 54.7039 images/s [03/12 13:01:47] ppdet.engine INFO: Epoch: [51] [320/610] learning_rate: 0.223214 loss_vfl: 1.031741 loss_bbox: 0.514386 loss_dfl: 0.408860 loss: 1.919207 eta: 1 day, 17:17:55 batch_cost: 0.9167 data_cost: 0.0004 ips: 52.3596 images/s [03/12 13:02:10] ppdet.engine INFO: Epoch: [51] [340/610] learning_rate: 0.223193 loss_vfl: 1.052503 loss_bbox: 0.501622 loss_dfl: 0.406171 loss: 1.957652 eta: 1 day, 17:17:40 batch_cost: 1.0346 data_cost: 0.0004 ips: 46.3940 images/s [03/12 13:02:32] ppdet.engine INFO: Epoch: [51] [360/610] learning_rate: 0.223172 loss_vfl: 1.119724 loss_bbox: 0.549235 loss_dfl: 0.439376 loss: 2.128641 eta: 1 day, 17:17:16 batch_cost: 0.9356 data_cost: 0.0004 ips: 51.3037 images/s [03/12 13:02:52] ppdet.engine INFO: Epoch: [51] [380/610] learning_rate: 0.223151 loss_vfl: 1.136300 loss_bbox: 0.516029 loss_dfl: 0.439534 loss: 2.070638 eta: 1 day, 17:16:46 batch_cost: 0.8737 data_cost: 0.0004 ips: 54.9365 images/s [03/12 13:03:14] ppdet.engine INFO: Epoch: [51] [400/610] learning_rate: 0.223130 loss_vfl: 1.100408 loss_bbox: 0.526267 loss_dfl: 0.423763 loss: 2.076499 eta: 1 day, 17:16:32 batch_cost: 1.0353 data_cost: 0.0006 ips: 46.3651 images/s [03/12 13:03:37] ppdet.engine INFO: Epoch: [51] [420/610] learning_rate: 0.223109 loss_vfl: 1.054524 loss_bbox: 0.513281 loss_dfl: 0.408208 loss: 1.961725 eta: 1 day, 17:16:14 batch_cost: 0.9999 data_cost: 0.0004 ips: 48.0039 images/s [03/12 13:03:59] ppdet.engine INFO: Epoch: [51] [440/610] learning_rate: 0.223088 loss_vfl: 1.156512 loss_bbox: 0.559684 loss_dfl: 0.455663 loss: 2.191989 eta: 1 day, 17:15:53 batch_cost: 0.9693 data_cost: 0.0004 ips: 49.5192 images/s [03/12 13:04:20] ppdet.engine INFO: Epoch: [51] [460/610] learning_rate: 0.223067 loss_vfl: 1.063120 loss_bbox: 0.537606 loss_dfl: 0.429007 loss: 2.050927 eta: 1 day, 17:15:28 batch_cost: 0.9238 data_cost: 0.0009 ips: 51.9587 images/s [03/12 13:04:41] ppdet.engine INFO: Epoch: [51] [480/610] learning_rate: 0.223046 loss_vfl: 1.127506 loss_bbox: 0.537349 loss_dfl: 0.433097 loss: 2.105600 eta: 1 day, 17:15:03 batch_cost: 0.9170 data_cost: 0.0005 ips: 52.3464 images/s [03/12 13:05:03] ppdet.engine INFO: Epoch: [51] [500/610] learning_rate: 0.223024 loss_vfl: 1.092869 loss_bbox: 0.538839 loss_dfl: 0.433678 loss: 2.058858 eta: 1 day, 17:14:46 batch_cost: 1.0105 data_cost: 0.0004 ips: 47.5028 images/s [03/12 13:05:25] ppdet.engine INFO: Epoch: [51] [520/610] learning_rate: 0.223003 loss_vfl: 1.160313 loss_bbox: 0.556953 loss_dfl: 0.454398 loss: 2.183418 eta: 1 day, 17:14:28 batch_cost: 0.9972 data_cost: 0.0004 ips: 48.1337 images/s [03/12 13:05:46] ppdet.engine INFO: Epoch: [51] [540/610] learning_rate: 0.222982 loss_vfl: 1.092389 loss_bbox: 0.513304 loss_dfl: 0.428066 loss: 2.043017 eta: 1 day, 17:14:02 batch_cost: 0.9200 data_cost: 0.0004 ips: 52.1728 images/s [03/12 13:06:08] ppdet.engine INFO: Epoch: [51] [560/610] learning_rate: 0.222961 loss_vfl: 1.105807 loss_bbox: 0.554321 loss_dfl: 0.442794 loss: 2.088294 eta: 1 day, 17:13:41 batch_cost: 0.9675 data_cost: 0.0004 ips: 49.6116 images/s [03/12 13:06:30] ppdet.engine INFO: Epoch: [51] [580/610] learning_rate: 0.222940 loss_vfl: 1.136137 loss_bbox: 0.541917 loss_dfl: 0.435479 loss: 2.127261 eta: 1 day, 17:13:24 batch_cost: 1.0062 data_cost: 0.0004 ips: 47.7036 images/s [03/12 13:06:51] ppdet.engine INFO: Epoch: [51] [600/610] learning_rate: 0.222918 loss_vfl: 1.089794 loss_bbox: 0.526182 loss_dfl: 0.426723 loss: 2.053715 eta: 1 day, 17:12:58 batch_cost: 0.9137 data_cost: 0.0005 ips: 52.5332 images/s [03/12 13:07:11] ppdet.engine INFO: Epoch: [52] [ 0/610] learning_rate: 0.222908 loss_vfl: 1.084970 loss_bbox: 0.512150 loss_dfl: 0.427831 loss: 2.036390 eta: 1 day, 17:13:18 batch_cost: 1.2385 data_cost: 0.5265 ips: 38.7551 images/s [03/12 13:07:39] ppdet.engine INFO: Epoch: [52] [ 20/610] learning_rate: 0.222887 loss_vfl: 1.071654 loss_bbox: 0.502891 loss_dfl: 0.420089 loss: 1.992328 eta: 1 day, 17:13:32 batch_cost: 1.3404 data_cost: 0.0718 ips: 35.8115 images/s [03/12 13:08:01] ppdet.engine INFO: Epoch: [52] [ 40/610] learning_rate: 0.222865 loss_vfl: 1.115370 loss_bbox: 0.540596 loss_dfl: 0.428848 loss: 2.096221 eta: 1 day, 17:13:10 batch_cost: 0.9504 data_cost: 0.0004 ips: 50.5052 images/s [03/12 13:08:23] ppdet.engine INFO: Epoch: [52] [ 60/610] learning_rate: 0.222844 loss_vfl: 1.183758 loss_bbox: 0.573875 loss_dfl: 0.477929 loss: 2.243641 eta: 1 day, 17:12:52 batch_cost: 1.0052 data_cost: 0.0004 ips: 47.7541 images/s [03/12 13:08:45] ppdet.engine INFO: Epoch: [52] [ 80/610] learning_rate: 0.222823 loss_vfl: 1.108722 loss_bbox: 0.525879 loss_dfl: 0.436198 loss: 2.053735 eta: 1 day, 17:12:33 batch_cost: 0.9893 data_cost: 0.0004 ips: 48.5208 images/s [03/12 13:09:06] ppdet.engine INFO: Epoch: [52] [100/610] learning_rate: 0.222802 loss_vfl: 1.091978 loss_bbox: 0.518931 loss_dfl: 0.433672 loss: 2.053607 eta: 1 day, 17:12:10 batch_cost: 0.9368 data_cost: 0.0004 ips: 51.2358 images/s [03/12 13:09:28] ppdet.engine INFO: Epoch: [52] [120/610] learning_rate: 0.222780 loss_vfl: 1.086608 loss_bbox: 0.538154 loss_dfl: 0.432662 loss: 2.070193 eta: 1 day, 17:11:49 batch_cost: 0.9728 data_cost: 0.0004 ips: 49.3412 images/s [03/12 13:09:50] ppdet.engine INFO: Epoch: [52] [140/610] learning_rate: 0.222759 loss_vfl: 1.051198 loss_bbox: 0.483920 loss_dfl: 0.412204 loss: 1.949066 eta: 1 day, 17:11:26 batch_cost: 0.9460 data_cost: 0.0007 ips: 50.7377 images/s [03/12 13:10:13] ppdet.engine INFO: Epoch: [52] [160/610] learning_rate: 0.222738 loss_vfl: 1.072397 loss_bbox: 0.520187 loss_dfl: 0.430112 loss: 2.015419 eta: 1 day, 17:11:10 batch_cost: 1.0214 data_cost: 0.0004 ips: 46.9931 images/s [03/12 13:10:34] ppdet.engine INFO: Epoch: [52] [180/610] learning_rate: 0.222716 loss_vfl: 1.095710 loss_bbox: 0.498397 loss_dfl: 0.404988 loss: 1.992774 eta: 1 day, 17:10:48 batch_cost: 0.9565 data_cost: 0.0004 ips: 50.1814 images/s [03/12 13:10:56] ppdet.engine INFO: Epoch: [52] [200/610] learning_rate: 0.222695 loss_vfl: 1.119930 loss_bbox: 0.544650 loss_dfl: 0.434509 loss: 2.130111 eta: 1 day, 17:10:28 batch_cost: 0.9747 data_cost: 0.0004 ips: 49.2448 images/s [03/12 13:11:16] ppdet.engine INFO: Epoch: [52] [220/610] learning_rate: 0.222674 loss_vfl: 1.122521 loss_bbox: 0.545681 loss_dfl: 0.425286 loss: 2.090041 eta: 1 day, 17:09:58 batch_cost: 0.8729 data_cost: 0.0009 ips: 54.9867 images/s [03/12 13:11:39] ppdet.engine INFO: Epoch: [52] [240/610] learning_rate: 0.222652 loss_vfl: 1.091931 loss_bbox: 0.522491 loss_dfl: 0.413429 loss: 2.010718 eta: 1 day, 17:09:44 batch_cost: 1.0331 data_cost: 0.0004 ips: 46.4617 images/s [03/12 13:12:01] ppdet.engine INFO: Epoch: [52] [260/610] learning_rate: 0.222631 loss_vfl: 1.038014 loss_bbox: 0.496826 loss_dfl: 0.409667 loss: 1.920933 eta: 1 day, 17:09:18 batch_cost: 0.9164 data_cost: 0.0004 ips: 52.3781 images/s [03/12 13:12:23] ppdet.engine INFO: Epoch: [52] [280/610] learning_rate: 0.222609 loss_vfl: 1.123713 loss_bbox: 0.530611 loss_dfl: 0.421093 loss: 2.034388 eta: 1 day, 17:08:58 batch_cost: 0.9795 data_cost: 0.0071 ips: 49.0022 images/s [03/12 13:12:45] ppdet.engine INFO: Epoch: [52] [300/610] learning_rate: 0.222588 loss_vfl: 1.099979 loss_bbox: 0.531431 loss_dfl: 0.443380 loss: 2.075842 eta: 1 day, 17:08:35 batch_cost: 0.9454 data_cost: 0.0004 ips: 50.7746 images/s [03/12 13:13:06] ppdet.engine INFO: Epoch: [52] [320/610] learning_rate: 0.222567 loss_vfl: 1.135791 loss_bbox: 0.526414 loss_dfl: 0.437268 loss: 2.110646 eta: 1 day, 17:08:14 batch_cost: 0.9648 data_cost: 0.0004 ips: 49.7493 images/s [03/12 13:13:27] ppdet.engine INFO: Epoch: [52] [340/610] learning_rate: 0.222545 loss_vfl: 1.111755 loss_bbox: 0.555497 loss_dfl: 0.436212 loss: 2.106868 eta: 1 day, 17:07:51 batch_cost: 0.9430 data_cost: 0.0004 ips: 50.8997 images/s [03/12 13:13:49] ppdet.engine INFO: Epoch: [52] [360/610] learning_rate: 0.222524 loss_vfl: 1.104123 loss_bbox: 0.532032 loss_dfl: 0.434753 loss: 2.051432 eta: 1 day, 17:07:28 batch_cost: 0.9448 data_cost: 0.0004 ips: 50.8034 images/s [03/12 13:14:10] ppdet.engine INFO: Epoch: [52] [380/610] learning_rate: 0.222502 loss_vfl: 1.062164 loss_bbox: 0.511284 loss_dfl: 0.429310 loss: 2.020652 eta: 1 day, 17:07:03 batch_cost: 0.9286 data_cost: 0.0004 ips: 51.6907 images/s [03/12 13:14:32] ppdet.engine INFO: Epoch: [52] [400/610] learning_rate: 0.222481 loss_vfl: 1.175120 loss_bbox: 0.538982 loss_dfl: 0.440109 loss: 2.150659 eta: 1 day, 17:06:43 batch_cost: 0.9775 data_cost: 0.0004 ips: 49.1046 images/s [03/12 13:14:53] ppdet.engine INFO: Epoch: [52] [420/610] learning_rate: 0.222459 loss_vfl: 1.089234 loss_bbox: 0.507277 loss_dfl: 0.416826 loss: 2.024635 eta: 1 day, 17:06:22 batch_cost: 0.9653 data_cost: 0.0004 ips: 49.7235 images/s [03/12 13:15:15] ppdet.engine INFO: Epoch: [52] [440/610] learning_rate: 0.222438 loss_vfl: 1.040884 loss_bbox: 0.509386 loss_dfl: 0.419230 loss: 1.964299 eta: 1 day, 17:06:02 batch_cost: 0.9742 data_cost: 0.0004 ips: 49.2702 images/s [03/12 13:15:38] ppdet.engine INFO: Epoch: [52] [460/610] learning_rate: 0.222416 loss_vfl: 1.087349 loss_bbox: 0.507155 loss_dfl: 0.419260 loss: 2.037204 eta: 1 day, 17:05:44 batch_cost: 0.9998 data_cost: 0.0005 ips: 48.0090 images/s [03/12 13:15:59] ppdet.engine INFO: Epoch: [52] [480/610] learning_rate: 0.222395 loss_vfl: 1.060623 loss_bbox: 0.499177 loss_dfl: 0.402598 loss: 1.947138 eta: 1 day, 17:05:24 batch_cost: 0.9756 data_cost: 0.0005 ips: 49.2010 images/s [03/12 13:16:21] ppdet.engine INFO: Epoch: [52] [500/610] learning_rate: 0.222373 loss_vfl: 1.088601 loss_bbox: 0.532390 loss_dfl: 0.433567 loss: 2.041904 eta: 1 day, 17:04:58 batch_cost: 0.9071 data_cost: 0.0004 ips: 52.9151 images/s [03/12 13:16:43] ppdet.engine INFO: Epoch: [52] [520/610] learning_rate: 0.222352 loss_vfl: 1.047796 loss_bbox: 0.528096 loss_dfl: 0.419907 loss: 2.008565 eta: 1 day, 17:04:35 batch_cost: 0.9535 data_cost: 0.0005 ips: 50.3413 images/s [03/12 13:17:05] ppdet.engine INFO: Epoch: [52] [540/610] learning_rate: 0.222330 loss_vfl: 1.060622 loss_bbox: 0.489982 loss_dfl: 0.403185 loss: 1.930967 eta: 1 day, 17:04:15 batch_cost: 0.9702 data_cost: 0.0004 ips: 49.4731 images/s [03/12 13:17:28] ppdet.engine INFO: Epoch: [52] [560/610] learning_rate: 0.222309 loss_vfl: 1.051638 loss_bbox: 0.527883 loss_dfl: 0.422093 loss: 2.004664 eta: 1 day, 17:03:57 batch_cost: 1.0006 data_cost: 0.0015 ips: 47.9710 images/s [03/12 13:17:50] ppdet.engine INFO: Epoch: [52] [580/610] learning_rate: 0.222287 loss_vfl: 1.113216 loss_bbox: 0.535142 loss_dfl: 0.446066 loss: 2.113486 eta: 1 day, 17:03:38 batch_cost: 0.9893 data_cost: 0.0084 ips: 48.5213 images/s [03/12 13:18:11] ppdet.engine INFO: Epoch: [52] [600/610] learning_rate: 0.222266 loss_vfl: 1.062050 loss_bbox: 0.474592 loss_dfl: 0.409991 loss: 1.954778 eta: 1 day, 17:03:18 batch_cost: 0.9774 data_cost: 0.0005 ips: 49.1090 images/s [03/12 13:18:32] ppdet.engine INFO: Epoch: [53] [ 0/610] learning_rate: 0.222255 loss_vfl: 1.089846 loss_bbox: 0.532190 loss_dfl: 0.426911 loss: 2.047401 eta: 1 day, 17:03:42 batch_cost: 1.3122 data_cost: 0.5768 ips: 36.5785 images/s [03/12 13:18:59] ppdet.engine INFO: Epoch: [53] [ 20/610] learning_rate: 0.222233 loss_vfl: 1.068998 loss_bbox: 0.520079 loss_dfl: 0.437669 loss: 2.024801 eta: 1 day, 17:03:45 batch_cost: 1.2266 data_cost: 0.0004 ips: 39.1333 images/s [03/12 13:19:21] ppdet.engine INFO: Epoch: [53] [ 40/610] learning_rate: 0.222212 loss_vfl: 1.050697 loss_bbox: 0.490728 loss_dfl: 0.421187 loss: 1.987277 eta: 1 day, 17:03:23 batch_cost: 0.9569 data_cost: 0.0004 ips: 50.1626 images/s [03/12 13:19:43] ppdet.engine INFO: Epoch: [53] [ 60/610] learning_rate: 0.222190 loss_vfl: 1.161501 loss_bbox: 0.562500 loss_dfl: 0.459765 loss: 2.200141 eta: 1 day, 17:03:10 batch_cost: 1.0448 data_cost: 0.0006 ips: 45.9427 images/s [03/12 13:20:06] ppdet.engine INFO: Epoch: [53] [ 80/610] learning_rate: 0.222168 loss_vfl: 1.106896 loss_bbox: 0.561275 loss_dfl: 0.442126 loss: 2.096570 eta: 1 day, 17:02:55 batch_cost: 1.0321 data_cost: 0.0004 ips: 46.5088 images/s [03/12 13:20:26] ppdet.engine INFO: Epoch: [53] [100/610] learning_rate: 0.222147 loss_vfl: 1.072154 loss_bbox: 0.517411 loss_dfl: 0.431488 loss: 2.025336 eta: 1 day, 17:02:28 batch_cost: 0.9061 data_cost: 0.0004 ips: 52.9716 images/s [03/12 13:20:48] ppdet.engine INFO: Epoch: [53] [120/610] learning_rate: 0.222125 loss_vfl: 1.035921 loss_bbox: 0.485749 loss_dfl: 0.404428 loss: 1.918340 eta: 1 day, 17:02:09 batch_cost: 0.9904 data_cost: 0.0004 ips: 48.4675 images/s [03/12 13:21:10] ppdet.engine INFO: Epoch: [53] [140/610] learning_rate: 0.222103 loss_vfl: 1.061047 loss_bbox: 0.508784 loss_dfl: 0.416696 loss: 2.000487 eta: 1 day, 17:01:50 batch_cost: 0.9867 data_cost: 0.0004 ips: 48.6447 images/s [03/12 13:21:32] ppdet.engine INFO: Epoch: [53] [160/610] learning_rate: 0.222082 loss_vfl: 1.078099 loss_bbox: 0.517143 loss_dfl: 0.432668 loss: 2.008867 eta: 1 day, 17:01:27 batch_cost: 0.9420 data_cost: 0.0004 ips: 50.9532 images/s [03/12 13:21:53] ppdet.engine INFO: Epoch: [53] [180/610] learning_rate: 0.222060 loss_vfl: 1.157233 loss_bbox: 0.546879 loss_dfl: 0.445717 loss: 2.145489 eta: 1 day, 17:01:02 batch_cost: 0.9276 data_cost: 0.0004 ips: 51.7438 images/s [03/12 13:22:15] ppdet.engine INFO: Epoch: [53] [200/610] learning_rate: 0.222038 loss_vfl: 1.091810 loss_bbox: 0.530382 loss_dfl: 0.429197 loss: 2.056031 eta: 1 day, 17:00:37 batch_cost: 0.9234 data_cost: 0.0004 ips: 51.9791 images/s [03/12 13:22:37] ppdet.engine INFO: Epoch: [53] [220/610] learning_rate: 0.222016 loss_vfl: 1.072686 loss_bbox: 0.512001 loss_dfl: 0.413182 loss: 1.995409 eta: 1 day, 17:00:17 batch_cost: 0.9738 data_cost: 0.0004 ips: 49.2929 images/s [03/12 13:22:59] ppdet.engine INFO: Epoch: [53] [240/610] learning_rate: 0.221995 loss_vfl: 1.042411 loss_bbox: 0.499808 loss_dfl: 0.416767 loss: 1.944063 eta: 1 day, 17:00:01 batch_cost: 1.0248 data_cost: 0.0004 ips: 46.8390 images/s [03/12 13:23:21] ppdet.engine INFO: Epoch: [53] [260/610] learning_rate: 0.221973 loss_vfl: 1.092935 loss_bbox: 0.538127 loss_dfl: 0.433372 loss: 2.055796 eta: 1 day, 16:59:39 batch_cost: 0.9530 data_cost: 0.0010 ips: 50.3658 images/s [03/12 13:23:43] ppdet.engine INFO: Epoch: [53] [280/610] learning_rate: 0.221951 loss_vfl: 1.076496 loss_bbox: 0.545960 loss_dfl: 0.449364 loss: 2.067948 eta: 1 day, 16:59:20 batch_cost: 0.9818 data_cost: 0.0008 ips: 48.8877 images/s [03/12 13:24:04] ppdet.engine INFO: Epoch: [53] [300/610] learning_rate: 0.221929 loss_vfl: 1.087466 loss_bbox: 0.544712 loss_dfl: 0.436087 loss: 2.077548 eta: 1 day, 16:58:57 batch_cost: 0.9485 data_cost: 0.0004 ips: 50.6060 images/s [03/12 13:24:25] ppdet.engine INFO: Epoch: [53] [320/610] learning_rate: 0.221908 loss_vfl: 1.151861 loss_bbox: 0.563624 loss_dfl: 0.452146 loss: 2.161960 eta: 1 day, 16:58:32 batch_cost: 0.9212 data_cost: 0.0005 ips: 52.1057 images/s [03/12 13:24:47] ppdet.engine INFO: Epoch: [53] [340/610] learning_rate: 0.221886 loss_vfl: 1.088865 loss_bbox: 0.532847 loss_dfl: 0.424120 loss: 2.064270 eta: 1 day, 16:58:17 batch_cost: 1.0365 data_cost: 0.0004 ips: 46.3089 images/s [03/12 13:25:08] ppdet.engine INFO: Epoch: [53] [360/610] learning_rate: 0.221864 loss_vfl: 1.107760 loss_bbox: 0.534858 loss_dfl: 0.432285 loss: 2.077299 eta: 1 day, 16:57:53 batch_cost: 0.9325 data_cost: 0.0009 ips: 51.4758 images/s [03/12 13:25:30] ppdet.engine INFO: Epoch: [53] [380/610] learning_rate: 0.221842 loss_vfl: 1.062367 loss_bbox: 0.517492 loss_dfl: 0.423303 loss: 2.013473 eta: 1 day, 16:57:36 batch_cost: 1.0033 data_cost: 0.0004 ips: 47.8437 images/s [03/12 13:25:52] ppdet.engine INFO: Epoch: [53] [400/610] learning_rate: 0.221820 loss_vfl: 1.127669 loss_bbox: 0.545969 loss_dfl: 0.443363 loss: 2.116354 eta: 1 day, 16:57:17 batch_cost: 0.9910 data_cost: 0.0004 ips: 48.4341 images/s [03/12 13:26:14] ppdet.engine INFO: Epoch: [53] [420/610] learning_rate: 0.221799 loss_vfl: 1.075164 loss_bbox: 0.536082 loss_dfl: 0.430409 loss: 2.058706 eta: 1 day, 16:56:50 batch_cost: 0.9052 data_cost: 0.0004 ips: 53.0264 images/s [03/12 13:26:36] ppdet.engine INFO: Epoch: [53] [440/610] learning_rate: 0.221777 loss_vfl: 1.073555 loss_bbox: 0.510101 loss_dfl: 0.429057 loss: 2.017097 eta: 1 day, 16:56:33 batch_cost: 1.0082 data_cost: 0.0004 ips: 47.6075 images/s [03/12 13:26:58] ppdet.engine INFO: Epoch: [53] [460/610] learning_rate: 0.221755 loss_vfl: 1.153378 loss_bbox: 0.531362 loss_dfl: 0.436843 loss: 2.118458 eta: 1 day, 16:56:17 batch_cost: 1.0180 data_cost: 0.0006 ips: 47.1496 images/s [03/12 13:27:21] ppdet.engine INFO: Epoch: [53] [480/610] learning_rate: 0.221733 loss_vfl: 1.092124 loss_bbox: 0.519795 loss_dfl: 0.425896 loss: 2.011374 eta: 1 day, 16:56:04 batch_cost: 1.0505 data_cost: 0.0005 ips: 45.6921 images/s [03/12 13:27:43] ppdet.engine INFO: Epoch: [53] [500/610] learning_rate: 0.221711 loss_vfl: 1.108128 loss_bbox: 0.516245 loss_dfl: 0.416298 loss: 2.049704 eta: 1 day, 16:55:49 batch_cost: 1.0312 data_cost: 0.0010 ips: 46.5488 images/s [03/12 13:28:04] ppdet.engine INFO: Epoch: [53] [520/610] learning_rate: 0.221689 loss_vfl: 1.074640 loss_bbox: 0.512603 loss_dfl: 0.426224 loss: 2.015486 eta: 1 day, 16:55:27 batch_cost: 0.9601 data_cost: 0.0010 ips: 49.9964 images/s [03/12 13:28:26] ppdet.engine INFO: Epoch: [53] [540/610] learning_rate: 0.221667 loss_vfl: 1.098660 loss_bbox: 0.542608 loss_dfl: 0.445453 loss: 2.092948 eta: 1 day, 16:55:08 batch_cost: 0.9858 data_cost: 0.0005 ips: 48.6920 images/s [03/12 13:28:47] ppdet.engine INFO: Epoch: [53] [560/610] learning_rate: 0.221645 loss_vfl: 1.139390 loss_bbox: 0.571646 loss_dfl: 0.453579 loss: 2.146427 eta: 1 day, 16:54:46 batch_cost: 0.9538 data_cost: 0.0004 ips: 50.3232 images/s [03/12 13:29:09] ppdet.engine INFO: Epoch: [53] [580/610] learning_rate: 0.221623 loss_vfl: 1.121918 loss_bbox: 0.528647 loss_dfl: 0.421129 loss: 2.066731 eta: 1 day, 16:54:22 batch_cost: 0.9395 data_cost: 0.0004 ips: 51.0903 images/s [03/12 13:29:31] ppdet.engine INFO: Epoch: [53] [600/610] learning_rate: 0.221601 loss_vfl: 1.056845 loss_bbox: 0.501343 loss_dfl: 0.412982 loss: 1.964278 eta: 1 day, 16:54:03 batch_cost: 0.9798 data_cost: 0.0005 ips: 48.9886 images/s [03/12 13:29:53] ppdet.engine INFO: Epoch: [54] [ 0/610] learning_rate: 0.221590 loss_vfl: 1.099230 loss_bbox: 0.521019 loss_dfl: 0.426973 loss: 2.052672 eta: 1 day, 16:54:29 batch_cost: 1.3536 data_cost: 0.5162 ips: 35.4614 images/s [03/12 13:30:19] ppdet.engine INFO: Epoch: [54] [ 20/610] learning_rate: 0.221568 loss_vfl: 1.098217 loss_bbox: 0.541128 loss_dfl: 0.436765 loss: 2.098213 eta: 1 day, 16:54:28 batch_cost: 1.1842 data_cost: 0.0004 ips: 40.5345 images/s [03/12 13:30:42] ppdet.engine INFO: Epoch: [54] [ 40/610] learning_rate: 0.221546 loss_vfl: 1.036884 loss_bbox: 0.500920 loss_dfl: 0.409865 loss: 1.938863 eta: 1 day, 16:54:11 batch_cost: 1.0078 data_cost: 0.0011 ips: 47.6297 images/s [03/12 13:31:04] ppdet.engine INFO: Epoch: [54] [ 60/610] learning_rate: 0.221524 loss_vfl: 1.086810 loss_bbox: 0.535560 loss_dfl: 0.432660 loss: 2.065719 eta: 1 day, 16:53:54 batch_cost: 1.0139 data_cost: 0.0004 ips: 47.3406 images/s [03/12 13:31:27] ppdet.engine INFO: Epoch: [54] [ 80/610] learning_rate: 0.221502 loss_vfl: 1.052257 loss_bbox: 0.501926 loss_dfl: 0.412252 loss: 1.956292 eta: 1 day, 16:53:44 batch_cost: 1.0850 data_cost: 0.0004 ips: 44.2414 images/s [03/12 13:31:50] ppdet.engine INFO: Epoch: [54] [100/610] learning_rate: 0.221480 loss_vfl: 1.150200 loss_bbox: 0.571278 loss_dfl: 0.456189 loss: 2.167944 eta: 1 day, 16:53:23 batch_cost: 0.9647 data_cost: 0.0004 ips: 49.7546 images/s [03/12 13:32:12] ppdet.engine INFO: Epoch: [54] [120/610] learning_rate: 0.221458 loss_vfl: 1.071151 loss_bbox: 0.497791 loss_dfl: 0.418433 loss: 1.998399 eta: 1 day, 16:53:01 batch_cost: 0.9565 data_cost: 0.0004 ips: 50.1833 images/s [03/12 13:32:35] ppdet.engine INFO: Epoch: [54] [140/610] learning_rate: 0.221436 loss_vfl: 1.085677 loss_bbox: 0.520980 loss_dfl: 0.416600 loss: 2.030376 eta: 1 day, 16:52:47 batch_cost: 1.0432 data_cost: 0.0004 ips: 46.0125 images/s [03/12 13:32:55] ppdet.engine INFO: Epoch: [54] [160/610] learning_rate: 0.221414 loss_vfl: 1.046731 loss_bbox: 0.495933 loss_dfl: 0.413210 loss: 1.933083 eta: 1 day, 16:52:22 batch_cost: 0.9250 data_cost: 0.0004 ips: 51.8906 images/s [03/12 13:33:17] ppdet.engine INFO: Epoch: [54] [180/610] learning_rate: 0.221392 loss_vfl: 1.041108 loss_bbox: 0.496818 loss_dfl: 0.408789 loss: 1.962306 eta: 1 day, 16:51:57 batch_cost: 0.9229 data_cost: 0.0005 ips: 52.0086 images/s [03/12 13:33:40] ppdet.engine INFO: Epoch: [54] [200/610] learning_rate: 0.221370 loss_vfl: 1.151591 loss_bbox: 0.571388 loss_dfl: 0.453030 loss: 2.167813 eta: 1 day, 16:51:42 batch_cost: 1.0323 data_cost: 0.0005 ips: 46.4981 images/s [03/12 13:34:01] ppdet.engine INFO: Epoch: [54] [220/610] learning_rate: 0.221348 loss_vfl: 1.089372 loss_bbox: 0.523411 loss_dfl: 0.424396 loss: 2.028113 eta: 1 day, 16:51:21 batch_cost: 0.9620 data_cost: 0.0004 ips: 49.8976 images/s [03/12 13:34:23] ppdet.engine INFO: Epoch: [54] [240/610] learning_rate: 0.221326 loss_vfl: 1.087353 loss_bbox: 0.514230 loss_dfl: 0.412394 loss: 1.993734 eta: 1 day, 16:51:02 batch_cost: 0.9885 data_cost: 0.0004 ips: 48.5574 images/s [03/12 13:34:46] ppdet.engine INFO: Epoch: [54] [260/610] learning_rate: 0.221304 loss_vfl: 1.113313 loss_bbox: 0.542590 loss_dfl: 0.443004 loss: 2.107300 eta: 1 day, 16:50:43 batch_cost: 0.9903 data_cost: 0.0004 ips: 48.4723 images/s [03/12 13:35:08] ppdet.engine INFO: Epoch: [54] [280/610] learning_rate: 0.221282 loss_vfl: 1.090150 loss_bbox: 0.548932 loss_dfl: 0.437111 loss: 2.098280 eta: 1 day, 16:50:23 batch_cost: 0.9816 data_cost: 0.0005 ips: 48.8974 images/s [03/12 13:35:31] ppdet.engine INFO: Epoch: [54] [300/610] learning_rate: 0.221260 loss_vfl: 1.141847 loss_bbox: 0.564865 loss_dfl: 0.452301 loss: 2.145888 eta: 1 day, 16:50:04 batch_cost: 0.9868 data_cost: 0.0004 ips: 48.6409 images/s [03/12 13:35:53] ppdet.engine INFO: Epoch: [54] [320/610] learning_rate: 0.221237 loss_vfl: 1.083964 loss_bbox: 0.512003 loss_dfl: 0.428820 loss: 2.018575 eta: 1 day, 16:49:48 batch_cost: 1.0170 data_cost: 0.0004 ips: 47.1955 images/s [03/12 13:36:15] ppdet.engine INFO: Epoch: [54] [340/610] learning_rate: 0.221215 loss_vfl: 1.056352 loss_bbox: 0.511758 loss_dfl: 0.426913 loss: 1.985479 eta: 1 day, 16:49:23 batch_cost: 0.9276 data_cost: 0.0004 ips: 51.7465 images/s [03/12 13:36:37] ppdet.engine INFO: Epoch: [54] [360/610] learning_rate: 0.221193 loss_vfl: 1.062709 loss_bbox: 0.515322 loss_dfl: 0.420028 loss: 2.010445 eta: 1 day, 16:49:03 batch_cost: 0.9770 data_cost: 0.0004 ips: 49.1316 images/s [03/12 13:36:58] ppdet.engine INFO: Epoch: [54] [380/610] learning_rate: 0.221171 loss_vfl: 1.105253 loss_bbox: 0.530231 loss_dfl: 0.432349 loss: 2.058447 eta: 1 day, 16:48:40 batch_cost: 0.9427 data_cost: 0.0031 ips: 50.9149 images/s [03/12 13:37:21] ppdet.engine INFO: Epoch: [54] [400/610] learning_rate: 0.221149 loss_vfl: 1.065749 loss_bbox: 0.512195 loss_dfl: 0.404892 loss: 1.987739 eta: 1 day, 16:48:23 batch_cost: 1.0075 data_cost: 0.0005 ips: 47.6420 images/s [03/12 13:37:43] ppdet.engine INFO: Epoch: [54] [420/610] learning_rate: 0.221127 loss_vfl: 1.148961 loss_bbox: 0.564135 loss_dfl: 0.455532 loss: 2.155568 eta: 1 day, 16:48:08 batch_cost: 1.0349 data_cost: 0.0049 ips: 46.3801 images/s [03/12 13:38:06] ppdet.engine INFO: Epoch: [54] [440/610] learning_rate: 0.221104 loss_vfl: 1.042639 loss_bbox: 0.489040 loss_dfl: 0.401727 loss: 1.962418 eta: 1 day, 16:47:52 batch_cost: 1.0268 data_cost: 0.0004 ips: 46.7464 images/s [03/12 13:38:27] ppdet.engine INFO: Epoch: [54] [460/610] learning_rate: 0.221082 loss_vfl: 1.192841 loss_bbox: 0.589414 loss_dfl: 0.468335 loss: 2.219578 eta: 1 day, 16:47:29 batch_cost: 0.9343 data_cost: 0.0004 ips: 51.3761 images/s [03/12 13:38:46] ppdet.engine INFO: Epoch: [54] [480/610] learning_rate: 0.221060 loss_vfl: 1.104334 loss_bbox: 0.501242 loss_dfl: 0.430618 loss: 2.021772 eta: 1 day, 16:46:58 batch_cost: 0.8636 data_cost: 0.0004 ips: 55.5785 images/s [03/12 13:39:09] ppdet.engine INFO: Epoch: [54] [500/610] learning_rate: 0.221038 loss_vfl: 1.134706 loss_bbox: 0.519587 loss_dfl: 0.414794 loss: 2.102523 eta: 1 day, 16:46:39 batch_cost: 0.9806 data_cost: 0.0004 ips: 48.9474 images/s [03/12 13:39:32] ppdet.engine INFO: Epoch: [54] [520/610] learning_rate: 0.221015 loss_vfl: 1.100657 loss_bbox: 0.513846 loss_dfl: 0.427285 loss: 2.010283 eta: 1 day, 16:46:23 batch_cost: 1.0237 data_cost: 0.0004 ips: 46.8886 images/s [03/12 13:39:53] ppdet.engine INFO: Epoch: [54] [540/610] learning_rate: 0.220993 loss_vfl: 1.074495 loss_bbox: 0.517339 loss_dfl: 0.425897 loss: 2.055803 eta: 1 day, 16:46:03 batch_cost: 0.9779 data_cost: 0.0004 ips: 49.0827 images/s [03/12 13:40:15] ppdet.engine INFO: Epoch: [54] [560/610] learning_rate: 0.220971 loss_vfl: 1.117668 loss_bbox: 0.528974 loss_dfl: 0.445245 loss: 2.089075 eta: 1 day, 16:45:42 batch_cost: 0.9688 data_cost: 0.0004 ips: 49.5452 images/s [03/12 13:40:37] ppdet.engine INFO: Epoch: [54] [580/610] learning_rate: 0.220948 loss_vfl: 1.119750 loss_bbox: 0.531523 loss_dfl: 0.425615 loss: 2.078785 eta: 1 day, 16:45:22 batch_cost: 0.9787 data_cost: 0.0004 ips: 49.0471 images/s [03/12 13:40:58] ppdet.engine INFO: Epoch: [54] [600/610] learning_rate: 0.220926 loss_vfl: 1.003867 loss_bbox: 0.496793 loss_dfl: 0.401615 loss: 1.903838 eta: 1 day, 16:44:54 batch_cost: 0.8813 data_cost: 0.0005 ips: 54.4629 images/s [03/12 13:41:20] ppdet.engine INFO: Epoch: [55] [ 0/610] learning_rate: 0.220915 loss_vfl: 1.030151 loss_bbox: 0.482336 loss_dfl: 0.407619 loss: 1.926704 eta: 1 day, 16:45:19 batch_cost: 1.2935 data_cost: 0.5994 ips: 37.1083 images/s [03/12 13:41:46] ppdet.engine INFO: Epoch: [55] [ 20/610] learning_rate: 0.220893 loss_vfl: 1.084924 loss_bbox: 0.523356 loss_dfl: 0.424229 loss: 2.027906 eta: 1 day, 16:45:17 batch_cost: 1.1728 data_cost: 0.0004 ips: 40.9275 images/s [03/12 13:42:09] ppdet.engine INFO: Epoch: [55] [ 40/610] learning_rate: 0.220870 loss_vfl: 1.016209 loss_bbox: 0.493805 loss_dfl: 0.408222 loss: 1.913713 eta: 1 day, 16:45:02 batch_cost: 1.0383 data_cost: 0.0004 ips: 46.2273 images/s [03/12 13:42:32] ppdet.engine INFO: Epoch: [55] [ 60/610] learning_rate: 0.220848 loss_vfl: 1.102949 loss_bbox: 0.545441 loss_dfl: 0.444892 loss: 2.084467 eta: 1 day, 16:44:46 batch_cost: 1.0195 data_cost: 0.0004 ips: 47.0796 images/s [03/12 13:42:55] ppdet.engine INFO: Epoch: [55] [ 80/610] learning_rate: 0.220825 loss_vfl: 1.202436 loss_bbox: 0.562902 loss_dfl: 0.452087 loss: 2.237007 eta: 1 day, 16:44:32 batch_cost: 1.0465 data_cost: 0.0004 ips: 45.8673 images/s [03/12 13:43:16] ppdet.engine INFO: Epoch: [55] [100/610] learning_rate: 0.220803 loss_vfl: 1.102960 loss_bbox: 0.530563 loss_dfl: 0.429745 loss: 2.021412 eta: 1 day, 16:44:05 batch_cost: 0.8961 data_cost: 0.0004 ips: 53.5675 images/s [03/12 13:43:39] ppdet.engine INFO: Epoch: [55] [120/610] learning_rate: 0.220781 loss_vfl: 1.126836 loss_bbox: 0.552233 loss_dfl: 0.446935 loss: 2.117456 eta: 1 day, 16:43:48 batch_cost: 1.0138 data_cost: 0.0004 ips: 47.3474 images/s [03/12 13:44:03] ppdet.engine INFO: Epoch: [55] [140/610] learning_rate: 0.220758 loss_vfl: 1.028344 loss_bbox: 0.499024 loss_dfl: 0.407205 loss: 1.938293 eta: 1 day, 16:43:33 batch_cost: 1.0413 data_cost: 0.0004 ips: 46.0960 images/s [03/12 13:44:24] ppdet.engine INFO: Epoch: [55] [160/610] learning_rate: 0.220736 loss_vfl: 1.088471 loss_bbox: 0.538018 loss_dfl: 0.440454 loss: 2.029777 eta: 1 day, 16:43:14 batch_cost: 0.9849 data_cost: 0.0004 ips: 48.7337 images/s [03/12 13:44:46] ppdet.engine INFO: Epoch: [55] [180/610] learning_rate: 0.220713 loss_vfl: 1.077849 loss_bbox: 0.505514 loss_dfl: 0.416442 loss: 2.001171 eta: 1 day, 16:42:54 batch_cost: 0.9750 data_cost: 0.0008 ips: 49.2327 images/s [03/12 13:45:08] ppdet.engine INFO: Epoch: [55] [200/610] learning_rate: 0.220691 loss_vfl: 1.034123 loss_bbox: 0.509468 loss_dfl: 0.407761 loss: 1.953738 eta: 1 day, 16:42:30 batch_cost: 0.9399 data_cost: 0.0004 ips: 51.0677 images/s [03/12 13:45:31] ppdet.engine INFO: Epoch: [55] [220/610] learning_rate: 0.220669 loss_vfl: 1.124308 loss_bbox: 0.516211 loss_dfl: 0.428953 loss: 2.070695 eta: 1 day, 16:42:14 batch_cost: 1.0217 data_cost: 0.0004 ips: 46.9796 images/s [03/12 13:45:52] ppdet.engine INFO: Epoch: [55] [240/610] learning_rate: 0.220646 loss_vfl: 1.092772 loss_bbox: 0.521642 loss_dfl: 0.430507 loss: 2.028220 eta: 1 day, 16:41:52 batch_cost: 0.9501 data_cost: 0.0004 ips: 50.5222 images/s [03/12 13:46:15] ppdet.engine INFO: Epoch: [55] [260/610] learning_rate: 0.220624 loss_vfl: 1.087119 loss_bbox: 0.538182 loss_dfl: 0.423984 loss: 2.054894 eta: 1 day, 16:41:35 batch_cost: 1.0110 data_cost: 0.0004 ips: 47.4783 images/s [03/12 13:46:38] ppdet.engine INFO: Epoch: [55] [280/610] learning_rate: 0.220601 loss_vfl: 1.166342 loss_bbox: 0.546560 loss_dfl: 0.457160 loss: 2.181679 eta: 1 day, 16:41:16 batch_cost: 0.9934 data_cost: 0.0004 ips: 48.3200 images/s [03/12 13:47:01] ppdet.engine INFO: Epoch: [55] [300/610] learning_rate: 0.220579 loss_vfl: 1.082869 loss_bbox: 0.519216 loss_dfl: 0.413507 loss: 2.040260 eta: 1 day, 16:41:00 batch_cost: 1.0203 data_cost: 0.0005 ips: 47.0466 images/s [03/12 13:47:23] ppdet.engine INFO: Epoch: [55] [320/610] learning_rate: 0.220556 loss_vfl: 1.082089 loss_bbox: 0.519071 loss_dfl: 0.424882 loss: 1.992143 eta: 1 day, 16:40:40 batch_cost: 0.9790 data_cost: 0.0004 ips: 49.0303 images/s [03/12 13:47:46] ppdet.engine INFO: Epoch: [55] [340/610] learning_rate: 0.220534 loss_vfl: 1.138695 loss_bbox: 0.518512 loss_dfl: 0.440291 loss: 2.098048 eta: 1 day, 16:40:19 batch_cost: 0.9656 data_cost: 0.0004 ips: 49.7104 images/s [03/12 13:48:09] ppdet.engine INFO: Epoch: [55] [360/610] learning_rate: 0.220511 loss_vfl: 1.067777 loss_bbox: 0.502804 loss_dfl: 0.420210 loss: 1.994601 eta: 1 day, 16:40:10 batch_cost: 1.1050 data_cost: 0.0004 ips: 43.4405 images/s [03/12 13:48:31] ppdet.engine INFO: Epoch: [55] [380/610] learning_rate: 0.220488 loss_vfl: 1.096825 loss_bbox: 0.537664 loss_dfl: 0.437905 loss: 2.059850 eta: 1 day, 16:39:42 batch_cost: 0.8860 data_cost: 0.0004 ips: 54.1744 images/s [03/12 13:48:52] ppdet.engine INFO: Epoch: [55] [400/610] learning_rate: 0.220466 loss_vfl: 1.105818 loss_bbox: 0.516928 loss_dfl: 0.435964 loss: 2.066740 eta: 1 day, 16:39:16 batch_cost: 0.9126 data_cost: 0.0014 ips: 52.5956 images/s [03/12 13:49:14] ppdet.engine INFO: Epoch: [55] [420/610] learning_rate: 0.220443 loss_vfl: 1.061580 loss_bbox: 0.496030 loss_dfl: 0.422712 loss: 1.988329 eta: 1 day, 16:39:00 batch_cost: 1.0233 data_cost: 0.0005 ips: 46.9051 images/s [03/12 13:49:36] ppdet.engine INFO: Epoch: [55] [440/610] learning_rate: 0.220421 loss_vfl: 1.084790 loss_bbox: 0.521651 loss_dfl: 0.425148 loss: 2.017022 eta: 1 day, 16:38:41 batch_cost: 0.9843 data_cost: 0.0004 ips: 48.7649 images/s [03/12 13:49:58] ppdet.engine INFO: Epoch: [55] [460/610] learning_rate: 0.220398 loss_vfl: 1.047010 loss_bbox: 0.529233 loss_dfl: 0.421510 loss: 1.990200 eta: 1 day, 16:38:25 batch_cost: 1.0248 data_cost: 0.0004 ips: 46.8392 images/s [03/12 13:50:20] ppdet.engine INFO: Epoch: [55] [480/610] learning_rate: 0.220376 loss_vfl: 1.129272 loss_bbox: 0.521699 loss_dfl: 0.433178 loss: 2.062191 eta: 1 day, 16:38:11 batch_cost: 1.0408 data_cost: 0.0004 ips: 46.1182 images/s [03/12 13:50:42] ppdet.engine INFO: Epoch: [55] [500/610] learning_rate: 0.220353 loss_vfl: 1.061090 loss_bbox: 0.526519 loss_dfl: 0.419530 loss: 1.999593 eta: 1 day, 16:37:50 batch_cost: 0.9679 data_cost: 0.0004 ips: 49.5909 images/s [03/12 13:51:04] ppdet.engine INFO: Epoch: [55] [520/610] learning_rate: 0.220330 loss_vfl: 1.123826 loss_bbox: 0.552820 loss_dfl: 0.443584 loss: 2.128043 eta: 1 day, 16:37:34 batch_cost: 1.0250 data_cost: 0.0013 ips: 46.8302 images/s [03/12 13:51:27] ppdet.engine INFO: Epoch: [55] [540/610] learning_rate: 0.220308 loss_vfl: 1.102798 loss_bbox: 0.519963 loss_dfl: 0.429238 loss: 2.047864 eta: 1 day, 16:37:16 batch_cost: 1.0084 data_cost: 0.0004 ips: 47.6009 images/s [03/12 13:51:48] ppdet.engine INFO: Epoch: [55] [560/610] learning_rate: 0.220285 loss_vfl: 1.066034 loss_bbox: 0.557054 loss_dfl: 0.443579 loss: 2.066845 eta: 1 day, 16:36:57 batch_cost: 0.9822 data_cost: 0.0004 ips: 48.8701 images/s [03/12 13:52:08] ppdet.engine INFO: Epoch: [55] [580/610] learning_rate: 0.220262 loss_vfl: 1.112323 loss_bbox: 0.520957 loss_dfl: 0.430887 loss: 2.053815 eta: 1 day, 16:36:26 batch_cost: 0.8547 data_cost: 0.0004 ips: 56.1627 images/s [03/12 13:52:30] ppdet.engine INFO: Epoch: [55] [600/610] learning_rate: 0.220240 loss_vfl: 1.169287 loss_bbox: 0.568716 loss_dfl: 0.452849 loss: 2.189961 eta: 1 day, 16:36:06 batch_cost: 0.9718 data_cost: 0.0005 ips: 49.3912 images/s [03/12 13:52:53] ppdet.engine INFO: Epoch: [56] [ 0/610] learning_rate: 0.220228 loss_vfl: 1.180130 loss_bbox: 0.572006 loss_dfl: 0.462771 loss: 2.249466 eta: 1 day, 16:36:32 batch_cost: 1.4038 data_cost: 0.3948 ips: 34.1937 images/s [03/12 13:53:18] ppdet.engine INFO: Epoch: [56] [ 20/610] learning_rate: 0.220206 loss_vfl: 1.072973 loss_bbox: 0.525769 loss_dfl: 0.412630 loss: 2.022235 eta: 1 day, 16:36:25 batch_cost: 1.1200 data_cost: 0.0004 ips: 42.8571 images/s [03/12 13:53:40] ppdet.engine INFO: Epoch: [56] [ 40/610] learning_rate: 0.220183 loss_vfl: 1.108792 loss_bbox: 0.533994 loss_dfl: 0.431770 loss: 2.058261 eta: 1 day, 16:36:02 batch_cost: 0.9501 data_cost: 0.0004 ips: 50.5235 images/s [03/12 13:54:02] ppdet.engine INFO: Epoch: [56] [ 60/610] learning_rate: 0.220160 loss_vfl: 1.067248 loss_bbox: 0.511288 loss_dfl: 0.421852 loss: 2.020486 eta: 1 day, 16:35:41 batch_cost: 0.9569 data_cost: 0.0015 ips: 50.1595 images/s [03/12 13:54:23] ppdet.engine INFO: Epoch: [56] [ 80/610] learning_rate: 0.220137 loss_vfl: 1.103192 loss_bbox: 0.532814 loss_dfl: 0.438337 loss: 2.098128 eta: 1 day, 16:35:20 batch_cost: 0.9767 data_cost: 0.0017 ips: 49.1458 images/s [03/12 13:54:47] ppdet.engine INFO: Epoch: [56] [100/610] learning_rate: 0.220115 loss_vfl: 1.099808 loss_bbox: 0.541751 loss_dfl: 0.427626 loss: 2.034397 eta: 1 day, 16:35:07 batch_cost: 1.0534 data_cost: 0.0004 ips: 45.5687 images/s [03/12 13:55:10] ppdet.engine INFO: Epoch: [56] [120/610] learning_rate: 0.220092 loss_vfl: 1.037713 loss_bbox: 0.520867 loss_dfl: 0.411538 loss: 1.994824 eta: 1 day, 16:34:51 batch_cost: 1.0267 data_cost: 0.0011 ips: 46.7524 images/s [03/12 13:55:32] ppdet.engine INFO: Epoch: [56] [140/610] learning_rate: 0.220069 loss_vfl: 1.032735 loss_bbox: 0.480077 loss_dfl: 0.401201 loss: 1.893732 eta: 1 day, 16:34:38 batch_cost: 1.0519 data_cost: 0.0004 ips: 45.6335 images/s [03/12 13:55:54] ppdet.engine INFO: Epoch: [56] [160/610] learning_rate: 0.220046 loss_vfl: 1.084728 loss_bbox: 0.540984 loss_dfl: 0.435769 loss: 2.074986 eta: 1 day, 16:34:18 batch_cost: 0.9849 data_cost: 0.0004 ips: 48.7357 images/s [03/12 13:56:15] ppdet.engine INFO: Epoch: [56] [180/610] learning_rate: 0.220024 loss_vfl: 1.130560 loss_bbox: 0.544148 loss_dfl: 0.443348 loss: 2.129640 eta: 1 day, 16:33:58 batch_cost: 0.9734 data_cost: 0.0005 ips: 49.3120 images/s [03/12 13:56:38] ppdet.engine INFO: Epoch: [56] [200/610] learning_rate: 0.220001 loss_vfl: 1.083237 loss_bbox: 0.526124 loss_dfl: 0.428968 loss: 2.055928 eta: 1 day, 16:33:39 batch_cost: 0.9924 data_cost: 0.0009 ips: 48.3670 images/s [03/12 13:57:00] ppdet.engine INFO: Epoch: [56] [220/610] learning_rate: 0.219978 loss_vfl: 1.033271 loss_bbox: 0.507708 loss_dfl: 0.417418 loss: 1.949891 eta: 1 day, 16:33:22 batch_cost: 1.0177 data_cost: 0.0004 ips: 47.1632 images/s [03/12 13:57:22] ppdet.engine INFO: Epoch: [56] [240/610] learning_rate: 0.219955 loss_vfl: 1.116129 loss_bbox: 0.535657 loss_dfl: 0.445351 loss: 2.082199 eta: 1 day, 16:33:00 batch_cost: 0.9463 data_cost: 0.0004 ips: 50.7230 images/s [03/12 13:57:45] ppdet.engine INFO: Epoch: [56] [260/610] learning_rate: 0.219932 loss_vfl: 1.091874 loss_bbox: 0.492436 loss_dfl: 0.415762 loss: 2.012816 eta: 1 day, 16:32:45 batch_cost: 1.0405 data_cost: 0.0004 ips: 46.1323 images/s [03/12 13:58:06] ppdet.engine INFO: Epoch: [56] [280/610] learning_rate: 0.219909 loss_vfl: 1.047361 loss_bbox: 0.498220 loss_dfl: 0.414490 loss: 1.974602 eta: 1 day, 16:32:21 batch_cost: 0.9360 data_cost: 0.0005 ips: 51.2809 images/s [03/12 13:58:27] ppdet.engine INFO: Epoch: [56] [300/610] learning_rate: 0.219887 loss_vfl: 1.072202 loss_bbox: 0.499881 loss_dfl: 0.406029 loss: 1.939630 eta: 1 day, 16:31:52 batch_cost: 0.8744 data_cost: 0.0004 ips: 54.8968 images/s [03/12 13:58:48] ppdet.engine INFO: Epoch: [56] [320/610] learning_rate: 0.219864 loss_vfl: 1.165417 loss_bbox: 0.583975 loss_dfl: 0.455785 loss: 2.197966 eta: 1 day, 16:31:23 batch_cost: 0.8716 data_cost: 0.0004 ips: 55.0681 images/s [03/12 13:59:11] ppdet.engine INFO: Epoch: [56] [340/610] learning_rate: 0.219841 loss_vfl: 1.152810 loss_bbox: 0.549936 loss_dfl: 0.441442 loss: 2.163937 eta: 1 day, 16:31:07 batch_cost: 1.0234 data_cost: 0.0004 ips: 46.9038 images/s [03/12 13:59:33] ppdet.engine INFO: Epoch: [56] [360/610] learning_rate: 0.219818 loss_vfl: 1.121491 loss_bbox: 0.528221 loss_dfl: 0.444992 loss: 2.098686 eta: 1 day, 16:30:43 batch_cost: 0.9264 data_cost: 0.0004 ips: 51.8146 images/s [03/12 13:59:55] ppdet.engine INFO: Epoch: [56] [380/610] learning_rate: 0.219795 loss_vfl: 1.069358 loss_bbox: 0.513830 loss_dfl: 0.417198 loss: 2.016275 eta: 1 day, 16:30:23 batch_cost: 0.9842 data_cost: 0.0004 ips: 48.7696 images/s [03/12 14:00:16] ppdet.engine INFO: Epoch: [56] [400/610] learning_rate: 0.219772 loss_vfl: 1.035455 loss_bbox: 0.499268 loss_dfl: 0.404407 loss: 1.919704 eta: 1 day, 16:30:01 batch_cost: 0.9479 data_cost: 0.0005 ips: 50.6367 images/s [03/12 14:00:39] ppdet.engine INFO: Epoch: [56] [420/610] learning_rate: 0.219749 loss_vfl: 1.088483 loss_bbox: 0.506386 loss_dfl: 0.424654 loss: 2.012892 eta: 1 day, 16:29:45 batch_cost: 1.0267 data_cost: 0.0004 ips: 46.7506 images/s [03/12 14:01:00] ppdet.engine INFO: Epoch: [56] [440/610] learning_rate: 0.219726 loss_vfl: 1.051742 loss_bbox: 0.492741 loss_dfl: 0.407069 loss: 1.950163 eta: 1 day, 16:29:22 batch_cost: 0.9485 data_cost: 0.0004 ips: 50.6050 images/s [03/12 14:01:21] ppdet.engine INFO: Epoch: [56] [460/610] learning_rate: 0.219703 loss_vfl: 1.093972 loss_bbox: 0.522128 loss_dfl: 0.436192 loss: 2.063969 eta: 1 day, 16:28:59 batch_cost: 0.9382 data_cost: 0.0005 ips: 51.1606 images/s [03/12 14:01:42] ppdet.engine INFO: Epoch: [56] [480/610] learning_rate: 0.219680 loss_vfl: 1.093088 loss_bbox: 0.500439 loss_dfl: 0.429008 loss: 2.025340 eta: 1 day, 16:28:37 batch_cost: 0.9615 data_cost: 0.0004 ips: 49.9203 images/s [03/12 14:02:04] ppdet.engine INFO: Epoch: [56] [500/610] learning_rate: 0.219657 loss_vfl: 1.076217 loss_bbox: 0.520783 loss_dfl: 0.424762 loss: 2.028422 eta: 1 day, 16:28:16 batch_cost: 0.9665 data_cost: 0.0004 ips: 49.6612 images/s [03/12 14:02:26] ppdet.engine INFO: Epoch: [56] [520/610] learning_rate: 0.219634 loss_vfl: 1.098462 loss_bbox: 0.539095 loss_dfl: 0.421755 loss: 2.067614 eta: 1 day, 16:28:03 batch_cost: 1.0509 data_cost: 0.0008 ips: 45.6732 images/s [03/12 14:02:50] ppdet.engine INFO: Epoch: [56] [540/610] learning_rate: 0.219611 loss_vfl: 1.057971 loss_bbox: 0.498266 loss_dfl: 0.419376 loss: 1.989117 eta: 1 day, 16:27:41 batch_cost: 0.9579 data_cost: 0.0004 ips: 50.1119 images/s [03/12 14:03:12] ppdet.engine INFO: Epoch: [56] [560/610] learning_rate: 0.219588 loss_vfl: 1.102072 loss_bbox: 0.522812 loss_dfl: 0.425533 loss: 2.059139 eta: 1 day, 16:27:21 batch_cost: 0.9854 data_cost: 0.0004 ips: 48.7114 images/s [03/12 14:03:34] ppdet.engine INFO: Epoch: [56] [580/610] learning_rate: 0.219565 loss_vfl: 1.155995 loss_bbox: 0.555754 loss_dfl: 0.448128 loss: 2.168532 eta: 1 day, 16:27:04 batch_cost: 1.0023 data_cost: 0.0004 ips: 47.8912 images/s [03/12 14:03:56] ppdet.engine INFO: Epoch: [56] [600/610] learning_rate: 0.219542 loss_vfl: 1.130686 loss_bbox: 0.532336 loss_dfl: 0.428421 loss: 2.107882 eta: 1 day, 16:26:45 batch_cost: 0.9945 data_cost: 0.0005 ips: 48.2674 images/s [03/12 14:04:18] ppdet.engine INFO: Epoch: [57] [ 0/610] learning_rate: 0.219531 loss_vfl: 1.110982 loss_bbox: 0.527150 loss_dfl: 0.432985 loss: 2.097410 eta: 1 day, 16:27:08 batch_cost: 1.3457 data_cost: 0.5929 ips: 35.6693 images/s [03/12 14:04:43] ppdet.engine INFO: Epoch: [57] [ 20/610] learning_rate: 0.219508 loss_vfl: 0.996048 loss_bbox: 0.466900 loss_dfl: 0.380116 loss: 1.835782 eta: 1 day, 16:27:04 batch_cost: 1.1661 data_cost: 0.0004 ips: 41.1613 images/s [03/12 14:05:06] ppdet.engine INFO: Epoch: [57] [ 40/610] learning_rate: 0.219485 loss_vfl: 1.134057 loss_bbox: 0.552444 loss_dfl: 0.446929 loss: 2.126764 eta: 1 day, 16:26:46 batch_cost: 1.0058 data_cost: 0.0008 ips: 47.7227 images/s [03/12 14:05:29] ppdet.engine INFO: Epoch: [57] [ 60/610] learning_rate: 0.219461 loss_vfl: 1.072326 loss_bbox: 0.483407 loss_dfl: 0.400551 loss: 1.935503 eta: 1 day, 16:26:24 batch_cost: 0.9528 data_cost: 0.0009 ips: 50.3759 images/s [03/12 14:05:51] ppdet.engine INFO: Epoch: [57] [ 80/610] learning_rate: 0.219438 loss_vfl: 1.029203 loss_bbox: 0.492790 loss_dfl: 0.410426 loss: 1.939954 eta: 1 day, 16:26:10 batch_cost: 1.0455 data_cost: 0.0008 ips: 45.9100 images/s [03/12 14:06:13] ppdet.engine INFO: Epoch: [57] [100/610] learning_rate: 0.219415 loss_vfl: 1.101999 loss_bbox: 0.523862 loss_dfl: 0.425937 loss: 2.085891 eta: 1 day, 16:25:45 batch_cost: 0.9201 data_cost: 0.0004 ips: 52.1682 images/s [03/12 14:06:35] ppdet.engine INFO: Epoch: [57] [120/610] learning_rate: 0.219392 loss_vfl: 1.119210 loss_bbox: 0.552744 loss_dfl: 0.448280 loss: 2.122898 eta: 1 day, 16:25:28 batch_cost: 1.0116 data_cost: 0.0004 ips: 47.4487 images/s [03/12 14:06:57] ppdet.engine INFO: Epoch: [57] [140/610] learning_rate: 0.219369 loss_vfl: 1.134017 loss_bbox: 0.532967 loss_dfl: 0.432349 loss: 2.082446 eta: 1 day, 16:25:02 batch_cost: 0.9109 data_cost: 0.0010 ips: 52.6964 images/s [03/12 14:07:19] ppdet.engine INFO: Epoch: [57] [160/610] learning_rate: 0.219346 loss_vfl: 1.097196 loss_bbox: 0.503123 loss_dfl: 0.427640 loss: 2.026638 eta: 1 day, 16:24:45 batch_cost: 1.0136 data_cost: 0.0004 ips: 47.3575 images/s [03/12 14:07:41] ppdet.engine INFO: Epoch: [57] [180/610] learning_rate: 0.219323 loss_vfl: 1.127640 loss_bbox: 0.531895 loss_dfl: 0.436724 loss: 2.078011 eta: 1 day, 16:24:24 batch_cost: 0.9705 data_cost: 0.0008 ips: 49.4613 images/s [03/12 14:08:03] ppdet.engine INFO: Epoch: [57] [200/610] learning_rate: 0.219300 loss_vfl: 1.072277 loss_bbox: 0.524143 loss_dfl: 0.409545 loss: 1.990457 eta: 1 day, 16:24:09 batch_cost: 1.0336 data_cost: 0.0004 ips: 46.4379 images/s [03/12 14:08:24] ppdet.engine INFO: Epoch: [57] [220/610] learning_rate: 0.219276 loss_vfl: 1.127159 loss_bbox: 0.550711 loss_dfl: 0.446697 loss: 2.121781 eta: 1 day, 16:23:42 batch_cost: 0.8959 data_cost: 0.0004 ips: 53.5793 images/s [03/12 14:08:45] ppdet.engine INFO: Epoch: [57] [240/610] learning_rate: 0.219253 loss_vfl: 1.064144 loss_bbox: 0.539652 loss_dfl: 0.424546 loss: 2.048889 eta: 1 day, 16:23:21 batch_cost: 0.9659 data_cost: 0.0004 ips: 49.6963 images/s [03/12 14:09:07] ppdet.engine INFO: Epoch: [57] [260/610] learning_rate: 0.219230 loss_vfl: 0.984208 loss_bbox: 0.464502 loss_dfl: 0.385776 loss: 1.833979 eta: 1 day, 16:22:52 batch_cost: 0.8719 data_cost: 0.0004 ips: 55.0540 images/s [03/12 14:09:31] ppdet.engine INFO: Epoch: [57] [280/610] learning_rate: 0.219207 loss_vfl: 1.100055 loss_bbox: 0.534894 loss_dfl: 0.433925 loss: 2.059630 eta: 1 day, 16:22:42 batch_cost: 1.0973 data_cost: 0.0004 ips: 43.7451 images/s [03/12 14:09:52] ppdet.engine INFO: Epoch: [57] [300/610] learning_rate: 0.219184 loss_vfl: 1.034512 loss_bbox: 0.509002 loss_dfl: 0.413546 loss: 1.952533 eta: 1 day, 16:22:20 batch_cost: 0.9559 data_cost: 0.0004 ips: 50.2137 images/s [03/12 14:10:14] ppdet.engine INFO: Epoch: [57] [320/610] learning_rate: 0.219160 loss_vfl: 1.046950 loss_bbox: 0.505456 loss_dfl: 0.406102 loss: 1.952749 eta: 1 day, 16:22:02 batch_cost: 1.0055 data_cost: 0.0006 ips: 47.7396 images/s [03/12 14:10:35] ppdet.engine INFO: Epoch: [57] [340/610] learning_rate: 0.219137 loss_vfl: 1.093519 loss_bbox: 0.548256 loss_dfl: 0.444490 loss: 2.095459 eta: 1 day, 16:21:39 batch_cost: 0.9373 data_cost: 0.0004 ips: 51.2104 images/s [03/12 14:10:58] ppdet.engine INFO: Epoch: [57] [360/610] learning_rate: 0.219114 loss_vfl: 1.091824 loss_bbox: 0.536121 loss_dfl: 0.430890 loss: 2.062500 eta: 1 day, 16:21:22 batch_cost: 1.0166 data_cost: 0.0022 ips: 47.2149 images/s [03/12 14:11:19] ppdet.engine INFO: Epoch: [57] [380/610] learning_rate: 0.219090 loss_vfl: 1.108429 loss_bbox: 0.533459 loss_dfl: 0.421065 loss: 2.057747 eta: 1 day, 16:21:03 batch_cost: 0.9873 data_cost: 0.0011 ips: 48.6173 images/s [03/12 14:11:42] ppdet.engine INFO: Epoch: [57] [400/610] learning_rate: 0.219067 loss_vfl: 1.175273 loss_bbox: 0.538311 loss_dfl: 0.455455 loss: 2.199308 eta: 1 day, 16:20:48 batch_cost: 1.0394 data_cost: 0.0004 ips: 46.1795 images/s [03/12 14:12:04] ppdet.engine INFO: Epoch: [57] [420/610] learning_rate: 0.219044 loss_vfl: 1.168327 loss_bbox: 0.589844 loss_dfl: 0.466219 loss: 2.223376 eta: 1 day, 16:20:26 batch_cost: 0.9588 data_cost: 0.0005 ips: 50.0634 images/s [03/12 14:12:26] ppdet.engine INFO: Epoch: [57] [440/610] learning_rate: 0.219021 loss_vfl: 1.020737 loss_bbox: 0.491975 loss_dfl: 0.399079 loss: 1.917643 eta: 1 day, 16:20:08 batch_cost: 0.9949 data_cost: 0.0004 ips: 48.2441 images/s [03/12 14:12:46] ppdet.engine INFO: Epoch: [57] [460/610] learning_rate: 0.218997 loss_vfl: 1.121269 loss_bbox: 0.549638 loss_dfl: 0.442226 loss: 2.104349 eta: 1 day, 16:19:39 batch_cost: 0.8714 data_cost: 0.0004 ips: 55.0832 images/s [03/12 14:13:09] ppdet.engine INFO: Epoch: [57] [480/610] learning_rate: 0.218974 loss_vfl: 1.130159 loss_bbox: 0.564373 loss_dfl: 0.457056 loss: 2.161753 eta: 1 day, 16:19:23 batch_cost: 1.0350 data_cost: 0.0004 ips: 46.3776 images/s [03/12 14:13:32] ppdet.engine INFO: Epoch: [57] [500/610] learning_rate: 0.218951 loss_vfl: 1.077824 loss_bbox: 0.538510 loss_dfl: 0.439526 loss: 2.066877 eta: 1 day, 16:19:07 batch_cost: 1.0176 data_cost: 0.0004 ips: 47.1721 images/s [03/12 14:13:53] ppdet.engine INFO: Epoch: [57] [520/610] learning_rate: 0.218927 loss_vfl: 1.101417 loss_bbox: 0.527544 loss_dfl: 0.435486 loss: 2.052586 eta: 1 day, 16:18:42 batch_cost: 0.9253 data_cost: 0.0006 ips: 51.8751 images/s [03/12 14:14:15] ppdet.engine INFO: Epoch: [57] [540/610] learning_rate: 0.218904 loss_vfl: 1.115137 loss_bbox: 0.520586 loss_dfl: 0.434765 loss: 2.069488 eta: 1 day, 16:18:24 batch_cost: 0.9960 data_cost: 0.0005 ips: 48.1905 images/s [03/12 14:14:37] ppdet.engine INFO: Epoch: [57] [560/610] learning_rate: 0.218881 loss_vfl: 1.113219 loss_bbox: 0.539144 loss_dfl: 0.443507 loss: 2.131802 eta: 1 day, 16:18:01 batch_cost: 0.9506 data_cost: 0.0004 ips: 50.4936 images/s [03/12 14:14:59] ppdet.engine INFO: Epoch: [57] [580/610] learning_rate: 0.218857 loss_vfl: 1.125366 loss_bbox: 0.554610 loss_dfl: 0.435169 loss: 2.137839 eta: 1 day, 16:17:42 batch_cost: 0.9859 data_cost: 0.0005 ips: 48.6860 images/s [03/12 14:15:21] ppdet.engine INFO: Epoch: [57] [600/610] learning_rate: 0.218834 loss_vfl: 1.050138 loss_bbox: 0.478233 loss_dfl: 0.399196 loss: 1.933468 eta: 1 day, 16:17:19 batch_cost: 0.9417 data_cost: 0.0006 ips: 50.9720 images/s [03/12 14:15:44] ppdet.engine INFO: Epoch: [58] [ 0/610] learning_rate: 0.218822 loss_vfl: 1.092588 loss_bbox: 0.519546 loss_dfl: 0.434217 loss: 2.034827 eta: 1 day, 16:17:45 batch_cost: 1.4037 data_cost: 0.6145 ips: 34.1953 images/s [03/12 14:16:10] ppdet.engine INFO: Epoch: [58] [ 20/610] learning_rate: 0.218799 loss_vfl: 1.085123 loss_bbox: 0.532981 loss_dfl: 0.435758 loss: 2.044405 eta: 1 day, 16:17:47 batch_cost: 1.2416 data_cost: 0.0004 ips: 38.6608 images/s [03/12 14:16:34] ppdet.engine INFO: Epoch: [58] [ 40/610] learning_rate: 0.218775 loss_vfl: 1.138950 loss_bbox: 0.556149 loss_dfl: 0.448964 loss: 2.166213 eta: 1 day, 16:17:37 batch_cost: 1.0992 data_cost: 0.0004 ips: 43.6695 images/s [03/12 14:16:56] ppdet.engine INFO: Epoch: [58] [ 60/610] learning_rate: 0.218752 loss_vfl: 1.097770 loss_bbox: 0.529533 loss_dfl: 0.437774 loss: 2.074345 eta: 1 day, 16:17:17 batch_cost: 0.9798 data_cost: 0.0004 ips: 48.9905 images/s [03/12 14:17:18] ppdet.engine INFO: Epoch: [58] [ 80/610] learning_rate: 0.218728 loss_vfl: 1.098730 loss_bbox: 0.500824 loss_dfl: 0.426884 loss: 2.025654 eta: 1 day, 16:16:56 batch_cost: 0.9613 data_cost: 0.0004 ips: 49.9315 images/s [03/12 14:17:39] ppdet.engine INFO: Epoch: [58] [100/610] learning_rate: 0.218705 loss_vfl: 1.049569 loss_bbox: 0.523513 loss_dfl: 0.428255 loss: 2.027066 eta: 1 day, 16:16:36 batch_cost: 0.9848 data_cost: 0.0004 ips: 48.7419 images/s [03/12 14:18:00] ppdet.engine INFO: Epoch: [58] [120/610] learning_rate: 0.218681 loss_vfl: 1.102393 loss_bbox: 0.530635 loss_dfl: 0.438315 loss: 2.061529 eta: 1 day, 16:16:11 batch_cost: 0.9149 data_cost: 0.0004 ips: 52.4651 images/s [03/12 14:18:21] ppdet.engine INFO: Epoch: [58] [140/610] learning_rate: 0.218658 loss_vfl: 1.127180 loss_bbox: 0.502240 loss_dfl: 0.431510 loss: 2.091916 eta: 1 day, 16:15:51 batch_cost: 0.9767 data_cost: 0.0004 ips: 49.1444 images/s [03/12 14:18:44] ppdet.engine INFO: Epoch: [58] [160/610] learning_rate: 0.218634 loss_vfl: 1.110098 loss_bbox: 0.516553 loss_dfl: 0.424954 loss: 2.051930 eta: 1 day, 16:15:34 batch_cost: 1.0100 data_cost: 0.0004 ips: 47.5227 images/s [03/12 14:19:05] ppdet.engine INFO: Epoch: [58] [180/610] learning_rate: 0.218611 loss_vfl: 1.096452 loss_bbox: 0.515731 loss_dfl: 0.416433 loss: 2.032040 eta: 1 day, 16:15:12 batch_cost: 0.9622 data_cost: 0.0005 ips: 49.8846 images/s [03/12 14:19:27] ppdet.engine INFO: Epoch: [58] [200/610] learning_rate: 0.218587 loss_vfl: 1.082608 loss_bbox: 0.537410 loss_dfl: 0.428379 loss: 2.052912 eta: 1 day, 16:14:49 batch_cost: 0.9359 data_cost: 0.0004 ips: 51.2898 images/s [03/12 14:19:49] ppdet.engine INFO: Epoch: [58] [220/610] learning_rate: 0.218564 loss_vfl: 1.084661 loss_bbox: 0.549371 loss_dfl: 0.431604 loss: 2.013484 eta: 1 day, 16:14:31 batch_cost: 1.0023 data_cost: 0.0004 ips: 47.8911 images/s [03/12 14:20:13] ppdet.engine INFO: Epoch: [58] [240/610] learning_rate: 0.218540 loss_vfl: 1.080729 loss_bbox: 0.520852 loss_dfl: 0.425497 loss: 2.039294 eta: 1 day, 16:14:10 batch_cost: 0.9668 data_cost: 0.0004 ips: 49.6490 images/s [03/12 14:20:35] ppdet.engine INFO: Epoch: [58] [260/610] learning_rate: 0.218517 loss_vfl: 1.145927 loss_bbox: 0.555641 loss_dfl: 0.457283 loss: 2.163610 eta: 1 day, 16:13:54 batch_cost: 1.0345 data_cost: 0.0008 ips: 46.3999 images/s [03/12 14:20:57] ppdet.engine INFO: Epoch: [58] [280/610] learning_rate: 0.218493 loss_vfl: 1.006709 loss_bbox: 0.507006 loss_dfl: 0.402584 loss: 1.908153 eta: 1 day, 16:13:35 batch_cost: 0.9854 data_cost: 0.0004 ips: 48.7114 images/s [03/12 14:21:18] ppdet.engine INFO: Epoch: [58] [300/610] learning_rate: 0.218470 loss_vfl: 1.070433 loss_bbox: 0.532474 loss_dfl: 0.432300 loss: 2.016543 eta: 1 day, 16:13:15 batch_cost: 0.9835 data_cost: 0.0004 ips: 48.8074 images/s [03/12 14:21:40] ppdet.engine INFO: Epoch: [58] [320/610] learning_rate: 0.218446 loss_vfl: 1.127399 loss_bbox: 0.559179 loss_dfl: 0.432544 loss: 2.115833 eta: 1 day, 16:12:56 batch_cost: 0.9870 data_cost: 0.0004 ips: 48.6322 images/s [03/12 14:22:02] ppdet.engine INFO: Epoch: [58] [340/610] learning_rate: 0.218422 loss_vfl: 1.072331 loss_bbox: 0.530909 loss_dfl: 0.433558 loss: 2.053281 eta: 1 day, 16:12:31 batch_cost: 0.9151 data_cost: 0.0004 ips: 52.4516 images/s [03/12 14:22:24] ppdet.engine INFO: Epoch: [58] [360/610] learning_rate: 0.218399 loss_vfl: 1.105617 loss_bbox: 0.533922 loss_dfl: 0.446553 loss: 2.107119 eta: 1 day, 16:12:10 batch_cost: 0.9734 data_cost: 0.0004 ips: 49.3104 images/s [03/12 14:22:46] ppdet.engine INFO: Epoch: [58] [380/610] learning_rate: 0.218375 loss_vfl: 1.120104 loss_bbox: 0.532842 loss_dfl: 0.437956 loss: 2.094944 eta: 1 day, 16:11:51 batch_cost: 0.9895 data_cost: 0.0007 ips: 48.5076 images/s [03/12 14:23:08] ppdet.engine INFO: Epoch: [58] [400/610] learning_rate: 0.218351 loss_vfl: 1.140069 loss_bbox: 0.539440 loss_dfl: 0.448137 loss: 2.109786 eta: 1 day, 16:11:27 batch_cost: 0.9258 data_cost: 0.0004 ips: 51.8449 images/s [03/12 14:23:30] ppdet.engine INFO: Epoch: [58] [420/610] learning_rate: 0.218328 loss_vfl: 1.089712 loss_bbox: 0.504304 loss_dfl: 0.423094 loss: 2.025385 eta: 1 day, 16:11:05 batch_cost: 0.9634 data_cost: 0.0008 ips: 49.8241 images/s [03/12 14:23:52] ppdet.engine INFO: Epoch: [58] [440/610] learning_rate: 0.218304 loss_vfl: 1.068650 loss_bbox: 0.536170 loss_dfl: 0.438498 loss: 2.017264 eta: 1 day, 16:10:46 batch_cost: 0.9810 data_cost: 0.0004 ips: 48.9300 images/s [03/12 14:24:14] ppdet.engine INFO: Epoch: [58] [460/610] learning_rate: 0.218280 loss_vfl: 1.112333 loss_bbox: 0.538806 loss_dfl: 0.431161 loss: 2.040797 eta: 1 day, 16:10:29 batch_cost: 1.0205 data_cost: 0.0009 ips: 47.0356 images/s [03/12 14:24:36] ppdet.engine INFO: Epoch: [58] [480/610] learning_rate: 0.218257 loss_vfl: 1.076348 loss_bbox: 0.565528 loss_dfl: 0.431415 loss: 2.068222 eta: 1 day, 16:10:08 batch_cost: 0.9616 data_cost: 0.0010 ips: 49.9179 images/s [03/12 14:24:58] ppdet.engine INFO: Epoch: [58] [500/610] learning_rate: 0.218233 loss_vfl: 1.062927 loss_bbox: 0.525755 loss_dfl: 0.418429 loss: 1.996940 eta: 1 day, 16:09:49 batch_cost: 0.9907 data_cost: 0.0007 ips: 48.4508 images/s [03/12 14:25:21] ppdet.engine INFO: Epoch: [58] [520/610] learning_rate: 0.218209 loss_vfl: 1.107251 loss_bbox: 0.547508 loss_dfl: 0.436632 loss: 2.098392 eta: 1 day, 16:09:35 batch_cost: 1.0503 data_cost: 0.0004 ips: 45.6991 images/s [03/12 14:25:43] ppdet.engine INFO: Epoch: [58] [540/610] learning_rate: 0.218186 loss_vfl: 1.146898 loss_bbox: 0.544667 loss_dfl: 0.449730 loss: 2.144928 eta: 1 day, 16:09:12 batch_cost: 0.9458 data_cost: 0.0004 ips: 50.7490 images/s [03/12 14:26:06] ppdet.engine INFO: Epoch: [58] [560/610] learning_rate: 0.218162 loss_vfl: 1.106681 loss_bbox: 0.510412 loss_dfl: 0.412352 loss: 1.980791 eta: 1 day, 16:08:55 batch_cost: 1.0117 data_cost: 0.0004 ips: 47.4431 images/s [03/12 14:26:28] ppdet.engine INFO: Epoch: [58] [580/610] learning_rate: 0.218138 loss_vfl: 1.127498 loss_bbox: 0.556212 loss_dfl: 0.449270 loss: 2.148165 eta: 1 day, 16:08:34 batch_cost: 0.9749 data_cost: 0.0010 ips: 49.2351 images/s [03/12 14:26:49] ppdet.engine INFO: Epoch: [58] [600/610] learning_rate: 0.218114 loss_vfl: 1.113956 loss_bbox: 0.534827 loss_dfl: 0.435422 loss: 2.091324 eta: 1 day, 16:08:14 batch_cost: 0.9799 data_cost: 0.0005 ips: 48.9859 images/s [03/12 14:27:09] ppdet.engine INFO: Epoch: [59] [ 0/610] learning_rate: 0.218103 loss_vfl: 1.125391 loss_bbox: 0.554734 loss_dfl: 0.451338 loss: 2.125992 eta: 1 day, 16:08:33 batch_cost: 1.3048 data_cost: 0.5651 ips: 36.7859 images/s [03/12 14:27:33] ppdet.engine INFO: Epoch: [59] [ 20/610] learning_rate: 0.218079 loss_vfl: 1.107578 loss_bbox: 0.547509 loss_dfl: 0.449260 loss: 2.135677 eta: 1 day, 16:08:25 batch_cost: 1.1262 data_cost: 0.0005 ips: 42.6214 images/s [03/12 14:27:56] ppdet.engine INFO: Epoch: [59] [ 40/610] learning_rate: 0.218055 loss_vfl: 1.127587 loss_bbox: 0.558001 loss_dfl: 0.444627 loss: 2.147817 eta: 1 day, 16:08:04 batch_cost: 0.9749 data_cost: 0.0004 ips: 49.2383 images/s [03/12 14:28:17] ppdet.engine INFO: Epoch: [59] [ 60/610] learning_rate: 0.218031 loss_vfl: 1.117352 loss_bbox: 0.528051 loss_dfl: 0.434961 loss: 2.049024 eta: 1 day, 16:07:45 batch_cost: 0.9814 data_cost: 0.0004 ips: 48.9114 images/s [03/12 14:28:39] ppdet.engine INFO: Epoch: [59] [ 80/610] learning_rate: 0.218007 loss_vfl: 1.136992 loss_bbox: 0.542451 loss_dfl: 0.446099 loss: 2.151252 eta: 1 day, 16:07:26 batch_cost: 0.9918 data_cost: 0.0004 ips: 48.3991 images/s [03/12 14:29:01] ppdet.engine INFO: Epoch: [59] [100/610] learning_rate: 0.217984 loss_vfl: 1.061101 loss_bbox: 0.517973 loss_dfl: 0.425474 loss: 1.998135 eta: 1 day, 16:07:06 batch_cost: 0.9879 data_cost: 0.0004 ips: 48.5883 images/s [03/12 14:29:22] ppdet.engine INFO: Epoch: [59] [120/610] learning_rate: 0.217960 loss_vfl: 1.080381 loss_bbox: 0.530382 loss_dfl: 0.424854 loss: 2.029369 eta: 1 day, 16:06:39 batch_cost: 0.8880 data_cost: 0.0004 ips: 54.0536 images/s [03/12 14:29:44] ppdet.engine INFO: Epoch: [59] [140/610] learning_rate: 0.217936 loss_vfl: 1.062023 loss_bbox: 0.530708 loss_dfl: 0.417141 loss: 1.990601 eta: 1 day, 16:06:16 batch_cost: 0.9378 data_cost: 0.0004 ips: 51.1858 images/s [03/12 14:30:06] ppdet.engine INFO: Epoch: [59] [160/610] learning_rate: 0.217912 loss_vfl: 1.091131 loss_bbox: 0.515284 loss_dfl: 0.419150 loss: 2.002334 eta: 1 day, 16:05:58 batch_cost: 1.0048 data_cost: 0.0007 ips: 47.7712 images/s [03/12 14:30:28] ppdet.engine INFO: Epoch: [59] [180/610] learning_rate: 0.217888 loss_vfl: 1.103513 loss_bbox: 0.546388 loss_dfl: 0.440447 loss: 2.092556 eta: 1 day, 16:05:41 batch_cost: 1.0160 data_cost: 0.0008 ips: 47.2440 images/s [03/12 14:30:49] ppdet.engine INFO: Epoch: [59] [200/610] learning_rate: 0.217864 loss_vfl: 1.065167 loss_bbox: 0.513068 loss_dfl: 0.422842 loss: 1.971326 eta: 1 day, 16:05:17 batch_cost: 0.9385 data_cost: 0.0005 ips: 51.1475 images/s [03/12 14:31:10] ppdet.engine INFO: Epoch: [59] [220/610] learning_rate: 0.217840 loss_vfl: 1.035742 loss_bbox: 0.516375 loss_dfl: 0.416714 loss: 1.976294 eta: 1 day, 16:04:55 batch_cost: 0.9447 data_cost: 0.0005 ips: 50.8103 images/s [03/12 14:31:32] ppdet.engine INFO: Epoch: [59] [240/610] learning_rate: 0.217817 loss_vfl: 1.158716 loss_bbox: 0.549285 loss_dfl: 0.452751 loss: 2.177294 eta: 1 day, 16:04:35 batch_cost: 0.9824 data_cost: 0.0004 ips: 48.8594 images/s [03/12 14:31:54] ppdet.engine INFO: Epoch: [59] [260/610] learning_rate: 0.217793 loss_vfl: 1.152884 loss_bbox: 0.546548 loss_dfl: 0.446461 loss: 2.142148 eta: 1 day, 16:04:16 batch_cost: 0.9915 data_cost: 0.0015 ips: 48.4126 images/s [03/12 14:32:16] ppdet.engine INFO: Epoch: [59] [280/610] learning_rate: 0.217769 loss_vfl: 1.096688 loss_bbox: 0.510815 loss_dfl: 0.428995 loss: 2.045214 eta: 1 day, 16:03:54 batch_cost: 0.9579 data_cost: 0.0007 ips: 50.1077 images/s [03/12 14:32:38] ppdet.engine INFO: Epoch: [59] [300/610] learning_rate: 0.217745 loss_vfl: 1.127434 loss_bbox: 0.553199 loss_dfl: 0.433536 loss: 2.114916 eta: 1 day, 16:03:31 batch_cost: 0.9334 data_cost: 0.0004 ips: 51.4253 images/s [03/12 14:33:00] ppdet.engine INFO: Epoch: [59] [320/610] learning_rate: 0.217721 loss_vfl: 1.086406 loss_bbox: 0.530628 loss_dfl: 0.419362 loss: 2.026578 eta: 1 day, 16:03:09 batch_cost: 0.9562 data_cost: 0.0004 ips: 50.1965 images/s [03/12 14:33:22] ppdet.engine INFO: Epoch: [59] [340/610] learning_rate: 0.217697 loss_vfl: 1.147341 loss_bbox: 0.549307 loss_dfl: 0.448036 loss: 2.145277 eta: 1 day, 16:02:49 batch_cost: 0.9866 data_cost: 0.0004 ips: 48.6541 images/s [03/12 14:33:44] ppdet.engine INFO: Epoch: [59] [360/610] learning_rate: 0.217673 loss_vfl: 1.109185 loss_bbox: 0.543857 loss_dfl: 0.454874 loss: 2.112876 eta: 1 day, 16:02:31 batch_cost: 1.0039 data_cost: 0.0004 ips: 47.8147 images/s [03/12 14:34:06] ppdet.engine INFO: Epoch: [59] [380/610] learning_rate: 0.217649 loss_vfl: 1.125330 loss_bbox: 0.552372 loss_dfl: 0.444643 loss: 2.117122 eta: 1 day, 16:02:10 batch_cost: 0.9648 data_cost: 0.0004 ips: 49.7487 images/s [03/12 14:34:26] ppdet.engine INFO: Epoch: [59] [400/610] learning_rate: 0.217625 loss_vfl: 1.020737 loss_bbox: 0.519565 loss_dfl: 0.411358 loss: 1.923851 eta: 1 day, 16:01:46 batch_cost: 0.9290 data_cost: 0.0004 ips: 51.6677 images/s [03/12 14:34:48] ppdet.engine INFO: Epoch: [59] [420/610] learning_rate: 0.217601 loss_vfl: 1.064647 loss_bbox: 0.514843 loss_dfl: 0.413231 loss: 1.982144 eta: 1 day, 16:01:27 batch_cost: 0.9874 data_cost: 0.0004 ips: 48.6115 images/s [03/12 14:35:10] ppdet.engine INFO: Epoch: [59] [440/610] learning_rate: 0.217577 loss_vfl: 1.025349 loss_bbox: 0.490663 loss_dfl: 0.413704 loss: 1.926051 eta: 1 day, 16:01:07 batch_cost: 0.9814 data_cost: 0.0004 ips: 48.9086 images/s [03/12 14:35:34] ppdet.engine INFO: Epoch: [59] [460/610] learning_rate: 0.217553 loss_vfl: 1.051481 loss_bbox: 0.520260 loss_dfl: 0.426892 loss: 1.995634 eta: 1 day, 16:00:51 batch_cost: 1.0266 data_cost: 0.0004 ips: 46.7567 images/s [03/12 14:35:54] ppdet.engine INFO: Epoch: [59] [480/610] learning_rate: 0.217529 loss_vfl: 1.129554 loss_bbox: 0.536789 loss_dfl: 0.434523 loss: 2.084150 eta: 1 day, 16:00:27 batch_cost: 0.9233 data_cost: 0.0004 ips: 51.9902 images/s [03/12 14:36:17] ppdet.engine INFO: Epoch: [59] [500/610] learning_rate: 0.217505 loss_vfl: 1.058927 loss_bbox: 0.525745 loss_dfl: 0.426905 loss: 2.027084 eta: 1 day, 16:00:09 batch_cost: 1.0017 data_cost: 0.0004 ips: 47.9188 images/s [03/12 14:36:38] ppdet.engine INFO: Epoch: [59] [520/610] learning_rate: 0.217481 loss_vfl: 1.122872 loss_bbox: 0.541386 loss_dfl: 0.438788 loss: 2.135068 eta: 1 day, 15:59:45 batch_cost: 0.9287 data_cost: 0.0004 ips: 51.6849 images/s [03/12 14:37:00] ppdet.engine INFO: Epoch: [59] [540/610] learning_rate: 0.217457 loss_vfl: 1.070232 loss_bbox: 0.512283 loss_dfl: 0.409065 loss: 2.001207 eta: 1 day, 15:59:27 batch_cost: 1.0094 data_cost: 0.0006 ips: 47.5526 images/s [03/12 14:37:22] ppdet.engine INFO: Epoch: [59] [560/610] learning_rate: 0.217433 loss_vfl: 1.111672 loss_bbox: 0.548300 loss_dfl: 0.442107 loss: 2.090454 eta: 1 day, 15:59:11 batch_cost: 1.0230 data_cost: 0.0004 ips: 46.9193 images/s [03/12 14:37:44] ppdet.engine INFO: Epoch: [59] [580/610] learning_rate: 0.217408 loss_vfl: 1.091595 loss_bbox: 0.542370 loss_dfl: 0.434429 loss: 2.062284 eta: 1 day, 15:58:49 batch_cost: 0.9575 data_cost: 0.0004 ips: 50.1331 images/s [03/12 14:38:06] ppdet.engine INFO: Epoch: [59] [600/610] learning_rate: 0.217384 loss_vfl: 1.140915 loss_bbox: 0.530519 loss_dfl: 0.445680 loss: 2.139483 eta: 1 day, 15:58:31 batch_cost: 1.0002 data_cost: 0.0005 ips: 47.9888 images/s [03/12 14:38:15] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 14:38:16] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 14:38:16] ppdet.engine INFO: Eval iter: 0 [03/12 14:38:39] ppdet.engine INFO: Eval iter: 100 [03/12 14:38:49] ppdet.engine INFO: Eval iter: 200 [03/12 14:38:58] ppdet.engine INFO: Eval iter: 300 [03/12 14:39:08] ppdet.engine INFO: Eval iter: 400 [03/12 14:39:19] ppdet.engine INFO: Eval iter: 500 [03/12 14:39:28] ppdet.engine INFO: Eval iter: 600 [03/12 14:39:42] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.99s) creating index... index created! [03/12 14:39:43] 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=65.32s). Accumulating evaluation results... DONE (t=12.54s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.329 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.487 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.350 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.132 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.355 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.530 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.289 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.456 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.213 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.548 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.730 [03/12 14:41:09] ppdet.engine INFO: Total sample number: 4952, averge FPS: 64.85211333911901 [03/12 14:41:09] ppdet.engine INFO: Best test bbox ap is 0.329. [03/12 14:41:09] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 14:41:09] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 14:41:10] ppdet.engine INFO: Epoch: [60] [ 0/610] learning_rate: 0.217372 loss_vfl: 1.146050 loss_bbox: 0.568476 loss_dfl: 0.458789 loss: 2.161459 eta: 1 day, 15:58:00 batch_cost: 0.7328 data_cost: 0.0004 ips: 65.5045 images/s [03/12 14:41:32] ppdet.engine INFO: Epoch: [60] [ 20/610] learning_rate: 0.217348 loss_vfl: 1.115105 loss_bbox: 0.532496 loss_dfl: 0.439921 loss: 2.108894 eta: 1 day, 15:57:40 batch_cost: 0.9818 data_cost: 0.0004 ips: 48.8910 images/s [03/12 14:41:53] ppdet.engine INFO: Epoch: [60] [ 40/610] learning_rate: 0.217324 loss_vfl: 1.153113 loss_bbox: 0.568235 loss_dfl: 0.459671 loss: 2.172920 eta: 1 day, 15:57:21 batch_cost: 0.9893 data_cost: 0.0004 ips: 48.5196 images/s [03/12 14:42:16] ppdet.engine INFO: Epoch: [60] [ 60/610] learning_rate: 0.217300 loss_vfl: 1.047659 loss_bbox: 0.478271 loss_dfl: 0.401783 loss: 1.918154 eta: 1 day, 15:57:04 batch_cost: 1.0212 data_cost: 0.0004 ips: 47.0035 images/s [03/12 14:42:38] ppdet.engine INFO: Epoch: [60] [ 80/610] learning_rate: 0.217276 loss_vfl: 1.056542 loss_bbox: 0.519141 loss_dfl: 0.423384 loss: 1.981467 eta: 1 day, 15:56:48 batch_cost: 1.0228 data_cost: 0.0004 ips: 46.9283 images/s [03/12 14:43:00] ppdet.engine INFO: Epoch: [60] [100/610] learning_rate: 0.217252 loss_vfl: 1.168062 loss_bbox: 0.535722 loss_dfl: 0.437865 loss: 2.137501 eta: 1 day, 15:56:27 batch_cost: 0.9723 data_cost: 0.0004 ips: 49.3697 images/s [03/12 14:43:23] ppdet.engine INFO: Epoch: [60] [120/610] learning_rate: 0.217227 loss_vfl: 1.141273 loss_bbox: 0.540612 loss_dfl: 0.443424 loss: 2.130157 eta: 1 day, 15:56:14 batch_cost: 1.0591 data_cost: 0.0004 ips: 45.3229 images/s [03/12 14:43:45] ppdet.engine INFO: Epoch: [60] [140/610] learning_rate: 0.217203 loss_vfl: 1.047627 loss_bbox: 0.503409 loss_dfl: 0.414935 loss: 1.962675 eta: 1 day, 15:55:53 batch_cost: 0.9725 data_cost: 0.0004 ips: 49.3595 images/s [03/12 14:44:07] ppdet.engine INFO: Epoch: [60] [160/610] learning_rate: 0.217179 loss_vfl: 1.092672 loss_bbox: 0.527607 loss_dfl: 0.433462 loss: 2.067531 eta: 1 day, 15:55:37 batch_cost: 1.0238 data_cost: 0.0007 ips: 46.8859 images/s [03/12 14:44:29] ppdet.engine INFO: Epoch: [60] [180/610] learning_rate: 0.217155 loss_vfl: 1.112062 loss_bbox: 0.555405 loss_dfl: 0.445098 loss: 2.112633 eta: 1 day, 15:55:16 batch_cost: 0.9608 data_cost: 0.0004 ips: 49.9575 images/s [03/12 14:44:51] ppdet.engine INFO: Epoch: [60] [200/610] learning_rate: 0.217131 loss_vfl: 1.109643 loss_bbox: 0.539772 loss_dfl: 0.441355 loss: 2.077652 eta: 1 day, 15:54:56 batch_cost: 0.9835 data_cost: 0.0011 ips: 48.8031 images/s [03/12 14:45:13] ppdet.engine INFO: Epoch: [60] [220/610] learning_rate: 0.217106 loss_vfl: 1.129429 loss_bbox: 0.535418 loss_dfl: 0.442724 loss: 2.113678 eta: 1 day, 15:54:40 batch_cost: 1.0302 data_cost: 0.0004 ips: 46.5912 images/s [03/12 14:45:35] ppdet.engine INFO: Epoch: [60] [240/610] learning_rate: 0.217082 loss_vfl: 1.127675 loss_bbox: 0.523081 loss_dfl: 0.440046 loss: 2.073715 eta: 1 day, 15:54:20 batch_cost: 0.9803 data_cost: 0.0004 ips: 48.9652 images/s [03/12 14:45:56] ppdet.engine INFO: Epoch: [60] [260/610] learning_rate: 0.217058 loss_vfl: 1.051257 loss_bbox: 0.505198 loss_dfl: 0.407950 loss: 1.958322 eta: 1 day, 15:53:59 batch_cost: 0.9647 data_cost: 0.0004 ips: 49.7565 images/s [03/12 14:46:18] ppdet.engine INFO: Epoch: [60] [280/610] learning_rate: 0.217034 loss_vfl: 1.097255 loss_bbox: 0.523962 loss_dfl: 0.443614 loss: 2.085111 eta: 1 day, 15:53:37 batch_cost: 0.9552 data_cost: 0.0004 ips: 50.2524 images/s [03/12 14:46:39] ppdet.engine INFO: Epoch: [60] [300/610] learning_rate: 0.217009 loss_vfl: 1.066274 loss_bbox: 0.502987 loss_dfl: 0.401982 loss: 1.986711 eta: 1 day, 15:53:14 batch_cost: 0.9348 data_cost: 0.0004 ips: 51.3458 images/s [03/12 14:47:01] ppdet.engine INFO: Epoch: [60] [320/610] learning_rate: 0.216985 loss_vfl: 1.088551 loss_bbox: 0.509209 loss_dfl: 0.411624 loss: 2.026307 eta: 1 day, 15:52:53 batch_cost: 0.9711 data_cost: 0.0009 ips: 49.4300 images/s [03/12 14:47:24] ppdet.engine INFO: Epoch: [60] [340/610] learning_rate: 0.216961 loss_vfl: 1.069936 loss_bbox: 0.507726 loss_dfl: 0.432205 loss: 2.026300 eta: 1 day, 15:52:36 batch_cost: 1.0194 data_cost: 0.0004 ips: 47.0855 images/s [03/12 14:47:44] ppdet.engine INFO: Epoch: [60] [360/610] learning_rate: 0.216936 loss_vfl: 1.129720 loss_bbox: 0.544622 loss_dfl: 0.449189 loss: 2.184175 eta: 1 day, 15:52:08 batch_cost: 0.8759 data_cost: 0.0009 ips: 54.8019 images/s [03/12 14:48:05] ppdet.engine INFO: Epoch: [60] [380/610] learning_rate: 0.216912 loss_vfl: 1.133708 loss_bbox: 0.552464 loss_dfl: 0.449351 loss: 2.156573 eta: 1 day, 15:51:45 batch_cost: 0.9315 data_cost: 0.0004 ips: 51.5297 images/s [03/12 14:48:27] ppdet.engine INFO: Epoch: [60] [400/610] learning_rate: 0.216888 loss_vfl: 1.119927 loss_bbox: 0.543294 loss_dfl: 0.434166 loss: 2.098018 eta: 1 day, 15:51:27 batch_cost: 1.0054 data_cost: 0.0004 ips: 47.7422 images/s [03/12 14:48:49] ppdet.engine INFO: Epoch: [60] [420/610] learning_rate: 0.216863 loss_vfl: 1.115099 loss_bbox: 0.578442 loss_dfl: 0.442902 loss: 2.051869 eta: 1 day, 15:51:03 batch_cost: 0.9277 data_cost: 0.0004 ips: 51.7410 images/s [03/12 14:49:10] ppdet.engine INFO: Epoch: [60] [440/610] learning_rate: 0.216839 loss_vfl: 1.119177 loss_bbox: 0.565586 loss_dfl: 0.458284 loss: 2.153433 eta: 1 day, 15:50:38 batch_cost: 0.9244 data_cost: 0.0004 ips: 51.9249 images/s [03/12 14:49:33] ppdet.engine INFO: Epoch: [60] [460/610] learning_rate: 0.216815 loss_vfl: 1.090511 loss_bbox: 0.531636 loss_dfl: 0.440958 loss: 2.025185 eta: 1 day, 15:50:21 batch_cost: 1.0061 data_cost: 0.0004 ips: 47.7087 images/s [03/12 14:49:53] ppdet.engine INFO: Epoch: [60] [480/610] learning_rate: 0.216790 loss_vfl: 1.026958 loss_bbox: 0.511845 loss_dfl: 0.399046 loss: 1.910897 eta: 1 day, 15:49:52 batch_cost: 0.8725 data_cost: 0.0004 ips: 55.0133 images/s [03/12 14:50:16] ppdet.engine INFO: Epoch: [60] [500/610] learning_rate: 0.216766 loss_vfl: 1.077981 loss_bbox: 0.523895 loss_dfl: 0.412168 loss: 2.004938 eta: 1 day, 15:49:37 batch_cost: 1.0372 data_cost: 0.0012 ips: 46.2798 images/s [03/12 14:50:38] ppdet.engine INFO: Epoch: [60] [520/610] learning_rate: 0.216741 loss_vfl: 1.104550 loss_bbox: 0.547480 loss_dfl: 0.434746 loss: 2.092868 eta: 1 day, 15:49:18 batch_cost: 0.9895 data_cost: 0.0004 ips: 48.5110 images/s [03/12 14:51:00] ppdet.engine INFO: Epoch: [60] [540/610] learning_rate: 0.216717 loss_vfl: 1.070578 loss_bbox: 0.520487 loss_dfl: 0.415024 loss: 1.983645 eta: 1 day, 15:48:52 batch_cost: 0.9103 data_cost: 0.0005 ips: 52.7325 images/s [03/12 14:51:23] ppdet.engine INFO: Epoch: [60] [560/610] learning_rate: 0.216692 loss_vfl: 1.089764 loss_bbox: 0.519809 loss_dfl: 0.427185 loss: 2.020398 eta: 1 day, 15:48:39 batch_cost: 1.0610 data_cost: 0.0005 ips: 45.2420 images/s [03/12 14:51:45] ppdet.engine INFO: Epoch: [60] [580/610] learning_rate: 0.216668 loss_vfl: 1.084563 loss_bbox: 0.511389 loss_dfl: 0.417056 loss: 2.021585 eta: 1 day, 15:48:21 batch_cost: 1.0040 data_cost: 0.0004 ips: 47.8105 images/s [03/12 14:52:06] ppdet.engine INFO: Epoch: [60] [600/610] learning_rate: 0.216644 loss_vfl: 1.042170 loss_bbox: 0.493834 loss_dfl: 0.402991 loss: 1.933178 eta: 1 day, 15:47:58 batch_cost: 0.9464 data_cost: 0.0005 ips: 50.7193 images/s [03/12 14:52:29] ppdet.engine INFO: Epoch: [61] [ 0/610] learning_rate: 0.216631 loss_vfl: 1.084134 loss_bbox: 0.538146 loss_dfl: 0.430099 loss: 2.057274 eta: 1 day, 15:48:23 batch_cost: 1.4022 data_cost: 0.4488 ips: 34.2312 images/s [03/12 14:52:54] ppdet.engine INFO: Epoch: [61] [ 20/610] learning_rate: 0.216607 loss_vfl: 1.120114 loss_bbox: 0.531211 loss_dfl: 0.431676 loss: 2.116438 eta: 1 day, 15:48:17 batch_cost: 1.1538 data_cost: 0.0007 ips: 41.6005 images/s [03/12 14:53:17] ppdet.engine INFO: Epoch: [61] [ 40/610] learning_rate: 0.216582 loss_vfl: 1.063789 loss_bbox: 0.500252 loss_dfl: 0.422768 loss: 2.010649 eta: 1 day, 15:47:58 batch_cost: 0.9917 data_cost: 0.0004 ips: 48.4011 images/s [03/12 14:53:40] ppdet.engine INFO: Epoch: [61] [ 60/610] learning_rate: 0.216558 loss_vfl: 1.163429 loss_bbox: 0.570292 loss_dfl: 0.459846 loss: 2.178062 eta: 1 day, 15:47:45 batch_cost: 1.0780 data_cost: 0.0004 ips: 44.5251 images/s [03/12 14:54:02] ppdet.engine INFO: Epoch: [61] [ 80/610] learning_rate: 0.216533 loss_vfl: 1.041053 loss_bbox: 0.496775 loss_dfl: 0.408553 loss: 1.942651 eta: 1 day, 15:47:27 batch_cost: 1.0056 data_cost: 0.0011 ips: 47.7316 images/s [03/12 14:54:24] ppdet.engine INFO: Epoch: [61] [100/610] learning_rate: 0.216509 loss_vfl: 1.081052 loss_bbox: 0.527122 loss_dfl: 0.426434 loss: 2.049032 eta: 1 day, 15:47:11 batch_cost: 1.0177 data_cost: 0.0004 ips: 47.1647 images/s [03/12 14:54:46] ppdet.engine INFO: Epoch: [61] [120/610] learning_rate: 0.216484 loss_vfl: 1.139116 loss_bbox: 0.533634 loss_dfl: 0.436080 loss: 2.106322 eta: 1 day, 15:46:53 batch_cost: 1.0076 data_cost: 0.0015 ips: 47.6381 images/s [03/12 14:55:08] ppdet.engine INFO: Epoch: [61] [140/610] learning_rate: 0.216460 loss_vfl: 1.080524 loss_bbox: 0.513301 loss_dfl: 0.424195 loss: 2.048909 eta: 1 day, 15:46:33 batch_cost: 0.9830 data_cost: 0.0004 ips: 48.8292 images/s [03/12 14:55:30] ppdet.engine INFO: Epoch: [61] [160/610] learning_rate: 0.216435 loss_vfl: 1.056426 loss_bbox: 0.505732 loss_dfl: 0.417134 loss: 1.991662 eta: 1 day, 15:46:07 batch_cost: 0.8965 data_cost: 0.0004 ips: 53.5396 images/s [03/12 14:55:51] ppdet.engine INFO: Epoch: [61] [180/610] learning_rate: 0.216411 loss_vfl: 1.126922 loss_bbox: 0.532114 loss_dfl: 0.447382 loss: 2.088840 eta: 1 day, 15:45:44 batch_cost: 0.9454 data_cost: 0.0004 ips: 50.7726 images/s [03/12 14:56:14] ppdet.engine INFO: Epoch: [61] [200/610] learning_rate: 0.216386 loss_vfl: 1.076485 loss_bbox: 0.516317 loss_dfl: 0.421087 loss: 2.008200 eta: 1 day, 15:45:28 batch_cost: 1.0237 data_cost: 0.0004 ips: 46.8880 images/s [03/12 14:56:36] ppdet.engine INFO: Epoch: [61] [220/610] learning_rate: 0.216361 loss_vfl: 1.124729 loss_bbox: 0.540372 loss_dfl: 0.441737 loss: 2.098279 eta: 1 day, 15:45:06 batch_cost: 0.9619 data_cost: 0.0004 ips: 49.9035 images/s [03/12 14:56:57] ppdet.engine INFO: Epoch: [61] [240/610] learning_rate: 0.216337 loss_vfl: 1.014767 loss_bbox: 0.510406 loss_dfl: 0.422393 loss: 1.960102 eta: 1 day, 15:44:45 batch_cost: 0.9587 data_cost: 0.0008 ips: 50.0686 images/s [03/12 14:57:20] ppdet.engine INFO: Epoch: [61] [260/610] learning_rate: 0.216312 loss_vfl: 1.055233 loss_bbox: 0.498167 loss_dfl: 0.414644 loss: 1.950634 eta: 1 day, 15:44:33 batch_cost: 1.0827 data_cost: 0.0004 ips: 44.3318 images/s [03/12 14:57:42] ppdet.engine INFO: Epoch: [61] [280/610] learning_rate: 0.216288 loss_vfl: 1.024376 loss_bbox: 0.499099 loss_dfl: 0.408939 loss: 1.955060 eta: 1 day, 15:44:16 batch_cost: 1.0148 data_cost: 0.0004 ips: 47.2982 images/s [03/12 14:58:03] ppdet.engine INFO: Epoch: [61] [300/610] learning_rate: 0.216263 loss_vfl: 1.088004 loss_bbox: 0.507512 loss_dfl: 0.412845 loss: 1.994863 eta: 1 day, 15:43:56 batch_cost: 0.9840 data_cost: 0.0004 ips: 48.7794 images/s [03/12 14:58:26] ppdet.engine INFO: Epoch: [61] [320/610] learning_rate: 0.216238 loss_vfl: 1.130954 loss_bbox: 0.551113 loss_dfl: 0.438508 loss: 2.120991 eta: 1 day, 15:43:40 batch_cost: 1.0242 data_cost: 0.0004 ips: 46.8643 images/s [03/12 14:58:48] ppdet.engine INFO: Epoch: [61] [340/610] learning_rate: 0.216214 loss_vfl: 1.105287 loss_bbox: 0.541092 loss_dfl: 0.441828 loss: 2.072229 eta: 1 day, 15:43:22 batch_cost: 1.0056 data_cost: 0.0004 ips: 47.7347 images/s [03/12 14:59:10] ppdet.engine INFO: Epoch: [61] [360/610] learning_rate: 0.216189 loss_vfl: 1.086678 loss_bbox: 0.501770 loss_dfl: 0.422043 loss: 1.999416 eta: 1 day, 15:43:03 batch_cost: 0.9942 data_cost: 0.0005 ips: 48.2813 images/s [03/12 14:59:32] ppdet.engine INFO: Epoch: [61] [380/610] learning_rate: 0.216164 loss_vfl: 1.036660 loss_bbox: 0.500056 loss_dfl: 0.405799 loss: 1.948158 eta: 1 day, 15:42:41 batch_cost: 0.9569 data_cost: 0.0004 ips: 50.1630 images/s [03/12 14:59:54] ppdet.engine INFO: Epoch: [61] [400/610] learning_rate: 0.216140 loss_vfl: 1.116637 loss_bbox: 0.546627 loss_dfl: 0.455593 loss: 2.125124 eta: 1 day, 15:42:24 batch_cost: 1.0170 data_cost: 0.0004 ips: 47.1963 images/s [03/12 15:00:17] ppdet.engine INFO: Epoch: [61] [420/610] learning_rate: 0.216115 loss_vfl: 1.092800 loss_bbox: 0.522378 loss_dfl: 0.427830 loss: 2.061369 eta: 1 day, 15:42:06 batch_cost: 1.0003 data_cost: 0.0011 ips: 47.9852 images/s [03/12 15:00:39] ppdet.engine INFO: Epoch: [61] [440/610] learning_rate: 0.216090 loss_vfl: 1.017513 loss_bbox: 0.493427 loss_dfl: 0.414531 loss: 1.969653 eta: 1 day, 15:41:47 batch_cost: 0.9894 data_cost: 0.0005 ips: 48.5160 images/s [03/12 15:01:01] ppdet.engine INFO: Epoch: [61] [460/610] learning_rate: 0.216066 loss_vfl: 1.107652 loss_bbox: 0.512091 loss_dfl: 0.423647 loss: 2.035592 eta: 1 day, 15:41:30 batch_cost: 1.0193 data_cost: 0.0005 ips: 47.0932 images/s [03/12 15:01:23] ppdet.engine INFO: Epoch: [61] [480/610] learning_rate: 0.216041 loss_vfl: 1.125386 loss_bbox: 0.542051 loss_dfl: 0.432669 loss: 2.058680 eta: 1 day, 15:41:09 batch_cost: 0.9646 data_cost: 0.0004 ips: 49.7636 images/s [03/12 15:01:46] ppdet.engine INFO: Epoch: [61] [500/610] learning_rate: 0.216016 loss_vfl: 1.150655 loss_bbox: 0.530328 loss_dfl: 0.447290 loss: 2.179092 eta: 1 day, 15:40:51 batch_cost: 1.0049 data_cost: 0.0004 ips: 47.7646 images/s [03/12 15:02:07] ppdet.engine INFO: Epoch: [61] [520/610] learning_rate: 0.215991 loss_vfl: 1.159192 loss_bbox: 0.558598 loss_dfl: 0.459443 loss: 2.179686 eta: 1 day, 15:40:27 batch_cost: 0.9371 data_cost: 0.0005 ips: 51.2222 images/s [03/12 15:02:29] ppdet.engine INFO: Epoch: [61] [540/610] learning_rate: 0.215966 loss_vfl: 1.148695 loss_bbox: 0.553406 loss_dfl: 0.451491 loss: 2.154293 eta: 1 day, 15:40:09 batch_cost: 0.9982 data_cost: 0.0006 ips: 48.0882 images/s [03/12 15:02:51] ppdet.engine INFO: Epoch: [61] [560/610] learning_rate: 0.215942 loss_vfl: 1.073390 loss_bbox: 0.530236 loss_dfl: 0.442542 loss: 2.024727 eta: 1 day, 15:39:47 batch_cost: 0.9546 data_cost: 0.0004 ips: 50.2827 images/s [03/12 15:03:13] ppdet.engine INFO: Epoch: [61] [580/610] learning_rate: 0.215917 loss_vfl: 1.077033 loss_bbox: 0.515436 loss_dfl: 0.418563 loss: 1.969361 eta: 1 day, 15:39:30 batch_cost: 1.0144 data_cost: 0.0008 ips: 47.3173 images/s [03/12 15:03:36] ppdet.engine INFO: Epoch: [61] [600/610] learning_rate: 0.215892 loss_vfl: 1.096695 loss_bbox: 0.507585 loss_dfl: 0.427436 loss: 2.097762 eta: 1 day, 15:39:08 batch_cost: 0.9619 data_cost: 0.0005 ips: 49.9015 images/s [03/12 15:03:57] ppdet.engine INFO: Epoch: [62] [ 0/610] learning_rate: 0.215880 loss_vfl: 1.119690 loss_bbox: 0.530344 loss_dfl: 0.427436 loss: 2.096372 eta: 1 day, 15:39:25 batch_cost: 1.2868 data_cost: 0.4057 ips: 37.3017 images/s [03/12 15:04:24] ppdet.engine INFO: Epoch: [62] [ 20/610] learning_rate: 0.215855 loss_vfl: 1.127036 loss_bbox: 0.543324 loss_dfl: 0.444222 loss: 2.152755 eta: 1 day, 15:39:26 batch_cost: 1.2498 data_cost: 0.0007 ips: 38.4055 images/s [03/12 15:04:46] ppdet.engine INFO: Epoch: [62] [ 40/610] learning_rate: 0.215830 loss_vfl: 1.123361 loss_bbox: 0.522054 loss_dfl: 0.437119 loss: 2.110520 eta: 1 day, 15:39:07 batch_cost: 0.9900 data_cost: 0.0005 ips: 48.4854 images/s [03/12 15:05:09] ppdet.engine INFO: Epoch: [62] [ 60/610] learning_rate: 0.215805 loss_vfl: 1.095183 loss_bbox: 0.531591 loss_dfl: 0.437161 loss: 2.063094 eta: 1 day, 15:38:49 batch_cost: 1.0060 data_cost: 0.0005 ips: 47.7137 images/s [03/12 15:05:31] ppdet.engine INFO: Epoch: [62] [ 80/610] learning_rate: 0.215780 loss_vfl: 1.170007 loss_bbox: 0.592670 loss_dfl: 0.471402 loss: 2.200365 eta: 1 day, 15:38:29 batch_cost: 0.9749 data_cost: 0.0004 ips: 49.2343 images/s [03/12 15:05:53] ppdet.engine INFO: Epoch: [62] [100/610] learning_rate: 0.215755 loss_vfl: 1.095763 loss_bbox: 0.514582 loss_dfl: 0.424418 loss: 2.031159 eta: 1 day, 15:38:08 batch_cost: 0.9720 data_cost: 0.0004 ips: 49.3810 images/s [03/12 15:06:14] ppdet.engine INFO: Epoch: [62] [120/610] learning_rate: 0.215731 loss_vfl: 1.008826 loss_bbox: 0.500335 loss_dfl: 0.405701 loss: 1.916079 eta: 1 day, 15:37:47 batch_cost: 0.9632 data_cost: 0.0004 ips: 49.8335 images/s [03/12 15:06:37] ppdet.engine INFO: Epoch: [62] [140/610] learning_rate: 0.215706 loss_vfl: 1.099346 loss_bbox: 0.532601 loss_dfl: 0.443698 loss: 2.062985 eta: 1 day, 15:37:31 batch_cost: 1.0320 data_cost: 0.0007 ips: 46.5096 images/s [03/12 15:06:59] ppdet.engine INFO: Epoch: [62] [160/610] learning_rate: 0.215681 loss_vfl: 1.087109 loss_bbox: 0.534327 loss_dfl: 0.428595 loss: 2.052174 eta: 1 day, 15:37:08 batch_cost: 0.9367 data_cost: 0.0005 ips: 51.2416 images/s [03/12 15:07:20] ppdet.engine INFO: Epoch: [62] [180/610] learning_rate: 0.215656 loss_vfl: 1.050815 loss_bbox: 0.487848 loss_dfl: 0.412033 loss: 1.959585 eta: 1 day, 15:36:46 batch_cost: 0.9601 data_cost: 0.0004 ips: 49.9944 images/s [03/12 15:07:42] ppdet.engine INFO: Epoch: [62] [200/610] learning_rate: 0.215631 loss_vfl: 1.107021 loss_bbox: 0.526017 loss_dfl: 0.429685 loss: 2.066616 eta: 1 day, 15:36:27 batch_cost: 0.9865 data_cost: 0.0004 ips: 48.6581 images/s [03/12 15:08:04] ppdet.engine INFO: Epoch: [62] [220/610] learning_rate: 0.215606 loss_vfl: 1.047220 loss_bbox: 0.486867 loss_dfl: 0.391548 loss: 1.904983 eta: 1 day, 15:36:05 batch_cost: 0.9553 data_cost: 0.0004 ips: 50.2481 images/s [03/12 15:08:27] ppdet.engine INFO: Epoch: [62] [240/610] learning_rate: 0.215581 loss_vfl: 1.065100 loss_bbox: 0.496041 loss_dfl: 0.417808 loss: 2.011960 eta: 1 day, 15:35:48 batch_cost: 1.0130 data_cost: 0.0005 ips: 47.3819 images/s [03/12 15:08:49] ppdet.engine INFO: Epoch: [62] [260/610] learning_rate: 0.215556 loss_vfl: 1.144104 loss_bbox: 0.568391 loss_dfl: 0.453402 loss: 2.136981 eta: 1 day, 15:35:30 batch_cost: 1.0153 data_cost: 0.0004 ips: 47.2775 images/s [03/12 15:09:10] ppdet.engine INFO: Epoch: [62] [280/610] learning_rate: 0.215531 loss_vfl: 1.103445 loss_bbox: 0.526118 loss_dfl: 0.415778 loss: 2.062727 eta: 1 day, 15:35:10 batch_cost: 0.9704 data_cost: 0.0004 ips: 49.4628 images/s [03/12 15:09:31] ppdet.engine INFO: Epoch: [62] [300/610] learning_rate: 0.215506 loss_vfl: 1.005222 loss_bbox: 0.496575 loss_dfl: 0.395669 loss: 1.897324 eta: 1 day, 15:34:45 batch_cost: 0.9247 data_cost: 0.0016 ips: 51.9101 images/s [03/12 15:09:53] ppdet.engine INFO: Epoch: [62] [320/610] learning_rate: 0.215481 loss_vfl: 1.153144 loss_bbox: 0.558010 loss_dfl: 0.464126 loss: 2.194918 eta: 1 day, 15:34:22 batch_cost: 0.9312 data_cost: 0.0004 ips: 51.5487 images/s [03/12 15:10:15] ppdet.engine INFO: Epoch: [62] [340/610] learning_rate: 0.215456 loss_vfl: 1.175622 loss_bbox: 0.580171 loss_dfl: 0.467406 loss: 2.233508 eta: 1 day, 15:34:01 batch_cost: 0.9708 data_cost: 0.0004 ips: 49.4423 images/s [03/12 15:10:37] ppdet.engine INFO: Epoch: [62] [360/610] learning_rate: 0.215431 loss_vfl: 1.118515 loss_bbox: 0.526104 loss_dfl: 0.431883 loss: 2.062055 eta: 1 day, 15:33:43 batch_cost: 1.0027 data_cost: 0.0004 ips: 47.8723 images/s [03/12 15:10:59] ppdet.engine INFO: Epoch: [62] [380/610] learning_rate: 0.215406 loss_vfl: 1.112397 loss_bbox: 0.541451 loss_dfl: 0.428574 loss: 2.081215 eta: 1 day, 15:33:19 batch_cost: 0.9228 data_cost: 0.0007 ips: 52.0154 images/s [03/12 15:11:21] ppdet.engine INFO: Epoch: [62] [400/610] learning_rate: 0.215381 loss_vfl: 1.157577 loss_bbox: 0.549349 loss_dfl: 0.455206 loss: 2.164010 eta: 1 day, 15:32:54 batch_cost: 0.9205 data_cost: 0.0004 ips: 52.1441 images/s [03/12 15:11:43] ppdet.engine INFO: Epoch: [62] [420/610] learning_rate: 0.215356 loss_vfl: 1.072595 loss_bbox: 0.508523 loss_dfl: 0.427635 loss: 1.994895 eta: 1 day, 15:32:35 batch_cost: 0.9930 data_cost: 0.0004 ips: 48.3382 images/s [03/12 15:12:07] ppdet.engine INFO: Epoch: [62] [440/610] learning_rate: 0.215331 loss_vfl: 1.046131 loss_bbox: 0.510324 loss_dfl: 0.406465 loss: 1.971749 eta: 1 day, 15:32:20 batch_cost: 1.0465 data_cost: 0.0004 ips: 45.8658 images/s [03/12 15:12:28] ppdet.engine INFO: Epoch: [62] [460/610] learning_rate: 0.215306 loss_vfl: 1.119339 loss_bbox: 0.521614 loss_dfl: 0.427489 loss: 2.084682 eta: 1 day, 15:31:54 batch_cost: 0.8910 data_cost: 0.0008 ips: 53.8733 images/s [03/12 15:12:49] ppdet.engine INFO: Epoch: [62] [480/610] learning_rate: 0.215281 loss_vfl: 1.051234 loss_bbox: 0.516778 loss_dfl: 0.418154 loss: 1.979746 eta: 1 day, 15:31:32 batch_cost: 0.9599 data_cost: 0.0004 ips: 50.0063 images/s [03/12 15:13:11] ppdet.engine INFO: Epoch: [62] [500/610] learning_rate: 0.215256 loss_vfl: 1.010125 loss_bbox: 0.480293 loss_dfl: 0.390742 loss: 1.867306 eta: 1 day, 15:31:12 batch_cost: 0.9789 data_cost: 0.0004 ips: 49.0339 images/s [03/12 15:13:32] ppdet.engine INFO: Epoch: [62] [520/610] learning_rate: 0.215231 loss_vfl: 1.016348 loss_bbox: 0.474597 loss_dfl: 0.395686 loss: 1.896046 eta: 1 day, 15:30:48 batch_cost: 0.9237 data_cost: 0.0094 ips: 51.9631 images/s [03/12 15:13:54] ppdet.engine INFO: Epoch: [62] [540/610] learning_rate: 0.215206 loss_vfl: 1.061421 loss_bbox: 0.510719 loss_dfl: 0.421333 loss: 1.986048 eta: 1 day, 15:30:30 batch_cost: 0.9966 data_cost: 0.0017 ips: 48.1631 images/s [03/12 15:14:15] ppdet.engine INFO: Epoch: [62] [560/610] learning_rate: 0.215180 loss_vfl: 1.065423 loss_bbox: 0.518846 loss_dfl: 0.433673 loss: 2.059975 eta: 1 day, 15:30:05 batch_cost: 0.9127 data_cost: 0.0004 ips: 52.5919 images/s [03/12 15:14:36] ppdet.engine INFO: Epoch: [62] [580/610] learning_rate: 0.215155 loss_vfl: 1.096923 loss_bbox: 0.521247 loss_dfl: 0.437536 loss: 2.065717 eta: 1 day, 15:29:42 batch_cost: 0.9514 data_cost: 0.0005 ips: 50.4508 images/s [03/12 15:14:58] ppdet.engine INFO: Epoch: [62] [600/610] learning_rate: 0.215130 loss_vfl: 1.064967 loss_bbox: 0.520168 loss_dfl: 0.420787 loss: 2.018381 eta: 1 day, 15:29:25 batch_cost: 1.0101 data_cost: 0.0005 ips: 47.5179 images/s [03/12 15:15:20] ppdet.engine INFO: Epoch: [63] [ 0/610] learning_rate: 0.215118 loss_vfl: 1.057672 loss_bbox: 0.511555 loss_dfl: 0.420787 loss: 2.002742 eta: 1 day, 15:29:45 batch_cost: 1.3786 data_cost: 0.3990 ips: 34.8177 images/s [03/12 15:15:45] ppdet.engine INFO: Epoch: [63] [ 20/610] learning_rate: 0.215092 loss_vfl: 1.078837 loss_bbox: 0.516092 loss_dfl: 0.422296 loss: 2.026458 eta: 1 day, 15:29:34 batch_cost: 1.0953 data_cost: 0.0004 ips: 43.8238 images/s [03/12 15:16:06] ppdet.engine INFO: Epoch: [63] [ 40/610] learning_rate: 0.215067 loss_vfl: 1.029374 loss_bbox: 0.473820 loss_dfl: 0.396735 loss: 1.890720 eta: 1 day, 15:29:03 batch_cost: 0.8302 data_cost: 0.0008 ips: 57.8177 images/s [03/12 15:16:27] ppdet.engine INFO: Epoch: [63] [ 60/610] learning_rate: 0.215042 loss_vfl: 1.015203 loss_bbox: 0.488634 loss_dfl: 0.410672 loss: 1.918851 eta: 1 day, 15:28:39 batch_cost: 0.9293 data_cost: 0.0004 ips: 51.6528 images/s [03/12 15:16:49] ppdet.engine INFO: Epoch: [63] [ 80/610] learning_rate: 0.215017 loss_vfl: 1.060816 loss_bbox: 0.518392 loss_dfl: 0.419530 loss: 1.982918 eta: 1 day, 15:28:17 batch_cost: 0.9517 data_cost: 0.0005 ips: 50.4379 images/s [03/12 15:17:11] ppdet.engine INFO: Epoch: [63] [100/610] learning_rate: 0.214992 loss_vfl: 1.112870 loss_bbox: 0.557579 loss_dfl: 0.436193 loss: 2.098508 eta: 1 day, 15:27:53 batch_cost: 0.9178 data_cost: 0.0004 ips: 52.3010 images/s [03/12 15:17:32] ppdet.engine INFO: Epoch: [63] [120/610] learning_rate: 0.214966 loss_vfl: 1.081149 loss_bbox: 0.517739 loss_dfl: 0.415260 loss: 2.000032 eta: 1 day, 15:27:30 batch_cost: 0.9431 data_cost: 0.0005 ips: 50.8963 images/s [03/12 15:17:54] ppdet.engine INFO: Epoch: [63] [140/610] learning_rate: 0.214941 loss_vfl: 1.073715 loss_bbox: 0.519822 loss_dfl: 0.419554 loss: 2.008384 eta: 1 day, 15:27:10 batch_cost: 0.9770 data_cost: 0.0004 ips: 49.1288 images/s [03/12 15:18:15] ppdet.engine INFO: Epoch: [63] [160/610] learning_rate: 0.214916 loss_vfl: 1.026280 loss_bbox: 0.497472 loss_dfl: 0.403019 loss: 1.936667 eta: 1 day, 15:26:48 batch_cost: 0.9584 data_cost: 0.0004 ips: 50.0845 images/s [03/12 15:18:39] ppdet.engine INFO: Epoch: [63] [180/610] learning_rate: 0.214891 loss_vfl: 1.110902 loss_bbox: 0.537712 loss_dfl: 0.438108 loss: 2.015139 eta: 1 day, 15:26:33 batch_cost: 1.0456 data_cost: 0.0004 ips: 45.9047 images/s [03/12 15:19:00] ppdet.engine INFO: Epoch: [63] [200/610] learning_rate: 0.214865 loss_vfl: 1.022747 loss_bbox: 0.500981 loss_dfl: 0.409346 loss: 1.929118 eta: 1 day, 15:26:07 batch_cost: 0.8897 data_cost: 0.0005 ips: 53.9522 images/s [03/12 15:19:22] ppdet.engine INFO: Epoch: [63] [220/610] learning_rate: 0.214840 loss_vfl: 1.118606 loss_bbox: 0.520286 loss_dfl: 0.418384 loss: 2.067962 eta: 1 day, 15:25:48 batch_cost: 0.9987 data_cost: 0.0005 ips: 48.0645 images/s [03/12 15:19:43] ppdet.engine INFO: Epoch: [63] [240/610] learning_rate: 0.214815 loss_vfl: 1.056987 loss_bbox: 0.503782 loss_dfl: 0.419453 loss: 1.981025 eta: 1 day, 15:25:24 batch_cost: 0.9246 data_cost: 0.0010 ips: 51.9122 images/s [03/12 15:20:06] ppdet.engine INFO: Epoch: [63] [260/610] learning_rate: 0.214790 loss_vfl: 1.153348 loss_bbox: 0.546304 loss_dfl: 0.455799 loss: 2.187440 eta: 1 day, 15:25:09 batch_cost: 1.0526 data_cost: 0.0004 ips: 45.6017 images/s [03/12 15:20:28] ppdet.engine INFO: Epoch: [63] [280/610] learning_rate: 0.214764 loss_vfl: 1.086624 loss_bbox: 0.529130 loss_dfl: 0.425836 loss: 2.049373 eta: 1 day, 15:24:50 batch_cost: 0.9833 data_cost: 0.0013 ips: 48.8128 images/s [03/12 15:20:50] ppdet.engine INFO: Epoch: [63] [300/610] learning_rate: 0.214739 loss_vfl: 1.099728 loss_bbox: 0.529575 loss_dfl: 0.434190 loss: 2.057801 eta: 1 day, 15:24:28 batch_cost: 0.9577 data_cost: 0.0004 ips: 50.1202 images/s [03/12 15:21:13] ppdet.engine INFO: Epoch: [63] [320/610] learning_rate: 0.214714 loss_vfl: 1.094299 loss_bbox: 0.504914 loss_dfl: 0.426979 loss: 1.998574 eta: 1 day, 15:24:03 batch_cost: 0.9055 data_cost: 0.0004 ips: 53.0120 images/s [03/12 15:21:35] ppdet.engine INFO: Epoch: [63] [340/610] learning_rate: 0.214688 loss_vfl: 1.103549 loss_bbox: 0.543894 loss_dfl: 0.444548 loss: 2.082557 eta: 1 day, 15:23:42 batch_cost: 0.9720 data_cost: 0.0004 ips: 49.3850 images/s [03/12 15:21:56] ppdet.engine INFO: Epoch: [63] [360/610] learning_rate: 0.214663 loss_vfl: 1.024493 loss_bbox: 0.506912 loss_dfl: 0.413911 loss: 1.931408 eta: 1 day, 15:23:21 batch_cost: 0.9657 data_cost: 0.0004 ips: 49.7031 images/s [03/12 15:22:19] ppdet.engine INFO: Epoch: [63] [380/610] learning_rate: 0.214637 loss_vfl: 1.090361 loss_bbox: 0.547664 loss_dfl: 0.437056 loss: 2.074028 eta: 1 day, 15:23:04 batch_cost: 1.0122 data_cost: 0.0022 ips: 47.4213 images/s [03/12 15:22:42] ppdet.engine INFO: Epoch: [63] [400/610] learning_rate: 0.214612 loss_vfl: 1.085780 loss_bbox: 0.557518 loss_dfl: 0.453638 loss: 2.119839 eta: 1 day, 15:22:48 batch_cost: 1.0330 data_cost: 0.0004 ips: 46.4660 images/s [03/12 15:23:04] ppdet.engine INFO: Epoch: [63] [420/610] learning_rate: 0.214587 loss_vfl: 1.101140 loss_bbox: 0.536595 loss_dfl: 0.442387 loss: 2.068377 eta: 1 day, 15:22:31 batch_cost: 1.0198 data_cost: 0.0010 ips: 47.0698 images/s [03/12 15:23:25] ppdet.engine INFO: Epoch: [63] [440/610] learning_rate: 0.214561 loss_vfl: 1.014095 loss_bbox: 0.503528 loss_dfl: 0.417035 loss: 1.935155 eta: 1 day, 15:22:06 batch_cost: 0.9070 data_cost: 0.0004 ips: 52.9232 images/s [03/12 15:23:47] ppdet.engine INFO: Epoch: [63] [460/610] learning_rate: 0.214536 loss_vfl: 1.068152 loss_bbox: 0.494797 loss_dfl: 0.411819 loss: 1.984353 eta: 1 day, 15:21:47 batch_cost: 1.0030 data_cost: 0.0004 ips: 47.8550 images/s [03/12 15:24:08] ppdet.engine INFO: Epoch: [63] [480/610] learning_rate: 0.214510 loss_vfl: 1.123575 loss_bbox: 0.581327 loss_dfl: 0.450062 loss: 2.142282 eta: 1 day, 15:21:25 batch_cost: 0.9412 data_cost: 0.0004 ips: 50.9994 images/s [03/12 15:24:31] ppdet.engine INFO: Epoch: [63] [500/610] learning_rate: 0.214485 loss_vfl: 1.138336 loss_bbox: 0.551362 loss_dfl: 0.451554 loss: 2.147276 eta: 1 day, 15:21:06 batch_cost: 0.9949 data_cost: 0.0008 ips: 48.2484 images/s [03/12 15:24:52] ppdet.engine INFO: Epoch: [63] [520/610] learning_rate: 0.214460 loss_vfl: 1.078723 loss_bbox: 0.515360 loss_dfl: 0.417903 loss: 1.990009 eta: 1 day, 15:20:40 batch_cost: 0.9018 data_cost: 0.0004 ips: 53.2286 images/s [03/12 15:25:15] ppdet.engine INFO: Epoch: [63] [540/610] learning_rate: 0.214434 loss_vfl: 1.089928 loss_bbox: 0.518487 loss_dfl: 0.426953 loss: 1.999699 eta: 1 day, 15:20:21 batch_cost: 0.9960 data_cost: 0.0005 ips: 48.1905 images/s [03/12 15:25:37] ppdet.engine INFO: Epoch: [63] [560/610] learning_rate: 0.214409 loss_vfl: 1.117458 loss_bbox: 0.537886 loss_dfl: 0.433128 loss: 2.115758 eta: 1 day, 15:19:59 batch_cost: 0.9516 data_cost: 0.0004 ips: 50.4427 images/s [03/12 15:25:59] ppdet.engine INFO: Epoch: [63] [580/610] learning_rate: 0.214383 loss_vfl: 1.048818 loss_bbox: 0.498246 loss_dfl: 0.411867 loss: 1.964996 eta: 1 day, 15:19:43 batch_cost: 1.0255 data_cost: 0.0005 ips: 46.8059 images/s [03/12 15:26:22] ppdet.engine INFO: Epoch: [63] [600/610] learning_rate: 0.214358 loss_vfl: 1.198666 loss_bbox: 0.555915 loss_dfl: 0.463644 loss: 2.225643 eta: 1 day, 15:19:27 batch_cost: 1.0417 data_cost: 0.0006 ips: 46.0777 images/s [03/12 15:26:44] ppdet.engine INFO: Epoch: [64] [ 0/610] learning_rate: 0.214345 loss_vfl: 1.111760 loss_bbox: 0.510700 loss_dfl: 0.433657 loss: 2.034447 eta: 1 day, 15:19:47 batch_cost: 1.3803 data_cost: 0.5896 ips: 34.7738 images/s [03/12 15:27:09] ppdet.engine INFO: Epoch: [64] [ 20/610] learning_rate: 0.214319 loss_vfl: 1.119995 loss_bbox: 0.528882 loss_dfl: 0.437255 loss: 2.119505 eta: 1 day, 15:19:40 batch_cost: 1.1524 data_cost: 0.0004 ips: 41.6512 images/s [03/12 15:27:31] ppdet.engine INFO: Epoch: [64] [ 40/610] learning_rate: 0.214294 loss_vfl: 1.080206 loss_bbox: 0.536717 loss_dfl: 0.441388 loss: 2.057436 eta: 1 day, 15:19:18 batch_cost: 0.9541 data_cost: 0.0010 ips: 50.3111 images/s [03/12 15:27:53] ppdet.engine INFO: Epoch: [64] [ 60/610] learning_rate: 0.214268 loss_vfl: 1.072084 loss_bbox: 0.539795 loss_dfl: 0.428328 loss: 2.056999 eta: 1 day, 15:19:00 batch_cost: 1.0162 data_cost: 0.0004 ips: 47.2345 images/s [03/12 15:28:15] ppdet.engine INFO: Epoch: [64] [ 80/610] learning_rate: 0.214243 loss_vfl: 1.086329 loss_bbox: 0.509927 loss_dfl: 0.425182 loss: 2.018282 eta: 1 day, 15:18:36 batch_cost: 0.9246 data_cost: 0.0005 ips: 51.9144 images/s [03/12 15:28:36] ppdet.engine INFO: Epoch: [64] [100/610] learning_rate: 0.214217 loss_vfl: 1.151391 loss_bbox: 0.531337 loss_dfl: 0.438508 loss: 2.115361 eta: 1 day, 15:18:15 batch_cost: 0.9534 data_cost: 0.0005 ips: 50.3445 images/s [03/12 15:28:58] ppdet.engine INFO: Epoch: [64] [120/610] learning_rate: 0.214192 loss_vfl: 1.123961 loss_bbox: 0.550773 loss_dfl: 0.445784 loss: 2.149238 eta: 1 day, 15:17:54 batch_cost: 0.9684 data_cost: 0.0004 ips: 49.5681 images/s [03/12 15:29:20] ppdet.engine INFO: Epoch: [64] [140/610] learning_rate: 0.214166 loss_vfl: 1.105452 loss_bbox: 0.544252 loss_dfl: 0.448532 loss: 2.102539 eta: 1 day, 15:17:34 batch_cost: 0.9865 data_cost: 0.0011 ips: 48.6550 images/s [03/12 15:29:41] ppdet.engine INFO: Epoch: [64] [160/610] learning_rate: 0.214141 loss_vfl: 1.047339 loss_bbox: 0.509764 loss_dfl: 0.414994 loss: 1.981846 eta: 1 day, 15:17:06 batch_cost: 0.8708 data_cost: 0.0004 ips: 55.1186 images/s [03/12 15:30:05] ppdet.engine INFO: Epoch: [64] [180/610] learning_rate: 0.214115 loss_vfl: 1.094600 loss_bbox: 0.526609 loss_dfl: 0.431285 loss: 2.058434 eta: 1 day, 15:16:49 batch_cost: 1.0169 data_cost: 0.0004 ips: 47.2040 images/s [03/12 15:30:27] ppdet.engine INFO: Epoch: [64] [200/610] learning_rate: 0.214089 loss_vfl: 1.127376 loss_bbox: 0.549663 loss_dfl: 0.445886 loss: 2.125583 eta: 1 day, 15:16:30 batch_cost: 0.9930 data_cost: 0.0004 ips: 48.3382 images/s [03/12 15:30:49] ppdet.engine INFO: Epoch: [64] [220/610] learning_rate: 0.214064 loss_vfl: 1.081234 loss_bbox: 0.530396 loss_dfl: 0.416693 loss: 2.024070 eta: 1 day, 15:16:10 batch_cost: 0.9791 data_cost: 0.0004 ips: 49.0260 images/s [03/12 15:31:10] ppdet.engine INFO: Epoch: [64] [240/610] learning_rate: 0.214038 loss_vfl: 1.114075 loss_bbox: 0.544465 loss_dfl: 0.433336 loss: 2.089159 eta: 1 day, 15:15:46 batch_cost: 0.9192 data_cost: 0.0004 ips: 52.2182 images/s [03/12 15:31:32] ppdet.engine INFO: Epoch: [64] [260/610] learning_rate: 0.214012 loss_vfl: 1.109797 loss_bbox: 0.554772 loss_dfl: 0.437263 loss: 2.087748 eta: 1 day, 15:15:26 batch_cost: 0.9770 data_cost: 0.0011 ips: 49.1288 images/s [03/12 15:31:55] ppdet.engine INFO: Epoch: [64] [280/610] learning_rate: 0.213987 loss_vfl: 1.102242 loss_bbox: 0.512620 loss_dfl: 0.428969 loss: 2.033860 eta: 1 day, 15:15:09 batch_cost: 1.0301 data_cost: 0.0004 ips: 46.5962 images/s [03/12 15:32:15] ppdet.engine INFO: Epoch: [64] [300/610] learning_rate: 0.213961 loss_vfl: 1.042744 loss_bbox: 0.524578 loss_dfl: 0.419331 loss: 1.966852 eta: 1 day, 15:14:47 batch_cost: 0.9434 data_cost: 0.0004 ips: 50.8772 images/s [03/12 15:32:38] ppdet.engine INFO: Epoch: [64] [320/610] learning_rate: 0.213935 loss_vfl: 1.058792 loss_bbox: 0.492273 loss_dfl: 0.403612 loss: 1.984886 eta: 1 day, 15:14:20 batch_cost: 0.8815 data_cost: 0.0004 ips: 54.4537 images/s [03/12 15:32:59] ppdet.engine INFO: Epoch: [64] [340/610] learning_rate: 0.213910 loss_vfl: 1.131045 loss_bbox: 0.567866 loss_dfl: 0.455578 loss: 2.156452 eta: 1 day, 15:13:59 batch_cost: 0.9757 data_cost: 0.0011 ips: 49.1947 images/s [03/12 15:33:22] ppdet.engine INFO: Epoch: [64] [360/610] learning_rate: 0.213884 loss_vfl: 1.123831 loss_bbox: 0.521051 loss_dfl: 0.438802 loss: 2.075797 eta: 1 day, 15:13:41 batch_cost: 1.0004 data_cost: 0.0005 ips: 47.9814 images/s [03/12 15:33:44] ppdet.engine INFO: Epoch: [64] [380/610] learning_rate: 0.213858 loss_vfl: 1.101071 loss_bbox: 0.559616 loss_dfl: 0.442517 loss: 2.088070 eta: 1 day, 15:13:17 batch_cost: 0.9265 data_cost: 0.0004 ips: 51.8105 images/s [03/12 15:34:06] ppdet.engine INFO: Epoch: [64] [400/610] learning_rate: 0.213833 loss_vfl: 1.076095 loss_bbox: 0.496034 loss_dfl: 0.407699 loss: 1.984026 eta: 1 day, 15:12:55 batch_cost: 0.9464 data_cost: 0.0004 ips: 50.7197 images/s [03/12 15:34:27] ppdet.engine INFO: Epoch: [64] [420/610] learning_rate: 0.213807 loss_vfl: 1.107374 loss_bbox: 0.544934 loss_dfl: 0.455343 loss: 2.129696 eta: 1 day, 15:12:34 batch_cost: 0.9654 data_cost: 0.0004 ips: 49.7179 images/s [03/12 15:34:50] ppdet.engine INFO: Epoch: [64] [440/610] learning_rate: 0.213781 loss_vfl: 1.088931 loss_bbox: 0.534788 loss_dfl: 0.425526 loss: 2.054772 eta: 1 day, 15:12:17 batch_cost: 1.0257 data_cost: 0.0004 ips: 46.7980 images/s [03/12 15:35:10] ppdet.engine INFO: Epoch: [64] [460/610] learning_rate: 0.213755 loss_vfl: 1.133784 loss_bbox: 0.548664 loss_dfl: 0.454181 loss: 2.157820 eta: 1 day, 15:11:56 batch_cost: 0.9582 data_cost: 0.0004 ips: 50.0920 images/s [03/12 15:35:33] ppdet.engine INFO: Epoch: [64] [480/610] learning_rate: 0.213730 loss_vfl: 1.065527 loss_bbox: 0.516616 loss_dfl: 0.427563 loss: 2.006423 eta: 1 day, 15:11:37 batch_cost: 1.0001 data_cost: 0.0004 ips: 47.9937 images/s [03/12 15:35:55] ppdet.engine INFO: Epoch: [64] [500/610] learning_rate: 0.213704 loss_vfl: 1.159887 loss_bbox: 0.535910 loss_dfl: 0.446325 loss: 2.156716 eta: 1 day, 15:11:19 batch_cost: 0.9992 data_cost: 0.0005 ips: 48.0368 images/s [03/12 15:36:18] ppdet.engine INFO: Epoch: [64] [520/610] learning_rate: 0.213678 loss_vfl: 1.112864 loss_bbox: 0.550736 loss_dfl: 0.434516 loss: 2.117457 eta: 1 day, 15:11:02 batch_cost: 1.0180 data_cost: 0.0004 ips: 47.1501 images/s [03/12 15:36:40] ppdet.engine INFO: Epoch: [64] [540/610] learning_rate: 0.213652 loss_vfl: 1.008833 loss_bbox: 0.493181 loss_dfl: 0.403353 loss: 1.881055 eta: 1 day, 15:10:43 batch_cost: 1.0012 data_cost: 0.0004 ips: 47.9419 images/s [03/12 15:37:01] ppdet.engine INFO: Epoch: [64] [560/610] learning_rate: 0.213626 loss_vfl: 1.017562 loss_bbox: 0.490898 loss_dfl: 0.404097 loss: 1.906502 eta: 1 day, 15:10:20 batch_cost: 0.9351 data_cost: 0.0004 ips: 51.3290 images/s [03/12 15:37:22] ppdet.engine INFO: Epoch: [64] [580/610] learning_rate: 0.213601 loss_vfl: 1.072671 loss_bbox: 0.511383 loss_dfl: 0.417541 loss: 1.989742 eta: 1 day, 15:09:56 batch_cost: 0.9244 data_cost: 0.0004 ips: 51.9247 images/s [03/12 15:37:43] ppdet.engine INFO: Epoch: [64] [600/610] learning_rate: 0.213575 loss_vfl: 1.088832 loss_bbox: 0.521220 loss_dfl: 0.414019 loss: 2.030570 eta: 1 day, 15:09:33 batch_cost: 0.9314 data_cost: 0.0006 ips: 51.5377 images/s [03/12 15:38:05] ppdet.engine INFO: Epoch: [65] [ 0/610] learning_rate: 0.213562 loss_vfl: 1.102024 loss_bbox: 0.541529 loss_dfl: 0.443119 loss: 2.090267 eta: 1 day, 15:09:52 batch_cost: 1.3438 data_cost: 0.5953 ips: 35.7192 images/s [03/12 15:38:30] ppdet.engine INFO: Epoch: [65] [ 20/610] learning_rate: 0.213536 loss_vfl: 1.113170 loss_bbox: 0.516559 loss_dfl: 0.424764 loss: 2.067528 eta: 1 day, 15:09:45 batch_cost: 1.1588 data_cost: 0.0004 ips: 41.4238 images/s [03/12 15:38:51] ppdet.engine INFO: Epoch: [65] [ 40/610] learning_rate: 0.213510 loss_vfl: 1.065291 loss_bbox: 0.495151 loss_dfl: 0.428922 loss: 1.994086 eta: 1 day, 15:09:25 batch_cost: 0.9887 data_cost: 0.0004 ips: 48.5488 images/s [03/12 15:39:12] ppdet.engine INFO: Epoch: [65] [ 60/610] learning_rate: 0.213484 loss_vfl: 1.105424 loss_bbox: 0.529259 loss_dfl: 0.442507 loss: 2.090916 eta: 1 day, 15:09:02 batch_cost: 0.9273 data_cost: 0.0008 ips: 51.7657 images/s [03/12 15:39:34] ppdet.engine INFO: Epoch: [65] [ 80/610] learning_rate: 0.213458 loss_vfl: 1.047732 loss_bbox: 0.518634 loss_dfl: 0.412010 loss: 1.983327 eta: 1 day, 15:08:40 batch_cost: 0.9620 data_cost: 0.0004 ips: 49.8950 images/s [03/12 15:39:58] ppdet.engine INFO: Epoch: [65] [100/610] learning_rate: 0.213433 loss_vfl: 1.019488 loss_bbox: 0.491101 loss_dfl: 0.410089 loss: 1.931538 eta: 1 day, 15:08:26 batch_cost: 1.0647 data_cost: 0.0004 ips: 45.0848 images/s [03/12 15:40:19] ppdet.engine INFO: Epoch: [65] [120/610] learning_rate: 0.213407 loss_vfl: 1.080390 loss_bbox: 0.513675 loss_dfl: 0.426594 loss: 2.024901 eta: 1 day, 15:07:55 batch_cost: 0.8258 data_cost: 0.0004 ips: 58.1284 images/s [03/12 15:40:40] ppdet.engine INFO: Epoch: [65] [140/610] learning_rate: 0.213381 loss_vfl: 1.076995 loss_bbox: 0.495969 loss_dfl: 0.402324 loss: 1.943527 eta: 1 day, 15:07:33 batch_cost: 0.9514 data_cost: 0.0005 ips: 50.4517 images/s [03/12 15:41:03] ppdet.engine INFO: Epoch: [65] [160/610] learning_rate: 0.213355 loss_vfl: 1.132696 loss_bbox: 0.550492 loss_dfl: 0.441619 loss: 2.117938 eta: 1 day, 15:07:14 batch_cost: 0.9832 data_cost: 0.0004 ips: 48.8179 images/s [03/12 15:41:25] ppdet.engine INFO: Epoch: [65] [180/610] learning_rate: 0.213329 loss_vfl: 1.138245 loss_bbox: 0.551225 loss_dfl: 0.446249 loss: 2.161305 eta: 1 day, 15:06:55 batch_cost: 1.0001 data_cost: 0.0004 ips: 47.9932 images/s [03/12 15:41:47] ppdet.engine INFO: Epoch: [65] [200/610] learning_rate: 0.213303 loss_vfl: 1.052565 loss_bbox: 0.499195 loss_dfl: 0.422718 loss: 1.994868 eta: 1 day, 15:06:39 batch_cost: 1.0364 data_cost: 0.0004 ips: 46.3133 images/s [03/12 15:42:09] ppdet.engine INFO: Epoch: [65] [220/610] learning_rate: 0.213277 loss_vfl: 1.101064 loss_bbox: 0.543679 loss_dfl: 0.452826 loss: 2.096945 eta: 1 day, 15:06:20 batch_cost: 0.9910 data_cost: 0.0005 ips: 48.4376 images/s [03/12 15:42:32] ppdet.engine INFO: Epoch: [65] [240/610] learning_rate: 0.213251 loss_vfl: 1.052964 loss_bbox: 0.494484 loss_dfl: 0.411361 loss: 1.964803 eta: 1 day, 15:06:04 batch_cost: 1.0283 data_cost: 0.0004 ips: 46.6788 images/s [03/12 15:42:53] ppdet.engine INFO: Epoch: [65] [260/610] learning_rate: 0.213225 loss_vfl: 1.085651 loss_bbox: 0.502008 loss_dfl: 0.412283 loss: 1.987575 eta: 1 day, 15:05:39 batch_cost: 0.9178 data_cost: 0.0011 ips: 52.3002 images/s [03/12 15:43:15] ppdet.engine INFO: Epoch: [65] [280/610] learning_rate: 0.213199 loss_vfl: 1.073292 loss_bbox: 0.489013 loss_dfl: 0.412821 loss: 1.970020 eta: 1 day, 15:05:22 batch_cost: 1.0138 data_cost: 0.0004 ips: 47.3456 images/s [03/12 15:43:37] ppdet.engine INFO: Epoch: [65] [300/610] learning_rate: 0.213173 loss_vfl: 1.141667 loss_bbox: 0.567667 loss_dfl: 0.463794 loss: 2.186913 eta: 1 day, 15:05:01 batch_cost: 0.9615 data_cost: 0.0004 ips: 49.9228 images/s [03/12 15:43:59] ppdet.engine INFO: Epoch: [65] [320/610] learning_rate: 0.213147 loss_vfl: 1.063905 loss_bbox: 0.496812 loss_dfl: 0.421691 loss: 2.002615 eta: 1 day, 15:04:42 batch_cost: 0.9971 data_cost: 0.0004 ips: 48.1408 images/s [03/12 15:44:20] ppdet.engine INFO: Epoch: [65] [340/610] learning_rate: 0.213121 loss_vfl: 1.059096 loss_bbox: 0.494946 loss_dfl: 0.404633 loss: 1.952114 eta: 1 day, 15:04:15 batch_cost: 0.8863 data_cost: 0.0010 ips: 54.1572 images/s [03/12 15:44:42] ppdet.engine INFO: Epoch: [65] [360/610] learning_rate: 0.213095 loss_vfl: 1.155702 loss_bbox: 0.544657 loss_dfl: 0.448763 loss: 2.167900 eta: 1 day, 15:03:56 batch_cost: 0.9874 data_cost: 0.0004 ips: 48.6146 images/s [03/12 15:45:05] ppdet.engine INFO: Epoch: [65] [380/610] learning_rate: 0.213069 loss_vfl: 1.095779 loss_bbox: 0.545495 loss_dfl: 0.434174 loss: 2.087071 eta: 1 day, 15:03:38 batch_cost: 1.0036 data_cost: 0.0004 ips: 47.8277 images/s [03/12 15:45:27] ppdet.engine INFO: Epoch: [65] [400/610] learning_rate: 0.213043 loss_vfl: 1.083815 loss_bbox: 0.498536 loss_dfl: 0.428836 loss: 2.008524 eta: 1 day, 15:03:17 batch_cost: 0.9658 data_cost: 0.0006 ips: 49.6973 images/s [03/12 15:45:49] ppdet.engine INFO: Epoch: [65] [420/610] learning_rate: 0.213017 loss_vfl: 1.072296 loss_bbox: 0.531018 loss_dfl: 0.434410 loss: 2.034297 eta: 1 day, 15:03:00 batch_cost: 1.0203 data_cost: 0.0004 ips: 47.0472 images/s [03/12 15:46:10] ppdet.engine INFO: Epoch: [65] [440/610] learning_rate: 0.212991 loss_vfl: 1.111017 loss_bbox: 0.545181 loss_dfl: 0.432586 loss: 2.077441 eta: 1 day, 15:02:36 batch_cost: 0.9323 data_cost: 0.0006 ips: 51.4855 images/s [03/12 15:46:31] ppdet.engine INFO: Epoch: [65] [460/610] learning_rate: 0.212965 loss_vfl: 1.069472 loss_bbox: 0.518036 loss_dfl: 0.424549 loss: 2.006264 eta: 1 day, 15:02:16 batch_cost: 0.9761 data_cost: 0.0004 ips: 49.1737 images/s [03/12 15:46:54] ppdet.engine INFO: Epoch: [65] [480/610] learning_rate: 0.212939 loss_vfl: 1.102750 loss_bbox: 0.550605 loss_dfl: 0.448559 loss: 2.114797 eta: 1 day, 15:01:55 batch_cost: 0.9655 data_cost: 0.0004 ips: 49.7130 images/s [03/12 15:47:15] ppdet.engine INFO: Epoch: [65] [500/610] learning_rate: 0.212912 loss_vfl: 1.131536 loss_bbox: 0.559702 loss_dfl: 0.434651 loss: 2.122498 eta: 1 day, 15:01:27 batch_cost: 0.8584 data_cost: 0.0019 ips: 55.9186 images/s [03/12 15:47:36] ppdet.engine INFO: Epoch: [65] [520/610] learning_rate: 0.212886 loss_vfl: 1.070335 loss_bbox: 0.521186 loss_dfl: 0.425886 loss: 2.002974 eta: 1 day, 15:00:59 batch_cost: 0.8781 data_cost: 0.0004 ips: 54.6651 images/s [03/12 15:47:58] ppdet.engine INFO: Epoch: [65] [540/610] learning_rate: 0.212860 loss_vfl: 1.044092 loss_bbox: 0.501558 loss_dfl: 0.410413 loss: 1.951252 eta: 1 day, 15:00:37 batch_cost: 0.9426 data_cost: 0.0013 ips: 50.9236 images/s [03/12 15:48:19] ppdet.engine INFO: Epoch: [65] [560/610] learning_rate: 0.212834 loss_vfl: 1.069889 loss_bbox: 0.526586 loss_dfl: 0.432888 loss: 2.037150 eta: 1 day, 15:00:15 batch_cost: 0.9515 data_cost: 0.0004 ips: 50.4490 images/s [03/12 15:48:41] ppdet.engine INFO: Epoch: [65] [580/610] learning_rate: 0.212808 loss_vfl: 1.061236 loss_bbox: 0.498635 loss_dfl: 0.412705 loss: 1.960765 eta: 1 day, 14:59:52 batch_cost: 0.9369 data_cost: 0.0004 ips: 51.2322 images/s [03/12 15:49:02] ppdet.engine INFO: Epoch: [65] [600/610] learning_rate: 0.212782 loss_vfl: 1.142735 loss_bbox: 0.539886 loss_dfl: 0.449564 loss: 2.127436 eta: 1 day, 14:59:26 batch_cost: 0.8890 data_cost: 0.0006 ips: 53.9949 images/s [03/12 15:49:24] ppdet.engine INFO: Epoch: [66] [ 0/610] learning_rate: 0.212769 loss_vfl: 1.051315 loss_bbox: 0.497898 loss_dfl: 0.413238 loss: 1.963286 eta: 1 day, 14:59:46 batch_cost: 1.3147 data_cost: 0.6006 ips: 36.5097 images/s [03/12 15:49:50] ppdet.engine INFO: Epoch: [66] [ 20/610] learning_rate: 0.212742 loss_vfl: 1.107220 loss_bbox: 0.517453 loss_dfl: 0.441798 loss: 2.095202 eta: 1 day, 14:59:34 batch_cost: 1.0837 data_cost: 0.0004 ips: 44.2913 images/s [03/12 15:50:12] ppdet.engine INFO: Epoch: [66] [ 40/610] learning_rate: 0.212716 loss_vfl: 1.095582 loss_bbox: 0.528609 loss_dfl: 0.428913 loss: 2.018019 eta: 1 day, 14:59:14 batch_cost: 0.9900 data_cost: 0.0004 ips: 48.4835 images/s [03/12 15:50:33] ppdet.engine INFO: Epoch: [66] [ 60/610] learning_rate: 0.212690 loss_vfl: 1.122463 loss_bbox: 0.580454 loss_dfl: 0.446835 loss: 2.178655 eta: 1 day, 14:58:51 batch_cost: 0.9356 data_cost: 0.0009 ips: 51.3035 images/s [03/12 15:50:54] ppdet.engine INFO: Epoch: [66] [ 80/610] learning_rate: 0.212664 loss_vfl: 1.081113 loss_bbox: 0.511638 loss_dfl: 0.434575 loss: 2.055370 eta: 1 day, 14:58:32 batch_cost: 0.9846 data_cost: 0.0004 ips: 48.7528 images/s [03/12 15:51:17] ppdet.engine INFO: Epoch: [66] [100/610] learning_rate: 0.212638 loss_vfl: 1.087799 loss_bbox: 0.534360 loss_dfl: 0.430050 loss: 2.043398 eta: 1 day, 14:58:13 batch_cost: 0.9989 data_cost: 0.0004 ips: 48.0549 images/s [03/12 15:51:39] ppdet.engine INFO: Epoch: [66] [120/610] learning_rate: 0.212611 loss_vfl: 1.177318 loss_bbox: 0.581781 loss_dfl: 0.457814 loss: 2.210706 eta: 1 day, 14:57:54 batch_cost: 0.9936 data_cost: 0.0004 ips: 48.3096 images/s [03/12 15:52:01] ppdet.engine INFO: Epoch: [66] [140/610] learning_rate: 0.212585 loss_vfl: 1.051418 loss_bbox: 0.502534 loss_dfl: 0.411921 loss: 1.979272 eta: 1 day, 14:57:35 batch_cost: 0.9971 data_cost: 0.0004 ips: 48.1386 images/s [03/12 15:52:24] ppdet.engine INFO: Epoch: [66] [160/610] learning_rate: 0.212559 loss_vfl: 1.009513 loss_bbox: 0.509926 loss_dfl: 0.403555 loss: 1.897940 eta: 1 day, 14:57:17 batch_cost: 0.9981 data_cost: 0.0004 ips: 48.0930 images/s [03/12 15:52:46] ppdet.engine INFO: Epoch: [66] [180/610] learning_rate: 0.212533 loss_vfl: 1.075056 loss_bbox: 0.517577 loss_dfl: 0.420445 loss: 2.054759 eta: 1 day, 14:56:57 batch_cost: 0.9791 data_cost: 0.0004 ips: 49.0234 images/s [03/12 15:53:07] ppdet.engine INFO: Epoch: [66] [200/610] learning_rate: 0.212506 loss_vfl: 1.117887 loss_bbox: 0.519336 loss_dfl: 0.432095 loss: 2.087067 eta: 1 day, 14:56:32 batch_cost: 0.9078 data_cost: 0.0019 ips: 52.8762 images/s [03/12 15:53:29] ppdet.engine INFO: Epoch: [66] [220/610] learning_rate: 0.212480 loss_vfl: 1.092735 loss_bbox: 0.521664 loss_dfl: 0.425617 loss: 2.009513 eta: 1 day, 14:56:13 batch_cost: 0.9922 data_cost: 0.0004 ips: 48.3778 images/s [03/12 15:53:52] ppdet.engine INFO: Epoch: [66] [240/610] learning_rate: 0.212454 loss_vfl: 1.093254 loss_bbox: 0.521941 loss_dfl: 0.426795 loss: 2.032803 eta: 1 day, 14:55:54 batch_cost: 0.9965 data_cost: 0.0004 ips: 48.1694 images/s [03/12 15:54:14] ppdet.engine INFO: Epoch: [66] [260/610] learning_rate: 0.212427 loss_vfl: 1.120009 loss_bbox: 0.535115 loss_dfl: 0.435106 loss: 2.047513 eta: 1 day, 14:55:36 batch_cost: 1.0072 data_cost: 0.0004 ips: 47.6558 images/s [03/12 15:54:36] ppdet.engine INFO: Epoch: [66] [280/610] learning_rate: 0.212401 loss_vfl: 1.015801 loss_bbox: 0.531490 loss_dfl: 0.425341 loss: 1.997989 eta: 1 day, 14:55:19 batch_cost: 1.0154 data_cost: 0.0004 ips: 47.2722 images/s [03/12 15:54:58] ppdet.engine INFO: Epoch: [66] [300/610] learning_rate: 0.212375 loss_vfl: 1.072275 loss_bbox: 0.517308 loss_dfl: 0.420881 loss: 2.043661 eta: 1 day, 14:54:58 batch_cost: 0.9705 data_cost: 0.0005 ips: 49.4612 images/s [03/12 15:55:20] ppdet.engine INFO: Epoch: [66] [320/610] learning_rate: 0.212348 loss_vfl: 1.091773 loss_bbox: 0.503761 loss_dfl: 0.419841 loss: 2.039430 eta: 1 day, 14:54:39 batch_cost: 0.9952 data_cost: 0.0004 ips: 48.2301 images/s [03/12 15:55:41] ppdet.engine INFO: Epoch: [66] [340/610] learning_rate: 0.212322 loss_vfl: 1.012593 loss_bbox: 0.509053 loss_dfl: 0.412252 loss: 1.927341 eta: 1 day, 14:54:18 batch_cost: 0.9623 data_cost: 0.0004 ips: 49.8790 images/s [03/12 15:56:02] ppdet.engine INFO: Epoch: [66] [360/610] learning_rate: 0.212296 loss_vfl: 1.106945 loss_bbox: 0.536322 loss_dfl: 0.442952 loss: 2.083174 eta: 1 day, 14:53:53 batch_cost: 0.9127 data_cost: 0.0004 ips: 52.5887 images/s [03/12 15:56:24] ppdet.engine INFO: Epoch: [66] [380/610] learning_rate: 0.212269 loss_vfl: 1.102993 loss_bbox: 0.544850 loss_dfl: 0.419190 loss: 2.035212 eta: 1 day, 14:53:34 batch_cost: 0.9855 data_cost: 0.0005 ips: 48.7074 images/s [03/12 15:56:47] ppdet.engine INFO: Epoch: [66] [400/610] learning_rate: 0.212243 loss_vfl: 1.105049 loss_bbox: 0.514185 loss_dfl: 0.426068 loss: 2.065356 eta: 1 day, 14:53:18 batch_cost: 1.0328 data_cost: 0.0004 ips: 46.4748 images/s [03/12 15:57:09] ppdet.engine INFO: Epoch: [66] [420/610] learning_rate: 0.212216 loss_vfl: 1.072444 loss_bbox: 0.513681 loss_dfl: 0.426656 loss: 2.024018 eta: 1 day, 14:53:01 batch_cost: 1.0311 data_cost: 0.0008 ips: 46.5511 images/s [03/12 15:57:31] ppdet.engine INFO: Epoch: [66] [440/610] learning_rate: 0.212190 loss_vfl: 1.049798 loss_bbox: 0.520401 loss_dfl: 0.425274 loss: 1.981126 eta: 1 day, 14:52:38 batch_cost: 0.9315 data_cost: 0.0004 ips: 51.5301 images/s [03/12 15:57:53] ppdet.engine INFO: Epoch: [66] [460/610] learning_rate: 0.212164 loss_vfl: 1.137710 loss_bbox: 0.535548 loss_dfl: 0.433366 loss: 2.124391 eta: 1 day, 14:52:21 batch_cost: 1.0197 data_cost: 0.0004 ips: 47.0716 images/s [03/12 15:58:16] ppdet.engine INFO: Epoch: [66] [480/610] learning_rate: 0.212137 loss_vfl: 1.119725 loss_bbox: 0.530371 loss_dfl: 0.440418 loss: 2.093032 eta: 1 day, 14:52:02 batch_cost: 0.9935 data_cost: 0.0004 ips: 48.3134 images/s [03/12 15:58:38] ppdet.engine INFO: Epoch: [66] [500/610] learning_rate: 0.212111 loss_vfl: 1.115028 loss_bbox: 0.519459 loss_dfl: 0.428115 loss: 2.063589 eta: 1 day, 14:51:42 batch_cost: 0.9844 data_cost: 0.0059 ips: 48.7596 images/s [03/12 15:58:59] ppdet.engine INFO: Epoch: [66] [520/610] learning_rate: 0.212084 loss_vfl: 1.152955 loss_bbox: 0.537801 loss_dfl: 0.439209 loss: 2.147399 eta: 1 day, 14:51:18 batch_cost: 0.9127 data_cost: 0.0004 ips: 52.5926 images/s [03/12 15:59:21] ppdet.engine INFO: Epoch: [66] [540/610] learning_rate: 0.212058 loss_vfl: 1.040831 loss_bbox: 0.501849 loss_dfl: 0.410734 loss: 1.942615 eta: 1 day, 14:50:57 batch_cost: 0.9754 data_cost: 0.0004 ips: 49.2127 images/s [03/12 15:59:43] ppdet.engine INFO: Epoch: [66] [560/610] learning_rate: 0.212031 loss_vfl: 1.030888 loss_bbox: 0.470098 loss_dfl: 0.391986 loss: 1.891905 eta: 1 day, 14:50:33 batch_cost: 0.9168 data_cost: 0.0004 ips: 52.3560 images/s [03/12 16:00:04] ppdet.engine INFO: Epoch: [66] [580/610] learning_rate: 0.212005 loss_vfl: 1.079681 loss_bbox: 0.508682 loss_dfl: 0.415349 loss: 1.990655 eta: 1 day, 14:50:11 batch_cost: 0.9512 data_cost: 0.0004 ips: 50.4611 images/s [03/12 16:00:26] ppdet.engine INFO: Epoch: [66] [600/610] learning_rate: 0.211978 loss_vfl: 1.104265 loss_bbox: 0.513575 loss_dfl: 0.420094 loss: 2.040378 eta: 1 day, 14:49:50 batch_cost: 0.9576 data_cost: 0.0006 ips: 50.1256 images/s [03/12 16:00:48] ppdet.engine INFO: Epoch: [67] [ 0/610] learning_rate: 0.211965 loss_vfl: 1.104265 loss_bbox: 0.492048 loss_dfl: 0.420094 loss: 2.040378 eta: 1 day, 14:50:07 batch_cost: 1.3059 data_cost: 0.5998 ips: 36.7560 images/s [03/12 16:01:12] ppdet.engine INFO: Epoch: [67] [ 20/610] learning_rate: 0.211939 loss_vfl: 1.013545 loss_bbox: 0.495572 loss_dfl: 0.412403 loss: 1.933656 eta: 1 day, 14:49:56 batch_cost: 1.1088 data_cost: 0.0004 ips: 43.2906 images/s [03/12 16:01:33] ppdet.engine INFO: Epoch: [67] [ 40/610] learning_rate: 0.211912 loss_vfl: 1.003160 loss_bbox: 0.465262 loss_dfl: 0.403653 loss: 1.923755 eta: 1 day, 14:49:34 batch_cost: 0.9473 data_cost: 0.0004 ips: 50.6726 images/s [03/12 16:01:54] ppdet.engine INFO: Epoch: [67] [ 60/610] learning_rate: 0.211886 loss_vfl: 1.049887 loss_bbox: 0.498952 loss_dfl: 0.405916 loss: 1.930085 eta: 1 day, 14:49:12 batch_cost: 0.9581 data_cost: 0.0004 ips: 50.1007 images/s [03/12 16:02:17] ppdet.engine INFO: Epoch: [67] [ 80/610] learning_rate: 0.211859 loss_vfl: 1.070372 loss_bbox: 0.541380 loss_dfl: 0.428818 loss: 2.026018 eta: 1 day, 14:48:56 batch_cost: 1.0282 data_cost: 0.0004 ips: 46.6839 images/s [03/12 16:02:40] ppdet.engine INFO: Epoch: [67] [100/610] learning_rate: 0.211832 loss_vfl: 1.073848 loss_bbox: 0.506240 loss_dfl: 0.431882 loss: 2.030779 eta: 1 day, 14:48:31 batch_cost: 0.9065 data_cost: 0.0004 ips: 52.9513 images/s [03/12 16:03:01] ppdet.engine INFO: Epoch: [67] [120/610] learning_rate: 0.211806 loss_vfl: 0.992413 loss_bbox: 0.509319 loss_dfl: 0.413050 loss: 1.913786 eta: 1 day, 14:48:06 batch_cost: 0.9105 data_cost: 0.0004 ips: 52.7192 images/s [03/12 16:03:22] ppdet.engine INFO: Epoch: [67] [140/610] learning_rate: 0.211779 loss_vfl: 1.117465 loss_bbox: 0.535375 loss_dfl: 0.436537 loss: 2.055937 eta: 1 day, 14:47:44 batch_cost: 0.9486 data_cost: 0.0004 ips: 50.6027 images/s [03/12 16:03:45] ppdet.engine INFO: Epoch: [67] [160/610] learning_rate: 0.211753 loss_vfl: 1.146190 loss_bbox: 0.544392 loss_dfl: 0.440592 loss: 2.130933 eta: 1 day, 14:47:27 batch_cost: 1.0257 data_cost: 0.0006 ips: 46.7982 images/s [03/12 16:04:07] ppdet.engine INFO: Epoch: [67] [180/610] learning_rate: 0.211726 loss_vfl: 1.026655 loss_bbox: 0.498547 loss_dfl: 0.427462 loss: 1.980996 eta: 1 day, 14:47:12 batch_cost: 1.0431 data_cost: 0.0004 ips: 46.0147 images/s [03/12 16:04:28] ppdet.engine INFO: Epoch: [67] [200/610] learning_rate: 0.211699 loss_vfl: 1.066580 loss_bbox: 0.488625 loss_dfl: 0.416163 loss: 1.949751 eta: 1 day, 14:46:52 batch_cost: 0.9894 data_cost: 0.0004 ips: 48.5138 images/s [03/12 16:04:50] ppdet.engine INFO: Epoch: [67] [220/610] learning_rate: 0.211673 loss_vfl: 1.060313 loss_bbox: 0.495851 loss_dfl: 0.416056 loss: 1.991977 eta: 1 day, 14:46:33 batch_cost: 0.9938 data_cost: 0.0010 ips: 48.2972 images/s [03/12 16:05:12] ppdet.engine INFO: Epoch: [67] [240/610] learning_rate: 0.211646 loss_vfl: 1.109651 loss_bbox: 0.552920 loss_dfl: 0.441513 loss: 2.119690 eta: 1 day, 14:46:12 batch_cost: 0.9608 data_cost: 0.0011 ips: 49.9570 images/s [03/12 16:05:35] ppdet.engine INFO: Epoch: [67] [260/610] learning_rate: 0.211620 loss_vfl: 1.123196 loss_bbox: 0.515032 loss_dfl: 0.435014 loss: 2.066210 eta: 1 day, 14:45:55 batch_cost: 1.0161 data_cost: 0.0004 ips: 47.2389 images/s [03/12 16:05:58] ppdet.engine INFO: Epoch: [67] [280/610] learning_rate: 0.211593 loss_vfl: 1.064692 loss_bbox: 0.493475 loss_dfl: 0.399501 loss: 1.933393 eta: 1 day, 14:45:33 batch_cost: 0.9613 data_cost: 0.0004 ips: 49.9335 images/s [03/12 16:06:20] ppdet.engine INFO: Epoch: [67] [300/610] learning_rate: 0.211566 loss_vfl: 1.057479 loss_bbox: 0.502810 loss_dfl: 0.419990 loss: 1.996101 eta: 1 day, 14:45:13 batch_cost: 0.9774 data_cost: 0.0004 ips: 49.1076 images/s [03/12 16:06:42] ppdet.engine INFO: Epoch: [67] [320/610] learning_rate: 0.211540 loss_vfl: 1.059978 loss_bbox: 0.521690 loss_dfl: 0.425304 loss: 2.012397 eta: 1 day, 14:44:55 batch_cost: 0.9996 data_cost: 0.0004 ips: 48.0180 images/s [03/12 16:07:05] ppdet.engine INFO: Epoch: [67] [340/610] learning_rate: 0.211513 loss_vfl: 1.145750 loss_bbox: 0.539692 loss_dfl: 0.440646 loss: 2.149285 eta: 1 day, 14:44:35 batch_cost: 0.9769 data_cost: 0.0004 ips: 49.1338 images/s [03/12 16:07:28] ppdet.engine INFO: Epoch: [67] [360/610] learning_rate: 0.211486 loss_vfl: 1.095464 loss_bbox: 0.537863 loss_dfl: 0.440822 loss: 2.051233 eta: 1 day, 14:44:22 batch_cost: 1.0798 data_cost: 0.0010 ips: 44.4538 images/s [03/12 16:07:51] ppdet.engine INFO: Epoch: [67] [380/610] learning_rate: 0.211459 loss_vfl: 1.095592 loss_bbox: 0.518344 loss_dfl: 0.425266 loss: 2.025753 eta: 1 day, 14:44:03 batch_cost: 1.0051 data_cost: 0.0004 ips: 47.7566 images/s [03/12 16:08:11] ppdet.engine INFO: Epoch: [67] [400/610] learning_rate: 0.211433 loss_vfl: 1.116784 loss_bbox: 0.520658 loss_dfl: 0.438504 loss: 2.062577 eta: 1 day, 14:43:38 batch_cost: 0.9079 data_cost: 0.0004 ips: 52.8716 images/s [03/12 16:08:33] ppdet.engine INFO: Epoch: [67] [420/610] learning_rate: 0.211406 loss_vfl: 1.121819 loss_bbox: 0.521010 loss_dfl: 0.424308 loss: 2.053047 eta: 1 day, 14:43:21 batch_cost: 1.0177 data_cost: 0.0004 ips: 47.1653 images/s [03/12 16:08:55] ppdet.engine INFO: Epoch: [67] [440/610] learning_rate: 0.211379 loss_vfl: 1.092142 loss_bbox: 0.531166 loss_dfl: 0.437206 loss: 2.088509 eta: 1 day, 14:42:58 batch_cost: 0.9379 data_cost: 0.0004 ips: 51.1757 images/s [03/12 16:09:17] ppdet.engine INFO: Epoch: [67] [460/610] learning_rate: 0.211352 loss_vfl: 1.127112 loss_bbox: 0.511745 loss_dfl: 0.428440 loss: 2.077086 eta: 1 day, 14:42:40 batch_cost: 1.0046 data_cost: 0.0010 ips: 47.7824 images/s [03/12 16:09:39] ppdet.engine INFO: Epoch: [67] [480/610] learning_rate: 0.211326 loss_vfl: 1.185324 loss_bbox: 0.567824 loss_dfl: 0.460395 loss: 2.237173 eta: 1 day, 14:42:22 batch_cost: 1.0049 data_cost: 0.0011 ips: 47.7655 images/s [03/12 16:10:02] ppdet.engine INFO: Epoch: [67] [500/610] learning_rate: 0.211299 loss_vfl: 1.084469 loss_bbox: 0.505120 loss_dfl: 0.419275 loss: 2.013299 eta: 1 day, 14:42:02 batch_cost: 0.9787 data_cost: 0.0004 ips: 49.0446 images/s [03/12 16:10:24] ppdet.engine INFO: Epoch: [67] [520/610] learning_rate: 0.211272 loss_vfl: 1.129164 loss_bbox: 0.514863 loss_dfl: 0.430237 loss: 2.076733 eta: 1 day, 14:41:46 batch_cost: 1.0359 data_cost: 0.0004 ips: 46.3383 images/s [03/12 16:10:46] ppdet.engine INFO: Epoch: [67] [540/610] learning_rate: 0.211245 loss_vfl: 1.064167 loss_bbox: 0.517516 loss_dfl: 0.415734 loss: 1.995858 eta: 1 day, 14:41:26 batch_cost: 0.9849 data_cost: 0.0004 ips: 48.7355 images/s [03/12 16:11:08] ppdet.engine INFO: Epoch: [67] [560/610] learning_rate: 0.211219 loss_vfl: 1.095386 loss_bbox: 0.511787 loss_dfl: 0.420287 loss: 2.009384 eta: 1 day, 14:41:04 batch_cost: 0.9528 data_cost: 0.0004 ips: 50.3763 images/s [03/12 16:11:31] ppdet.engine INFO: Epoch: [67] [580/610] learning_rate: 0.211192 loss_vfl: 1.080157 loss_bbox: 0.504343 loss_dfl: 0.420253 loss: 2.008222 eta: 1 day, 14:40:47 batch_cost: 1.0178 data_cost: 0.0004 ips: 47.1605 images/s [03/12 16:11:52] ppdet.engine INFO: Epoch: [67] [600/610] learning_rate: 0.211165 loss_vfl: 1.092017 loss_bbox: 0.504826 loss_dfl: 0.430521 loss: 2.017414 eta: 1 day, 14:40:26 batch_cost: 0.9576 data_cost: 0.0005 ips: 50.1228 images/s [03/12 16:12:15] ppdet.engine INFO: Epoch: [68] [ 0/610] learning_rate: 0.211151 loss_vfl: 1.062114 loss_bbox: 0.507922 loss_dfl: 0.429703 loss: 2.020236 eta: 1 day, 14:40:45 batch_cost: 1.4102 data_cost: 0.3701 ips: 34.0389 images/s [03/12 16:12:39] ppdet.engine INFO: Epoch: [68] [ 20/610] learning_rate: 0.211125 loss_vfl: 1.101790 loss_bbox: 0.499905 loss_dfl: 0.434808 loss: 2.048193 eta: 1 day, 14:40:32 batch_cost: 1.0858 data_cost: 0.0008 ips: 44.2063 images/s [03/12 16:13:01] ppdet.engine INFO: Epoch: [68] [ 40/610] learning_rate: 0.211098 loss_vfl: 1.056404 loss_bbox: 0.513991 loss_dfl: 0.422610 loss: 2.026358 eta: 1 day, 14:40:13 batch_cost: 0.9816 data_cost: 0.0005 ips: 48.9010 images/s [03/12 16:13:23] ppdet.engine INFO: Epoch: [68] [ 60/610] learning_rate: 0.211071 loss_vfl: 1.079659 loss_bbox: 0.506759 loss_dfl: 0.430746 loss: 2.027054 eta: 1 day, 14:39:53 batch_cost: 0.9796 data_cost: 0.0004 ips: 48.9974 images/s [03/12 16:13:47] ppdet.engine INFO: Epoch: [68] [ 80/610] learning_rate: 0.211044 loss_vfl: 1.067966 loss_bbox: 0.516748 loss_dfl: 0.428889 loss: 2.030570 eta: 1 day, 14:39:35 batch_cost: 1.0133 data_cost: 0.0004 ips: 47.3702 images/s [03/12 16:14:08] ppdet.engine INFO: Epoch: [68] [100/610] learning_rate: 0.211017 loss_vfl: 1.039166 loss_bbox: 0.494710 loss_dfl: 0.417031 loss: 1.980732 eta: 1 day, 14:39:05 batch_cost: 0.8326 data_cost: 0.0004 ips: 57.6538 images/s [03/12 16:14:30] ppdet.engine INFO: Epoch: [68] [120/610] learning_rate: 0.210990 loss_vfl: 1.040918 loss_bbox: 0.533791 loss_dfl: 0.422953 loss: 1.998158 eta: 1 day, 14:38:45 batch_cost: 0.9800 data_cost: 0.0004 ips: 48.9808 images/s [03/12 16:14:51] ppdet.engine INFO: Epoch: [68] [140/610] learning_rate: 0.210963 loss_vfl: 1.064081 loss_bbox: 0.495551 loss_dfl: 0.426883 loss: 1.967352 eta: 1 day, 14:38:22 batch_cost: 0.9374 data_cost: 0.0004 ips: 51.2041 images/s [03/12 16:15:15] ppdet.engine INFO: Epoch: [68] [160/610] learning_rate: 0.210936 loss_vfl: 1.031857 loss_bbox: 0.483802 loss_dfl: 0.408241 loss: 1.912344 eta: 1 day, 14:38:06 batch_cost: 1.0411 data_cost: 0.0004 ips: 46.1034 images/s [03/12 16:15:36] ppdet.engine INFO: Epoch: [68] [180/610] learning_rate: 0.210909 loss_vfl: 1.050400 loss_bbox: 0.534348 loss_dfl: 0.430536 loss: 2.021451 eta: 1 day, 14:37:44 batch_cost: 0.9436 data_cost: 0.0011 ips: 50.8671 images/s [03/12 16:15:56] ppdet.engine INFO: Epoch: [68] [200/610] learning_rate: 0.210883 loss_vfl: 1.060209 loss_bbox: 0.525583 loss_dfl: 0.416629 loss: 1.987031 eta: 1 day, 14:37:19 batch_cost: 0.9083 data_cost: 0.0004 ips: 52.8441 images/s [03/12 16:16:20] ppdet.engine INFO: Epoch: [68] [220/610] learning_rate: 0.210856 loss_vfl: 1.105570 loss_bbox: 0.520366 loss_dfl: 0.418282 loss: 2.023346 eta: 1 day, 14:37:07 batch_cost: 1.0927 data_cost: 0.0004 ips: 43.9281 images/s [03/12 16:16:42] ppdet.engine INFO: Epoch: [68] [240/610] learning_rate: 0.210829 loss_vfl: 1.084403 loss_bbox: 0.517165 loss_dfl: 0.418387 loss: 2.043274 eta: 1 day, 14:36:49 batch_cost: 1.0058 data_cost: 0.0004 ips: 47.7214 images/s [03/12 16:17:04] ppdet.engine INFO: Epoch: [68] [260/610] learning_rate: 0.210802 loss_vfl: 1.059599 loss_bbox: 0.505083 loss_dfl: 0.424613 loss: 2.000963 eta: 1 day, 14:36:30 batch_cost: 1.0028 data_cost: 0.0004 ips: 47.8683 images/s [03/12 16:17:25] ppdet.engine INFO: Epoch: [68] [280/610] learning_rate: 0.210775 loss_vfl: 1.085213 loss_bbox: 0.514564 loss_dfl: 0.416918 loss: 2.011615 eta: 1 day, 14:36:11 batch_cost: 0.9913 data_cost: 0.0004 ips: 48.4225 images/s [03/12 16:17:46] ppdet.engine INFO: Epoch: [68] [300/610] learning_rate: 0.210748 loss_vfl: 1.135752 loss_bbox: 0.550280 loss_dfl: 0.439547 loss: 2.093152 eta: 1 day, 14:35:49 batch_cost: 0.9424 data_cost: 0.0004 ips: 50.9351 images/s [03/12 16:18:08] ppdet.engine INFO: Epoch: [68] [320/610] learning_rate: 0.210721 loss_vfl: 1.125198 loss_bbox: 0.540383 loss_dfl: 0.443555 loss: 2.119750 eta: 1 day, 14:35:23 batch_cost: 0.8916 data_cost: 0.0004 ips: 53.8371 images/s [03/12 16:18:31] ppdet.engine INFO: Epoch: [68] [340/610] learning_rate: 0.210694 loss_vfl: 1.114337 loss_bbox: 0.516552 loss_dfl: 0.418892 loss: 2.061418 eta: 1 day, 14:35:05 batch_cost: 1.0195 data_cost: 0.0004 ips: 47.0832 images/s [03/12 16:18:52] ppdet.engine INFO: Epoch: [68] [360/610] learning_rate: 0.210667 loss_vfl: 1.053880 loss_bbox: 0.504155 loss_dfl: 0.415368 loss: 1.966997 eta: 1 day, 14:34:45 batch_cost: 0.9732 data_cost: 0.0004 ips: 49.3238 images/s [03/12 16:19:14] ppdet.engine INFO: Epoch: [68] [380/610] learning_rate: 0.210640 loss_vfl: 1.051306 loss_bbox: 0.511027 loss_dfl: 0.422232 loss: 2.002692 eta: 1 day, 14:34:25 batch_cost: 0.9836 data_cost: 0.0017 ips: 48.8004 images/s [03/12 16:19:36] ppdet.engine INFO: Epoch: [68] [400/610] learning_rate: 0.210613 loss_vfl: 1.078309 loss_bbox: 0.522718 loss_dfl: 0.425116 loss: 2.025130 eta: 1 day, 14:34:05 batch_cost: 0.9735 data_cost: 0.0004 ips: 49.3051 images/s [03/12 16:19:58] ppdet.engine INFO: Epoch: [68] [420/610] learning_rate: 0.210585 loss_vfl: 1.079635 loss_bbox: 0.518925 loss_dfl: 0.420131 loss: 2.019503 eta: 1 day, 14:33:45 batch_cost: 0.9773 data_cost: 0.0004 ips: 49.1147 images/s [03/12 16:20:21] ppdet.engine INFO: Epoch: [68] [440/610] learning_rate: 0.210558 loss_vfl: 1.191995 loss_bbox: 0.575897 loss_dfl: 0.464970 loss: 2.235267 eta: 1 day, 14:33:29 batch_cost: 1.0486 data_cost: 0.0006 ips: 45.7739 images/s [03/12 16:20:43] ppdet.engine INFO: Epoch: [68] [460/610] learning_rate: 0.210531 loss_vfl: 1.064548 loss_bbox: 0.522317 loss_dfl: 0.421606 loss: 2.017806 eta: 1 day, 14:33:11 batch_cost: 1.0084 data_cost: 0.0004 ips: 47.5993 images/s [03/12 16:21:04] ppdet.engine INFO: Epoch: [68] [480/610] learning_rate: 0.210504 loss_vfl: 1.121906 loss_bbox: 0.523902 loss_dfl: 0.427963 loss: 2.068733 eta: 1 day, 14:32:51 batch_cost: 0.9669 data_cost: 0.0004 ips: 49.6444 images/s [03/12 16:21:27] ppdet.engine INFO: Epoch: [68] [500/610] learning_rate: 0.210477 loss_vfl: 1.140864 loss_bbox: 0.549373 loss_dfl: 0.447279 loss: 2.148557 eta: 1 day, 14:32:34 batch_cost: 1.0248 data_cost: 0.0004 ips: 46.8372 images/s [03/12 16:21:49] ppdet.engine INFO: Epoch: [68] [520/610] learning_rate: 0.210450 loss_vfl: 1.107102 loss_bbox: 0.541681 loss_dfl: 0.445076 loss: 2.095324 eta: 1 day, 14:32:15 batch_cost: 0.9953 data_cost: 0.0010 ips: 48.2288 images/s [03/12 16:22:12] ppdet.engine INFO: Epoch: [68] [540/610] learning_rate: 0.210423 loss_vfl: 1.065422 loss_bbox: 0.516984 loss_dfl: 0.427224 loss: 2.038790 eta: 1 day, 14:31:54 batch_cost: 0.9624 data_cost: 0.0004 ips: 49.8746 images/s [03/12 16:22:34] ppdet.engine INFO: Epoch: [68] [560/610] learning_rate: 0.210396 loss_vfl: 1.093401 loss_bbox: 0.519189 loss_dfl: 0.423428 loss: 2.046626 eta: 1 day, 14:31:36 batch_cost: 1.0173 data_cost: 0.0008 ips: 47.1857 images/s [03/12 16:22:57] ppdet.engine INFO: Epoch: [68] [580/610] learning_rate: 0.210369 loss_vfl: 1.089987 loss_bbox: 0.503325 loss_dfl: 0.420451 loss: 2.013184 eta: 1 day, 14:31:18 batch_cost: 1.0077 data_cost: 0.0008 ips: 47.6338 images/s [03/12 16:23:17] ppdet.engine INFO: Epoch: [68] [600/610] learning_rate: 0.210341 loss_vfl: 1.038743 loss_bbox: 0.486657 loss_dfl: 0.405547 loss: 1.944352 eta: 1 day, 14:30:51 batch_cost: 0.8780 data_cost: 0.0005 ips: 54.6714 images/s [03/12 16:23:38] ppdet.engine INFO: Epoch: [69] [ 0/610] learning_rate: 0.210328 loss_vfl: 1.085149 loss_bbox: 0.516601 loss_dfl: 0.422659 loss: 1.999084 eta: 1 day, 14:31:07 batch_cost: 1.3242 data_cost: 0.5878 ips: 36.2475 images/s [03/12 16:24:05] ppdet.engine INFO: Epoch: [69] [ 20/610] learning_rate: 0.210301 loss_vfl: 1.087817 loss_bbox: 0.525090 loss_dfl: 0.425633 loss: 2.059668 eta: 1 day, 14:31:01 batch_cost: 1.1964 data_cost: 0.0009 ips: 40.1199 images/s [03/12 16:24:27] ppdet.engine INFO: Epoch: [69] [ 40/610] learning_rate: 0.210273 loss_vfl: 1.070709 loss_bbox: 0.521975 loss_dfl: 0.433416 loss: 2.040255 eta: 1 day, 14:30:43 batch_cost: 1.0039 data_cost: 0.0004 ips: 47.8126 images/s [03/12 16:24:49] ppdet.engine INFO: Epoch: [69] [ 60/610] learning_rate: 0.210246 loss_vfl: 1.063677 loss_bbox: 0.522460 loss_dfl: 0.415009 loss: 2.014336 eta: 1 day, 14:30:21 batch_cost: 0.9432 data_cost: 0.0004 ips: 50.8925 images/s [03/12 16:25:10] ppdet.engine INFO: Epoch: [69] [ 80/610] learning_rate: 0.210219 loss_vfl: 1.081920 loss_bbox: 0.514692 loss_dfl: 0.414880 loss: 2.005644 eta: 1 day, 14:29:59 batch_cost: 0.9567 data_cost: 0.0004 ips: 50.1704 images/s [03/12 16:25:32] ppdet.engine INFO: Epoch: [69] [100/610] learning_rate: 0.210192 loss_vfl: 1.042726 loss_bbox: 0.500653 loss_dfl: 0.408157 loss: 1.963239 eta: 1 day, 14:29:39 batch_cost: 0.9781 data_cost: 0.0013 ips: 49.0739 images/s [03/12 16:25:54] ppdet.engine INFO: Epoch: [69] [120/610] learning_rate: 0.210165 loss_vfl: 1.087094 loss_bbox: 0.512806 loss_dfl: 0.424285 loss: 2.012932 eta: 1 day, 14:29:17 batch_cost: 0.9565 data_cost: 0.0004 ips: 50.1828 images/s [03/12 16:26:15] ppdet.engine INFO: Epoch: [69] [140/610] learning_rate: 0.210137 loss_vfl: 1.032604 loss_bbox: 0.494783 loss_dfl: 0.408611 loss: 1.923553 eta: 1 day, 14:28:56 batch_cost: 0.9619 data_cost: 0.0004 ips: 49.8992 images/s [03/12 16:26:38] ppdet.engine INFO: Epoch: [69] [160/610] learning_rate: 0.210110 loss_vfl: 1.030423 loss_bbox: 0.488150 loss_dfl: 0.408127 loss: 1.937338 eta: 1 day, 14:28:37 batch_cost: 0.9982 data_cost: 0.0072 ips: 48.0883 images/s [03/12 16:27:00] ppdet.engine INFO: Epoch: [69] [180/610] learning_rate: 0.210083 loss_vfl: 1.085430 loss_bbox: 0.533459 loss_dfl: 0.443625 loss: 2.069440 eta: 1 day, 14:28:19 batch_cost: 1.0028 data_cost: 0.0004 ips: 47.8652 images/s [03/12 16:27:22] ppdet.engine INFO: Epoch: [69] [200/610] learning_rate: 0.210056 loss_vfl: 1.106292 loss_bbox: 0.538276 loss_dfl: 0.433698 loss: 2.094059 eta: 1 day, 14:28:01 batch_cost: 1.0068 data_cost: 0.0004 ips: 47.6749 images/s [03/12 16:27:45] ppdet.engine INFO: Epoch: [69] [220/610] learning_rate: 0.210028 loss_vfl: 1.011035 loss_bbox: 0.486724 loss_dfl: 0.409743 loss: 1.916793 eta: 1 day, 14:27:43 batch_cost: 1.0143 data_cost: 0.0004 ips: 47.3239 images/s [03/12 16:28:07] ppdet.engine INFO: Epoch: [69] [240/610] learning_rate: 0.210001 loss_vfl: 0.979208 loss_bbox: 0.441136 loss_dfl: 0.371119 loss: 1.813922 eta: 1 day, 14:27:27 batch_cost: 1.0383 data_cost: 0.0004 ips: 46.2273 images/s [03/12 16:28:29] ppdet.engine INFO: Epoch: [69] [260/610] learning_rate: 0.209974 loss_vfl: 1.100512 loss_bbox: 0.524754 loss_dfl: 0.439052 loss: 2.058336 eta: 1 day, 14:27:09 batch_cost: 1.0077 data_cost: 0.0004 ips: 47.6329 images/s [03/12 16:28:51] ppdet.engine INFO: Epoch: [69] [280/610] learning_rate: 0.209946 loss_vfl: 1.062033 loss_bbox: 0.540557 loss_dfl: 0.442236 loss: 2.030148 eta: 1 day, 14:26:49 batch_cost: 0.9869 data_cost: 0.0009 ips: 48.6381 images/s [03/12 16:29:14] ppdet.engine INFO: Epoch: [69] [300/610] learning_rate: 0.209919 loss_vfl: 1.093865 loss_bbox: 0.530544 loss_dfl: 0.436367 loss: 2.036197 eta: 1 day, 14:26:28 batch_cost: 0.9533 data_cost: 0.0004 ips: 50.3498 images/s [03/12 16:29:36] ppdet.engine INFO: Epoch: [69] [320/610] learning_rate: 0.209892 loss_vfl: 1.095100 loss_bbox: 0.547205 loss_dfl: 0.444432 loss: 2.092785 eta: 1 day, 14:26:08 batch_cost: 0.9840 data_cost: 0.0010 ips: 48.7817 images/s [03/12 16:29:58] ppdet.engine INFO: Epoch: [69] [340/610] learning_rate: 0.209864 loss_vfl: 1.086525 loss_bbox: 0.516014 loss_dfl: 0.421387 loss: 2.034326 eta: 1 day, 14:25:47 batch_cost: 0.9684 data_cost: 0.0004 ips: 49.5661 images/s [03/12 16:30:20] ppdet.engine INFO: Epoch: [69] [360/610] learning_rate: 0.209837 loss_vfl: 1.081627 loss_bbox: 0.541322 loss_dfl: 0.438581 loss: 2.062594 eta: 1 day, 14:25:26 batch_cost: 0.9525 data_cost: 0.0004 ips: 50.3934 images/s [03/12 16:30:44] ppdet.engine INFO: Epoch: [69] [380/610] learning_rate: 0.209810 loss_vfl: 1.007759 loss_bbox: 0.479064 loss_dfl: 0.391404 loss: 1.857016 eta: 1 day, 14:25:12 batch_cost: 1.0756 data_cost: 0.0004 ips: 44.6275 images/s [03/12 16:31:06] ppdet.engine INFO: Epoch: [69] [400/610] learning_rate: 0.209782 loss_vfl: 1.048579 loss_bbox: 0.488949 loss_dfl: 0.416821 loss: 1.954349 eta: 1 day, 14:24:52 batch_cost: 0.9769 data_cost: 0.0005 ips: 49.1342 images/s [03/12 16:31:28] ppdet.engine INFO: Epoch: [69] [420/610] learning_rate: 0.209755 loss_vfl: 1.049725 loss_bbox: 0.503568 loss_dfl: 0.419093 loss: 1.955086 eta: 1 day, 14:24:33 batch_cost: 0.9962 data_cost: 0.0004 ips: 48.1842 images/s [03/12 16:31:49] ppdet.engine INFO: Epoch: [69] [440/610] learning_rate: 0.209728 loss_vfl: 1.103663 loss_bbox: 0.538194 loss_dfl: 0.435467 loss: 2.064721 eta: 1 day, 14:24:08 batch_cost: 0.9097 data_cost: 0.0006 ips: 52.7636 images/s [03/12 16:32:11] ppdet.engine INFO: Epoch: [69] [460/610] learning_rate: 0.209700 loss_vfl: 1.098878 loss_bbox: 0.544262 loss_dfl: 0.435690 loss: 2.081552 eta: 1 day, 14:23:45 batch_cost: 0.9349 data_cost: 0.0004 ips: 51.3443 images/s [03/12 16:32:32] ppdet.engine INFO: Epoch: [69] [480/610] learning_rate: 0.209673 loss_vfl: 1.184937 loss_bbox: 0.557496 loss_dfl: 0.460729 loss: 2.201095 eta: 1 day, 14:23:23 batch_cost: 0.9389 data_cost: 0.0004 ips: 51.1225 images/s [03/12 16:32:54] ppdet.engine INFO: Epoch: [69] [500/610] learning_rate: 0.209645 loss_vfl: 1.071563 loss_bbox: 0.531324 loss_dfl: 0.439634 loss: 2.049867 eta: 1 day, 14:23:03 batch_cost: 0.9884 data_cost: 0.0004 ips: 48.5629 images/s [03/12 16:33:16] ppdet.engine INFO: Epoch: [69] [520/610] learning_rate: 0.209618 loss_vfl: 1.025869 loss_bbox: 0.494088 loss_dfl: 0.408928 loss: 1.915486 eta: 1 day, 14:22:42 batch_cost: 0.9641 data_cost: 0.0005 ips: 49.7858 images/s [03/12 16:33:37] ppdet.engine INFO: Epoch: [69] [540/610] learning_rate: 0.209590 loss_vfl: 1.079629 loss_bbox: 0.508236 loss_dfl: 0.420193 loss: 2.024735 eta: 1 day, 14:22:18 batch_cost: 0.9118 data_cost: 0.0004 ips: 52.6448 images/s [03/12 16:33:59] ppdet.engine INFO: Epoch: [69] [560/610] learning_rate: 0.209563 loss_vfl: 1.108878 loss_bbox: 0.511248 loss_dfl: 0.433522 loss: 2.087728 eta: 1 day, 14:21:56 batch_cost: 0.9471 data_cost: 0.0004 ips: 50.6816 images/s [03/12 16:34:22] ppdet.engine INFO: Epoch: [69] [580/610] learning_rate: 0.209535 loss_vfl: 1.087859 loss_bbox: 0.528083 loss_dfl: 0.442105 loss: 2.056346 eta: 1 day, 14:21:38 batch_cost: 1.0177 data_cost: 0.0010 ips: 47.1644 images/s [03/12 16:34:44] ppdet.engine INFO: Epoch: [69] [600/610] learning_rate: 0.209508 loss_vfl: 1.156917 loss_bbox: 0.563855 loss_dfl: 0.454429 loss: 2.175264 eta: 1 day, 14:21:15 batch_cost: 0.9349 data_cost: 0.0005 ips: 51.3445 images/s [03/12 16:34:52] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 16:34:52] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 16:34:53] ppdet.engine INFO: Eval iter: 0 [03/12 16:35:16] ppdet.engine INFO: Eval iter: 100 [03/12 16:35:26] ppdet.engine INFO: Eval iter: 200 [03/12 16:35:36] ppdet.engine INFO: Eval iter: 300 [03/12 16:35:46] ppdet.engine INFO: Eval iter: 400 [03/12 16:35:56] ppdet.engine INFO: Eval iter: 500 [03/12 16:36:06] ppdet.engine INFO: Eval iter: 600 [03/12 16:36:20] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.59s) creating index... index created! [03/12 16:36:21] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.17s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=71.07s). Accumulating evaluation results... DONE (t=12.03s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.334 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.358 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.135 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.363 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.536 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.291 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.460 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.490 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.216 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.556 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.730 [03/12 16:37:51] ppdet.engine INFO: Total sample number: 4952, averge FPS: 63.98771033349354 [03/12 16:37:51] ppdet.engine INFO: Best test bbox ap is 0.334. [03/12 16:37:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 16:37:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 16:37:52] ppdet.engine INFO: Epoch: [70] [ 0/610] learning_rate: 0.209494 loss_vfl: 1.125457 loss_bbox: 0.516983 loss_dfl: 0.431661 loss: 2.045771 eta: 1 day, 14:20:48 batch_cost: 0.6742 data_cost: 0.0004 ips: 71.1976 images/s [03/12 16:38:16] ppdet.engine INFO: Epoch: [70] [ 20/610] learning_rate: 0.209467 loss_vfl: 1.125533 loss_bbox: 0.541742 loss_dfl: 0.447280 loss: 2.111628 eta: 1 day, 14:20:33 batch_cost: 1.0568 data_cost: 0.0004 ips: 45.4194 images/s [03/12 16:38:38] ppdet.engine INFO: Epoch: [70] [ 40/610] learning_rate: 0.209439 loss_vfl: 1.121921 loss_bbox: 0.532820 loss_dfl: 0.434468 loss: 2.058152 eta: 1 day, 14:20:10 batch_cost: 0.9454 data_cost: 0.0004 ips: 50.7724 images/s [03/12 16:38:59] ppdet.engine INFO: Epoch: [70] [ 60/610] learning_rate: 0.209412 loss_vfl: 1.000269 loss_bbox: 0.483697 loss_dfl: 0.386721 loss: 1.842958 eta: 1 day, 14:19:49 batch_cost: 0.9575 data_cost: 0.0004 ips: 50.1286 images/s [03/12 16:39:21] ppdet.engine INFO: Epoch: [70] [ 80/610] learning_rate: 0.209384 loss_vfl: 1.124120 loss_bbox: 0.541415 loss_dfl: 0.440084 loss: 2.074164 eta: 1 day, 14:19:26 batch_cost: 0.9379 data_cost: 0.0014 ips: 51.1786 images/s [03/12 16:39:43] ppdet.engine INFO: Epoch: [70] [100/610] learning_rate: 0.209357 loss_vfl: 1.100734 loss_bbox: 0.526166 loss_dfl: 0.438479 loss: 2.082847 eta: 1 day, 14:19:06 batch_cost: 0.9686 data_cost: 0.0004 ips: 49.5559 images/s [03/12 16:40:06] ppdet.engine INFO: Epoch: [70] [120/610] learning_rate: 0.209329 loss_vfl: 1.106158 loss_bbox: 0.495637 loss_dfl: 0.411369 loss: 1.998638 eta: 1 day, 14:18:46 batch_cost: 0.9851 data_cost: 0.0004 ips: 48.7243 images/s [03/12 16:40:29] ppdet.engine INFO: Epoch: [70] [140/610] learning_rate: 0.209302 loss_vfl: 1.120268 loss_bbox: 0.543839 loss_dfl: 0.447763 loss: 2.106121 eta: 1 day, 14:18:28 batch_cost: 1.0010 data_cost: 0.0009 ips: 47.9539 images/s [03/12 16:40:50] ppdet.engine INFO: Epoch: [70] [160/610] learning_rate: 0.209274 loss_vfl: 1.095385 loss_bbox: 0.521045 loss_dfl: 0.412703 loss: 2.028824 eta: 1 day, 14:18:05 batch_cost: 0.9441 data_cost: 0.0004 ips: 50.8418 images/s [03/12 16:41:12] ppdet.engine INFO: Epoch: [70] [180/610] learning_rate: 0.209246 loss_vfl: 1.088563 loss_bbox: 0.536375 loss_dfl: 0.429358 loss: 2.050377 eta: 1 day, 14:17:48 batch_cost: 1.0193 data_cost: 0.0010 ips: 47.0907 images/s [03/12 16:41:34] ppdet.engine INFO: Epoch: [70] [200/610] learning_rate: 0.209219 loss_vfl: 1.119914 loss_bbox: 0.537571 loss_dfl: 0.430242 loss: 2.088343 eta: 1 day, 14:17:21 batch_cost: 0.8780 data_cost: 0.0005 ips: 54.6719 images/s [03/12 16:41:56] ppdet.engine INFO: Epoch: [70] [220/610] learning_rate: 0.209191 loss_vfl: 1.126221 loss_bbox: 0.568764 loss_dfl: 0.445336 loss: 2.155669 eta: 1 day, 14:17:00 batch_cost: 0.9620 data_cost: 0.0005 ips: 49.8954 images/s [03/12 16:42:19] ppdet.engine INFO: Epoch: [70] [240/610] learning_rate: 0.209164 loss_vfl: 1.072050 loss_bbox: 0.523565 loss_dfl: 0.435896 loss: 2.044611 eta: 1 day, 14:16:42 batch_cost: 1.0105 data_cost: 0.0004 ips: 47.5012 images/s [03/12 16:42:41] ppdet.engine INFO: Epoch: [70] [260/610] learning_rate: 0.209136 loss_vfl: 1.097013 loss_bbox: 0.517480 loss_dfl: 0.427702 loss: 2.003354 eta: 1 day, 14:16:24 batch_cost: 1.0056 data_cost: 0.0004 ips: 47.7343 images/s [03/12 16:43:02] ppdet.engine INFO: Epoch: [70] [280/610] learning_rate: 0.209108 loss_vfl: 1.107301 loss_bbox: 0.513612 loss_dfl: 0.433760 loss: 2.039367 eta: 1 day, 14:16:06 batch_cost: 1.0033 data_cost: 0.0004 ips: 47.8440 images/s [03/12 16:43:25] ppdet.engine INFO: Epoch: [70] [300/610] learning_rate: 0.209081 loss_vfl: 1.120031 loss_bbox: 0.537746 loss_dfl: 0.440105 loss: 2.106154 eta: 1 day, 14:15:48 batch_cost: 1.0152 data_cost: 0.0004 ips: 47.2827 images/s [03/12 16:43:47] ppdet.engine INFO: Epoch: [70] [320/610] learning_rate: 0.209053 loss_vfl: 1.088952 loss_bbox: 0.530916 loss_dfl: 0.425534 loss: 2.046819 eta: 1 day, 14:15:30 batch_cost: 1.0105 data_cost: 0.0004 ips: 47.5010 images/s [03/12 16:44:09] ppdet.engine INFO: Epoch: [70] [340/610] learning_rate: 0.209025 loss_vfl: 1.049351 loss_bbox: 0.506838 loss_dfl: 0.417814 loss: 1.966959 eta: 1 day, 14:15:06 batch_cost: 0.9254 data_cost: 0.0005 ips: 51.8676 images/s [03/12 16:44:32] ppdet.engine INFO: Epoch: [70] [360/610] learning_rate: 0.208998 loss_vfl: 1.098925 loss_bbox: 0.498737 loss_dfl: 0.406978 loss: 1.970930 eta: 1 day, 14:14:42 batch_cost: 0.9133 data_cost: 0.0004 ips: 52.5540 images/s [03/12 16:44:52] ppdet.engine INFO: Epoch: [70] [380/610] learning_rate: 0.208970 loss_vfl: 1.057770 loss_bbox: 0.495051 loss_dfl: 0.403860 loss: 1.920247 eta: 1 day, 14:14:19 batch_cost: 0.9361 data_cost: 0.0004 ips: 51.2773 images/s [03/12 16:45:15] ppdet.engine INFO: Epoch: [70] [400/610] learning_rate: 0.208942 loss_vfl: 1.180011 loss_bbox: 0.560239 loss_dfl: 0.462538 loss: 2.198387 eta: 1 day, 14:14:03 batch_cost: 1.0309 data_cost: 0.0004 ips: 46.5622 images/s [03/12 16:45:36] ppdet.engine INFO: Epoch: [70] [420/610] learning_rate: 0.208915 loss_vfl: 1.107638 loss_bbox: 0.509613 loss_dfl: 0.419501 loss: 2.049463 eta: 1 day, 14:13:42 batch_cost: 0.9666 data_cost: 0.0004 ips: 49.6606 images/s [03/12 16:45:58] ppdet.engine INFO: Epoch: [70] [440/610] learning_rate: 0.208887 loss_vfl: 1.100960 loss_bbox: 0.500808 loss_dfl: 0.424434 loss: 2.019555 eta: 1 day, 14:13:22 batch_cost: 0.9765 data_cost: 0.0004 ips: 49.1571 images/s [03/12 16:46:20] ppdet.engine INFO: Epoch: [70] [460/610] learning_rate: 0.208859 loss_vfl: 1.071467 loss_bbox: 0.528689 loss_dfl: 0.429436 loss: 2.026274 eta: 1 day, 14:13:05 batch_cost: 1.0248 data_cost: 0.0010 ips: 46.8407 images/s [03/12 16:46:41] ppdet.engine INFO: Epoch: [70] [480/610] learning_rate: 0.208831 loss_vfl: 1.102436 loss_bbox: 0.513181 loss_dfl: 0.433038 loss: 2.068183 eta: 1 day, 14:12:39 batch_cost: 0.8828 data_cost: 0.0004 ips: 54.3743 images/s [03/12 16:47:03] ppdet.engine INFO: Epoch: [70] [500/610] learning_rate: 0.208804 loss_vfl: 1.119031 loss_bbox: 0.500752 loss_dfl: 0.428343 loss: 2.042483 eta: 1 day, 14:12:21 batch_cost: 1.0184 data_cost: 0.0004 ips: 47.1341 images/s [03/12 16:47:26] ppdet.engine INFO: Epoch: [70] [520/610] learning_rate: 0.208776 loss_vfl: 1.115484 loss_bbox: 0.527997 loss_dfl: 0.434979 loss: 2.090851 eta: 1 day, 14:12:06 batch_cost: 1.0609 data_cost: 0.0004 ips: 45.2448 images/s [03/12 16:47:48] ppdet.engine INFO: Epoch: [70] [540/610] learning_rate: 0.208748 loss_vfl: 1.071857 loss_bbox: 0.515365 loss_dfl: 0.429407 loss: 2.037071 eta: 1 day, 14:11:48 batch_cost: 1.0063 data_cost: 0.0004 ips: 47.6995 images/s [03/12 16:48:11] ppdet.engine INFO: Epoch: [70] [560/610] learning_rate: 0.208720 loss_vfl: 1.089435 loss_bbox: 0.515586 loss_dfl: 0.423144 loss: 2.025547 eta: 1 day, 14:11:31 batch_cost: 1.0270 data_cost: 0.0004 ips: 46.7403 images/s [03/12 16:48:32] ppdet.engine INFO: Epoch: [70] [580/610] learning_rate: 0.208693 loss_vfl: 1.106774 loss_bbox: 0.535322 loss_dfl: 0.438612 loss: 2.100286 eta: 1 day, 14:11:12 batch_cost: 0.9869 data_cost: 0.0004 ips: 48.6349 images/s [03/12 16:48:54] ppdet.engine INFO: Epoch: [70] [600/610] learning_rate: 0.208665 loss_vfl: 1.074377 loss_bbox: 0.521221 loss_dfl: 0.429105 loss: 2.018845 eta: 1 day, 14:10:52 batch_cost: 0.9887 data_cost: 0.0005 ips: 48.5501 images/s [03/12 16:49:15] ppdet.engine INFO: Epoch: [71] [ 0/610] learning_rate: 0.208651 loss_vfl: 1.083935 loss_bbox: 0.502932 loss_dfl: 0.419651 loss: 1.998186 eta: 1 day, 14:11:04 batch_cost: 1.3261 data_cost: 0.5074 ips: 36.1952 images/s [03/12 16:49:40] ppdet.engine INFO: Epoch: [71] [ 20/610] learning_rate: 0.208623 loss_vfl: 1.126485 loss_bbox: 0.508638 loss_dfl: 0.424515 loss: 2.053749 eta: 1 day, 14:10:48 batch_cost: 1.0409 data_cost: 0.0004 ips: 46.1153 images/s [03/12 16:50:01] ppdet.engine INFO: Epoch: [71] [ 40/610] learning_rate: 0.208595 loss_vfl: 1.068151 loss_bbox: 0.514754 loss_dfl: 0.426539 loss: 2.025812 eta: 1 day, 14:10:28 batch_cost: 0.9711 data_cost: 0.0004 ips: 49.4273 images/s [03/12 16:50:23] ppdet.engine INFO: Epoch: [71] [ 60/610] learning_rate: 0.208567 loss_vfl: 1.062735 loss_bbox: 0.499233 loss_dfl: 0.408088 loss: 1.998105 eta: 1 day, 14:10:08 batch_cost: 0.9864 data_cost: 0.0004 ips: 48.6615 images/s [03/12 16:50:45] ppdet.engine INFO: Epoch: [71] [ 80/610] learning_rate: 0.208539 loss_vfl: 1.047942 loss_bbox: 0.497513 loss_dfl: 0.408891 loss: 1.957400 eta: 1 day, 14:09:52 batch_cost: 1.0395 data_cost: 0.0004 ips: 46.1753 images/s [03/12 16:51:07] ppdet.engine INFO: Epoch: [71] [100/610] learning_rate: 0.208512 loss_vfl: 1.078159 loss_bbox: 0.502615 loss_dfl: 0.417697 loss: 2.000410 eta: 1 day, 14:09:32 batch_cost: 0.9826 data_cost: 0.0004 ips: 48.8513 images/s [03/12 16:51:31] ppdet.engine INFO: Epoch: [71] [120/610] learning_rate: 0.208484 loss_vfl: 1.061444 loss_bbox: 0.504486 loss_dfl: 0.415656 loss: 1.958825 eta: 1 day, 14:09:19 batch_cost: 1.0893 data_cost: 0.0004 ips: 44.0634 images/s [03/12 16:51:51] ppdet.engine INFO: Epoch: [71] [140/610] learning_rate: 0.208456 loss_vfl: 1.057389 loss_bbox: 0.507799 loss_dfl: 0.412903 loss: 1.989444 eta: 1 day, 14:08:54 batch_cost: 0.8902 data_cost: 0.0004 ips: 53.9216 images/s [03/12 16:52:14] ppdet.engine INFO: Epoch: [71] [160/610] learning_rate: 0.208428 loss_vfl: 1.134093 loss_bbox: 0.547971 loss_dfl: 0.445392 loss: 2.129845 eta: 1 day, 14:08:36 batch_cost: 1.0148 data_cost: 0.0004 ips: 47.3011 images/s [03/12 16:52:36] ppdet.engine INFO: Epoch: [71] [180/610] learning_rate: 0.208400 loss_vfl: 1.064075 loss_bbox: 0.526923 loss_dfl: 0.432270 loss: 2.074976 eta: 1 day, 14:08:19 batch_cost: 1.0321 data_cost: 0.0004 ips: 46.5055 images/s [03/12 16:52:57] ppdet.engine INFO: Epoch: [71] [200/610] learning_rate: 0.208372 loss_vfl: 1.115997 loss_bbox: 0.521970 loss_dfl: 0.444654 loss: 2.085639 eta: 1 day, 14:07:55 batch_cost: 0.9058 data_cost: 0.0016 ips: 52.9946 images/s [03/12 16:53:19] ppdet.engine INFO: Epoch: [71] [220/610] learning_rate: 0.208344 loss_vfl: 1.101308 loss_bbox: 0.552134 loss_dfl: 0.449257 loss: 2.089379 eta: 1 day, 14:07:37 batch_cost: 1.0103 data_cost: 0.0004 ips: 47.5126 images/s [03/12 16:53:40] ppdet.engine INFO: Epoch: [71] [240/610] learning_rate: 0.208316 loss_vfl: 1.083381 loss_bbox: 0.523628 loss_dfl: 0.427648 loss: 2.064488 eta: 1 day, 14:07:16 batch_cost: 0.9698 data_cost: 0.0007 ips: 49.4928 images/s [03/12 16:54:03] ppdet.engine INFO: Epoch: [71] [260/610] learning_rate: 0.208288 loss_vfl: 1.054167 loss_bbox: 0.494018 loss_dfl: 0.403025 loss: 1.960707 eta: 1 day, 14:06:54 batch_cost: 0.9542 data_cost: 0.0004 ips: 50.3020 images/s [03/12 16:54:24] ppdet.engine INFO: Epoch: [71] [280/610] learning_rate: 0.208260 loss_vfl: 1.059309 loss_bbox: 0.504252 loss_dfl: 0.410890 loss: 1.984595 eta: 1 day, 14:06:31 batch_cost: 0.9264 data_cost: 0.0004 ips: 51.8110 images/s [03/12 16:54:46] ppdet.engine INFO: Epoch: [71] [300/610] learning_rate: 0.208232 loss_vfl: 1.116385 loss_bbox: 0.532306 loss_dfl: 0.439861 loss: 2.107522 eta: 1 day, 14:06:10 batch_cost: 0.9686 data_cost: 0.0004 ips: 49.5553 images/s [03/12 16:55:07] ppdet.engine INFO: Epoch: [71] [320/610] learning_rate: 0.208204 loss_vfl: 1.064443 loss_bbox: 0.512456 loss_dfl: 0.425151 loss: 1.999321 eta: 1 day, 14:05:51 batch_cost: 0.9829 data_cost: 0.0004 ips: 48.8356 images/s [03/12 16:55:29] ppdet.engine INFO: Epoch: [71] [340/610] learning_rate: 0.208176 loss_vfl: 1.093450 loss_bbox: 0.524325 loss_dfl: 0.431990 loss: 2.055549 eta: 1 day, 14:05:31 batch_cost: 0.9877 data_cost: 0.0004 ips: 48.5993 images/s [03/12 16:55:50] ppdet.engine INFO: Epoch: [71] [360/610] learning_rate: 0.208148 loss_vfl: 1.100132 loss_bbox: 0.541680 loss_dfl: 0.451737 loss: 2.109275 eta: 1 day, 14:05:09 batch_cost: 0.9500 data_cost: 0.0004 ips: 50.5270 images/s [03/12 16:56:13] ppdet.engine INFO: Epoch: [71] [380/610] learning_rate: 0.208120 loss_vfl: 1.077869 loss_bbox: 0.525999 loss_dfl: 0.428437 loss: 2.041506 eta: 1 day, 14:04:52 batch_cost: 1.0250 data_cost: 0.0021 ips: 46.8273 images/s [03/12 16:56:35] ppdet.engine INFO: Epoch: [71] [400/610] learning_rate: 0.208092 loss_vfl: 1.161404 loss_bbox: 0.567183 loss_dfl: 0.457304 loss: 2.160342 eta: 1 day, 14:04:31 batch_cost: 0.9559 data_cost: 0.0004 ips: 50.2122 images/s [03/12 16:56:56] ppdet.engine INFO: Epoch: [71] [420/610] learning_rate: 0.208064 loss_vfl: 1.088930 loss_bbox: 0.510730 loss_dfl: 0.410992 loss: 1.984574 eta: 1 day, 14:04:06 batch_cost: 0.9087 data_cost: 0.0004 ips: 52.8253 images/s [03/12 16:57:17] ppdet.engine INFO: Epoch: [71] [440/610] learning_rate: 0.208036 loss_vfl: 1.160865 loss_bbox: 0.544800 loss_dfl: 0.461614 loss: 2.154720 eta: 1 day, 14:03:44 batch_cost: 0.9421 data_cost: 0.0004 ips: 50.9498 images/s [03/12 16:57:38] ppdet.engine INFO: Epoch: [71] [460/610] learning_rate: 0.208008 loss_vfl: 1.059913 loss_bbox: 0.498603 loss_dfl: 0.424338 loss: 1.984624 eta: 1 day, 14:03:24 batch_cost: 0.9760 data_cost: 0.0004 ips: 49.1826 images/s [03/12 16:58:00] ppdet.engine INFO: Epoch: [71] [480/610] learning_rate: 0.207980 loss_vfl: 1.098655 loss_bbox: 0.537854 loss_dfl: 0.431618 loss: 2.035387 eta: 1 day, 14:03:02 batch_cost: 0.9494 data_cost: 0.0004 ips: 50.5568 images/s [03/12 16:58:23] ppdet.engine INFO: Epoch: [71] [500/610] learning_rate: 0.207952 loss_vfl: 1.113531 loss_bbox: 0.538655 loss_dfl: 0.448956 loss: 2.088947 eta: 1 day, 14:02:43 batch_cost: 0.9926 data_cost: 0.0004 ips: 48.3554 images/s [03/12 16:58:45] ppdet.engine INFO: Epoch: [71] [520/610] learning_rate: 0.207924 loss_vfl: 1.137050 loss_bbox: 0.532720 loss_dfl: 0.444634 loss: 2.112578 eta: 1 day, 14:02:22 batch_cost: 0.9703 data_cost: 0.0004 ips: 49.4691 images/s [03/12 16:59:07] ppdet.engine INFO: Epoch: [71] [540/610] learning_rate: 0.207896 loss_vfl: 1.086580 loss_bbox: 0.530962 loss_dfl: 0.424556 loss: 2.036584 eta: 1 day, 14:02:05 batch_cost: 1.0229 data_cost: 0.0004 ips: 46.9263 images/s [03/12 16:59:28] ppdet.engine INFO: Epoch: [71] [560/610] learning_rate: 0.207868 loss_vfl: 1.103990 loss_bbox: 0.523245 loss_dfl: 0.435912 loss: 2.049282 eta: 1 day, 14:01:40 batch_cost: 0.9021 data_cost: 0.0004 ips: 53.2115 images/s [03/12 16:59:49] ppdet.engine INFO: Epoch: [71] [580/610] learning_rate: 0.207840 loss_vfl: 1.140550 loss_bbox: 0.542214 loss_dfl: 0.442610 loss: 2.096691 eta: 1 day, 14:01:15 batch_cost: 0.9042 data_cost: 0.0004 ips: 53.0873 images/s [03/12 17:00:11] ppdet.engine INFO: Epoch: [71] [600/610] learning_rate: 0.207812 loss_vfl: 1.055099 loss_bbox: 0.512246 loss_dfl: 0.428640 loss: 1.991249 eta: 1 day, 14:00:56 batch_cost: 0.9895 data_cost: 0.0005 ips: 48.5075 images/s [03/12 17:00:33] ppdet.engine INFO: Epoch: [72] [ 0/610] learning_rate: 0.207798 loss_vfl: 1.043541 loss_bbox: 0.501592 loss_dfl: 0.403634 loss: 1.958591 eta: 1 day, 14:01:11 batch_cost: 1.3372 data_cost: 0.3985 ips: 35.8963 images/s [03/12 17:00:59] ppdet.engine INFO: Epoch: [72] [ 20/610] learning_rate: 0.207769 loss_vfl: 1.084612 loss_bbox: 0.527118 loss_dfl: 0.436031 loss: 2.051248 eta: 1 day, 14:00:59 batch_cost: 1.1046 data_cost: 0.0004 ips: 43.4558 images/s [03/12 17:01:21] ppdet.engine INFO: Epoch: [72] [ 40/610] learning_rate: 0.207741 loss_vfl: 1.079238 loss_bbox: 0.530756 loss_dfl: 0.417969 loss: 2.018545 eta: 1 day, 14:00:38 batch_cost: 0.9664 data_cost: 0.0004 ips: 49.6668 images/s [03/12 17:01:43] ppdet.engine INFO: Epoch: [72] [ 60/610] learning_rate: 0.207713 loss_vfl: 1.069679 loss_bbox: 0.516481 loss_dfl: 0.410618 loss: 1.979061 eta: 1 day, 14:00:17 batch_cost: 0.9543 data_cost: 0.0004 ips: 50.2999 images/s [03/12 17:02:06] ppdet.engine INFO: Epoch: [72] [ 80/610] learning_rate: 0.207685 loss_vfl: 1.043804 loss_bbox: 0.493600 loss_dfl: 0.406443 loss: 1.966708 eta: 1 day, 13:59:56 batch_cost: 0.9666 data_cost: 0.0008 ips: 49.6588 images/s [03/12 17:02:28] ppdet.engine INFO: Epoch: [72] [100/610] learning_rate: 0.207657 loss_vfl: 1.136077 loss_bbox: 0.565387 loss_dfl: 0.455546 loss: 2.184338 eta: 1 day, 13:59:41 batch_cost: 1.0597 data_cost: 0.0004 ips: 45.2976 images/s [03/12 17:02:52] ppdet.engine INFO: Epoch: [72] [120/610] learning_rate: 0.207629 loss_vfl: 1.105751 loss_bbox: 0.539390 loss_dfl: 0.438679 loss: 2.057405 eta: 1 day, 13:59:29 batch_cost: 1.1054 data_cost: 0.0005 ips: 43.4239 images/s [03/12 17:03:14] ppdet.engine INFO: Epoch: [72] [140/610] learning_rate: 0.207600 loss_vfl: 1.133608 loss_bbox: 0.539021 loss_dfl: 0.434462 loss: 2.108431 eta: 1 day, 13:59:10 batch_cost: 0.9913 data_cost: 0.0004 ips: 48.4205 images/s [03/12 17:03:34] ppdet.engine INFO: Epoch: [72] [160/610] learning_rate: 0.207572 loss_vfl: 1.087839 loss_bbox: 0.507506 loss_dfl: 0.417734 loss: 2.036488 eta: 1 day, 13:58:47 batch_cost: 0.9262 data_cost: 0.0004 ips: 51.8263 images/s [03/12 17:03:55] ppdet.engine INFO: Epoch: [72] [180/610] learning_rate: 0.207544 loss_vfl: 0.991394 loss_bbox: 0.476482 loss_dfl: 0.403889 loss: 1.892906 eta: 1 day, 13:58:23 batch_cost: 0.9275 data_cost: 0.0004 ips: 51.7506 images/s [03/12 17:04:18] ppdet.engine INFO: Epoch: [72] [200/610] learning_rate: 0.207516 loss_vfl: 1.080875 loss_bbox: 0.532383 loss_dfl: 0.427343 loss: 2.032943 eta: 1 day, 13:58:02 batch_cost: 0.9554 data_cost: 0.0004 ips: 50.2419 images/s [03/12 17:04:39] ppdet.engine INFO: Epoch: [72] [220/610] learning_rate: 0.207488 loss_vfl: 1.052221 loss_bbox: 0.513581 loss_dfl: 0.420267 loss: 1.976365 eta: 1 day, 13:57:39 batch_cost: 0.9276 data_cost: 0.0004 ips: 51.7477 images/s [03/12 17:05:01] ppdet.engine INFO: Epoch: [72] [240/610] learning_rate: 0.207459 loss_vfl: 1.065804 loss_bbox: 0.481339 loss_dfl: 0.406838 loss: 1.966186 eta: 1 day, 13:57:19 batch_cost: 0.9905 data_cost: 0.0004 ips: 48.4611 images/s [03/12 17:05:22] ppdet.engine INFO: Epoch: [72] [260/610] learning_rate: 0.207431 loss_vfl: 1.083767 loss_bbox: 0.532860 loss_dfl: 0.423692 loss: 2.019225 eta: 1 day, 13:56:56 batch_cost: 0.9223 data_cost: 0.0004 ips: 52.0462 images/s [03/12 17:05:45] ppdet.engine INFO: Epoch: [72] [280/610] learning_rate: 0.207403 loss_vfl: 1.068986 loss_bbox: 0.505332 loss_dfl: 0.421282 loss: 1.996662 eta: 1 day, 13:56:37 batch_cost: 0.9994 data_cost: 0.0004 ips: 48.0280 images/s [03/12 17:06:05] ppdet.engine INFO: Epoch: [72] [300/610] learning_rate: 0.207374 loss_vfl: 1.114428 loss_bbox: 0.554598 loss_dfl: 0.447735 loss: 2.122816 eta: 1 day, 13:56:12 batch_cost: 0.9027 data_cost: 0.0004 ips: 53.1739 images/s [03/12 17:06:27] ppdet.engine INFO: Epoch: [72] [320/610] learning_rate: 0.207346 loss_vfl: 1.148433 loss_bbox: 0.545012 loss_dfl: 0.431988 loss: 2.096922 eta: 1 day, 13:55:52 batch_cost: 0.9710 data_cost: 0.0004 ips: 49.4324 images/s [03/12 17:06:49] ppdet.engine INFO: Epoch: [72] [340/610] learning_rate: 0.207318 loss_vfl: 1.057413 loss_bbox: 0.534804 loss_dfl: 0.437146 loss: 2.026387 eta: 1 day, 13:55:36 batch_cost: 1.0411 data_cost: 0.0004 ips: 46.1042 images/s [03/12 17:07:12] ppdet.engine INFO: Epoch: [72] [360/610] learning_rate: 0.207290 loss_vfl: 1.011624 loss_bbox: 0.484393 loss_dfl: 0.397948 loss: 1.878388 eta: 1 day, 13:55:17 batch_cost: 0.9962 data_cost: 0.0004 ips: 48.1816 images/s [03/12 17:07:35] ppdet.engine INFO: Epoch: [72] [380/610] learning_rate: 0.207261 loss_vfl: 1.027879 loss_bbox: 0.496460 loss_dfl: 0.418363 loss: 1.955917 eta: 1 day, 13:55:00 batch_cost: 1.0292 data_cost: 0.0004 ips: 46.6360 images/s [03/12 17:07:57] ppdet.engine INFO: Epoch: [72] [400/610] learning_rate: 0.207233 loss_vfl: 1.119929 loss_bbox: 0.545354 loss_dfl: 0.457744 loss: 2.142447 eta: 1 day, 13:54:37 batch_cost: 0.9334 data_cost: 0.0036 ips: 51.4237 images/s [03/12 17:08:19] ppdet.engine INFO: Epoch: [72] [420/610] learning_rate: 0.207205 loss_vfl: 1.066927 loss_bbox: 0.506860 loss_dfl: 0.406014 loss: 1.980388 eta: 1 day, 13:54:18 batch_cost: 0.9917 data_cost: 0.0004 ips: 48.4023 images/s [03/12 17:08:41] ppdet.engine INFO: Epoch: [72] [440/610] learning_rate: 0.207176 loss_vfl: 1.097828 loss_bbox: 0.512533 loss_dfl: 0.431149 loss: 2.044338 eta: 1 day, 13:53:57 batch_cost: 0.9756 data_cost: 0.0004 ips: 49.2014 images/s [03/12 17:09:03] ppdet.engine INFO: Epoch: [72] [460/610] learning_rate: 0.207148 loss_vfl: 1.108280 loss_bbox: 0.536616 loss_dfl: 0.435315 loss: 2.075423 eta: 1 day, 13:53:38 batch_cost: 0.9801 data_cost: 0.0004 ips: 48.9749 images/s [03/12 17:09:24] ppdet.engine INFO: Epoch: [72] [480/610] learning_rate: 0.207119 loss_vfl: 1.122557 loss_bbox: 0.537194 loss_dfl: 0.436580 loss: 2.093656 eta: 1 day, 13:53:16 batch_cost: 0.9530 data_cost: 0.0008 ips: 50.3696 images/s [03/12 17:09:46] ppdet.engine INFO: Epoch: [72] [500/610] learning_rate: 0.207091 loss_vfl: 1.038626 loss_bbox: 0.508753 loss_dfl: 0.412659 loss: 1.949363 eta: 1 day, 13:52:59 batch_cost: 1.0292 data_cost: 0.0004 ips: 46.6370 images/s [03/12 17:10:07] ppdet.engine INFO: Epoch: [72] [520/610] learning_rate: 0.207063 loss_vfl: 1.007439 loss_bbox: 0.490267 loss_dfl: 0.409005 loss: 1.912710 eta: 1 day, 13:52:34 batch_cost: 0.9006 data_cost: 0.0004 ips: 53.2952 images/s [03/12 17:10:30] ppdet.engine INFO: Epoch: [72] [540/610] learning_rate: 0.207034 loss_vfl: 1.076422 loss_bbox: 0.509189 loss_dfl: 0.413982 loss: 2.017853 eta: 1 day, 13:52:16 batch_cost: 1.0133 data_cost: 0.0004 ips: 47.3710 images/s [03/12 17:10:53] ppdet.engine INFO: Epoch: [72] [560/610] learning_rate: 0.207006 loss_vfl: 1.073679 loss_bbox: 0.519125 loss_dfl: 0.423936 loss: 2.035113 eta: 1 day, 13:52:01 batch_cost: 1.0524 data_cost: 0.0004 ips: 45.6111 images/s [03/12 17:11:15] ppdet.engine INFO: Epoch: [72] [580/610] learning_rate: 0.206977 loss_vfl: 1.091756 loss_bbox: 0.534194 loss_dfl: 0.444643 loss: 2.064281 eta: 1 day, 13:51:43 batch_cost: 1.0093 data_cost: 0.0004 ips: 47.5566 images/s [03/12 17:11:35] ppdet.engine INFO: Epoch: [72] [600/610] learning_rate: 0.206949 loss_vfl: 1.078075 loss_bbox: 0.511974 loss_dfl: 0.418777 loss: 2.001237 eta: 1 day, 13:51:17 batch_cost: 0.8936 data_cost: 0.0005 ips: 53.7129 images/s [03/12 17:11:57] ppdet.engine INFO: Epoch: [73] [ 0/610] learning_rate: 0.206935 loss_vfl: 1.078945 loss_bbox: 0.491823 loss_dfl: 0.420249 loss: 1.977655 eta: 1 day, 13:51:31 batch_cost: 1.3120 data_cost: 0.4957 ips: 36.5844 images/s [03/12 17:12:22] ppdet.engine INFO: Epoch: [73] [ 20/610] learning_rate: 0.206906 loss_vfl: 1.082027 loss_bbox: 0.524556 loss_dfl: 0.437657 loss: 2.032704 eta: 1 day, 13:51:22 batch_cost: 1.1497 data_cost: 0.0004 ips: 41.7514 images/s [03/12 17:12:44] ppdet.engine INFO: Epoch: [73] [ 40/610] learning_rate: 0.206878 loss_vfl: 1.128801 loss_bbox: 0.538453 loss_dfl: 0.424616 loss: 2.020936 eta: 1 day, 13:50:59 batch_cost: 0.9317 data_cost: 0.0004 ips: 51.5167 images/s [03/12 17:13:05] ppdet.engine INFO: Epoch: [73] [ 60/610] learning_rate: 0.206849 loss_vfl: 1.065370 loss_bbox: 0.528956 loss_dfl: 0.429121 loss: 2.038726 eta: 1 day, 13:50:34 batch_cost: 0.8917 data_cost: 0.0004 ips: 53.8283 images/s [03/12 17:13:28] ppdet.engine INFO: Epoch: [73] [ 80/610] learning_rate: 0.206821 loss_vfl: 1.072180 loss_bbox: 0.556089 loss_dfl: 0.440807 loss: 2.040261 eta: 1 day, 13:50:17 batch_cost: 1.0383 data_cost: 0.0004 ips: 46.2309 images/s [03/12 17:13:49] ppdet.engine INFO: Epoch: [73] [100/610] learning_rate: 0.206792 loss_vfl: 1.065172 loss_bbox: 0.494919 loss_dfl: 0.412638 loss: 1.968390 eta: 1 day, 13:49:53 batch_cost: 0.9135 data_cost: 0.0004 ips: 52.5474 images/s [03/12 17:14:11] ppdet.engine INFO: Epoch: [73] [120/610] learning_rate: 0.206764 loss_vfl: 1.087982 loss_bbox: 0.523439 loss_dfl: 0.423485 loss: 2.059728 eta: 1 day, 13:49:31 batch_cost: 0.9392 data_cost: 0.0004 ips: 51.1047 images/s [03/12 17:14:33] ppdet.engine INFO: Epoch: [73] [140/610] learning_rate: 0.206735 loss_vfl: 1.061469 loss_bbox: 0.499625 loss_dfl: 0.422188 loss: 1.983386 eta: 1 day, 13:49:13 batch_cost: 1.0131 data_cost: 0.0004 ips: 47.3771 images/s [03/12 17:14:56] ppdet.engine INFO: Epoch: [73] [160/610] learning_rate: 0.206707 loss_vfl: 1.085293 loss_bbox: 0.482136 loss_dfl: 0.398361 loss: 1.947724 eta: 1 day, 13:48:53 batch_cost: 0.9888 data_cost: 0.0004 ips: 48.5436 images/s [03/12 17:15:18] ppdet.engine INFO: Epoch: [73] [180/610] learning_rate: 0.206678 loss_vfl: 1.075477 loss_bbox: 0.512606 loss_dfl: 0.427079 loss: 2.007859 eta: 1 day, 13:48:34 batch_cost: 0.9851 data_cost: 0.0004 ips: 48.7238 images/s [03/12 17:15:40] ppdet.engine INFO: Epoch: [73] [200/610] learning_rate: 0.206650 loss_vfl: 1.064490 loss_bbox: 0.506621 loss_dfl: 0.420321 loss: 2.012207 eta: 1 day, 13:48:14 batch_cost: 0.9882 data_cost: 0.0004 ips: 48.5725 images/s [03/12 17:16:02] ppdet.engine INFO: Epoch: [73] [220/610] learning_rate: 0.206621 loss_vfl: 1.113240 loss_bbox: 0.548742 loss_dfl: 0.438251 loss: 2.074133 eta: 1 day, 13:47:51 batch_cost: 0.9318 data_cost: 0.0005 ips: 51.5139 images/s [03/12 17:16:24] ppdet.engine INFO: Epoch: [73] [240/610] learning_rate: 0.206593 loss_vfl: 1.082792 loss_bbox: 0.511832 loss_dfl: 0.428083 loss: 2.006557 eta: 1 day, 13:47:33 batch_cost: 0.9988 data_cost: 0.0004 ips: 48.0598 images/s [03/12 17:16:46] ppdet.engine INFO: Epoch: [73] [260/610] learning_rate: 0.206564 loss_vfl: 1.085889 loss_bbox: 0.512947 loss_dfl: 0.418039 loss: 2.012389 eta: 1 day, 13:47:13 batch_cost: 0.9832 data_cost: 0.0004 ips: 48.8222 images/s [03/12 17:17:08] ppdet.engine INFO: Epoch: [73] [280/610] learning_rate: 0.206535 loss_vfl: 1.098711 loss_bbox: 0.546748 loss_dfl: 0.439531 loss: 2.088241 eta: 1 day, 13:46:54 batch_cost: 0.9998 data_cost: 0.0004 ips: 48.0117 images/s [03/12 17:17:31] ppdet.engine INFO: Epoch: [73] [300/610] learning_rate: 0.206507 loss_vfl: 1.117750 loss_bbox: 0.527049 loss_dfl: 0.433941 loss: 2.076730 eta: 1 day, 13:46:36 batch_cost: 1.0118 data_cost: 0.0004 ips: 47.4413 images/s [03/12 17:17:53] ppdet.engine INFO: Epoch: [73] [320/610] learning_rate: 0.206478 loss_vfl: 1.107092 loss_bbox: 0.537442 loss_dfl: 0.443840 loss: 2.059877 eta: 1 day, 13:46:17 batch_cost: 0.9929 data_cost: 0.0005 ips: 48.3413 images/s [03/12 17:18:15] ppdet.engine INFO: Epoch: [73] [340/610] learning_rate: 0.206450 loss_vfl: 1.055940 loss_bbox: 0.490826 loss_dfl: 0.422427 loss: 1.995986 eta: 1 day, 13:45:58 batch_cost: 0.9940 data_cost: 0.0004 ips: 48.2906 images/s [03/12 17:18:36] ppdet.engine INFO: Epoch: [73] [360/610] learning_rate: 0.206421 loss_vfl: 1.047881 loss_bbox: 0.499020 loss_dfl: 0.412496 loss: 1.964574 eta: 1 day, 13:45:33 batch_cost: 0.8980 data_cost: 0.0017 ips: 53.4512 images/s [03/12 17:18:57] ppdet.engine INFO: Epoch: [73] [380/610] learning_rate: 0.206392 loss_vfl: 1.080296 loss_bbox: 0.503798 loss_dfl: 0.410321 loss: 2.015832 eta: 1 day, 13:45:12 batch_cost: 0.9561 data_cost: 0.0004 ips: 50.2037 images/s [03/12 17:19:20] ppdet.engine INFO: Epoch: [73] [400/610] learning_rate: 0.206364 loss_vfl: 1.023936 loss_bbox: 0.511084 loss_dfl: 0.430126 loss: 1.978752 eta: 1 day, 13:44:53 batch_cost: 1.0094 data_cost: 0.0004 ips: 47.5538 images/s [03/12 17:19:41] ppdet.engine INFO: Epoch: [73] [420/610] learning_rate: 0.206335 loss_vfl: 1.048226 loss_bbox: 0.495145 loss_dfl: 0.411306 loss: 1.962172 eta: 1 day, 13:44:33 batch_cost: 0.9796 data_cost: 0.0004 ips: 48.9973 images/s [03/12 17:20:03] ppdet.engine INFO: Epoch: [73] [440/610] learning_rate: 0.206306 loss_vfl: 1.135092 loss_bbox: 0.536382 loss_dfl: 0.429225 loss: 2.063440 eta: 1 day, 13:44:12 batch_cost: 0.9588 data_cost: 0.0004 ips: 50.0626 images/s [03/12 17:20:25] ppdet.engine INFO: Epoch: [73] [460/610] learning_rate: 0.206278 loss_vfl: 1.060019 loss_bbox: 0.516346 loss_dfl: 0.421007 loss: 1.973392 eta: 1 day, 13:43:52 batch_cost: 0.9764 data_cost: 0.0004 ips: 49.1621 images/s [03/12 17:20:47] ppdet.engine INFO: Epoch: [73] [480/610] learning_rate: 0.206249 loss_vfl: 1.075492 loss_bbox: 0.537994 loss_dfl: 0.428896 loss: 2.057379 eta: 1 day, 13:43:32 batch_cost: 0.9821 data_cost: 0.0004 ips: 48.8773 images/s [03/12 17:21:09] ppdet.engine INFO: Epoch: [73] [500/610] learning_rate: 0.206220 loss_vfl: 1.069259 loss_bbox: 0.497649 loss_dfl: 0.418407 loss: 2.018778 eta: 1 day, 13:43:10 batch_cost: 0.9391 data_cost: 0.0005 ips: 51.1149 images/s [03/12 17:21:30] ppdet.engine INFO: Epoch: [73] [520/610] learning_rate: 0.206192 loss_vfl: 1.073111 loss_bbox: 0.489840 loss_dfl: 0.423449 loss: 1.968971 eta: 1 day, 13:42:51 batch_cost: 0.9926 data_cost: 0.0004 ips: 48.3561 images/s [03/12 17:21:52] ppdet.engine INFO: Epoch: [73] [540/610] learning_rate: 0.206163 loss_vfl: 1.082557 loss_bbox: 0.574414 loss_dfl: 0.448923 loss: 2.097141 eta: 1 day, 13:42:34 batch_cost: 1.0289 data_cost: 0.0004 ips: 46.6527 images/s [03/12 17:22:14] ppdet.engine INFO: Epoch: [73] [560/610] learning_rate: 0.206134 loss_vfl: 1.056915 loss_bbox: 0.518843 loss_dfl: 0.419203 loss: 2.010218 eta: 1 day, 13:42:14 batch_cost: 0.9819 data_cost: 0.0004 ips: 48.8827 images/s [03/12 17:22:36] ppdet.engine INFO: Epoch: [73] [580/610] learning_rate: 0.206105 loss_vfl: 1.018630 loss_bbox: 0.495946 loss_dfl: 0.392560 loss: 1.887252 eta: 1 day, 13:41:50 batch_cost: 0.9247 data_cost: 0.0004 ips: 51.9105 images/s [03/12 17:22:58] ppdet.engine INFO: Epoch: [73] [600/610] learning_rate: 0.206077 loss_vfl: 1.150366 loss_bbox: 0.544660 loss_dfl: 0.462590 loss: 2.172011 eta: 1 day, 13:41:31 batch_cost: 0.9923 data_cost: 0.0005 ips: 48.3737 images/s [03/12 17:23:20] ppdet.engine INFO: Epoch: [74] [ 0/610] learning_rate: 0.206062 loss_vfl: 1.130358 loss_bbox: 0.549140 loss_dfl: 0.462258 loss: 2.113606 eta: 1 day, 13:41:45 batch_cost: 1.3832 data_cost: 0.4388 ips: 34.7015 images/s [03/12 17:23:45] ppdet.engine INFO: Epoch: [74] [ 20/610] learning_rate: 0.206034 loss_vfl: 1.094678 loss_bbox: 0.559446 loss_dfl: 0.441722 loss: 2.096485 eta: 1 day, 13:41:35 batch_cost: 1.1457 data_cost: 0.0004 ips: 41.8941 images/s [03/12 17:24:07] ppdet.engine INFO: Epoch: [74] [ 40/610] learning_rate: 0.206005 loss_vfl: 1.040664 loss_bbox: 0.525159 loss_dfl: 0.413646 loss: 1.989871 eta: 1 day, 13:41:13 batch_cost: 0.9495 data_cost: 0.0004 ips: 50.5518 images/s [03/12 17:24:28] ppdet.engine INFO: Epoch: [74] [ 60/610] learning_rate: 0.205976 loss_vfl: 1.095717 loss_bbox: 0.525068 loss_dfl: 0.437845 loss: 2.088291 eta: 1 day, 13:40:54 batch_cost: 0.9821 data_cost: 0.0005 ips: 48.8731 images/s [03/12 17:24:50] ppdet.engine INFO: Epoch: [74] [ 80/610] learning_rate: 0.205947 loss_vfl: 1.089543 loss_bbox: 0.545522 loss_dfl: 0.437972 loss: 2.054394 eta: 1 day, 13:40:34 batch_cost: 0.9917 data_cost: 0.0004 ips: 48.4027 images/s [03/12 17:25:13] ppdet.engine INFO: Epoch: [74] [100/610] learning_rate: 0.205918 loss_vfl: 1.019177 loss_bbox: 0.497039 loss_dfl: 0.409079 loss: 1.944821 eta: 1 day, 13:40:15 batch_cost: 0.9978 data_cost: 0.0004 ips: 48.1040 images/s [03/12 17:25:34] ppdet.engine INFO: Epoch: [74] [120/610] learning_rate: 0.205890 loss_vfl: 1.090960 loss_bbox: 0.522754 loss_dfl: 0.428269 loss: 2.061541 eta: 1 day, 13:39:53 batch_cost: 0.9309 data_cost: 0.0004 ips: 51.5628 images/s [03/12 17:25:56] ppdet.engine INFO: Epoch: [74] [140/610] learning_rate: 0.205861 loss_vfl: 1.010650 loss_bbox: 0.487562 loss_dfl: 0.399616 loss: 1.895731 eta: 1 day, 13:39:34 batch_cost: 1.0035 data_cost: 0.0004 ips: 47.8328 images/s [03/12 17:26:17] ppdet.engine INFO: Epoch: [74] [160/610] learning_rate: 0.205832 loss_vfl: 1.011141 loss_bbox: 0.487174 loss_dfl: 0.398969 loss: 1.883762 eta: 1 day, 13:39:09 batch_cost: 0.8942 data_cost: 0.0004 ips: 53.6822 images/s [03/12 17:26:39] ppdet.engine INFO: Epoch: [74] [180/610] learning_rate: 0.205803 loss_vfl: 1.026289 loss_bbox: 0.497352 loss_dfl: 0.418667 loss: 1.962281 eta: 1 day, 13:38:48 batch_cost: 0.9612 data_cost: 0.0004 ips: 49.9371 images/s [03/12 17:27:01] ppdet.engine INFO: Epoch: [74] [200/610] learning_rate: 0.205774 loss_vfl: 1.124305 loss_bbox: 0.545608 loss_dfl: 0.447417 loss: 2.116755 eta: 1 day, 13:38:29 batch_cost: 1.0047 data_cost: 0.0004 ips: 47.7767 images/s [03/12 17:27:24] ppdet.engine INFO: Epoch: [74] [220/610] learning_rate: 0.205745 loss_vfl: 1.115020 loss_bbox: 0.531778 loss_dfl: 0.442495 loss: 2.089717 eta: 1 day, 13:38:13 batch_cost: 1.0416 data_cost: 0.0004 ips: 46.0822 images/s [03/12 17:27:45] ppdet.engine INFO: Epoch: [74] [240/610] learning_rate: 0.205717 loss_vfl: 1.079220 loss_bbox: 0.525772 loss_dfl: 0.428932 loss: 2.043065 eta: 1 day, 13:37:53 batch_cost: 0.9731 data_cost: 0.0004 ips: 49.3264 images/s [03/12 17:28:07] ppdet.engine INFO: Epoch: [74] [260/610] learning_rate: 0.205688 loss_vfl: 0.996725 loss_bbox: 0.475273 loss_dfl: 0.397000 loss: 1.860561 eta: 1 day, 13:37:27 batch_cost: 0.8931 data_cost: 0.0004 ips: 53.7431 images/s [03/12 17:28:29] ppdet.engine INFO: Epoch: [74] [280/610] learning_rate: 0.205659 loss_vfl: 1.067275 loss_bbox: 0.531323 loss_dfl: 0.427369 loss: 2.013710 eta: 1 day, 13:37:07 batch_cost: 0.9650 data_cost: 0.0004 ips: 49.7424 images/s [03/12 17:28:51] ppdet.engine INFO: Epoch: [74] [300/610] learning_rate: 0.205630 loss_vfl: 1.081104 loss_bbox: 0.510704 loss_dfl: 0.431665 loss: 2.024259 eta: 1 day, 13:36:48 batch_cost: 0.9967 data_cost: 0.0004 ips: 48.1571 images/s [03/12 17:29:13] ppdet.engine INFO: Epoch: [74] [320/610] learning_rate: 0.205601 loss_vfl: 1.141916 loss_bbox: 0.556023 loss_dfl: 0.438760 loss: 2.146872 eta: 1 day, 13:36:26 batch_cost: 0.9570 data_cost: 0.0021 ips: 50.1547 images/s [03/12 17:29:34] ppdet.engine INFO: Epoch: [74] [340/610] learning_rate: 0.205572 loss_vfl: 1.046285 loss_bbox: 0.528887 loss_dfl: 0.417366 loss: 1.992610 eta: 1 day, 13:36:05 batch_cost: 0.9596 data_cost: 0.0004 ips: 50.0193 images/s [03/12 17:29:56] ppdet.engine INFO: Epoch: [74] [360/610] learning_rate: 0.205543 loss_vfl: 1.097119 loss_bbox: 0.547879 loss_dfl: 0.456334 loss: 2.110665 eta: 1 day, 13:35:43 batch_cost: 0.9517 data_cost: 0.0004 ips: 50.4356 images/s [03/12 17:30:18] ppdet.engine INFO: Epoch: [74] [380/610] learning_rate: 0.205514 loss_vfl: 1.028627 loss_bbox: 0.487683 loss_dfl: 0.404090 loss: 1.920614 eta: 1 day, 13:35:25 batch_cost: 1.0007 data_cost: 0.0004 ips: 47.9647 images/s [03/12 17:30:40] ppdet.engine INFO: Epoch: [74] [400/610] learning_rate: 0.205485 loss_vfl: 1.052791 loss_bbox: 0.505753 loss_dfl: 0.416166 loss: 2.001783 eta: 1 day, 13:35:00 batch_cost: 0.9005 data_cost: 0.0004 ips: 53.3009 images/s [03/12 17:31:01] ppdet.engine INFO: Epoch: [74] [420/610] learning_rate: 0.205456 loss_vfl: 1.089314 loss_bbox: 0.505404 loss_dfl: 0.410768 loss: 1.991772 eta: 1 day, 13:34:38 batch_cost: 0.9517 data_cost: 0.0010 ips: 50.4378 images/s [03/12 17:31:23] ppdet.engine INFO: Epoch: [74] [440/610] learning_rate: 0.205427 loss_vfl: 1.039636 loss_bbox: 0.502937 loss_dfl: 0.399975 loss: 1.939849 eta: 1 day, 13:34:20 batch_cost: 0.9994 data_cost: 0.0004 ips: 48.0273 images/s [03/12 17:31:45] ppdet.engine INFO: Epoch: [74] [460/610] learning_rate: 0.205398 loss_vfl: 1.106392 loss_bbox: 0.557610 loss_dfl: 0.447640 loss: 2.107491 eta: 1 day, 13:33:55 batch_cost: 0.9046 data_cost: 0.0005 ips: 53.0613 images/s [03/12 17:32:06] ppdet.engine INFO: Epoch: [74] [480/610] learning_rate: 0.205369 loss_vfl: 1.043391 loss_bbox: 0.504246 loss_dfl: 0.415696 loss: 1.962015 eta: 1 day, 13:33:35 batch_cost: 0.9698 data_cost: 0.0004 ips: 49.4968 images/s [03/12 17:32:27] ppdet.engine INFO: Epoch: [74] [500/610] learning_rate: 0.205340 loss_vfl: 1.068652 loss_bbox: 0.514417 loss_dfl: 0.423555 loss: 1.989981 eta: 1 day, 13:33:13 batch_cost: 0.9523 data_cost: 0.0004 ips: 50.4046 images/s [03/12 17:32:49] ppdet.engine INFO: Epoch: [74] [520/610] learning_rate: 0.205311 loss_vfl: 1.066708 loss_bbox: 0.504717 loss_dfl: 0.414818 loss: 2.004067 eta: 1 day, 13:32:52 batch_cost: 0.9611 data_cost: 0.0004 ips: 49.9430 images/s [03/12 17:33:10] ppdet.engine INFO: Epoch: [74] [540/610] learning_rate: 0.205282 loss_vfl: 1.160471 loss_bbox: 0.552179 loss_dfl: 0.454871 loss: 2.178201 eta: 1 day, 13:32:30 batch_cost: 0.9506 data_cost: 0.0004 ips: 50.4921 images/s [03/12 17:33:32] ppdet.engine INFO: Epoch: [74] [560/610] learning_rate: 0.205253 loss_vfl: 1.052760 loss_bbox: 0.522384 loss_dfl: 0.421795 loss: 1.986141 eta: 1 day, 13:32:12 batch_cost: 1.0173 data_cost: 0.0004 ips: 47.1830 images/s [03/12 17:33:55] ppdet.engine INFO: Epoch: [74] [580/610] learning_rate: 0.205224 loss_vfl: 1.127532 loss_bbox: 0.517405 loss_dfl: 0.440242 loss: 2.101832 eta: 1 day, 13:31:58 batch_cost: 1.0786 data_cost: 0.0004 ips: 44.5013 images/s [03/12 17:34:17] ppdet.engine INFO: Epoch: [74] [600/610] learning_rate: 0.205195 loss_vfl: 1.036334 loss_bbox: 0.496831 loss_dfl: 0.411415 loss: 1.905382 eta: 1 day, 13:31:39 batch_cost: 0.9828 data_cost: 0.0005 ips: 48.8378 images/s [03/12 17:34:38] ppdet.engine INFO: Epoch: [75] [ 0/610] learning_rate: 0.205180 loss_vfl: 1.031783 loss_bbox: 0.478493 loss_dfl: 0.391533 loss: 1.904045 eta: 1 day, 13:31:52 batch_cost: 1.3619 data_cost: 0.5745 ips: 35.2453 images/s [03/12 17:35:04] ppdet.engine INFO: Epoch: [75] [ 20/610] learning_rate: 0.205151 loss_vfl: 1.070381 loss_bbox: 0.525470 loss_dfl: 0.435338 loss: 2.017652 eta: 1 day, 13:31:43 batch_cost: 1.1566 data_cost: 0.0004 ips: 41.4996 images/s [03/12 17:35:27] ppdet.engine INFO: Epoch: [75] [ 40/610] learning_rate: 0.205122 loss_vfl: 1.035619 loss_bbox: 0.501525 loss_dfl: 0.406648 loss: 1.933364 eta: 1 day, 13:31:26 batch_cost: 1.0256 data_cost: 0.0004 ips: 46.8024 images/s [03/12 17:35:49] ppdet.engine INFO: Epoch: [75] [ 60/610] learning_rate: 0.205093 loss_vfl: 1.051555 loss_bbox: 0.496103 loss_dfl: 0.415441 loss: 1.956385 eta: 1 day, 13:31:07 batch_cost: 1.0041 data_cost: 0.0004 ips: 47.8049 images/s [03/12 17:36:11] ppdet.engine INFO: Epoch: [75] [ 80/610] learning_rate: 0.205064 loss_vfl: 1.044162 loss_bbox: 0.493709 loss_dfl: 0.410124 loss: 1.955170 eta: 1 day, 13:30:46 batch_cost: 0.9535 data_cost: 0.0004 ips: 50.3390 images/s [03/12 17:36:34] ppdet.engine INFO: Epoch: [75] [100/610] learning_rate: 0.205035 loss_vfl: 1.088706 loss_bbox: 0.508758 loss_dfl: 0.415572 loss: 1.997101 eta: 1 day, 13:30:30 batch_cost: 1.0506 data_cost: 0.0004 ips: 45.6877 images/s [03/12 17:36:55] ppdet.engine INFO: Epoch: [75] [120/610] learning_rate: 0.205006 loss_vfl: 1.141127 loss_bbox: 0.548335 loss_dfl: 0.441990 loss: 2.130420 eta: 1 day, 13:30:08 batch_cost: 0.9509 data_cost: 0.0004 ips: 50.4759 images/s [03/12 17:37:17] ppdet.engine INFO: Epoch: [75] [140/610] learning_rate: 0.204977 loss_vfl: 1.088683 loss_bbox: 0.516035 loss_dfl: 0.441703 loss: 2.062416 eta: 1 day, 13:29:47 batch_cost: 0.9695 data_cost: 0.0004 ips: 49.5123 images/s [03/12 17:37:39] ppdet.engine INFO: Epoch: [75] [160/610] learning_rate: 0.204948 loss_vfl: 1.070760 loss_bbox: 0.516253 loss_dfl: 0.422589 loss: 2.014662 eta: 1 day, 13:29:24 batch_cost: 0.9157 data_cost: 0.0011 ips: 52.4162 images/s [03/12 17:38:00] ppdet.engine INFO: Epoch: [75] [180/610] learning_rate: 0.204918 loss_vfl: 1.099175 loss_bbox: 0.546236 loss_dfl: 0.445688 loss: 2.083697 eta: 1 day, 13:28:59 batch_cost: 0.8982 data_cost: 0.0004 ips: 53.4408 images/s [03/12 17:38:23] ppdet.engine INFO: Epoch: [75] [200/610] learning_rate: 0.204889 loss_vfl: 1.086666 loss_bbox: 0.542396 loss_dfl: 0.433889 loss: 2.080803 eta: 1 day, 13:28:40 batch_cost: 1.0041 data_cost: 0.0010 ips: 47.8031 images/s [03/12 17:38:45] ppdet.engine INFO: Epoch: [75] [220/610] learning_rate: 0.204860 loss_vfl: 1.070448 loss_bbox: 0.519774 loss_dfl: 0.423735 loss: 2.003312 eta: 1 day, 13:28:23 batch_cost: 1.0195 data_cost: 0.0010 ips: 47.0841 images/s [03/12 17:39:07] ppdet.engine INFO: Epoch: [75] [240/610] learning_rate: 0.204831 loss_vfl: 1.065914 loss_bbox: 0.511542 loss_dfl: 0.417531 loss: 1.987468 eta: 1 day, 13:28:06 batch_cost: 1.0393 data_cost: 0.0004 ips: 46.1858 images/s [03/12 17:39:27] ppdet.engine INFO: Epoch: [75] [260/610] learning_rate: 0.204802 loss_vfl: 1.034314 loss_bbox: 0.507999 loss_dfl: 0.423329 loss: 1.986300 eta: 1 day, 13:27:43 batch_cost: 0.9168 data_cost: 0.0004 ips: 52.3569 images/s [03/12 17:39:50] ppdet.engine INFO: Epoch: [75] [280/610] learning_rate: 0.204773 loss_vfl: 1.116047 loss_bbox: 0.533208 loss_dfl: 0.432812 loss: 2.046159 eta: 1 day, 13:27:24 batch_cost: 0.9976 data_cost: 0.0004 ips: 48.1150 images/s [03/12 17:40:12] ppdet.engine INFO: Epoch: [75] [300/610] learning_rate: 0.204743 loss_vfl: 1.054247 loss_bbox: 0.544181 loss_dfl: 0.415554 loss: 2.003396 eta: 1 day, 13:27:04 batch_cost: 0.9912 data_cost: 0.0004 ips: 48.4284 images/s [03/12 17:40:35] ppdet.engine INFO: Epoch: [75] [320/610] learning_rate: 0.204714 loss_vfl: 1.043609 loss_bbox: 0.514656 loss_dfl: 0.413417 loss: 1.954546 eta: 1 day, 13:26:47 batch_cost: 1.0178 data_cost: 0.0004 ips: 47.1605 images/s [03/12 17:40:55] ppdet.engine INFO: Epoch: [75] [340/610] learning_rate: 0.204685 loss_vfl: 1.058309 loss_bbox: 0.563060 loss_dfl: 0.445686 loss: 2.070272 eta: 1 day, 13:26:21 batch_cost: 0.8844 data_cost: 0.0004 ips: 54.2714 images/s [03/12 17:41:17] ppdet.engine INFO: Epoch: [75] [360/610] learning_rate: 0.204656 loss_vfl: 1.102853 loss_bbox: 0.519338 loss_dfl: 0.413742 loss: 2.028902 eta: 1 day, 13:26:03 batch_cost: 1.0142 data_cost: 0.0011 ips: 47.3275 images/s [03/12 17:41:39] ppdet.engine INFO: Epoch: [75] [380/610] learning_rate: 0.204626 loss_vfl: 1.041845 loss_bbox: 0.506956 loss_dfl: 0.424966 loss: 1.983705 eta: 1 day, 13:25:39 batch_cost: 0.9135 data_cost: 0.0004 ips: 52.5457 images/s [03/12 17:42:02] ppdet.engine INFO: Epoch: [75] [400/610] learning_rate: 0.204597 loss_vfl: 1.099976 loss_bbox: 0.542993 loss_dfl: 0.442385 loss: 2.079569 eta: 1 day, 13:25:24 batch_cost: 1.0569 data_cost: 0.0004 ips: 45.4138 images/s [03/12 17:42:24] ppdet.engine INFO: Epoch: [75] [420/610] learning_rate: 0.204568 loss_vfl: 1.032051 loss_bbox: 0.495352 loss_dfl: 0.401894 loss: 1.926751 eta: 1 day, 13:25:05 batch_cost: 0.9955 data_cost: 0.0004 ips: 48.2175 images/s [03/12 17:42:45] ppdet.engine INFO: Epoch: [75] [440/610] learning_rate: 0.204539 loss_vfl: 1.110852 loss_bbox: 0.531338 loss_dfl: 0.441934 loss: 2.103428 eta: 1 day, 13:24:41 batch_cost: 0.9224 data_cost: 0.0010 ips: 52.0373 images/s [03/12 17:43:07] ppdet.engine INFO: Epoch: [75] [460/610] learning_rate: 0.204509 loss_vfl: 1.106518 loss_bbox: 0.508017 loss_dfl: 0.434376 loss: 2.058983 eta: 1 day, 13:24:21 batch_cost: 0.9758 data_cost: 0.0005 ips: 49.1900 images/s [03/12 17:43:30] ppdet.engine INFO: Epoch: [75] [480/610] learning_rate: 0.204480 loss_vfl: 1.167894 loss_bbox: 0.556143 loss_dfl: 0.451520 loss: 2.161154 eta: 1 day, 13:24:04 batch_cost: 1.0311 data_cost: 0.0004 ips: 46.5532 images/s [03/12 17:43:53] ppdet.engine INFO: Epoch: [75] [500/610] learning_rate: 0.204451 loss_vfl: 1.042129 loss_bbox: 0.487605 loss_dfl: 0.408591 loss: 1.958880 eta: 1 day, 13:23:47 batch_cost: 1.0269 data_cost: 0.0004 ips: 46.7448 images/s [03/12 17:44:15] ppdet.engine INFO: Epoch: [75] [520/610] learning_rate: 0.204421 loss_vfl: 1.055793 loss_bbox: 0.516461 loss_dfl: 0.426669 loss: 1.977120 eta: 1 day, 13:23:27 batch_cost: 0.9734 data_cost: 0.0004 ips: 49.3125 images/s [03/12 17:44:36] ppdet.engine INFO: Epoch: [75] [540/610] learning_rate: 0.204392 loss_vfl: 1.103615 loss_bbox: 0.523347 loss_dfl: 0.427357 loss: 2.064587 eta: 1 day, 13:23:05 batch_cost: 0.9458 data_cost: 0.0004 ips: 50.7491 images/s [03/12 17:44:57] ppdet.engine INFO: Epoch: [75] [560/610] learning_rate: 0.204363 loss_vfl: 1.030510 loss_bbox: 0.489072 loss_dfl: 0.418846 loss: 1.962156 eta: 1 day, 13:22:46 batch_cost: 0.9922 data_cost: 0.0004 ips: 48.3797 images/s [03/12 17:45:19] ppdet.engine INFO: Epoch: [75] [580/610] learning_rate: 0.204333 loss_vfl: 1.059978 loss_bbox: 0.533070 loss_dfl: 0.419242 loss: 2.012561 eta: 1 day, 13:22:24 batch_cost: 0.9537 data_cost: 0.0011 ips: 50.3297 images/s [03/12 17:45:41] ppdet.engine INFO: Epoch: [75] [600/610] learning_rate: 0.204304 loss_vfl: 1.135014 loss_bbox: 0.537232 loss_dfl: 0.445252 loss: 2.081352 eta: 1 day, 13:22:02 batch_cost: 0.9452 data_cost: 0.0006 ips: 50.7808 images/s [03/12 17:46:01] ppdet.engine INFO: Epoch: [76] [ 0/610] learning_rate: 0.204289 loss_vfl: 1.121802 loss_bbox: 0.534655 loss_dfl: 0.448902 loss: 2.110326 eta: 1 day, 13:22:12 batch_cost: 1.2946 data_cost: 0.3564 ips: 37.0759 images/s [03/12 17:46:27] ppdet.engine INFO: Epoch: [76] [ 20/610] learning_rate: 0.204260 loss_vfl: 1.015161 loss_bbox: 0.470202 loss_dfl: 0.389524 loss: 1.860955 eta: 1 day, 13:22:02 batch_cost: 1.1491 data_cost: 0.0004 ips: 41.7712 images/s [03/12 17:46:50] ppdet.engine INFO: Epoch: [76] [ 40/610] learning_rate: 0.204230 loss_vfl: 1.024002 loss_bbox: 0.493481 loss_dfl: 0.405056 loss: 1.881028 eta: 1 day, 13:21:42 batch_cost: 0.9896 data_cost: 0.0004 ips: 48.5037 images/s [03/12 17:47:11] ppdet.engine INFO: Epoch: [76] [ 60/610] learning_rate: 0.204201 loss_vfl: 1.091041 loss_bbox: 0.562560 loss_dfl: 0.436986 loss: 2.097685 eta: 1 day, 13:21:20 batch_cost: 0.9418 data_cost: 0.0004 ips: 50.9645 images/s [03/12 17:47:34] ppdet.engine INFO: Epoch: [76] [ 80/610] learning_rate: 0.204172 loss_vfl: 1.064141 loss_bbox: 0.478773 loss_dfl: 0.414658 loss: 1.932628 eta: 1 day, 13:20:59 batch_cost: 0.9598 data_cost: 0.0004 ips: 50.0084 images/s [03/12 17:47:56] ppdet.engine INFO: Epoch: [76] [100/610] learning_rate: 0.204142 loss_vfl: 1.084369 loss_bbox: 0.535875 loss_dfl: 0.428237 loss: 2.044974 eta: 1 day, 13:20:39 batch_cost: 0.9794 data_cost: 0.0011 ips: 49.0092 images/s [03/12 17:48:18] ppdet.engine INFO: Epoch: [76] [120/610] learning_rate: 0.204113 loss_vfl: 1.055501 loss_bbox: 0.523802 loss_dfl: 0.428057 loss: 1.988144 eta: 1 day, 13:20:20 batch_cost: 0.9936 data_cost: 0.0004 ips: 48.3075 images/s [03/12 17:48:40] ppdet.engine INFO: Epoch: [76] [140/610] learning_rate: 0.204083 loss_vfl: 1.098634 loss_bbox: 0.545322 loss_dfl: 0.440414 loss: 2.107043 eta: 1 day, 13:20:00 batch_cost: 0.9852 data_cost: 0.0005 ips: 48.7195 images/s [03/12 17:49:03] ppdet.engine INFO: Epoch: [76] [160/610] learning_rate: 0.204054 loss_vfl: 1.080445 loss_bbox: 0.507500 loss_dfl: 0.428483 loss: 2.030427 eta: 1 day, 13:19:42 batch_cost: 1.0108 data_cost: 0.0005 ips: 47.4879 images/s [03/12 17:49:25] ppdet.engine INFO: Epoch: [76] [180/610] learning_rate: 0.204024 loss_vfl: 1.036605 loss_bbox: 0.484030 loss_dfl: 0.397753 loss: 1.919644 eta: 1 day, 13:19:24 batch_cost: 1.0102 data_cost: 0.0004 ips: 47.5160 images/s [03/12 17:49:48] ppdet.engine INFO: Epoch: [76] [200/610] learning_rate: 0.203995 loss_vfl: 1.113327 loss_bbox: 0.533025 loss_dfl: 0.437381 loss: 2.071010 eta: 1 day, 13:19:05 batch_cost: 0.9976 data_cost: 0.0004 ips: 48.1135 images/s [03/12 17:50:10] ppdet.engine INFO: Epoch: [76] [220/610] learning_rate: 0.203965 loss_vfl: 1.130119 loss_bbox: 0.524866 loss_dfl: 0.425199 loss: 2.081997 eta: 1 day, 13:18:45 batch_cost: 0.9855 data_cost: 0.0004 ips: 48.7056 images/s [03/12 17:50:34] ppdet.engine INFO: Epoch: [76] [240/610] learning_rate: 0.203936 loss_vfl: 1.109253 loss_bbox: 0.527327 loss_dfl: 0.426580 loss: 2.073519 eta: 1 day, 13:18:32 batch_cost: 1.0886 data_cost: 0.0013 ips: 44.0952 images/s [03/12 17:50:55] ppdet.engine INFO: Epoch: [76] [260/610] learning_rate: 0.203907 loss_vfl: 1.132704 loss_bbox: 0.561894 loss_dfl: 0.447190 loss: 2.131532 eta: 1 day, 13:18:08 batch_cost: 0.9100 data_cost: 0.0005 ips: 52.7467 images/s [03/12 17:51:16] ppdet.engine INFO: Epoch: [76] [280/610] learning_rate: 0.203877 loss_vfl: 1.108671 loss_bbox: 0.537042 loss_dfl: 0.429780 loss: 2.102674 eta: 1 day, 13:17:46 batch_cost: 0.9475 data_cost: 0.0004 ips: 50.6586 images/s [03/12 17:51:37] ppdet.engine INFO: Epoch: [76] [300/610] learning_rate: 0.203847 loss_vfl: 1.091748 loss_bbox: 0.521909 loss_dfl: 0.443707 loss: 2.041117 eta: 1 day, 13:17:23 batch_cost: 0.9354 data_cost: 0.0004 ips: 51.3142 images/s [03/12 17:51:58] ppdet.engine INFO: Epoch: [76] [320/610] learning_rate: 0.203818 loss_vfl: 1.092373 loss_bbox: 0.505080 loss_dfl: 0.424635 loss: 2.019967 eta: 1 day, 13:17:00 batch_cost: 0.9275 data_cost: 0.0006 ips: 51.7545 images/s [03/12 17:52:20] ppdet.engine INFO: Epoch: [76] [340/610] learning_rate: 0.203788 loss_vfl: 1.122731 loss_bbox: 0.558480 loss_dfl: 0.454656 loss: 2.131256 eta: 1 day, 13:16:42 batch_cost: 1.0099 data_cost: 0.0005 ips: 47.5277 images/s [03/12 17:52:42] ppdet.engine INFO: Epoch: [76] [360/610] learning_rate: 0.203759 loss_vfl: 1.098639 loss_bbox: 0.502703 loss_dfl: 0.434444 loss: 2.035786 eta: 1 day, 13:16:22 batch_cost: 0.9768 data_cost: 0.0004 ips: 49.1422 images/s [03/12 17:53:04] ppdet.engine INFO: Epoch: [76] [380/610] learning_rate: 0.203729 loss_vfl: 1.024996 loss_bbox: 0.505349 loss_dfl: 0.415082 loss: 1.971509 eta: 1 day, 13:16:01 batch_cost: 0.9606 data_cost: 0.0004 ips: 49.9683 images/s [03/12 17:53:26] ppdet.engine INFO: Epoch: [76] [400/610] learning_rate: 0.203700 loss_vfl: 0.991060 loss_bbox: 0.455890 loss_dfl: 0.382571 loss: 1.788789 eta: 1 day, 13:15:40 batch_cost: 0.9628 data_cost: 0.0005 ips: 49.8521 images/s [03/12 17:53:47] ppdet.engine INFO: Epoch: [76] [420/610] learning_rate: 0.203670 loss_vfl: 1.091746 loss_bbox: 0.515757 loss_dfl: 0.427830 loss: 2.012555 eta: 1 day, 13:15:15 batch_cost: 0.9001 data_cost: 0.0008 ips: 53.3295 images/s [03/12 17:54:09] ppdet.engine INFO: Epoch: [76] [440/610] learning_rate: 0.203641 loss_vfl: 1.054399 loss_bbox: 0.496624 loss_dfl: 0.408313 loss: 1.945041 eta: 1 day, 13:14:56 batch_cost: 0.9850 data_cost: 0.0004 ips: 48.7320 images/s [03/12 17:54:32] ppdet.engine INFO: Epoch: [76] [460/610] learning_rate: 0.203611 loss_vfl: 1.038076 loss_bbox: 0.506493 loss_dfl: 0.420179 loss: 1.954278 eta: 1 day, 13:14:38 batch_cost: 1.0248 data_cost: 0.0004 ips: 46.8367 images/s [03/12 17:54:54] ppdet.engine INFO: Epoch: [76] [480/610] learning_rate: 0.203581 loss_vfl: 1.003938 loss_bbox: 0.473721 loss_dfl: 0.404553 loss: 1.867281 eta: 1 day, 13:14:21 batch_cost: 1.0339 data_cost: 0.0004 ips: 46.4281 images/s [03/12 17:55:16] ppdet.engine INFO: Epoch: [76] [500/610] learning_rate: 0.203552 loss_vfl: 1.008427 loss_bbox: 0.513013 loss_dfl: 0.394376 loss: 1.894735 eta: 1 day, 13:14:04 batch_cost: 1.0190 data_cost: 0.0004 ips: 47.1055 images/s [03/12 17:55:38] ppdet.engine INFO: Epoch: [76] [520/610] learning_rate: 0.203522 loss_vfl: 1.016006 loss_bbox: 0.497157 loss_dfl: 0.412973 loss: 1.931615 eta: 1 day, 13:13:42 batch_cost: 0.9464 data_cost: 0.0004 ips: 50.7186 images/s [03/12 17:56:00] ppdet.engine INFO: Epoch: [76] [540/610] learning_rate: 0.203492 loss_vfl: 1.025533 loss_bbox: 0.470875 loss_dfl: 0.399339 loss: 1.898634 eta: 1 day, 13:13:18 batch_cost: 0.9102 data_cost: 0.0006 ips: 52.7329 images/s [03/12 17:56:21] ppdet.engine INFO: Epoch: [76] [560/610] learning_rate: 0.203463 loss_vfl: 1.100695 loss_bbox: 0.545869 loss_dfl: 0.444777 loss: 2.095839 eta: 1 day, 13:12:56 batch_cost: 0.9540 data_cost: 0.0004 ips: 50.3120 images/s [03/12 17:56:43] ppdet.engine INFO: Epoch: [76] [580/610] learning_rate: 0.203433 loss_vfl: 1.059519 loss_bbox: 0.485954 loss_dfl: 0.407003 loss: 1.905850 eta: 1 day, 13:12:36 batch_cost: 0.9805 data_cost: 0.0004 ips: 48.9533 images/s [03/12 17:57:05] ppdet.engine INFO: Epoch: [76] [600/610] learning_rate: 0.203404 loss_vfl: 1.061131 loss_bbox: 0.525910 loss_dfl: 0.423595 loss: 1.997933 eta: 1 day, 13:12:14 batch_cost: 0.9354 data_cost: 0.0005 ips: 51.3175 images/s [03/12 17:57:27] ppdet.engine INFO: Epoch: [77] [ 0/610] learning_rate: 0.203389 loss_vfl: 0.997996 loss_bbox: 0.485601 loss_dfl: 0.396694 loss: 1.868938 eta: 1 day, 13:12:29 batch_cost: 1.3554 data_cost: 0.4168 ips: 35.4142 images/s [03/12 17:57:52] ppdet.engine INFO: Epoch: [77] [ 20/610] learning_rate: 0.203359 loss_vfl: 1.120694 loss_bbox: 0.567992 loss_dfl: 0.456882 loss: 2.115049 eta: 1 day, 13:12:17 batch_cost: 1.1168 data_cost: 0.0004 ips: 42.9811 images/s [03/12 17:58:14] ppdet.engine INFO: Epoch: [77] [ 40/610] learning_rate: 0.203329 loss_vfl: 1.022077 loss_bbox: 0.500649 loss_dfl: 0.414733 loss: 1.939238 eta: 1 day, 13:11:59 batch_cost: 1.0118 data_cost: 0.0004 ips: 47.4420 images/s [03/12 17:58:36] ppdet.engine INFO: Epoch: [77] [ 60/610] learning_rate: 0.203300 loss_vfl: 0.995323 loss_bbox: 0.484321 loss_dfl: 0.391455 loss: 1.846768 eta: 1 day, 13:11:39 batch_cost: 0.9846 data_cost: 0.0004 ips: 48.7510 images/s [03/12 17:58:58] ppdet.engine INFO: Epoch: [77] [ 80/610] learning_rate: 0.203270 loss_vfl: 1.030024 loss_bbox: 0.498952 loss_dfl: 0.416004 loss: 1.948004 eta: 1 day, 13:11:17 batch_cost: 0.9398 data_cost: 0.0004 ips: 51.0747 images/s [03/12 17:59:20] ppdet.engine INFO: Epoch: [77] [100/610] learning_rate: 0.203240 loss_vfl: 1.044948 loss_bbox: 0.493871 loss_dfl: 0.417846 loss: 1.945674 eta: 1 day, 13:10:56 batch_cost: 0.9555 data_cost: 0.0004 ips: 50.2368 images/s [03/12 17:59:43] ppdet.engine INFO: Epoch: [77] [120/610] learning_rate: 0.203210 loss_vfl: 1.072262 loss_bbox: 0.512302 loss_dfl: 0.434195 loss: 2.021670 eta: 1 day, 13:10:39 batch_cost: 1.0413 data_cost: 0.0004 ips: 46.0975 images/s [03/12 18:00:03] ppdet.engine INFO: Epoch: [77] [140/610] learning_rate: 0.203181 loss_vfl: 1.123042 loss_bbox: 0.512935 loss_dfl: 0.423562 loss: 2.029684 eta: 1 day, 13:10:16 batch_cost: 0.9309 data_cost: 0.0004 ips: 51.5644 images/s [03/12 18:00:25] ppdet.engine INFO: Epoch: [77] [160/610] learning_rate: 0.203151 loss_vfl: 1.068355 loss_bbox: 0.512859 loss_dfl: 0.425422 loss: 2.001668 eta: 1 day, 13:09:55 batch_cost: 0.9568 data_cost: 0.0008 ips: 50.1691 images/s [03/12 18:00:47] ppdet.engine INFO: Epoch: [77] [180/610] learning_rate: 0.203121 loss_vfl: 1.063931 loss_bbox: 0.508131 loss_dfl: 0.425457 loss: 2.002113 eta: 1 day, 13:09:39 batch_cost: 1.0489 data_cost: 0.0004 ips: 45.7642 images/s [03/12 18:01:09] ppdet.engine INFO: Epoch: [77] [200/610] learning_rate: 0.203091 loss_vfl: 1.098128 loss_bbox: 0.520251 loss_dfl: 0.433001 loss: 2.069395 eta: 1 day, 13:09:17 batch_cost: 0.9445 data_cost: 0.0004 ips: 50.8189 images/s [03/12 18:01:31] ppdet.engine INFO: Epoch: [77] [220/610] learning_rate: 0.203062 loss_vfl: 1.102213 loss_bbox: 0.495526 loss_dfl: 0.424451 loss: 1.989277 eta: 1 day, 13:08:54 batch_cost: 0.9290 data_cost: 0.0004 ips: 51.6683 images/s [03/12 18:01:54] ppdet.engine INFO: Epoch: [77] [240/610] learning_rate: 0.203032 loss_vfl: 1.181336 loss_bbox: 0.554485 loss_dfl: 0.447912 loss: 2.189764 eta: 1 day, 13:08:38 batch_cost: 1.0423 data_cost: 0.0004 ips: 46.0523 images/s [03/12 18:02:17] ppdet.engine INFO: Epoch: [77] [260/610] learning_rate: 0.203002 loss_vfl: 1.022173 loss_bbox: 0.516504 loss_dfl: 0.421534 loss: 1.942239 eta: 1 day, 13:08:19 batch_cost: 1.0053 data_cost: 0.0004 ips: 47.7475 images/s [03/12 18:02:37] ppdet.engine INFO: Epoch: [77] [280/610] learning_rate: 0.202972 loss_vfl: 1.084167 loss_bbox: 0.506542 loss_dfl: 0.433343 loss: 2.036414 eta: 1 day, 13:07:52 batch_cost: 0.8597 data_cost: 0.0004 ips: 55.8308 images/s [03/12 18:02:59] ppdet.engine INFO: Epoch: [77] [300/610] learning_rate: 0.202942 loss_vfl: 1.121701 loss_bbox: 0.535032 loss_dfl: 0.438729 loss: 2.074809 eta: 1 day, 13:07:30 batch_cost: 0.9352 data_cost: 0.0004 ips: 51.3268 images/s [03/12 18:03:20] ppdet.engine INFO: Epoch: [77] [320/610] learning_rate: 0.202913 loss_vfl: 1.093381 loss_bbox: 0.512406 loss_dfl: 0.435304 loss: 2.042221 eta: 1 day, 13:07:07 batch_cost: 0.9262 data_cost: 0.0008 ips: 51.8271 images/s [03/12 18:03:41] ppdet.engine INFO: Epoch: [77] [340/610] learning_rate: 0.202883 loss_vfl: 1.077893 loss_bbox: 0.525222 loss_dfl: 0.434221 loss: 2.039493 eta: 1 day, 13:06:47 batch_cost: 0.9910 data_cost: 0.0004 ips: 48.4361 images/s [03/12 18:04:04] ppdet.engine INFO: Epoch: [77] [360/610] learning_rate: 0.202853 loss_vfl: 1.109599 loss_bbox: 0.520841 loss_dfl: 0.443994 loss: 2.096359 eta: 1 day, 13:06:29 batch_cost: 1.0112 data_cost: 0.0004 ips: 47.4704 images/s [03/12 18:04:26] ppdet.engine INFO: Epoch: [77] [380/610] learning_rate: 0.202823 loss_vfl: 1.004879 loss_bbox: 0.472475 loss_dfl: 0.389682 loss: 1.888893 eta: 1 day, 13:06:11 batch_cost: 1.0184 data_cost: 0.0004 ips: 47.1318 images/s [03/12 18:04:48] ppdet.engine INFO: Epoch: [77] [400/610] learning_rate: 0.202793 loss_vfl: 0.990382 loss_bbox: 0.480882 loss_dfl: 0.393885 loss: 1.819574 eta: 1 day, 13:05:50 batch_cost: 0.9510 data_cost: 0.0004 ips: 50.4745 images/s [03/12 18:05:10] ppdet.engine INFO: Epoch: [77] [420/610] learning_rate: 0.202763 loss_vfl: 1.036222 loss_bbox: 0.496987 loss_dfl: 0.403859 loss: 1.933375 eta: 1 day, 13:05:30 batch_cost: 0.9796 data_cost: 0.0014 ips: 48.9992 images/s [03/12 18:05:31] ppdet.engine INFO: Epoch: [77] [440/610] learning_rate: 0.202733 loss_vfl: 1.141182 loss_bbox: 0.542579 loss_dfl: 0.450787 loss: 2.118628 eta: 1 day, 13:05:08 batch_cost: 0.9407 data_cost: 0.0004 ips: 51.0271 images/s [03/12 18:05:53] ppdet.engine INFO: Epoch: [77] [460/610] learning_rate: 0.202704 loss_vfl: 1.009762 loss_bbox: 0.505623 loss_dfl: 0.412322 loss: 1.914171 eta: 1 day, 13:04:45 batch_cost: 0.9360 data_cost: 0.0004 ips: 51.2812 images/s [03/12 18:06:15] ppdet.engine INFO: Epoch: [77] [480/610] learning_rate: 0.202674 loss_vfl: 1.068289 loss_bbox: 0.489385 loss_dfl: 0.411700 loss: 1.980414 eta: 1 day, 13:04:23 batch_cost: 0.9354 data_cost: 0.0004 ips: 51.3131 images/s [03/12 18:06:36] ppdet.engine INFO: Epoch: [77] [500/610] learning_rate: 0.202644 loss_vfl: 1.113443 loss_bbox: 0.552294 loss_dfl: 0.465214 loss: 2.137496 eta: 1 day, 13:03:57 batch_cost: 0.8776 data_cost: 0.0004 ips: 54.6973 images/s [03/12 18:06:57] ppdet.engine INFO: Epoch: [77] [520/610] learning_rate: 0.202614 loss_vfl: 1.072422 loss_bbox: 0.487676 loss_dfl: 0.403670 loss: 1.955373 eta: 1 day, 13:03:36 batch_cost: 0.9586 data_cost: 0.0004 ips: 50.0721 images/s [03/12 18:07:18] ppdet.engine INFO: Epoch: [77] [540/610] learning_rate: 0.202584 loss_vfl: 1.036055 loss_bbox: 0.500421 loss_dfl: 0.407100 loss: 1.958545 eta: 1 day, 13:03:12 batch_cost: 0.9211 data_cost: 0.0011 ips: 52.1128 images/s [03/12 18:07:40] ppdet.engine INFO: Epoch: [77] [560/610] learning_rate: 0.202554 loss_vfl: 1.030906 loss_bbox: 0.479413 loss_dfl: 0.391922 loss: 1.882163 eta: 1 day, 13:02:51 batch_cost: 0.9570 data_cost: 0.0005 ips: 50.1549 images/s [03/12 18:08:02] ppdet.engine INFO: Epoch: [77] [580/610] learning_rate: 0.202524 loss_vfl: 1.106110 loss_bbox: 0.524009 loss_dfl: 0.436904 loss: 2.065189 eta: 1 day, 13:02:30 batch_cost: 0.9561 data_cost: 0.0004 ips: 50.2053 images/s [03/12 18:08:22] ppdet.engine INFO: Epoch: [77] [600/610] learning_rate: 0.202494 loss_vfl: 1.168288 loss_bbox: 0.536878 loss_dfl: 0.451533 loss: 2.145603 eta: 1 day, 13:02:08 batch_cost: 0.9414 data_cost: 0.0005 ips: 50.9852 images/s [03/12 18:08:40] ppdet.engine INFO: Epoch: [78] [ 0/610] learning_rate: 0.202479 loss_vfl: 1.098066 loss_bbox: 0.536878 loss_dfl: 0.427197 loss: 2.070455 eta: 1 day, 13:02:10 batch_cost: 1.1485 data_cost: 0.4554 ips: 41.7924 images/s [03/12 18:09:08] ppdet.engine INFO: Epoch: [78] [ 20/610] learning_rate: 0.202449 loss_vfl: 1.038407 loss_bbox: 0.486655 loss_dfl: 0.405612 loss: 1.923847 eta: 1 day, 13:02:07 batch_cost: 1.2817 data_cost: 0.0004 ips: 37.4495 images/s [03/12 18:09:30] ppdet.engine INFO: Epoch: [78] [ 40/610] learning_rate: 0.202419 loss_vfl: 1.066556 loss_bbox: 0.514089 loss_dfl: 0.415776 loss: 1.966889 eta: 1 day, 13:01:47 batch_cost: 0.9808 data_cost: 0.0004 ips: 48.9419 images/s [03/12 18:09:52] ppdet.engine INFO: Epoch: [78] [ 60/610] learning_rate: 0.202389 loss_vfl: 1.080498 loss_bbox: 0.509755 loss_dfl: 0.429201 loss: 2.033740 eta: 1 day, 13:01:26 batch_cost: 0.9562 data_cost: 0.0005 ips: 50.1971 images/s [03/12 18:10:14] ppdet.engine INFO: Epoch: [78] [ 80/610] learning_rate: 0.202359 loss_vfl: 1.009323 loss_bbox: 0.515300 loss_dfl: 0.418135 loss: 1.925327 eta: 1 day, 13:01:06 batch_cost: 0.9862 data_cost: 0.0008 ips: 48.6724 images/s [03/12 18:10:36] ppdet.engine INFO: Epoch: [78] [100/610] learning_rate: 0.202329 loss_vfl: 1.093940 loss_bbox: 0.501333 loss_dfl: 0.425743 loss: 2.043577 eta: 1 day, 13:00:45 batch_cost: 0.9594 data_cost: 0.0004 ips: 50.0337 images/s [03/12 18:10:58] ppdet.engine INFO: Epoch: [78] [120/610] learning_rate: 0.202299 loss_vfl: 1.061955 loss_bbox: 0.514823 loss_dfl: 0.420880 loss: 1.971472 eta: 1 day, 13:00:23 batch_cost: 0.9347 data_cost: 0.0004 ips: 51.3513 images/s [03/12 18:11:20] ppdet.engine INFO: Epoch: [78] [140/610] learning_rate: 0.202269 loss_vfl: 1.086988 loss_bbox: 0.559004 loss_dfl: 0.429558 loss: 2.060280 eta: 1 day, 13:00:04 batch_cost: 1.0083 data_cost: 0.0004 ips: 47.6060 images/s [03/12 18:11:42] ppdet.engine INFO: Epoch: [78] [160/610] learning_rate: 0.202239 loss_vfl: 1.076901 loss_bbox: 0.510440 loss_dfl: 0.424851 loss: 1.986398 eta: 1 day, 12:59:44 batch_cost: 0.9814 data_cost: 0.0010 ips: 48.9079 images/s [03/12 18:12:04] ppdet.engine INFO: Epoch: [78] [180/610] learning_rate: 0.202209 loss_vfl: 1.151144 loss_bbox: 0.553689 loss_dfl: 0.440138 loss: 2.153944 eta: 1 day, 12:59:25 batch_cost: 0.9886 data_cost: 0.0004 ips: 48.5559 images/s [03/12 18:12:26] ppdet.engine INFO: Epoch: [78] [200/610] learning_rate: 0.202179 loss_vfl: 1.042305 loss_bbox: 0.493604 loss_dfl: 0.408212 loss: 1.947355 eta: 1 day, 12:59:01 batch_cost: 0.9172 data_cost: 0.0004 ips: 52.3352 images/s [03/12 18:12:47] ppdet.engine INFO: Epoch: [78] [220/610] learning_rate: 0.202149 loss_vfl: 1.127499 loss_bbox: 0.545535 loss_dfl: 0.433882 loss: 2.093924 eta: 1 day, 12:58:39 batch_cost: 0.9364 data_cost: 0.0004 ips: 51.2601 images/s [03/12 18:13:09] ppdet.engine INFO: Epoch: [78] [240/610] learning_rate: 0.202119 loss_vfl: 1.126662 loss_bbox: 0.552371 loss_dfl: 0.452624 loss: 2.159498 eta: 1 day, 12:58:21 batch_cost: 1.0126 data_cost: 0.0009 ips: 47.4047 images/s [03/12 18:13:30] ppdet.engine INFO: Epoch: [78] [260/610] learning_rate: 0.202088 loss_vfl: 1.081819 loss_bbox: 0.513120 loss_dfl: 0.420684 loss: 1.984307 eta: 1 day, 12:57:59 batch_cost: 0.9519 data_cost: 0.0004 ips: 50.4263 images/s [03/12 18:13:51] ppdet.engine INFO: Epoch: [78] [280/610] learning_rate: 0.202058 loss_vfl: 1.097697 loss_bbox: 0.552431 loss_dfl: 0.433700 loss: 2.090542 eta: 1 day, 12:57:39 batch_cost: 0.9827 data_cost: 0.0004 ips: 48.8469 images/s [03/12 18:14:12] ppdet.engine INFO: Epoch: [78] [300/610] learning_rate: 0.202028 loss_vfl: 1.050755 loss_bbox: 0.496359 loss_dfl: 0.410504 loss: 1.958459 eta: 1 day, 12:57:18 batch_cost: 0.9515 data_cost: 0.0004 ips: 50.4466 images/s [03/12 18:14:35] ppdet.engine INFO: Epoch: [78] [320/610] learning_rate: 0.201998 loss_vfl: 1.061128 loss_bbox: 0.521090 loss_dfl: 0.421174 loss: 2.021280 eta: 1 day, 12:56:59 batch_cost: 1.0010 data_cost: 0.0004 ips: 47.9532 images/s [03/12 18:14:57] ppdet.engine INFO: Epoch: [78] [340/610] learning_rate: 0.201968 loss_vfl: 1.095089 loss_bbox: 0.514911 loss_dfl: 0.425126 loss: 2.023199 eta: 1 day, 12:56:41 batch_cost: 1.0061 data_cost: 0.0004 ips: 47.7096 images/s [03/12 18:15:19] ppdet.engine INFO: Epoch: [78] [360/610] learning_rate: 0.201938 loss_vfl: 1.073231 loss_bbox: 0.515313 loss_dfl: 0.425405 loss: 2.042928 eta: 1 day, 12:56:15 batch_cost: 0.8848 data_cost: 0.0004 ips: 54.2524 images/s [03/12 18:15:41] ppdet.engine INFO: Epoch: [78] [380/610] learning_rate: 0.201908 loss_vfl: 1.054147 loss_bbox: 0.532111 loss_dfl: 0.422278 loss: 2.000207 eta: 1 day, 12:55:55 batch_cost: 0.9791 data_cost: 0.0004 ips: 49.0256 images/s [03/12 18:16:02] ppdet.engine INFO: Epoch: [78] [400/610] learning_rate: 0.201878 loss_vfl: 1.055723 loss_bbox: 0.526764 loss_dfl: 0.430636 loss: 1.995128 eta: 1 day, 12:55:33 batch_cost: 0.9305 data_cost: 0.0004 ips: 51.5861 images/s [03/12 18:16:25] ppdet.engine INFO: Epoch: [78] [420/610] learning_rate: 0.201847 loss_vfl: 1.050024 loss_bbox: 0.508669 loss_dfl: 0.406574 loss: 1.967662 eta: 1 day, 12:55:14 batch_cost: 1.0027 data_cost: 0.0010 ips: 47.8694 images/s [03/12 18:16:47] ppdet.engine INFO: Epoch: [78] [440/610] learning_rate: 0.201817 loss_vfl: 1.036469 loss_bbox: 0.492966 loss_dfl: 0.411301 loss: 1.941227 eta: 1 day, 12:54:50 batch_cost: 0.9086 data_cost: 0.0004 ips: 52.8309 images/s [03/12 18:17:10] ppdet.engine INFO: Epoch: [78] [460/610] learning_rate: 0.201787 loss_vfl: 1.055796 loss_bbox: 0.503727 loss_dfl: 0.424701 loss: 1.960252 eta: 1 day, 12:54:29 batch_cost: 0.9684 data_cost: 0.0004 ips: 49.5646 images/s [03/12 18:17:32] ppdet.engine INFO: Epoch: [78] [480/610] learning_rate: 0.201757 loss_vfl: 1.037087 loss_bbox: 0.530900 loss_dfl: 0.424526 loss: 2.018938 eta: 1 day, 12:54:04 batch_cost: 0.8885 data_cost: 0.0004 ips: 54.0242 images/s [03/12 18:17:54] ppdet.engine INFO: Epoch: [78] [500/610] learning_rate: 0.201727 loss_vfl: 1.063753 loss_bbox: 0.483300 loss_dfl: 0.400597 loss: 1.946347 eta: 1 day, 12:53:45 batch_cost: 0.9886 data_cost: 0.0004 ips: 48.5539 images/s [03/12 18:18:16] ppdet.engine INFO: Epoch: [78] [520/610] learning_rate: 0.201696 loss_vfl: 1.099874 loss_bbox: 0.497793 loss_dfl: 0.422731 loss: 2.018394 eta: 1 day, 12:53:25 batch_cost: 0.9847 data_cost: 0.0004 ips: 48.7444 images/s [03/12 18:18:38] ppdet.engine INFO: Epoch: [78] [540/610] learning_rate: 0.201666 loss_vfl: 1.062492 loss_bbox: 0.541718 loss_dfl: 0.420457 loss: 2.012405 eta: 1 day, 12:53:07 batch_cost: 1.0075 data_cost: 0.0004 ips: 47.6412 images/s [03/12 18:19:00] ppdet.engine INFO: Epoch: [78] [560/610] learning_rate: 0.201636 loss_vfl: 1.099290 loss_bbox: 0.526499 loss_dfl: 0.431551 loss: 2.084169 eta: 1 day, 12:52:42 batch_cost: 0.9001 data_cost: 0.0006 ips: 53.3277 images/s [03/12 18:19:21] ppdet.engine INFO: Epoch: [78] [580/610] learning_rate: 0.201606 loss_vfl: 1.067260 loss_bbox: 0.524634 loss_dfl: 0.424213 loss: 2.023983 eta: 1 day, 12:52:21 batch_cost: 0.9556 data_cost: 0.0004 ips: 50.2302 images/s [03/12 18:19:41] ppdet.engine INFO: Epoch: [78] [600/610] learning_rate: 0.201575 loss_vfl: 1.048443 loss_bbox: 0.504409 loss_dfl: 0.414182 loss: 1.975684 eta: 1 day, 12:51:56 batch_cost: 0.8880 data_cost: 0.0005 ips: 54.0555 images/s [03/12 18:20:02] ppdet.engine INFO: Epoch: [79] [ 0/610] learning_rate: 0.201560 loss_vfl: 1.042742 loss_bbox: 0.532479 loss_dfl: 0.427933 loss: 2.010931 eta: 1 day, 12:52:07 batch_cost: 1.2992 data_cost: 0.4762 ips: 36.9463 images/s [03/12 18:20:28] ppdet.engine INFO: Epoch: [79] [ 20/610] learning_rate: 0.201530 loss_vfl: 1.048001 loss_bbox: 0.487182 loss_dfl: 0.412243 loss: 1.914565 eta: 1 day, 12:51:59 batch_cost: 1.1922 data_cost: 0.0004 ips: 40.2630 images/s [03/12 18:20:51] ppdet.engine INFO: Epoch: [79] [ 40/610] learning_rate: 0.201500 loss_vfl: 1.041373 loss_bbox: 0.500113 loss_dfl: 0.407917 loss: 1.949764 eta: 1 day, 12:51:43 batch_cost: 1.0439 data_cost: 0.0004 ips: 45.9798 images/s [03/12 18:21:13] ppdet.engine INFO: Epoch: [79] [ 60/610] learning_rate: 0.201469 loss_vfl: 1.102782 loss_bbox: 0.533047 loss_dfl: 0.447670 loss: 2.118222 eta: 1 day, 12:51:20 batch_cost: 0.9402 data_cost: 0.0004 ips: 51.0514 images/s [03/12 18:21:34] ppdet.engine INFO: Epoch: [79] [ 80/610] learning_rate: 0.201439 loss_vfl: 1.108695 loss_bbox: 0.504632 loss_dfl: 0.414472 loss: 2.046003 eta: 1 day, 12:50:56 batch_cost: 0.8993 data_cost: 0.0005 ips: 53.3727 images/s [03/12 18:21:56] ppdet.engine INFO: Epoch: [79] [100/610] learning_rate: 0.201409 loss_vfl: 1.005113 loss_bbox: 0.497935 loss_dfl: 0.402460 loss: 1.889830 eta: 1 day, 12:50:32 batch_cost: 0.9038 data_cost: 0.0004 ips: 53.1079 images/s [03/12 18:22:18] ppdet.engine INFO: Epoch: [79] [120/610] learning_rate: 0.201378 loss_vfl: 1.092713 loss_bbox: 0.524139 loss_dfl: 0.441933 loss: 2.054299 eta: 1 day, 12:50:11 batch_cost: 0.9593 data_cost: 0.0004 ips: 50.0377 images/s [03/12 18:22:41] ppdet.engine INFO: Epoch: [79] [140/610] learning_rate: 0.201348 loss_vfl: 1.100297 loss_bbox: 0.514851 loss_dfl: 0.425165 loss: 2.014769 eta: 1 day, 12:49:49 batch_cost: 0.9583 data_cost: 0.0004 ips: 50.0869 images/s [03/12 18:23:03] ppdet.engine INFO: Epoch: [79] [160/610] learning_rate: 0.201318 loss_vfl: 1.073442 loss_bbox: 0.500139 loss_dfl: 0.424337 loss: 1.993173 eta: 1 day, 12:49:28 batch_cost: 0.9451 data_cost: 0.0004 ips: 50.7900 images/s [03/12 18:23:24] ppdet.engine INFO: Epoch: [79] [180/610] learning_rate: 0.201287 loss_vfl: 1.093086 loss_bbox: 0.501657 loss_dfl: 0.414939 loss: 1.994372 eta: 1 day, 12:49:06 batch_cost: 0.9595 data_cost: 0.0004 ips: 50.0270 images/s [03/12 18:23:46] ppdet.engine INFO: Epoch: [79] [200/610] learning_rate: 0.201257 loss_vfl: 0.998998 loss_bbox: 0.480684 loss_dfl: 0.389978 loss: 1.860278 eta: 1 day, 12:48:45 batch_cost: 0.9479 data_cost: 0.0004 ips: 50.6372 images/s [03/12 18:24:08] ppdet.engine INFO: Epoch: [79] [220/610] learning_rate: 0.201227 loss_vfl: 1.064111 loss_bbox: 0.525195 loss_dfl: 0.422523 loss: 2.021236 eta: 1 day, 12:48:25 batch_cost: 0.9804 data_cost: 0.0010 ips: 48.9578 images/s [03/12 18:24:29] ppdet.engine INFO: Epoch: [79] [240/610] learning_rate: 0.201196 loss_vfl: 1.044216 loss_bbox: 0.510553 loss_dfl: 0.424880 loss: 1.967738 eta: 1 day, 12:48:04 batch_cost: 0.9661 data_cost: 0.0005 ips: 49.6825 images/s [03/12 18:24:51] ppdet.engine INFO: Epoch: [79] [260/610] learning_rate: 0.201166 loss_vfl: 1.126328 loss_bbox: 0.549138 loss_dfl: 0.461704 loss: 2.137170 eta: 1 day, 12:47:45 batch_cost: 0.9923 data_cost: 0.0004 ips: 48.3715 images/s [03/12 18:25:14] ppdet.engine INFO: Epoch: [79] [280/610] learning_rate: 0.201135 loss_vfl: 0.993862 loss_bbox: 0.500322 loss_dfl: 0.394097 loss: 1.855121 eta: 1 day, 12:47:28 batch_cost: 1.0406 data_cost: 0.0004 ips: 46.1252 images/s [03/12 18:25:37] ppdet.engine INFO: Epoch: [79] [300/610] learning_rate: 0.201105 loss_vfl: 1.071257 loss_bbox: 0.528234 loss_dfl: 0.435277 loss: 2.045303 eta: 1 day, 12:47:12 batch_cost: 1.0403 data_cost: 0.0004 ips: 46.1424 images/s [03/12 18:25:58] ppdet.engine INFO: Epoch: [79] [320/610] learning_rate: 0.201075 loss_vfl: 1.102537 loss_bbox: 0.515081 loss_dfl: 0.423556 loss: 2.048479 eta: 1 day, 12:46:49 batch_cost: 0.9368 data_cost: 0.0006 ips: 51.2379 images/s [03/12 18:26:20] ppdet.engine INFO: Epoch: [79] [340/610] learning_rate: 0.201044 loss_vfl: 1.042356 loss_bbox: 0.479456 loss_dfl: 0.405486 loss: 1.915995 eta: 1 day, 12:46:29 batch_cost: 0.9639 data_cost: 0.0005 ips: 49.7995 images/s [03/12 18:26:43] ppdet.engine INFO: Epoch: [79] [360/610] learning_rate: 0.201014 loss_vfl: 1.138322 loss_bbox: 0.542618 loss_dfl: 0.441205 loss: 2.137510 eta: 1 day, 12:46:12 batch_cost: 1.0344 data_cost: 0.0004 ips: 46.4053 images/s [03/12 18:27:04] ppdet.engine INFO: Epoch: [79] [380/610] learning_rate: 0.200983 loss_vfl: 1.114097 loss_bbox: 0.557967 loss_dfl: 0.437877 loss: 2.087785 eta: 1 day, 12:45:51 batch_cost: 0.9727 data_cost: 0.0004 ips: 49.3449 images/s [03/12 18:27:27] ppdet.engine INFO: Epoch: [79] [400/610] learning_rate: 0.200953 loss_vfl: 1.046139 loss_bbox: 0.484328 loss_dfl: 0.411210 loss: 1.926107 eta: 1 day, 12:45:32 batch_cost: 1.0001 data_cost: 0.0004 ips: 47.9956 images/s [03/12 18:27:49] ppdet.engine INFO: Epoch: [79] [420/610] learning_rate: 0.200922 loss_vfl: 1.052183 loss_bbox: 0.503805 loss_dfl: 0.408670 loss: 1.988837 eta: 1 day, 12:45:13 batch_cost: 0.9981 data_cost: 0.0004 ips: 48.0920 images/s [03/12 18:28:11] ppdet.engine INFO: Epoch: [79] [440/610] learning_rate: 0.200892 loss_vfl: 1.065664 loss_bbox: 0.515428 loss_dfl: 0.439527 loss: 1.993633 eta: 1 day, 12:44:57 batch_cost: 1.0430 data_cost: 0.0004 ips: 46.0214 images/s [03/12 18:28:33] ppdet.engine INFO: Epoch: [79] [460/610] learning_rate: 0.200861 loss_vfl: 1.065656 loss_bbox: 0.488364 loss_dfl: 0.422648 loss: 1.961235 eta: 1 day, 12:44:36 batch_cost: 0.9543 data_cost: 0.0004 ips: 50.2973 images/s [03/12 18:28:56] ppdet.engine INFO: Epoch: [79] [480/610] learning_rate: 0.200831 loss_vfl: 1.129148 loss_bbox: 0.542977 loss_dfl: 0.448803 loss: 2.111643 eta: 1 day, 12:44:16 batch_cost: 0.9916 data_cost: 0.0008 ips: 48.4055 images/s [03/12 18:29:18] ppdet.engine INFO: Epoch: [79] [500/610] learning_rate: 0.200800 loss_vfl: 1.053477 loss_bbox: 0.505151 loss_dfl: 0.416955 loss: 1.963795 eta: 1 day, 12:43:57 batch_cost: 0.9971 data_cost: 0.0004 ips: 48.1402 images/s [03/12 18:29:41] ppdet.engine INFO: Epoch: [79] [520/610] learning_rate: 0.200770 loss_vfl: 1.043222 loss_bbox: 0.494454 loss_dfl: 0.414591 loss: 1.909142 eta: 1 day, 12:43:42 batch_cost: 1.0588 data_cost: 0.0004 ips: 45.3356 images/s [03/12 18:30:03] ppdet.engine INFO: Epoch: [79] [540/610] learning_rate: 0.200739 loss_vfl: 1.048973 loss_bbox: 0.469526 loss_dfl: 0.405607 loss: 1.935133 eta: 1 day, 12:43:21 batch_cost: 0.9720 data_cost: 0.0008 ips: 49.3835 images/s [03/12 18:30:25] ppdet.engine INFO: Epoch: [79] [560/610] learning_rate: 0.200709 loss_vfl: 1.066966 loss_bbox: 0.487166 loss_dfl: 0.417638 loss: 1.963261 eta: 1 day, 12:43:00 batch_cost: 0.9613 data_cost: 0.0012 ips: 49.9336 images/s [03/12 18:30:46] ppdet.engine INFO: Epoch: [79] [580/610] learning_rate: 0.200678 loss_vfl: 1.159875 loss_bbox: 0.547568 loss_dfl: 0.440983 loss: 2.148508 eta: 1 day, 12:42:36 batch_cost: 0.8909 data_cost: 0.0004 ips: 53.8767 images/s [03/12 18:31:07] ppdet.engine INFO: Epoch: [79] [600/610] learning_rate: 0.200648 loss_vfl: 1.016654 loss_bbox: 0.518869 loss_dfl: 0.413415 loss: 1.965640 eta: 1 day, 12:42:13 batch_cost: 0.9333 data_cost: 0.0005 ips: 51.4319 images/s [03/12 18:31:17] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 18:31:17] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 18:31:18] ppdet.engine INFO: Eval iter: 0 [03/12 18:31:40] ppdet.engine INFO: Eval iter: 100 [03/12 18:31:49] ppdet.engine INFO: Eval iter: 200 [03/12 18:31:59] ppdet.engine INFO: Eval iter: 300 [03/12 18:32:09] ppdet.engine INFO: Eval iter: 400 [03/12 18:32:19] ppdet.engine INFO: Eval iter: 500 [03/12 18:32:28] ppdet.engine INFO: Eval iter: 600 [03/12 18:32:42] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.99s) creating index... index created! [03/12 18:32:43] 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=61.80s). Accumulating evaluation results... DONE (t=11.86s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.339 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.498 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.361 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.139 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.366 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.295 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.465 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.494 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.222 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.735 [03/12 18:34:04] ppdet.engine INFO: Total sample number: 4952, averge FPS: 66.69410681781528 [03/12 18:34:04] ppdet.engine INFO: Best test bbox ap is 0.339. [03/12 18:34:04] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 18:34:04] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 18:34:05] ppdet.engine INFO: Epoch: [80] [ 0/610] learning_rate: 0.200632 loss_vfl: 1.107911 loss_bbox: 0.539863 loss_dfl: 0.444761 loss: 2.093493 eta: 1 day, 12:41:49 batch_cost: 0.7129 data_cost: 0.0004 ips: 67.3277 images/s [03/12 18:34:28] ppdet.engine INFO: Epoch: [80] [ 20/610] learning_rate: 0.200602 loss_vfl: 1.066978 loss_bbox: 0.516141 loss_dfl: 0.416093 loss: 1.997763 eta: 1 day, 12:41:33 batch_cost: 1.0469 data_cost: 0.0006 ips: 45.8492 images/s [03/12 18:34:50] ppdet.engine INFO: Epoch: [80] [ 40/610] learning_rate: 0.200571 loss_vfl: 1.010243 loss_bbox: 0.468451 loss_dfl: 0.393840 loss: 1.874503 eta: 1 day, 12:41:13 batch_cost: 0.9885 data_cost: 0.0004 ips: 48.5604 images/s [03/12 18:35:13] ppdet.engine INFO: Epoch: [80] [ 60/610] learning_rate: 0.200541 loss_vfl: 1.069687 loss_bbox: 0.526029 loss_dfl: 0.420766 loss: 2.015078 eta: 1 day, 12:40:53 batch_cost: 0.9656 data_cost: 0.0004 ips: 49.7112 images/s [03/12 18:35:35] ppdet.engine INFO: Epoch: [80] [ 80/610] learning_rate: 0.200510 loss_vfl: 1.055168 loss_bbox: 0.516834 loss_dfl: 0.435351 loss: 1.991379 eta: 1 day, 12:40:31 batch_cost: 0.9554 data_cost: 0.0004 ips: 50.2419 images/s [03/12 18:35:57] ppdet.engine INFO: Epoch: [80] [100/610] learning_rate: 0.200480 loss_vfl: 1.054220 loss_bbox: 0.539226 loss_dfl: 0.434044 loss: 2.050019 eta: 1 day, 12:40:11 batch_cost: 0.9683 data_cost: 0.0004 ips: 49.5689 images/s [03/12 18:36:18] ppdet.engine INFO: Epoch: [80] [120/610] learning_rate: 0.200449 loss_vfl: 1.089338 loss_bbox: 0.506011 loss_dfl: 0.421398 loss: 2.032344 eta: 1 day, 12:39:46 batch_cost: 0.8920 data_cost: 0.0004 ips: 53.8140 images/s [03/12 18:36:39] ppdet.engine INFO: Epoch: [80] [140/610] learning_rate: 0.200418 loss_vfl: 1.058583 loss_bbox: 0.520772 loss_dfl: 0.423701 loss: 1.980106 eta: 1 day, 12:39:24 batch_cost: 0.9405 data_cost: 0.0004 ips: 51.0378 images/s [03/12 18:37:02] ppdet.engine INFO: Epoch: [80] [160/610] learning_rate: 0.200388 loss_vfl: 1.078974 loss_bbox: 0.501615 loss_dfl: 0.419440 loss: 2.016753 eta: 1 day, 12:39:06 batch_cost: 1.0211 data_cost: 0.0004 ips: 47.0092 images/s [03/12 18:37:23] ppdet.engine INFO: Epoch: [80] [180/610] learning_rate: 0.200357 loss_vfl: 1.090150 loss_bbox: 0.521649 loss_dfl: 0.426705 loss: 2.011598 eta: 1 day, 12:38:46 batch_cost: 0.9681 data_cost: 0.0004 ips: 49.5826 images/s [03/12 18:37:45] ppdet.engine INFO: Epoch: [80] [200/610] learning_rate: 0.200326 loss_vfl: 1.107597 loss_bbox: 0.534598 loss_dfl: 0.447109 loss: 2.110594 eta: 1 day, 12:38:27 batch_cost: 0.9956 data_cost: 0.0004 ips: 48.2099 images/s [03/12 18:38:06] ppdet.engine INFO: Epoch: [80] [220/610] learning_rate: 0.200296 loss_vfl: 1.064075 loss_bbox: 0.520829 loss_dfl: 0.436590 loss: 2.025969 eta: 1 day, 12:38:03 batch_cost: 0.9062 data_cost: 0.0004 ips: 52.9669 images/s [03/12 18:38:28] ppdet.engine INFO: Epoch: [80] [240/610] learning_rate: 0.200265 loss_vfl: 1.090538 loss_bbox: 0.539339 loss_dfl: 0.436483 loss: 2.045217 eta: 1 day, 12:37:40 batch_cost: 0.9318 data_cost: 0.0004 ips: 51.5137 images/s [03/12 18:38:50] ppdet.engine INFO: Epoch: [80] [260/610] learning_rate: 0.200234 loss_vfl: 1.083414 loss_bbox: 0.497559 loss_dfl: 0.414597 loss: 1.987267 eta: 1 day, 12:37:22 batch_cost: 1.0110 data_cost: 0.0004 ips: 47.4770 images/s [03/12 18:39:13] ppdet.engine INFO: Epoch: [80] [280/610] learning_rate: 0.200204 loss_vfl: 1.071703 loss_bbox: 0.508148 loss_dfl: 0.428928 loss: 2.030124 eta: 1 day, 12:37:03 batch_cost: 1.0060 data_cost: 0.0004 ips: 47.7128 images/s [03/12 18:39:35] ppdet.engine INFO: Epoch: [80] [300/610] learning_rate: 0.200173 loss_vfl: 1.058959 loss_bbox: 0.502849 loss_dfl: 0.415176 loss: 1.973739 eta: 1 day, 12:36:48 batch_cost: 1.0617 data_cost: 0.0010 ips: 45.2117 images/s [03/12 18:39:58] ppdet.engine INFO: Epoch: [80] [320/610] learning_rate: 0.200142 loss_vfl: 1.002202 loss_bbox: 0.476776 loss_dfl: 0.391868 loss: 1.898193 eta: 1 day, 12:36:28 batch_cost: 0.9865 data_cost: 0.0004 ips: 48.6556 images/s [03/12 18:40:19] ppdet.engine INFO: Epoch: [80] [340/610] learning_rate: 0.200111 loss_vfl: 1.082795 loss_bbox: 0.504181 loss_dfl: 0.428144 loss: 2.045156 eta: 1 day, 12:36:06 batch_cost: 0.9356 data_cost: 0.0004 ips: 51.3055 images/s [03/12 18:40:41] ppdet.engine INFO: Epoch: [80] [360/610] learning_rate: 0.200081 loss_vfl: 1.088898 loss_bbox: 0.515251 loss_dfl: 0.433125 loss: 2.020154 eta: 1 day, 12:35:46 batch_cost: 0.9752 data_cost: 0.0004 ips: 49.2189 images/s [03/12 18:41:02] ppdet.engine INFO: Epoch: [80] [380/610] learning_rate: 0.200050 loss_vfl: 1.084441 loss_bbox: 0.508362 loss_dfl: 0.424954 loss: 2.056026 eta: 1 day, 12:35:19 batch_cost: 0.8484 data_cost: 0.0004 ips: 56.5777 images/s [03/12 18:41:24] ppdet.engine INFO: Epoch: [80] [400/610] learning_rate: 0.200019 loss_vfl: 0.976317 loss_bbox: 0.487842 loss_dfl: 0.389192 loss: 1.828182 eta: 1 day, 12:34:59 batch_cost: 0.9929 data_cost: 0.0004 ips: 48.3412 images/s [03/12 18:41:46] ppdet.engine INFO: Epoch: [80] [420/610] learning_rate: 0.199989 loss_vfl: 1.073198 loss_bbox: 0.515261 loss_dfl: 0.414012 loss: 1.996078 eta: 1 day, 12:34:35 batch_cost: 0.8892 data_cost: 0.0004 ips: 53.9823 images/s [03/12 18:42:08] ppdet.engine INFO: Epoch: [80] [440/610] learning_rate: 0.199958 loss_vfl: 1.063922 loss_bbox: 0.504275 loss_dfl: 0.426241 loss: 2.004213 eta: 1 day, 12:34:17 batch_cost: 1.0199 data_cost: 0.0006 ips: 47.0625 images/s [03/12 18:42:30] ppdet.engine INFO: Epoch: [80] [460/610] learning_rate: 0.199927 loss_vfl: 1.059841 loss_bbox: 0.522931 loss_dfl: 0.429089 loss: 2.011117 eta: 1 day, 12:33:58 batch_cost: 1.0063 data_cost: 0.0004 ips: 47.7013 images/s [03/12 18:42:51] ppdet.engine INFO: Epoch: [80] [480/610] learning_rate: 0.199896 loss_vfl: 1.028464 loss_bbox: 0.501358 loss_dfl: 0.407542 loss: 1.912368 eta: 1 day, 12:33:37 batch_cost: 0.9458 data_cost: 0.0004 ips: 50.7518 images/s [03/12 18:43:12] ppdet.engine INFO: Epoch: [80] [500/610] learning_rate: 0.199865 loss_vfl: 1.084032 loss_bbox: 0.495095 loss_dfl: 0.417379 loss: 2.024233 eta: 1 day, 12:33:12 batch_cost: 0.8925 data_cost: 0.0004 ips: 53.7820 images/s [03/12 18:43:36] ppdet.engine INFO: Epoch: [80] [520/610] learning_rate: 0.199835 loss_vfl: 1.080711 loss_bbox: 0.517844 loss_dfl: 0.444755 loss: 2.001717 eta: 1 day, 12:32:55 batch_cost: 1.0294 data_cost: 0.0004 ips: 46.6305 images/s [03/12 18:43:58] ppdet.engine INFO: Epoch: [80] [540/610] learning_rate: 0.199804 loss_vfl: 1.151973 loss_bbox: 0.547081 loss_dfl: 0.441800 loss: 2.138246 eta: 1 day, 12:32:38 batch_cost: 1.0360 data_cost: 0.0004 ips: 46.3300 images/s [03/12 18:44:21] ppdet.engine INFO: Epoch: [80] [560/610] learning_rate: 0.199773 loss_vfl: 1.040226 loss_bbox: 0.480799 loss_dfl: 0.400844 loss: 1.923385 eta: 1 day, 12:32:23 batch_cost: 1.0810 data_cost: 0.0004 ips: 44.4032 images/s [03/12 18:44:43] ppdet.engine INFO: Epoch: [80] [580/610] learning_rate: 0.199742 loss_vfl: 1.088090 loss_bbox: 0.504896 loss_dfl: 0.428627 loss: 2.043188 eta: 1 day, 12:32:02 batch_cost: 0.9515 data_cost: 0.0004 ips: 50.4482 images/s [03/12 18:45:05] ppdet.engine INFO: Epoch: [80] [600/610] learning_rate: 0.199711 loss_vfl: 1.049366 loss_bbox: 0.520162 loss_dfl: 0.409338 loss: 1.967449 eta: 1 day, 12:31:40 batch_cost: 0.9340 data_cost: 0.0005 ips: 51.3896 images/s [03/12 18:45:26] ppdet.engine INFO: Epoch: [81] [ 0/610] learning_rate: 0.199696 loss_vfl: 1.030796 loss_bbox: 0.527192 loss_dfl: 0.416024 loss: 1.967449 eta: 1 day, 12:31:48 batch_cost: 1.3029 data_cost: 0.4031 ips: 36.8417 images/s [03/12 18:45:52] ppdet.engine INFO: Epoch: [81] [ 20/610] learning_rate: 0.199665 loss_vfl: 1.087513 loss_bbox: 0.519511 loss_dfl: 0.435998 loss: 2.064649 eta: 1 day, 12:31:40 batch_cost: 1.2011 data_cost: 0.0006 ips: 39.9644 images/s [03/12 18:46:15] ppdet.engine INFO: Epoch: [81] [ 40/610] learning_rate: 0.199634 loss_vfl: 1.044105 loss_bbox: 0.500316 loss_dfl: 0.415818 loss: 1.975449 eta: 1 day, 12:31:22 batch_cost: 1.0018 data_cost: 0.0004 ips: 47.9130 images/s [03/12 18:46:37] ppdet.engine INFO: Epoch: [81] [ 60/610] learning_rate: 0.199603 loss_vfl: 1.021523 loss_bbox: 0.514070 loss_dfl: 0.410785 loss: 1.964684 eta: 1 day, 12:31:00 batch_cost: 0.9503 data_cost: 0.0004 ips: 50.5102 images/s [03/12 18:46:58] ppdet.engine INFO: Epoch: [81] [ 80/610] learning_rate: 0.199572 loss_vfl: 1.086330 loss_bbox: 0.498944 loss_dfl: 0.427275 loss: 2.006256 eta: 1 day, 12:30:34 batch_cost: 0.8576 data_cost: 0.0004 ips: 55.9724 images/s [03/12 18:47:19] ppdet.engine INFO: Epoch: [81] [100/610] learning_rate: 0.199541 loss_vfl: 1.084823 loss_bbox: 0.524300 loss_dfl: 0.440874 loss: 2.068071 eta: 1 day, 12:30:09 batch_cost: 0.8852 data_cost: 0.0004 ips: 54.2256 images/s [03/12 18:47:43] ppdet.engine INFO: Epoch: [81] [120/610] learning_rate: 0.199511 loss_vfl: 1.045200 loss_bbox: 0.527398 loss_dfl: 0.423054 loss: 1.978243 eta: 1 day, 12:29:52 batch_cost: 1.0424 data_cost: 0.0004 ips: 46.0489 images/s [03/12 18:48:05] ppdet.engine INFO: Epoch: [81] [140/610] learning_rate: 0.199480 loss_vfl: 1.021790 loss_bbox: 0.494219 loss_dfl: 0.414053 loss: 1.937502 eta: 1 day, 12:29:32 batch_cost: 0.9843 data_cost: 0.0004 ips: 48.7669 images/s [03/12 18:48:27] ppdet.engine INFO: Epoch: [81] [160/610] learning_rate: 0.199449 loss_vfl: 1.102006 loss_bbox: 0.544419 loss_dfl: 0.449391 loss: 2.095382 eta: 1 day, 12:29:11 batch_cost: 0.9524 data_cost: 0.0004 ips: 50.4000 images/s [03/12 18:48:49] ppdet.engine INFO: Epoch: [81] [180/610] learning_rate: 0.199418 loss_vfl: 1.059274 loss_bbox: 0.518639 loss_dfl: 0.423597 loss: 1.990584 eta: 1 day, 12:28:47 batch_cost: 0.9054 data_cost: 0.0004 ips: 53.0164 images/s [03/12 18:49:11] ppdet.engine INFO: Epoch: [81] [200/610] learning_rate: 0.199387 loss_vfl: 1.025110 loss_bbox: 0.485563 loss_dfl: 0.401894 loss: 1.914555 eta: 1 day, 12:28:26 batch_cost: 0.9702 data_cost: 0.0006 ips: 49.4767 images/s [03/12 18:49:33] ppdet.engine INFO: Epoch: [81] [220/610] learning_rate: 0.199356 loss_vfl: 1.028423 loss_bbox: 0.499557 loss_dfl: 0.418065 loss: 1.945220 eta: 1 day, 12:28:05 batch_cost: 0.9550 data_cost: 0.0004 ips: 50.2604 images/s [03/12 18:49:56] ppdet.engine INFO: Epoch: [81] [240/610] learning_rate: 0.199325 loss_vfl: 0.984584 loss_bbox: 0.477306 loss_dfl: 0.395127 loss: 1.835843 eta: 1 day, 12:27:44 batch_cost: 0.9636 data_cost: 0.0004 ips: 49.8156 images/s [03/12 18:50:16] ppdet.engine INFO: Epoch: [81] [260/610] learning_rate: 0.199294 loss_vfl: 1.077370 loss_bbox: 0.486763 loss_dfl: 0.410396 loss: 1.968121 eta: 1 day, 12:27:18 batch_cost: 0.8671 data_cost: 0.0010 ips: 55.3601 images/s [03/12 18:50:38] ppdet.engine INFO: Epoch: [81] [280/610] learning_rate: 0.199263 loss_vfl: 1.062794 loss_bbox: 0.499025 loss_dfl: 0.417169 loss: 2.018015 eta: 1 day, 12:26:59 batch_cost: 0.9941 data_cost: 0.0008 ips: 48.2843 images/s [03/12 18:51:00] ppdet.engine INFO: Epoch: [81] [300/610] learning_rate: 0.199232 loss_vfl: 1.097689 loss_bbox: 0.519416 loss_dfl: 0.429255 loss: 2.054538 eta: 1 day, 12:26:40 batch_cost: 1.0015 data_cost: 0.0004 ips: 47.9277 images/s [03/12 18:51:23] ppdet.engine INFO: Epoch: [81] [320/610] learning_rate: 0.199201 loss_vfl: 1.054368 loss_bbox: 0.518369 loss_dfl: 0.420707 loss: 1.996748 eta: 1 day, 12:26:23 batch_cost: 1.0337 data_cost: 0.0004 ips: 46.4355 images/s [03/12 18:51:45] ppdet.engine INFO: Epoch: [81] [340/610] learning_rate: 0.199170 loss_vfl: 1.081937 loss_bbox: 0.511479 loss_dfl: 0.429997 loss: 2.018174 eta: 1 day, 12:26:03 batch_cost: 0.9608 data_cost: 0.0005 ips: 49.9604 images/s [03/12 18:52:08] ppdet.engine INFO: Epoch: [81] [360/610] learning_rate: 0.199139 loss_vfl: 1.053595 loss_bbox: 0.491773 loss_dfl: 0.425234 loss: 1.983741 eta: 1 day, 12:25:44 batch_cost: 0.9984 data_cost: 0.0004 ips: 48.0789 images/s [03/12 18:52:30] ppdet.engine INFO: Epoch: [81] [380/610] learning_rate: 0.199108 loss_vfl: 1.118891 loss_bbox: 0.544476 loss_dfl: 0.449861 loss: 2.136768 eta: 1 day, 12:25:26 batch_cost: 1.0272 data_cost: 0.0004 ips: 46.7312 images/s [03/12 18:52:53] ppdet.engine INFO: Epoch: [81] [400/610] learning_rate: 0.199077 loss_vfl: 1.068780 loss_bbox: 0.520881 loss_dfl: 0.421047 loss: 2.019611 eta: 1 day, 12:25:07 batch_cost: 0.9939 data_cost: 0.0007 ips: 48.2929 images/s [03/12 18:53:15] ppdet.engine INFO: Epoch: [81] [420/610] learning_rate: 0.199046 loss_vfl: 1.161444 loss_bbox: 0.569253 loss_dfl: 0.456590 loss: 2.215974 eta: 1 day, 12:24:43 batch_cost: 0.9004 data_cost: 0.0005 ips: 53.3088 images/s [03/12 18:53:36] ppdet.engine INFO: Epoch: [81] [440/610] learning_rate: 0.199015 loss_vfl: 1.063453 loss_bbox: 0.515788 loss_dfl: 0.424431 loss: 2.032758 eta: 1 day, 12:24:17 batch_cost: 0.8671 data_cost: 0.0004 ips: 55.3574 images/s [03/12 18:53:56] ppdet.engine INFO: Epoch: [81] [460/610] learning_rate: 0.198984 loss_vfl: 1.038419 loss_bbox: 0.521430 loss_dfl: 0.421520 loss: 1.986602 eta: 1 day, 12:23:54 batch_cost: 0.9269 data_cost: 0.0004 ips: 51.7877 images/s [03/12 18:54:17] ppdet.engine INFO: Epoch: [81] [480/610] learning_rate: 0.198953 loss_vfl: 1.061575 loss_bbox: 0.519544 loss_dfl: 0.431696 loss: 1.981798 eta: 1 day, 12:23:33 batch_cost: 0.9511 data_cost: 0.0004 ips: 50.4661 images/s [03/12 18:54:39] ppdet.engine INFO: Epoch: [81] [500/610] learning_rate: 0.198922 loss_vfl: 1.112530 loss_bbox: 0.568027 loss_dfl: 0.441363 loss: 2.104018 eta: 1 day, 12:23:12 batch_cost: 0.9699 data_cost: 0.0004 ips: 49.4884 images/s [03/12 18:55:01] ppdet.engine INFO: Epoch: [81] [520/610] learning_rate: 0.198890 loss_vfl: 1.093016 loss_bbox: 0.519689 loss_dfl: 0.429864 loss: 2.045757 eta: 1 day, 12:22:51 batch_cost: 0.9472 data_cost: 0.0004 ips: 50.6753 images/s [03/12 18:55:23] ppdet.engine INFO: Epoch: [81] [540/610] learning_rate: 0.198859 loss_vfl: 1.031238 loss_bbox: 0.476190 loss_dfl: 0.403629 loss: 1.927062 eta: 1 day, 12:22:31 batch_cost: 0.9831 data_cost: 0.0005 ips: 48.8249 images/s [03/12 18:55:45] ppdet.engine INFO: Epoch: [81] [560/610] learning_rate: 0.198828 loss_vfl: 1.138107 loss_bbox: 0.524164 loss_dfl: 0.420527 loss: 2.118772 eta: 1 day, 12:22:11 batch_cost: 0.9733 data_cost: 0.0004 ips: 49.3163 images/s [03/12 18:56:06] ppdet.engine INFO: Epoch: [81] [580/610] learning_rate: 0.198797 loss_vfl: 1.095413 loss_bbox: 0.518204 loss_dfl: 0.426674 loss: 2.022515 eta: 1 day, 12:21:47 batch_cost: 0.9086 data_cost: 0.0004 ips: 52.8263 images/s [03/12 18:56:27] ppdet.engine INFO: Epoch: [81] [600/610] learning_rate: 0.198766 loss_vfl: 1.106564 loss_bbox: 0.527565 loss_dfl: 0.427461 loss: 2.057216 eta: 1 day, 12:21:25 batch_cost: 0.9451 data_cost: 0.0006 ips: 50.7865 images/s [03/12 18:56:50] ppdet.engine INFO: Epoch: [82] [ 0/610] learning_rate: 0.198750 loss_vfl: 1.102421 loss_bbox: 0.528768 loss_dfl: 0.433845 loss: 2.086438 eta: 1 day, 12:21:37 batch_cost: 1.3965 data_cost: 0.6186 ips: 34.3723 images/s [03/12 18:57:15] ppdet.engine INFO: Epoch: [82] [ 20/610] learning_rate: 0.198719 loss_vfl: 1.103932 loss_bbox: 0.536181 loss_dfl: 0.446389 loss: 2.087299 eta: 1 day, 12:21:24 batch_cost: 1.1028 data_cost: 0.0004 ips: 43.5243 images/s [03/12 18:57:39] ppdet.engine INFO: Epoch: [82] [ 40/610] learning_rate: 0.198688 loss_vfl: 1.093902 loss_bbox: 0.523854 loss_dfl: 0.442486 loss: 2.065533 eta: 1 day, 12:21:08 batch_cost: 1.0684 data_cost: 0.0005 ips: 44.9284 images/s [03/12 18:57:59] ppdet.engine INFO: Epoch: [82] [ 60/610] learning_rate: 0.198657 loss_vfl: 1.085321 loss_bbox: 0.519653 loss_dfl: 0.425986 loss: 2.063384 eta: 1 day, 12:20:45 batch_cost: 0.9207 data_cost: 0.0004 ips: 52.1317 images/s [03/12 18:58:21] ppdet.engine INFO: Epoch: [82] [ 80/610] learning_rate: 0.198626 loss_vfl: 1.006768 loss_bbox: 0.481664 loss_dfl: 0.407409 loss: 1.882447 eta: 1 day, 12:20:25 batch_cost: 0.9617 data_cost: 0.0004 ips: 49.9106 images/s [03/12 18:58:43] ppdet.engine INFO: Epoch: [82] [100/610] learning_rate: 0.198595 loss_vfl: 1.052958 loss_bbox: 0.506346 loss_dfl: 0.414349 loss: 1.963743 eta: 1 day, 12:20:05 batch_cost: 0.9865 data_cost: 0.0004 ips: 48.6566 images/s [03/12 18:59:04] ppdet.engine INFO: Epoch: [82] [120/610] learning_rate: 0.198563 loss_vfl: 1.066611 loss_bbox: 0.496767 loss_dfl: 0.419264 loss: 1.974694 eta: 1 day, 12:19:41 batch_cost: 0.9096 data_cost: 0.0004 ips: 52.7677 images/s [03/12 18:59:26] ppdet.engine INFO: Epoch: [82] [140/610] learning_rate: 0.198532 loss_vfl: 1.066689 loss_bbox: 0.495062 loss_dfl: 0.419895 loss: 1.996666 eta: 1 day, 12:19:22 batch_cost: 1.0005 data_cost: 0.0004 ips: 47.9749 images/s [03/12 18:59:49] ppdet.engine INFO: Epoch: [82] [160/610] learning_rate: 0.198501 loss_vfl: 1.029995 loss_bbox: 0.480498 loss_dfl: 0.404490 loss: 1.931612 eta: 1 day, 12:19:03 batch_cost: 0.9798 data_cost: 0.0010 ips: 48.9875 images/s [03/12 19:00:10] ppdet.engine INFO: Epoch: [82] [180/610] learning_rate: 0.198470 loss_vfl: 1.137467 loss_bbox: 0.552195 loss_dfl: 0.440427 loss: 2.151196 eta: 1 day, 12:18:38 batch_cost: 0.8932 data_cost: 0.0005 ips: 53.7420 images/s [03/12 19:00:32] ppdet.engine INFO: Epoch: [82] [200/610] learning_rate: 0.198439 loss_vfl: 1.089662 loss_bbox: 0.521438 loss_dfl: 0.444150 loss: 2.043463 eta: 1 day, 12:18:19 batch_cost: 0.9899 data_cost: 0.0004 ips: 48.4887 images/s [03/12 19:00:54] ppdet.engine INFO: Epoch: [82] [220/610] learning_rate: 0.198407 loss_vfl: 1.063160 loss_bbox: 0.501464 loss_dfl: 0.419728 loss: 2.013791 eta: 1 day, 12:17:58 batch_cost: 0.9730 data_cost: 0.0004 ips: 49.3307 images/s [03/12 19:01:14] ppdet.engine INFO: Epoch: [82] [240/610] learning_rate: 0.198376 loss_vfl: 1.066411 loss_bbox: 0.525186 loss_dfl: 0.435646 loss: 2.005706 eta: 1 day, 12:17:33 batch_cost: 0.8840 data_cost: 0.0004 ips: 54.2975 images/s [03/12 19:01:37] ppdet.engine INFO: Epoch: [82] [260/610] learning_rate: 0.198345 loss_vfl: 1.102676 loss_bbox: 0.522750 loss_dfl: 0.425884 loss: 2.006874 eta: 1 day, 12:17:15 batch_cost: 1.0107 data_cost: 0.0004 ips: 47.4906 images/s [03/12 19:02:00] ppdet.engine INFO: Epoch: [82] [280/610] learning_rate: 0.198314 loss_vfl: 1.069067 loss_bbox: 0.533688 loss_dfl: 0.435697 loss: 2.035832 eta: 1 day, 12:16:59 batch_cost: 1.0566 data_cost: 0.0004 ips: 45.4276 images/s [03/12 19:02:22] ppdet.engine INFO: Epoch: [82] [300/610] learning_rate: 0.198282 loss_vfl: 1.094693 loss_bbox: 0.543977 loss_dfl: 0.444274 loss: 2.089615 eta: 1 day, 12:16:39 batch_cost: 0.9814 data_cost: 0.0004 ips: 48.9088 images/s [03/12 19:02:44] ppdet.engine INFO: Epoch: [82] [320/610] learning_rate: 0.198251 loss_vfl: 0.968081 loss_bbox: 0.471234 loss_dfl: 0.386755 loss: 1.844386 eta: 1 day, 12:16:18 batch_cost: 0.9567 data_cost: 0.0011 ips: 50.1713 images/s [03/12 19:03:05] ppdet.engine INFO: Epoch: [82] [340/610] learning_rate: 0.198220 loss_vfl: 0.997357 loss_bbox: 0.458178 loss_dfl: 0.385458 loss: 1.834285 eta: 1 day, 12:15:56 batch_cost: 0.9374 data_cost: 0.0004 ips: 51.2031 images/s [03/12 19:03:28] ppdet.engine INFO: Epoch: [82] [360/610] learning_rate: 0.198188 loss_vfl: 1.124511 loss_bbox: 0.537790 loss_dfl: 0.439713 loss: 2.100908 eta: 1 day, 12:15:38 batch_cost: 1.0132 data_cost: 0.0004 ips: 47.3752 images/s [03/12 19:03:50] ppdet.engine INFO: Epoch: [82] [380/610] learning_rate: 0.198157 loss_vfl: 1.041501 loss_bbox: 0.506043 loss_dfl: 0.420062 loss: 1.987049 eta: 1 day, 12:15:17 batch_cost: 0.9560 data_cost: 0.0004 ips: 50.2107 images/s [03/12 19:04:12] ppdet.engine INFO: Epoch: [82] [400/610] learning_rate: 0.198126 loss_vfl: 1.074183 loss_bbox: 0.500285 loss_dfl: 0.418531 loss: 1.994749 eta: 1 day, 12:15:00 batch_cost: 1.0340 data_cost: 0.0004 ips: 46.4201 images/s [03/12 19:04:35] ppdet.engine INFO: Epoch: [82] [420/610] learning_rate: 0.198094 loss_vfl: 1.067010 loss_bbox: 0.502472 loss_dfl: 0.420289 loss: 2.006344 eta: 1 day, 12:14:43 batch_cost: 1.0440 data_cost: 0.0005 ips: 45.9780 images/s [03/12 19:04:58] ppdet.engine INFO: Epoch: [82] [440/610] learning_rate: 0.198063 loss_vfl: 1.039493 loss_bbox: 0.511135 loss_dfl: 0.415721 loss: 1.968125 eta: 1 day, 12:14:27 batch_cost: 1.0475 data_cost: 0.0005 ips: 45.8255 images/s [03/12 19:05:21] ppdet.engine INFO: Epoch: [82] [460/610] learning_rate: 0.198032 loss_vfl: 1.057158 loss_bbox: 0.498501 loss_dfl: 0.421980 loss: 1.995501 eta: 1 day, 12:14:08 batch_cost: 1.0068 data_cost: 0.0004 ips: 47.6751 images/s [03/12 19:05:43] ppdet.engine INFO: Epoch: [82] [480/610] learning_rate: 0.198000 loss_vfl: 1.011634 loss_bbox: 0.497858 loss_dfl: 0.397651 loss: 1.901218 eta: 1 day, 12:13:46 batch_cost: 0.9363 data_cost: 0.0004 ips: 51.2635 images/s [03/12 19:06:06] ppdet.engine INFO: Epoch: [82] [500/610] learning_rate: 0.197969 loss_vfl: 1.058178 loss_bbox: 0.499149 loss_dfl: 0.416235 loss: 1.976964 eta: 1 day, 12:13:29 batch_cost: 1.0353 data_cost: 0.0004 ips: 46.3634 images/s [03/12 19:06:28] ppdet.engine INFO: Epoch: [82] [520/610] learning_rate: 0.197938 loss_vfl: 1.060201 loss_bbox: 0.491988 loss_dfl: 0.411269 loss: 1.964419 eta: 1 day, 12:13:12 batch_cost: 1.0451 data_cost: 0.0004 ips: 45.9289 images/s [03/12 19:06:50] ppdet.engine INFO: Epoch: [82] [540/610] learning_rate: 0.197906 loss_vfl: 1.027291 loss_bbox: 0.488800 loss_dfl: 0.409714 loss: 1.922335 eta: 1 day, 12:12:53 batch_cost: 0.9923 data_cost: 0.0004 ips: 48.3740 images/s [03/12 19:07:12] ppdet.engine INFO: Epoch: [82] [560/610] learning_rate: 0.197875 loss_vfl: 1.042147 loss_bbox: 0.491427 loss_dfl: 0.410786 loss: 1.939448 eta: 1 day, 12:12:32 batch_cost: 0.9547 data_cost: 0.0008 ips: 50.2789 images/s [03/12 19:07:34] ppdet.engine INFO: Epoch: [82] [580/610] learning_rate: 0.197844 loss_vfl: 1.135354 loss_bbox: 0.505429 loss_dfl: 0.417562 loss: 2.079162 eta: 1 day, 12:12:14 batch_cost: 1.0180 data_cost: 0.0010 ips: 47.1528 images/s [03/12 19:07:55] ppdet.engine INFO: Epoch: [82] [600/610] learning_rate: 0.197812 loss_vfl: 1.046221 loss_bbox: 0.501191 loss_dfl: 0.426093 loss: 1.960366 eta: 1 day, 12:11:55 batch_cost: 1.0005 data_cost: 0.0010 ips: 47.9743 images/s [03/12 19:08:14] ppdet.engine INFO: Epoch: [83] [ 0/610] learning_rate: 0.197796 loss_vfl: 1.094918 loss_bbox: 0.534504 loss_dfl: 0.427408 loss: 2.012455 eta: 1 day, 12:11:56 batch_cost: 1.1592 data_cost: 0.4109 ips: 41.4070 images/s [03/12 19:08:41] ppdet.engine INFO: Epoch: [83] [ 20/610] learning_rate: 0.197765 loss_vfl: 1.082444 loss_bbox: 0.505358 loss_dfl: 0.419996 loss: 2.008957 eta: 1 day, 12:11:45 batch_cost: 1.1454 data_cost: 0.0004 ips: 41.9069 images/s [03/12 19:09:03] ppdet.engine INFO: Epoch: [83] [ 40/610] learning_rate: 0.197734 loss_vfl: 0.998049 loss_bbox: 0.501487 loss_dfl: 0.416161 loss: 1.931259 eta: 1 day, 12:11:25 batch_cost: 0.9759 data_cost: 0.0004 ips: 49.1878 images/s [03/12 19:09:25] ppdet.engine INFO: Epoch: [83] [ 60/610] learning_rate: 0.197702 loss_vfl: 1.032391 loss_bbox: 0.505061 loss_dfl: 0.427893 loss: 1.967947 eta: 1 day, 12:11:06 batch_cost: 1.0065 data_cost: 0.0004 ips: 47.6904 images/s [03/12 19:09:46] ppdet.engine INFO: Epoch: [83] [ 80/610] learning_rate: 0.197671 loss_vfl: 1.078118 loss_bbox: 0.533947 loss_dfl: 0.430713 loss: 2.053801 eta: 1 day, 12:10:45 batch_cost: 0.9588 data_cost: 0.0004 ips: 50.0630 images/s [03/12 19:10:06] ppdet.engine INFO: Epoch: [83] [100/610] learning_rate: 0.197639 loss_vfl: 1.072724 loss_bbox: 0.522059 loss_dfl: 0.415984 loss: 2.026829 eta: 1 day, 12:10:22 batch_cost: 0.9064 data_cost: 0.0004 ips: 52.9581 images/s [03/12 19:10:28] ppdet.engine INFO: Epoch: [83] [120/610] learning_rate: 0.197608 loss_vfl: 1.089522 loss_bbox: 0.532633 loss_dfl: 0.432051 loss: 2.035807 eta: 1 day, 12:10:03 batch_cost: 1.0099 data_cost: 0.0004 ips: 47.5290 images/s [03/12 19:10:51] ppdet.engine INFO: Epoch: [83] [140/610] learning_rate: 0.197576 loss_vfl: 1.033582 loss_bbox: 0.523710 loss_dfl: 0.424257 loss: 1.982960 eta: 1 day, 12:09:45 batch_cost: 1.0156 data_cost: 0.0004 ips: 47.2641 images/s [03/12 19:11:13] ppdet.engine INFO: Epoch: [83] [160/610] learning_rate: 0.197545 loss_vfl: 1.047941 loss_bbox: 0.520607 loss_dfl: 0.419121 loss: 1.990569 eta: 1 day, 12:09:25 batch_cost: 0.9655 data_cost: 0.0009 ips: 49.7133 images/s [03/12 19:11:36] ppdet.engine INFO: Epoch: [83] [180/610] learning_rate: 0.197513 loss_vfl: 1.123685 loss_bbox: 0.538505 loss_dfl: 0.439824 loss: 2.076495 eta: 1 day, 12:09:06 batch_cost: 1.0139 data_cost: 0.0004 ips: 47.3402 images/s [03/12 19:11:58] ppdet.engine INFO: Epoch: [83] [200/610] learning_rate: 0.197482 loss_vfl: 1.063173 loss_bbox: 0.504923 loss_dfl: 0.424301 loss: 2.015177 eta: 1 day, 12:08:48 batch_cost: 1.0152 data_cost: 0.0004 ips: 47.2798 images/s [03/12 19:12:20] ppdet.engine INFO: Epoch: [83] [220/610] learning_rate: 0.197450 loss_vfl: 1.118906 loss_bbox: 0.538035 loss_dfl: 0.445162 loss: 2.101701 eta: 1 day, 12:08:32 batch_cost: 1.0472 data_cost: 0.0004 ips: 45.8373 images/s [03/12 19:12:43] ppdet.engine INFO: Epoch: [83] [240/610] learning_rate: 0.197419 loss_vfl: 1.087583 loss_bbox: 0.490862 loss_dfl: 0.417493 loss: 2.005565 eta: 1 day, 12:08:15 batch_cost: 1.0309 data_cost: 0.0005 ips: 46.5593 images/s [03/12 19:13:04] ppdet.engine INFO: Epoch: [83] [260/610] learning_rate: 0.197387 loss_vfl: 1.093747 loss_bbox: 0.505492 loss_dfl: 0.434257 loss: 2.034794 eta: 1 day, 12:07:52 batch_cost: 0.9352 data_cost: 0.0005 ips: 51.3264 images/s [03/12 19:13:27] ppdet.engine INFO: Epoch: [83] [280/610] learning_rate: 0.197356 loss_vfl: 1.106764 loss_bbox: 0.527100 loss_dfl: 0.423392 loss: 2.030587 eta: 1 day, 12:07:33 batch_cost: 0.9984 data_cost: 0.0004 ips: 48.0781 images/s [03/12 19:13:50] ppdet.engine INFO: Epoch: [83] [300/610] learning_rate: 0.197324 loss_vfl: 1.001501 loss_bbox: 0.484504 loss_dfl: 0.395890 loss: 1.891220 eta: 1 day, 12:07:17 batch_cost: 1.0454 data_cost: 0.0004 ips: 45.9157 images/s [03/12 19:14:11] ppdet.engine INFO: Epoch: [83] [320/610] learning_rate: 0.197292 loss_vfl: 1.109824 loss_bbox: 0.559661 loss_dfl: 0.455170 loss: 2.089462 eta: 1 day, 12:06:53 batch_cost: 0.9037 data_cost: 0.0004 ips: 53.1158 images/s [03/12 19:14:32] ppdet.engine INFO: Epoch: [83] [340/610] learning_rate: 0.197261 loss_vfl: 1.117669 loss_bbox: 0.531495 loss_dfl: 0.446853 loss: 2.097874 eta: 1 day, 12:06:32 batch_cost: 0.9610 data_cost: 0.0004 ips: 49.9504 images/s [03/12 19:14:54] ppdet.engine INFO: Epoch: [83] [360/610] learning_rate: 0.197229 loss_vfl: 1.037193 loss_bbox: 0.505818 loss_dfl: 0.409609 loss: 1.939476 eta: 1 day, 12:06:10 batch_cost: 0.9426 data_cost: 0.0004 ips: 50.9254 images/s [03/12 19:15:15] ppdet.engine INFO: Epoch: [83] [380/610] learning_rate: 0.197198 loss_vfl: 1.083171 loss_bbox: 0.517206 loss_dfl: 0.416499 loss: 2.029887 eta: 1 day, 12:05:47 batch_cost: 0.9258 data_cost: 0.0004 ips: 51.8481 images/s [03/12 19:15:37] ppdet.engine INFO: Epoch: [83] [400/610] learning_rate: 0.197166 loss_vfl: 1.120056 loss_bbox: 0.540172 loss_dfl: 0.435813 loss: 2.109882 eta: 1 day, 12:05:29 batch_cost: 1.0047 data_cost: 0.0004 ips: 47.7748 images/s [03/12 19:15:59] ppdet.engine INFO: Epoch: [83] [420/610] learning_rate: 0.197135 loss_vfl: 1.071454 loss_bbox: 0.484388 loss_dfl: 0.418384 loss: 1.965463 eta: 1 day, 12:05:06 batch_cost: 0.9342 data_cost: 0.0011 ips: 51.3807 images/s [03/12 19:16:21] ppdet.engine INFO: Epoch: [83] [440/610] learning_rate: 0.197103 loss_vfl: 1.024531 loss_bbox: 0.482895 loss_dfl: 0.401892 loss: 1.889145 eta: 1 day, 12:04:45 batch_cost: 0.9567 data_cost: 0.0005 ips: 50.1729 images/s [03/12 19:16:44] ppdet.engine INFO: Epoch: [83] [460/610] learning_rate: 0.197071 loss_vfl: 1.137125 loss_bbox: 0.524553 loss_dfl: 0.424738 loss: 2.089651 eta: 1 day, 12:04:24 batch_cost: 0.9517 data_cost: 0.0033 ips: 50.4353 images/s [03/12 19:17:06] ppdet.engine INFO: Epoch: [83] [480/610] learning_rate: 0.197040 loss_vfl: 1.098224 loss_bbox: 0.520479 loss_dfl: 0.447212 loss: 2.094877 eta: 1 day, 12:04:04 batch_cost: 0.9871 data_cost: 0.0004 ips: 48.6250 images/s [03/12 19:17:28] ppdet.engine INFO: Epoch: [83] [500/610] learning_rate: 0.197008 loss_vfl: 1.110784 loss_bbox: 0.538830 loss_dfl: 0.443123 loss: 2.091820 eta: 1 day, 12:03:43 batch_cost: 0.9517 data_cost: 0.0004 ips: 50.4367 images/s [03/12 19:17:49] ppdet.engine INFO: Epoch: [83] [520/610] learning_rate: 0.196976 loss_vfl: 1.024471 loss_bbox: 0.507389 loss_dfl: 0.418687 loss: 1.960064 eta: 1 day, 12:03:20 batch_cost: 0.9213 data_cost: 0.0005 ips: 52.1005 images/s [03/12 19:18:12] ppdet.engine INFO: Epoch: [83] [540/610] learning_rate: 0.196945 loss_vfl: 1.118433 loss_bbox: 0.551541 loss_dfl: 0.447081 loss: 2.088611 eta: 1 day, 12:03:03 batch_cost: 1.0263 data_cost: 0.0004 ips: 46.7721 images/s [03/12 19:18:34] ppdet.engine INFO: Epoch: [83] [560/610] learning_rate: 0.196913 loss_vfl: 1.083565 loss_bbox: 0.534915 loss_dfl: 0.422545 loss: 2.035964 eta: 1 day, 12:02:43 batch_cost: 0.9870 data_cost: 0.0004 ips: 48.6333 images/s [03/12 19:18:56] ppdet.engine INFO: Epoch: [83] [580/610] learning_rate: 0.196881 loss_vfl: 1.059833 loss_bbox: 0.514137 loss_dfl: 0.426547 loss: 2.012157 eta: 1 day, 12:02:21 batch_cost: 0.9313 data_cost: 0.0004 ips: 51.5414 images/s [03/12 19:19:18] ppdet.engine INFO: Epoch: [83] [600/610] learning_rate: 0.196850 loss_vfl: 1.057922 loss_bbox: 0.508298 loss_dfl: 0.430967 loss: 2.012864 eta: 1 day, 12:02:02 batch_cost: 1.0090 data_cost: 0.0005 ips: 47.5719 images/s [03/12 19:19:39] ppdet.engine INFO: Epoch: [84] [ 0/610] learning_rate: 0.196834 loss_vfl: 1.092056 loss_bbox: 0.511660 loss_dfl: 0.428217 loss: 2.036777 eta: 1 day, 12:02:10 batch_cost: 1.3197 data_cost: 0.5138 ips: 36.3724 images/s [03/12 19:20:03] ppdet.engine INFO: Epoch: [84] [ 20/610] learning_rate: 0.196802 loss_vfl: 1.022676 loss_bbox: 0.502476 loss_dfl: 0.410207 loss: 1.942305 eta: 1 day, 12:01:54 batch_cost: 1.0472 data_cost: 0.0004 ips: 45.8379 images/s [03/12 19:20:24] ppdet.engine INFO: Epoch: [84] [ 40/610] learning_rate: 0.196770 loss_vfl: 1.044611 loss_bbox: 0.519062 loss_dfl: 0.421510 loss: 1.970305 eta: 1 day, 12:01:34 batch_cost: 0.9712 data_cost: 0.0004 ips: 49.4244 images/s [03/12 19:20:46] ppdet.engine INFO: Epoch: [84] [ 60/610] learning_rate: 0.196739 loss_vfl: 1.058780 loss_bbox: 0.496713 loss_dfl: 0.421432 loss: 1.961321 eta: 1 day, 12:01:13 batch_cost: 0.9697 data_cost: 0.0004 ips: 49.5016 images/s [03/12 19:21:09] ppdet.engine INFO: Epoch: [84] [ 80/610] learning_rate: 0.196707 loss_vfl: 1.040706 loss_bbox: 0.514679 loss_dfl: 0.427701 loss: 1.964311 eta: 1 day, 12:00:55 batch_cost: 1.0198 data_cost: 0.0004 ips: 47.0691 images/s [03/12 19:21:31] ppdet.engine INFO: Epoch: [84] [100/610] learning_rate: 0.196675 loss_vfl: 1.051517 loss_bbox: 0.499337 loss_dfl: 0.412471 loss: 2.016780 eta: 1 day, 12:00:36 batch_cost: 0.9859 data_cost: 0.0012 ips: 48.6854 images/s [03/12 19:21:53] ppdet.engine INFO: Epoch: [84] [120/610] learning_rate: 0.196643 loss_vfl: 1.051098 loss_bbox: 0.490353 loss_dfl: 0.407191 loss: 1.957339 eta: 1 day, 12:00:16 batch_cost: 0.9913 data_cost: 0.0004 ips: 48.4233 images/s [03/12 19:22:15] ppdet.engine INFO: Epoch: [84] [140/610] learning_rate: 0.196612 loss_vfl: 1.036461 loss_bbox: 0.519371 loss_dfl: 0.420690 loss: 1.975719 eta: 1 day, 11:59:58 batch_cost: 1.0186 data_cost: 0.0004 ips: 47.1218 images/s [03/12 19:22:38] ppdet.engine INFO: Epoch: [84] [160/610] learning_rate: 0.196580 loss_vfl: 1.069862 loss_bbox: 0.520220 loss_dfl: 0.419912 loss: 2.006289 eta: 1 day, 11:59:40 batch_cost: 1.0194 data_cost: 0.0004 ips: 47.0878 images/s [03/12 19:23:00] ppdet.engine INFO: Epoch: [84] [180/610] learning_rate: 0.196548 loss_vfl: 1.070775 loss_bbox: 0.513557 loss_dfl: 0.427953 loss: 1.996795 eta: 1 day, 11:59:21 batch_cost: 0.9915 data_cost: 0.0017 ips: 48.4135 images/s [03/12 19:23:22] ppdet.engine INFO: Epoch: [84] [200/610] learning_rate: 0.196516 loss_vfl: 1.042866 loss_bbox: 0.488152 loss_dfl: 0.411610 loss: 1.926533 eta: 1 day, 11:58:58 batch_cost: 0.9287 data_cost: 0.0004 ips: 51.6829 images/s [03/12 19:23:43] ppdet.engine INFO: Epoch: [84] [220/610] learning_rate: 0.196485 loss_vfl: 1.048252 loss_bbox: 0.516388 loss_dfl: 0.415907 loss: 1.987279 eta: 1 day, 11:58:36 batch_cost: 0.9310 data_cost: 0.0004 ips: 51.5556 images/s [03/12 19:24:05] ppdet.engine INFO: Epoch: [84] [240/610] learning_rate: 0.196453 loss_vfl: 1.052284 loss_bbox: 0.505414 loss_dfl: 0.413429 loss: 1.978372 eta: 1 day, 11:58:17 batch_cost: 1.0022 data_cost: 0.0004 ips: 47.8947 images/s [03/12 19:24:28] ppdet.engine INFO: Epoch: [84] [260/610] learning_rate: 0.196421 loss_vfl: 1.090615 loss_bbox: 0.508282 loss_dfl: 0.416741 loss: 1.999313 eta: 1 day, 11:58:01 batch_cost: 1.0572 data_cost: 0.0004 ips: 45.4034 images/s [03/12 19:24:49] ppdet.engine INFO: Epoch: [84] [280/610] learning_rate: 0.196389 loss_vfl: 1.070144 loss_bbox: 0.505441 loss_dfl: 0.429458 loss: 2.004265 eta: 1 day, 11:57:40 batch_cost: 0.9585 data_cost: 0.0004 ips: 50.0761 images/s [03/12 19:25:11] ppdet.engine INFO: Epoch: [84] [300/610] learning_rate: 0.196357 loss_vfl: 1.138724 loss_bbox: 0.553289 loss_dfl: 0.452596 loss: 2.143445 eta: 1 day, 11:57:19 batch_cost: 0.9620 data_cost: 0.0004 ips: 49.8942 images/s [03/12 19:25:32] ppdet.engine INFO: Epoch: [84] [320/610] learning_rate: 0.196325 loss_vfl: 1.091261 loss_bbox: 0.520734 loss_dfl: 0.428218 loss: 2.033465 eta: 1 day, 11:56:58 batch_cost: 0.9507 data_cost: 0.0004 ips: 50.4870 images/s [03/12 19:25:53] ppdet.engine INFO: Epoch: [84] [340/610] learning_rate: 0.196294 loss_vfl: 1.088979 loss_bbox: 0.532699 loss_dfl: 0.437182 loss: 2.052341 eta: 1 day, 11:56:35 batch_cost: 0.9278 data_cost: 0.0004 ips: 51.7355 images/s [03/12 19:26:17] ppdet.engine INFO: Epoch: [84] [360/610] learning_rate: 0.196262 loss_vfl: 1.108339 loss_bbox: 0.537540 loss_dfl: 0.438114 loss: 2.094913 eta: 1 day, 11:56:17 batch_cost: 1.0170 data_cost: 0.0004 ips: 47.1968 images/s [03/12 19:26:40] ppdet.engine INFO: Epoch: [84] [380/610] learning_rate: 0.196230 loss_vfl: 1.035251 loss_bbox: 0.493739 loss_dfl: 0.399267 loss: 1.918798 eta: 1 day, 11:55:59 batch_cost: 1.0189 data_cost: 0.0004 ips: 47.1083 images/s [03/12 19:27:01] ppdet.engine INFO: Epoch: [84] [400/610] learning_rate: 0.196198 loss_vfl: 1.062923 loss_bbox: 0.513975 loss_dfl: 0.427808 loss: 1.993180 eta: 1 day, 11:55:39 batch_cost: 0.9784 data_cost: 0.0004 ips: 49.0598 images/s [03/12 19:27:22] ppdet.engine INFO: Epoch: [84] [420/610] learning_rate: 0.196166 loss_vfl: 1.000764 loss_bbox: 0.465837 loss_dfl: 0.395918 loss: 1.843786 eta: 1 day, 11:55:18 batch_cost: 0.9481 data_cost: 0.0004 ips: 50.6283 images/s [03/12 19:27:44] ppdet.engine INFO: Epoch: [84] [440/610] learning_rate: 0.196134 loss_vfl: 1.078255 loss_bbox: 0.522976 loss_dfl: 0.423700 loss: 2.012588 eta: 1 day, 11:54:59 batch_cost: 0.9941 data_cost: 0.0010 ips: 48.2849 images/s [03/12 19:28:06] ppdet.engine INFO: Epoch: [84] [460/610] learning_rate: 0.196102 loss_vfl: 1.017554 loss_bbox: 0.508887 loss_dfl: 0.422182 loss: 1.965055 eta: 1 day, 11:54:39 batch_cost: 0.9832 data_cost: 0.0004 ips: 48.8206 images/s [03/12 19:28:29] ppdet.engine INFO: Epoch: [84] [480/610] learning_rate: 0.196070 loss_vfl: 1.078192 loss_bbox: 0.519793 loss_dfl: 0.425115 loss: 2.048997 eta: 1 day, 11:54:20 batch_cost: 0.9946 data_cost: 0.0004 ips: 48.2630 images/s [03/12 19:28:50] ppdet.engine INFO: Epoch: [84] [500/610] learning_rate: 0.196038 loss_vfl: 1.098784 loss_bbox: 0.510896 loss_dfl: 0.432414 loss: 2.043537 eta: 1 day, 11:53:59 batch_cost: 0.9711 data_cost: 0.0006 ips: 49.4305 images/s [03/12 19:29:13] ppdet.engine INFO: Epoch: [84] [520/610] learning_rate: 0.196007 loss_vfl: 1.174053 loss_bbox: 0.589428 loss_dfl: 0.472495 loss: 2.240402 eta: 1 day, 11:53:39 batch_cost: 0.9801 data_cost: 0.0004 ips: 48.9733 images/s [03/12 19:29:35] ppdet.engine INFO: Epoch: [84] [540/610] learning_rate: 0.195975 loss_vfl: 1.069916 loss_bbox: 0.505392 loss_dfl: 0.411024 loss: 1.983123 eta: 1 day, 11:53:17 batch_cost: 0.9342 data_cost: 0.0004 ips: 51.3782 images/s [03/12 19:29:56] ppdet.engine INFO: Epoch: [84] [560/610] learning_rate: 0.195943 loss_vfl: 1.109976 loss_bbox: 0.554234 loss_dfl: 0.447544 loss: 2.133995 eta: 1 day, 11:52:55 batch_cost: 0.9303 data_cost: 0.0004 ips: 51.5938 images/s [03/12 19:30:18] ppdet.engine INFO: Epoch: [84] [580/610] learning_rate: 0.195911 loss_vfl: 1.092493 loss_bbox: 0.541708 loss_dfl: 0.442268 loss: 2.088971 eta: 1 day, 11:52:36 batch_cost: 1.0095 data_cost: 0.0004 ips: 47.5479 images/s [03/12 19:30:39] ppdet.engine INFO: Epoch: [84] [600/610] learning_rate: 0.195879 loss_vfl: 1.055981 loss_bbox: 0.484573 loss_dfl: 0.404005 loss: 1.925445 eta: 1 day, 11:52:16 batch_cost: 0.9699 data_cost: 0.0005 ips: 49.4884 images/s [03/12 19:30:57] ppdet.engine INFO: Epoch: [85] [ 0/610] learning_rate: 0.195863 loss_vfl: 1.065323 loss_bbox: 0.488995 loss_dfl: 0.407194 loss: 1.925445 eta: 1 day, 11:52:16 batch_cost: 1.1473 data_cost: 0.4078 ips: 41.8358 images/s [03/12 19:31:25] ppdet.engine INFO: Epoch: [85] [ 20/610] learning_rate: 0.195831 loss_vfl: 1.090161 loss_bbox: 0.542947 loss_dfl: 0.436530 loss: 2.080067 eta: 1 day, 11:52:09 batch_cost: 1.2387 data_cost: 0.1239 ips: 38.7511 images/s [03/12 19:31:47] ppdet.engine INFO: Epoch: [85] [ 40/610] learning_rate: 0.195799 loss_vfl: 1.060011 loss_bbox: 0.503236 loss_dfl: 0.421614 loss: 1.963748 eta: 1 day, 11:51:44 batch_cost: 0.8894 data_cost: 0.0004 ips: 53.9716 images/s [03/12 19:32:08] ppdet.engine INFO: Epoch: [85] [ 60/610] learning_rate: 0.195767 loss_vfl: 1.061033 loss_bbox: 0.502286 loss_dfl: 0.427074 loss: 1.995476 eta: 1 day, 11:51:24 batch_cost: 0.9664 data_cost: 0.0011 ips: 49.6683 images/s [03/12 19:32:30] ppdet.engine INFO: Epoch: [85] [ 80/610] learning_rate: 0.195735 loss_vfl: 1.065993 loss_bbox: 0.522052 loss_dfl: 0.414481 loss: 1.991280 eta: 1 day, 11:51:06 batch_cost: 1.0235 data_cost: 0.0004 ips: 46.8980 images/s [03/12 19:32:52] ppdet.engine INFO: Epoch: [85] [100/610] learning_rate: 0.195703 loss_vfl: 1.050896 loss_bbox: 0.507989 loss_dfl: 0.416010 loss: 1.990236 eta: 1 day, 11:50:48 batch_cost: 1.0265 data_cost: 0.0004 ips: 46.7608 images/s [03/12 19:33:14] ppdet.engine INFO: Epoch: [85] [120/610] learning_rate: 0.195671 loss_vfl: 1.051708 loss_bbox: 0.510671 loss_dfl: 0.423010 loss: 1.965283 eta: 1 day, 11:50:27 batch_cost: 0.9556 data_cost: 0.0005 ips: 50.2278 images/s [03/12 19:33:37] ppdet.engine INFO: Epoch: [85] [140/610] learning_rate: 0.195639 loss_vfl: 1.067984 loss_bbox: 0.526828 loss_dfl: 0.422522 loss: 2.021714 eta: 1 day, 11:50:09 batch_cost: 1.0210 data_cost: 0.0004 ips: 47.0150 images/s [03/12 19:33:59] ppdet.engine INFO: Epoch: [85] [160/610] learning_rate: 0.195607 loss_vfl: 1.086872 loss_bbox: 0.555667 loss_dfl: 0.433823 loss: 2.066208 eta: 1 day, 11:49:50 batch_cost: 0.9886 data_cost: 0.0004 ips: 48.5522 images/s [03/12 19:34:22] ppdet.engine INFO: Epoch: [85] [180/610] learning_rate: 0.195575 loss_vfl: 1.084556 loss_bbox: 0.508646 loss_dfl: 0.422583 loss: 2.033824 eta: 1 day, 11:49:31 batch_cost: 1.0121 data_cost: 0.0004 ips: 47.4273 images/s [03/12 19:34:44] ppdet.engine INFO: Epoch: [85] [200/610] learning_rate: 0.195542 loss_vfl: 1.046408 loss_bbox: 0.504772 loss_dfl: 0.419717 loss: 2.000018 eta: 1 day, 11:49:12 batch_cost: 0.9962 data_cost: 0.0004 ips: 48.1852 images/s [03/12 19:35:06] ppdet.engine INFO: Epoch: [85] [220/610] learning_rate: 0.195510 loss_vfl: 1.062724 loss_bbox: 0.506030 loss_dfl: 0.424045 loss: 1.998673 eta: 1 day, 11:48:55 batch_cost: 1.0307 data_cost: 0.0004 ips: 46.5694 images/s [03/12 19:35:29] ppdet.engine INFO: Epoch: [85] [240/610] learning_rate: 0.195478 loss_vfl: 1.014027 loss_bbox: 0.495542 loss_dfl: 0.411166 loss: 1.872689 eta: 1 day, 11:48:35 batch_cost: 0.9714 data_cost: 0.0004 ips: 49.4109 images/s [03/12 19:35:52] ppdet.engine INFO: Epoch: [85] [260/610] learning_rate: 0.195446 loss_vfl: 1.120392 loss_bbox: 0.566665 loss_dfl: 0.452742 loss: 2.143953 eta: 1 day, 11:48:17 batch_cost: 1.0225 data_cost: 0.0009 ips: 46.9438 images/s [03/12 19:36:14] ppdet.engine INFO: Epoch: [85] [280/610] learning_rate: 0.195414 loss_vfl: 1.075535 loss_bbox: 0.516991 loss_dfl: 0.437622 loss: 2.031261 eta: 1 day, 11:47:57 batch_cost: 0.9788 data_cost: 0.0004 ips: 49.0407 images/s [03/12 19:36:36] ppdet.engine INFO: Epoch: [85] [300/610] learning_rate: 0.195382 loss_vfl: 1.005694 loss_bbox: 0.497219 loss_dfl: 0.421997 loss: 1.938415 eta: 1 day, 11:47:39 batch_cost: 1.0156 data_cost: 0.0004 ips: 47.2625 images/s [03/12 19:36:57] ppdet.engine INFO: Epoch: [85] [320/610] learning_rate: 0.195350 loss_vfl: 1.092065 loss_bbox: 0.533472 loss_dfl: 0.432258 loss: 2.059065 eta: 1 day, 11:47:18 batch_cost: 0.9647 data_cost: 0.0004 ips: 49.7543 images/s [03/12 19:37:19] ppdet.engine INFO: Epoch: [85] [340/610] learning_rate: 0.195318 loss_vfl: 1.101907 loss_bbox: 0.538921 loss_dfl: 0.444377 loss: 2.086469 eta: 1 day, 11:46:57 batch_cost: 0.9561 data_cost: 0.0004 ips: 50.2023 images/s [03/12 19:37:41] ppdet.engine INFO: Epoch: [85] [360/610] learning_rate: 0.195286 loss_vfl: 1.060607 loss_bbox: 0.510254 loss_dfl: 0.413251 loss: 1.996162 eta: 1 day, 11:46:35 batch_cost: 0.9517 data_cost: 0.0011 ips: 50.4387 images/s [03/12 19:38:03] ppdet.engine INFO: Epoch: [85] [380/610] learning_rate: 0.195254 loss_vfl: 1.026932 loss_bbox: 0.481520 loss_dfl: 0.399937 loss: 1.929222 eta: 1 day, 11:46:16 batch_cost: 0.9953 data_cost: 0.0004 ips: 48.2279 images/s [03/12 19:38:25] ppdet.engine INFO: Epoch: [85] [400/610] learning_rate: 0.195221 loss_vfl: 1.004689 loss_bbox: 0.490993 loss_dfl: 0.398272 loss: 1.887584 eta: 1 day, 11:45:56 batch_cost: 0.9714 data_cost: 0.0005 ips: 49.4117 images/s [03/12 19:38:47] ppdet.engine INFO: Epoch: [85] [420/610] learning_rate: 0.195189 loss_vfl: 1.051581 loss_bbox: 0.486063 loss_dfl: 0.405353 loss: 1.928480 eta: 1 day, 11:45:38 batch_cost: 1.0177 data_cost: 0.0004 ips: 47.1658 images/s [03/12 19:39:09] ppdet.engine INFO: Epoch: [85] [440/610] learning_rate: 0.195157 loss_vfl: 1.001969 loss_bbox: 0.496971 loss_dfl: 0.394860 loss: 1.902534 eta: 1 day, 11:45:17 batch_cost: 0.9636 data_cost: 0.0004 ips: 49.8130 images/s [03/12 19:39:31] ppdet.engine INFO: Epoch: [85] [460/610] learning_rate: 0.195125 loss_vfl: 1.063027 loss_bbox: 0.495964 loss_dfl: 0.422012 loss: 1.984806 eta: 1 day, 11:45:00 batch_cost: 1.0291 data_cost: 0.0010 ips: 46.6406 images/s [03/12 19:39:52] ppdet.engine INFO: Epoch: [85] [480/610] learning_rate: 0.195093 loss_vfl: 1.099956 loss_bbox: 0.520180 loss_dfl: 0.432411 loss: 2.040571 eta: 1 day, 11:44:39 batch_cost: 0.9580 data_cost: 0.0004 ips: 50.1034 images/s [03/12 19:40:15] ppdet.engine INFO: Epoch: [85] [500/610] learning_rate: 0.195061 loss_vfl: 1.035790 loss_bbox: 0.493136 loss_dfl: 0.404927 loss: 1.918816 eta: 1 day, 11:44:20 batch_cost: 1.0124 data_cost: 0.0004 ips: 47.4143 images/s [03/12 19:40:37] ppdet.engine INFO: Epoch: [85] [520/610] learning_rate: 0.195028 loss_vfl: 1.129671 loss_bbox: 0.522419 loss_dfl: 0.434945 loss: 2.098531 eta: 1 day, 11:44:00 batch_cost: 0.9784 data_cost: 0.0004 ips: 49.0598 images/s [03/12 19:40:58] ppdet.engine INFO: Epoch: [85] [540/610] learning_rate: 0.194996 loss_vfl: 1.079835 loss_bbox: 0.541986 loss_dfl: 0.440752 loss: 2.052873 eta: 1 day, 11:43:39 batch_cost: 0.9452 data_cost: 0.0013 ips: 50.7829 images/s [03/12 19:41:19] ppdet.engine INFO: Epoch: [85] [560/610] learning_rate: 0.194964 loss_vfl: 1.050572 loss_bbox: 0.513623 loss_dfl: 0.421802 loss: 2.021748 eta: 1 day, 11:43:16 batch_cost: 0.9366 data_cost: 0.0009 ips: 51.2509 images/s [03/12 19:41:41] ppdet.engine INFO: Epoch: [85] [580/610] learning_rate: 0.194932 loss_vfl: 1.070572 loss_bbox: 0.497660 loss_dfl: 0.414204 loss: 1.976650 eta: 1 day, 11:42:54 batch_cost: 0.9370 data_cost: 0.0004 ips: 51.2270 images/s [03/12 19:42:02] ppdet.engine INFO: Epoch: [85] [600/610] learning_rate: 0.194899 loss_vfl: 1.031672 loss_bbox: 0.476347 loss_dfl: 0.394479 loss: 1.921400 eta: 1 day, 11:42:28 batch_cost: 0.8572 data_cost: 0.0005 ips: 55.9968 images/s [03/12 19:42:19] ppdet.engine INFO: Epoch: [86] [ 0/610] learning_rate: 0.194883 loss_vfl: 1.036074 loss_bbox: 0.486975 loss_dfl: 0.392775 loss: 1.911261 eta: 1 day, 11:42:26 batch_cost: 1.0862 data_cost: 0.4062 ips: 44.1889 images/s [03/12 19:42:48] ppdet.engine INFO: Epoch: [86] [ 20/610] learning_rate: 0.194851 loss_vfl: 1.057212 loss_bbox: 0.517833 loss_dfl: 0.427894 loss: 1.992294 eta: 1 day, 11:42:25 batch_cost: 1.3526 data_cost: 0.1561 ips: 35.4875 images/s [03/12 19:43:11] ppdet.engine INFO: Epoch: [86] [ 40/610] learning_rate: 0.194819 loss_vfl: 1.139479 loss_bbox: 0.542549 loss_dfl: 0.447991 loss: 2.139360 eta: 1 day, 11:42:06 batch_cost: 1.0001 data_cost: 0.0007 ips: 47.9972 images/s [03/12 19:43:34] ppdet.engine INFO: Epoch: [86] [ 60/610] learning_rate: 0.194787 loss_vfl: 1.061802 loss_bbox: 0.475081 loss_dfl: 0.406235 loss: 1.936012 eta: 1 day, 11:41:49 batch_cost: 1.0350 data_cost: 0.0004 ips: 46.3764 images/s [03/12 19:43:57] ppdet.engine INFO: Epoch: [86] [ 80/610] learning_rate: 0.194754 loss_vfl: 1.054303 loss_bbox: 0.526217 loss_dfl: 0.425965 loss: 2.028486 eta: 1 day, 11:41:32 batch_cost: 1.0351 data_cost: 0.0004 ips: 46.3736 images/s [03/12 19:44:19] ppdet.engine INFO: Epoch: [86] [100/610] learning_rate: 0.194722 loss_vfl: 1.130694 loss_bbox: 0.549927 loss_dfl: 0.448966 loss: 2.109978 eta: 1 day, 11:41:11 batch_cost: 0.9692 data_cost: 0.0004 ips: 49.5279 images/s [03/12 19:44:40] ppdet.engine INFO: Epoch: [86] [120/610] learning_rate: 0.194690 loss_vfl: 1.152786 loss_bbox: 0.517954 loss_dfl: 0.442988 loss: 2.102297 eta: 1 day, 11:40:51 batch_cost: 0.9786 data_cost: 0.0004 ips: 49.0506 images/s [03/12 19:45:01] ppdet.engine INFO: Epoch: [86] [140/610] learning_rate: 0.194657 loss_vfl: 1.035421 loss_bbox: 0.475279 loss_dfl: 0.403944 loss: 1.899470 eta: 1 day, 11:40:26 batch_cost: 0.8810 data_cost: 0.0004 ips: 54.4840 images/s [03/12 19:45:22] ppdet.engine INFO: Epoch: [86] [160/610] learning_rate: 0.194625 loss_vfl: 1.052661 loss_bbox: 0.504212 loss_dfl: 0.416177 loss: 1.959508 eta: 1 day, 11:40:05 batch_cost: 0.9540 data_cost: 0.0006 ips: 50.3133 images/s [03/12 19:45:45] ppdet.engine INFO: Epoch: [86] [180/610] learning_rate: 0.194593 loss_vfl: 1.073958 loss_bbox: 0.496637 loss_dfl: 0.427680 loss: 2.024014 eta: 1 day, 11:39:48 batch_cost: 1.0282 data_cost: 0.0009 ips: 46.6852 images/s [03/12 19:46:06] ppdet.engine INFO: Epoch: [86] [200/610] learning_rate: 0.194560 loss_vfl: 1.050852 loss_bbox: 0.506720 loss_dfl: 0.423383 loss: 1.984944 eta: 1 day, 11:39:26 batch_cost: 0.9486 data_cost: 0.0013 ips: 50.5996 images/s [03/12 19:46:29] ppdet.engine INFO: Epoch: [86] [220/610] learning_rate: 0.194528 loss_vfl: 1.038443 loss_bbox: 0.475423 loss_dfl: 0.403835 loss: 1.893002 eta: 1 day, 11:39:07 batch_cost: 1.0059 data_cost: 0.0004 ips: 47.7185 images/s [03/12 19:46:50] ppdet.engine INFO: Epoch: [86] [240/610] learning_rate: 0.194496 loss_vfl: 1.116822 loss_bbox: 0.520643 loss_dfl: 0.438701 loss: 2.098817 eta: 1 day, 11:38:45 batch_cost: 0.9388 data_cost: 0.0004 ips: 51.1266 images/s [03/12 19:47:12] ppdet.engine INFO: Epoch: [86] [260/610] learning_rate: 0.194463 loss_vfl: 1.014854 loss_bbox: 0.497022 loss_dfl: 0.418427 loss: 1.980609 eta: 1 day, 11:38:24 batch_cost: 0.9433 data_cost: 0.0004 ips: 50.8833 images/s [03/12 19:47:35] ppdet.engine INFO: Epoch: [86] [280/610] learning_rate: 0.194431 loss_vfl: 1.064221 loss_bbox: 0.520408 loss_dfl: 0.415319 loss: 1.998412 eta: 1 day, 11:38:07 batch_cost: 1.0472 data_cost: 0.0004 ips: 45.8358 images/s [03/12 19:47:57] ppdet.engine INFO: Epoch: [86] [300/610] learning_rate: 0.194399 loss_vfl: 0.993913 loss_bbox: 0.510869 loss_dfl: 0.419869 loss: 1.929029 eta: 1 day, 11:37:49 batch_cost: 1.0100 data_cost: 0.0004 ips: 47.5233 images/s [03/12 19:48:19] ppdet.engine INFO: Epoch: [86] [320/610] learning_rate: 0.194366 loss_vfl: 1.063550 loss_bbox: 0.510335 loss_dfl: 0.425201 loss: 1.990286 eta: 1 day, 11:37:29 batch_cost: 0.9914 data_cost: 0.0004 ips: 48.4148 images/s [03/12 19:48:39] ppdet.engine INFO: Epoch: [86] [340/610] learning_rate: 0.194334 loss_vfl: 1.061326 loss_bbox: 0.511950 loss_dfl: 0.431203 loss: 2.020993 eta: 1 day, 11:37:07 batch_cost: 0.9253 data_cost: 0.0004 ips: 51.8735 images/s [03/12 19:49:01] ppdet.engine INFO: Epoch: [86] [360/610] learning_rate: 0.194301 loss_vfl: 1.123516 loss_bbox: 0.571675 loss_dfl: 0.461651 loss: 2.163115 eta: 1 day, 11:36:47 batch_cost: 0.9944 data_cost: 0.0004 ips: 48.2696 images/s [03/12 19:49:24] ppdet.engine INFO: Epoch: [86] [380/610] learning_rate: 0.194269 loss_vfl: 1.027220 loss_bbox: 0.500812 loss_dfl: 0.424177 loss: 1.931991 eta: 1 day, 11:36:26 batch_cost: 0.9571 data_cost: 0.0006 ips: 50.1510 images/s [03/12 19:49:45] ppdet.engine INFO: Epoch: [86] [400/610] learning_rate: 0.194237 loss_vfl: 1.061438 loss_bbox: 0.501348 loss_dfl: 0.415319 loss: 1.975545 eta: 1 day, 11:36:05 batch_cost: 0.9615 data_cost: 0.0005 ips: 49.9246 images/s [03/12 19:50:07] ppdet.engine INFO: Epoch: [86] [420/610] learning_rate: 0.194204 loss_vfl: 1.091828 loss_bbox: 0.520669 loss_dfl: 0.439931 loss: 2.087596 eta: 1 day, 11:35:47 batch_cost: 0.9999 data_cost: 0.0004 ips: 48.0065 images/s [03/12 19:50:29] ppdet.engine INFO: Epoch: [86] [440/610] learning_rate: 0.194172 loss_vfl: 1.081290 loss_bbox: 0.539776 loss_dfl: 0.425060 loss: 2.042274 eta: 1 day, 11:35:27 batch_cost: 0.9924 data_cost: 0.0005 ips: 48.3653 images/s [03/12 19:50:51] ppdet.engine INFO: Epoch: [86] [460/610] learning_rate: 0.194139 loss_vfl: 1.022929 loss_bbox: 0.503271 loss_dfl: 0.411591 loss: 1.957195 eta: 1 day, 11:34:58 batch_cost: 0.7988 data_cost: 0.0005 ips: 60.0883 images/s [03/12 19:51:12] ppdet.engine INFO: Epoch: [86] [480/610] learning_rate: 0.194107 loss_vfl: 1.027138 loss_bbox: 0.454751 loss_dfl: 0.400559 loss: 1.877883 eta: 1 day, 11:34:37 batch_cost: 0.9406 data_cost: 0.0004 ips: 51.0337 images/s [03/12 19:51:34] ppdet.engine INFO: Epoch: [86] [500/610] learning_rate: 0.194074 loss_vfl: 1.019050 loss_bbox: 0.516111 loss_dfl: 0.416452 loss: 1.978228 eta: 1 day, 11:34:17 batch_cost: 0.9945 data_cost: 0.0004 ips: 48.2641 images/s [03/12 19:51:56] ppdet.engine INFO: Epoch: [86] [520/610] learning_rate: 0.194042 loss_vfl: 1.105141 loss_bbox: 0.539690 loss_dfl: 0.441714 loss: 2.087094 eta: 1 day, 11:33:55 batch_cost: 0.9396 data_cost: 0.0004 ips: 51.0871 images/s [03/12 19:52:17] ppdet.engine INFO: Epoch: [86] [540/610] learning_rate: 0.194009 loss_vfl: 1.059686 loss_bbox: 0.540563 loss_dfl: 0.426845 loss: 2.017190 eta: 1 day, 11:33:35 batch_cost: 0.9761 data_cost: 0.0007 ips: 49.1747 images/s [03/12 19:52:41] ppdet.engine INFO: Epoch: [86] [560/610] learning_rate: 0.193977 loss_vfl: 1.100578 loss_bbox: 0.510519 loss_dfl: 0.426708 loss: 2.033735 eta: 1 day, 11:33:19 batch_cost: 1.0518 data_cost: 0.0004 ips: 45.6375 images/s [03/12 19:53:01] ppdet.engine INFO: Epoch: [86] [580/610] learning_rate: 0.193944 loss_vfl: 1.115773 loss_bbox: 0.523095 loss_dfl: 0.410072 loss: 2.045757 eta: 1 day, 11:32:57 batch_cost: 0.9311 data_cost: 0.0008 ips: 51.5504 images/s [03/12 19:53:23] ppdet.engine INFO: Epoch: [86] [600/610] learning_rate: 0.193912 loss_vfl: 1.039351 loss_bbox: 0.493941 loss_dfl: 0.408185 loss: 1.935645 eta: 1 day, 11:32:35 batch_cost: 0.9503 data_cost: 0.0005 ips: 50.5084 images/s [03/12 19:53:43] ppdet.engine INFO: Epoch: [87] [ 0/610] learning_rate: 0.193896 loss_vfl: 1.062983 loss_bbox: 0.499341 loss_dfl: 0.416481 loss: 1.980049 eta: 1 day, 11:32:41 batch_cost: 1.2405 data_cost: 0.5591 ips: 38.6956 images/s [03/12 19:54:10] ppdet.engine INFO: Epoch: [87] [ 20/610] learning_rate: 0.193863 loss_vfl: 1.056691 loss_bbox: 0.479415 loss_dfl: 0.410937 loss: 1.947515 eta: 1 day, 11:32:36 batch_cost: 1.2709 data_cost: 0.1074 ips: 37.7690 images/s [03/12 19:54:34] ppdet.engine INFO: Epoch: [87] [ 40/610] learning_rate: 0.193831 loss_vfl: 1.094181 loss_bbox: 0.520589 loss_dfl: 0.436556 loss: 2.040524 eta: 1 day, 11:32:18 batch_cost: 1.0276 data_cost: 0.0004 ips: 46.7110 images/s [03/12 19:54:55] ppdet.engine INFO: Epoch: [87] [ 60/610] learning_rate: 0.193798 loss_vfl: 1.085587 loss_bbox: 0.513405 loss_dfl: 0.431323 loss: 2.044888 eta: 1 day, 11:31:55 batch_cost: 0.9123 data_cost: 0.0004 ips: 52.6145 images/s [03/12 19:55:17] ppdet.engine INFO: Epoch: [87] [ 80/610] learning_rate: 0.193766 loss_vfl: 1.088767 loss_bbox: 0.540624 loss_dfl: 0.434274 loss: 2.086393 eta: 1 day, 11:31:33 batch_cost: 0.9396 data_cost: 0.0004 ips: 51.0866 images/s [03/12 19:55:39] ppdet.engine INFO: Epoch: [87] [100/610] learning_rate: 0.193733 loss_vfl: 1.015395 loss_bbox: 0.505288 loss_dfl: 0.401008 loss: 1.941164 eta: 1 day, 11:31:13 batch_cost: 0.9926 data_cost: 0.0004 ips: 48.3579 images/s [03/12 19:56:02] ppdet.engine INFO: Epoch: [87] [120/610] learning_rate: 0.193700 loss_vfl: 1.051818 loss_bbox: 0.512212 loss_dfl: 0.422602 loss: 1.993414 eta: 1 day, 11:30:55 batch_cost: 1.0051 data_cost: 0.0009 ips: 47.7567 images/s [03/12 19:56:24] ppdet.engine INFO: Epoch: [87] [140/610] learning_rate: 0.193668 loss_vfl: 1.006574 loss_bbox: 0.479136 loss_dfl: 0.389912 loss: 1.887829 eta: 1 day, 11:30:34 batch_cost: 0.9739 data_cost: 0.0004 ips: 49.2855 images/s [03/12 19:56:46] ppdet.engine INFO: Epoch: [87] [160/610] learning_rate: 0.193635 loss_vfl: 1.137785 loss_bbox: 0.537679 loss_dfl: 0.444665 loss: 2.106229 eta: 1 day, 11:30:12 batch_cost: 0.9376 data_cost: 0.0004 ips: 51.1933 images/s [03/12 19:57:07] ppdet.engine INFO: Epoch: [87] [180/610] learning_rate: 0.193603 loss_vfl: 1.014282 loss_bbox: 0.512456 loss_dfl: 0.416011 loss: 1.938736 eta: 1 day, 11:29:51 batch_cost: 0.9522 data_cost: 0.0004 ips: 50.4113 images/s [03/12 19:57:28] ppdet.engine INFO: Epoch: [87] [200/610] learning_rate: 0.193570 loss_vfl: 1.086818 loss_bbox: 0.527091 loss_dfl: 0.437138 loss: 2.042676 eta: 1 day, 11:29:30 batch_cost: 0.9583 data_cost: 0.0004 ips: 50.0904 images/s [03/12 19:57:51] ppdet.engine INFO: Epoch: [87] [220/610] learning_rate: 0.193537 loss_vfl: 1.067730 loss_bbox: 0.512258 loss_dfl: 0.418275 loss: 1.992324 eta: 1 day, 11:29:11 batch_cost: 0.9875 data_cost: 0.0006 ips: 48.6088 images/s [03/12 19:58:13] ppdet.engine INFO: Epoch: [87] [240/610] learning_rate: 0.193505 loss_vfl: 1.070144 loss_bbox: 0.497078 loss_dfl: 0.420808 loss: 2.020696 eta: 1 day, 11:28:53 batch_cost: 1.0293 data_cost: 0.0005 ips: 46.6343 images/s [03/12 19:58:35] ppdet.engine INFO: Epoch: [87] [260/610] learning_rate: 0.193472 loss_vfl: 1.089190 loss_bbox: 0.515422 loss_dfl: 0.428495 loss: 2.072734 eta: 1 day, 11:28:35 batch_cost: 1.0170 data_cost: 0.0004 ips: 47.1988 images/s [03/12 19:58:57] ppdet.engine INFO: Epoch: [87] [280/610] learning_rate: 0.193440 loss_vfl: 1.075455 loss_bbox: 0.519569 loss_dfl: 0.410420 loss: 2.023812 eta: 1 day, 11:28:15 batch_cost: 0.9714 data_cost: 0.0016 ips: 49.4138 images/s [03/12 19:59:19] ppdet.engine INFO: Epoch: [87] [300/610] learning_rate: 0.193407 loss_vfl: 1.129031 loss_bbox: 0.501773 loss_dfl: 0.415750 loss: 2.026081 eta: 1 day, 11:27:54 batch_cost: 0.9677 data_cost: 0.0004 ips: 49.6025 images/s [03/12 19:59:41] ppdet.engine INFO: Epoch: [87] [320/610] learning_rate: 0.193374 loss_vfl: 1.068952 loss_bbox: 0.514426 loss_dfl: 0.422907 loss: 2.006822 eta: 1 day, 11:27:34 batch_cost: 0.9790 data_cost: 0.0005 ips: 49.0309 images/s [03/12 20:00:02] ppdet.engine INFO: Epoch: [87] [340/610] learning_rate: 0.193342 loss_vfl: 1.111009 loss_bbox: 0.534875 loss_dfl: 0.439824 loss: 2.076355 eta: 1 day, 11:27:13 batch_cost: 0.9660 data_cost: 0.0004 ips: 49.6875 images/s [03/12 20:00:24] ppdet.engine INFO: Epoch: [87] [360/610] learning_rate: 0.193309 loss_vfl: 1.125497 loss_bbox: 0.550769 loss_dfl: 0.455095 loss: 2.122168 eta: 1 day, 11:26:54 batch_cost: 0.9997 data_cost: 0.0004 ips: 48.0120 images/s [03/12 20:00:46] ppdet.engine INFO: Epoch: [87] [380/610] learning_rate: 0.193276 loss_vfl: 1.054338 loss_bbox: 0.483867 loss_dfl: 0.408742 loss: 1.958610 eta: 1 day, 11:26:36 batch_cost: 1.0120 data_cost: 0.0004 ips: 47.4286 images/s [03/12 20:01:08] ppdet.engine INFO: Epoch: [87] [400/610] learning_rate: 0.193244 loss_vfl: 1.004738 loss_bbox: 0.495831 loss_dfl: 0.417205 loss: 1.923572 eta: 1 day, 11:26:15 batch_cost: 0.9666 data_cost: 0.0004 ips: 49.6579 images/s [03/12 20:01:29] ppdet.engine INFO: Epoch: [87] [420/610] learning_rate: 0.193211 loss_vfl: 1.089783 loss_bbox: 0.539718 loss_dfl: 0.437391 loss: 2.048480 eta: 1 day, 11:25:54 batch_cost: 0.9552 data_cost: 0.0008 ips: 50.2506 images/s [03/12 20:01:52] ppdet.engine INFO: Epoch: [87] [440/610] learning_rate: 0.193178 loss_vfl: 1.077857 loss_bbox: 0.517399 loss_dfl: 0.413250 loss: 1.993437 eta: 1 day, 11:25:34 batch_cost: 0.9776 data_cost: 0.0004 ips: 49.0988 images/s [03/12 20:02:14] ppdet.engine INFO: Epoch: [87] [460/610] learning_rate: 0.193145 loss_vfl: 1.057323 loss_bbox: 0.521404 loss_dfl: 0.423131 loss: 2.007077 eta: 1 day, 11:25:13 batch_cost: 0.9433 data_cost: 0.0004 ips: 50.8826 images/s [03/12 20:02:37] ppdet.engine INFO: Epoch: [87] [480/610] learning_rate: 0.193113 loss_vfl: 0.970838 loss_bbox: 0.488605 loss_dfl: 0.391448 loss: 1.822776 eta: 1 day, 11:24:55 batch_cost: 1.0302 data_cost: 0.0005 ips: 46.5922 images/s [03/12 20:02:59] ppdet.engine INFO: Epoch: [87] [500/610] learning_rate: 0.193080 loss_vfl: 1.017379 loss_bbox: 0.492338 loss_dfl: 0.409054 loss: 1.931977 eta: 1 day, 11:24:35 batch_cost: 0.9744 data_cost: 0.0005 ips: 49.2627 images/s [03/12 20:03:21] ppdet.engine INFO: Epoch: [87] [520/610] learning_rate: 0.193047 loss_vfl: 1.068738 loss_bbox: 0.495502 loss_dfl: 0.416835 loss: 1.981617 eta: 1 day, 11:24:15 batch_cost: 0.9806 data_cost: 0.0004 ips: 48.9509 images/s [03/12 20:03:42] ppdet.engine INFO: Epoch: [87] [540/610] learning_rate: 0.193015 loss_vfl: 1.032042 loss_bbox: 0.473303 loss_dfl: 0.400659 loss: 1.917489 eta: 1 day, 11:23:53 batch_cost: 0.9313 data_cost: 0.0004 ips: 51.5406 images/s [03/12 20:04:04] ppdet.engine INFO: Epoch: [87] [560/610] learning_rate: 0.192982 loss_vfl: 1.061830 loss_bbox: 0.504828 loss_dfl: 0.420376 loss: 2.015059 eta: 1 day, 11:23:32 batch_cost: 0.9736 data_cost: 0.0004 ips: 49.3027 images/s [03/12 20:04:27] ppdet.engine INFO: Epoch: [87] [580/610] learning_rate: 0.192949 loss_vfl: 1.079378 loss_bbox: 0.508468 loss_dfl: 0.419480 loss: 2.006882 eta: 1 day, 11:23:13 batch_cost: 0.9847 data_cost: 0.0004 ips: 48.7450 images/s [03/12 20:04:47] ppdet.engine INFO: Epoch: [87] [600/610] learning_rate: 0.192916 loss_vfl: 1.068071 loss_bbox: 0.555905 loss_dfl: 0.440971 loss: 2.090057 eta: 1 day, 11:22:51 batch_cost: 0.9381 data_cost: 0.0006 ips: 51.1679 images/s [03/12 20:05:10] ppdet.engine INFO: Epoch: [88] [ 0/610] learning_rate: 0.192900 loss_vfl: 1.068071 loss_bbox: 0.524808 loss_dfl: 0.428621 loss: 2.030047 eta: 1 day, 11:23:00 batch_cost: 1.3089 data_cost: 0.5263 ips: 36.6718 images/s [03/12 20:05:35] ppdet.engine INFO: Epoch: [88] [ 20/610] learning_rate: 0.192867 loss_vfl: 1.071106 loss_bbox: 0.521767 loss_dfl: 0.430733 loss: 2.018596 eta: 1 day, 11:22:47 batch_cost: 1.1155 data_cost: 0.0004 ips: 43.0300 images/s [03/12 20:05:57] ppdet.engine INFO: Epoch: [88] [ 40/610] learning_rate: 0.192834 loss_vfl: 1.095311 loss_bbox: 0.536162 loss_dfl: 0.439340 loss: 2.073704 eta: 1 day, 11:22:30 batch_cost: 1.0486 data_cost: 0.0004 ips: 45.7755 images/s [03/12 20:06:18] ppdet.engine INFO: Epoch: [88] [ 60/610] learning_rate: 0.192801 loss_vfl: 1.117953 loss_bbox: 0.546125 loss_dfl: 0.443576 loss: 2.133583 eta: 1 day, 11:22:09 batch_cost: 0.9547 data_cost: 0.0004 ips: 50.2755 images/s [03/12 20:06:40] ppdet.engine INFO: Epoch: [88] [ 80/610] learning_rate: 0.192769 loss_vfl: 1.074895 loss_bbox: 0.527678 loss_dfl: 0.426646 loss: 2.010259 eta: 1 day, 11:21:50 batch_cost: 0.9936 data_cost: 0.0004 ips: 48.3091 images/s [03/12 20:07:02] ppdet.engine INFO: Epoch: [88] [100/610] learning_rate: 0.192736 loss_vfl: 1.050345 loss_bbox: 0.497600 loss_dfl: 0.416890 loss: 1.977809 eta: 1 day, 11:21:30 batch_cost: 0.9900 data_cost: 0.0004 ips: 48.4863 images/s [03/12 20:07:24] ppdet.engine INFO: Epoch: [88] [120/610] learning_rate: 0.192703 loss_vfl: 1.032034 loss_bbox: 0.513789 loss_dfl: 0.421875 loss: 1.963289 eta: 1 day, 11:21:11 batch_cost: 0.9994 data_cost: 0.0004 ips: 48.0265 images/s [03/12 20:07:47] ppdet.engine INFO: Epoch: [88] [140/610] learning_rate: 0.192670 loss_vfl: 1.035369 loss_bbox: 0.495470 loss_dfl: 0.410203 loss: 1.940082 eta: 1 day, 11:20:52 batch_cost: 0.9925 data_cost: 0.0005 ips: 48.3623 images/s [03/12 20:08:09] ppdet.engine INFO: Epoch: [88] [160/610] learning_rate: 0.192637 loss_vfl: 1.061971 loss_bbox: 0.513822 loss_dfl: 0.417747 loss: 1.997891 eta: 1 day, 11:20:33 batch_cost: 0.9879 data_cost: 0.0004 ips: 48.5878 images/s [03/12 20:08:30] ppdet.engine INFO: Epoch: [88] [180/610] learning_rate: 0.192604 loss_vfl: 1.030985 loss_bbox: 0.507106 loss_dfl: 0.410477 loss: 1.941735 eta: 1 day, 11:20:11 batch_cost: 0.9487 data_cost: 0.0004 ips: 50.5945 images/s [03/12 20:08:52] ppdet.engine INFO: Epoch: [88] [200/610] learning_rate: 0.192572 loss_vfl: 0.998055 loss_bbox: 0.499678 loss_dfl: 0.410199 loss: 1.910750 eta: 1 day, 11:19:53 batch_cost: 1.0094 data_cost: 0.0004 ips: 47.5538 images/s [03/12 20:09:14] ppdet.engine INFO: Epoch: [88] [220/610] learning_rate: 0.192539 loss_vfl: 1.098174 loss_bbox: 0.536975 loss_dfl: 0.433233 loss: 2.068496 eta: 1 day, 11:19:31 batch_cost: 0.9495 data_cost: 0.0004 ips: 50.5538 images/s [03/12 20:09:36] ppdet.engine INFO: Epoch: [88] [240/610] learning_rate: 0.192506 loss_vfl: 1.015183 loss_bbox: 0.450361 loss_dfl: 0.394008 loss: 1.865944 eta: 1 day, 11:19:11 batch_cost: 0.9766 data_cost: 0.0004 ips: 49.1512 images/s [03/12 20:09:57] ppdet.engine INFO: Epoch: [88] [260/610] learning_rate: 0.192473 loss_vfl: 1.076664 loss_bbox: 0.524634 loss_dfl: 0.420898 loss: 2.011384 eta: 1 day, 11:18:47 batch_cost: 0.8961 data_cost: 0.0004 ips: 53.5641 images/s [03/12 20:10:18] ppdet.engine INFO: Epoch: [88] [280/610] learning_rate: 0.192440 loss_vfl: 1.051704 loss_bbox: 0.521038 loss_dfl: 0.426641 loss: 1.989726 eta: 1 day, 11:18:24 batch_cost: 0.9156 data_cost: 0.0004 ips: 52.4258 images/s [03/12 20:10:40] ppdet.engine INFO: Epoch: [88] [300/610] learning_rate: 0.192407 loss_vfl: 1.070429 loss_bbox: 0.502745 loss_dfl: 0.423613 loss: 1.980731 eta: 1 day, 11:18:06 batch_cost: 1.0133 data_cost: 0.0004 ips: 47.3702 images/s [03/12 20:11:03] ppdet.engine INFO: Epoch: [88] [320/610] learning_rate: 0.192374 loss_vfl: 1.039787 loss_bbox: 0.507887 loss_dfl: 0.429036 loss: 2.002391 eta: 1 day, 11:17:45 batch_cost: 0.9702 data_cost: 0.0005 ips: 49.4734 images/s [03/12 20:11:25] ppdet.engine INFO: Epoch: [88] [340/610] learning_rate: 0.192341 loss_vfl: 1.062337 loss_bbox: 0.518161 loss_dfl: 0.422237 loss: 1.985502 eta: 1 day, 11:17:26 batch_cost: 0.9896 data_cost: 0.0004 ips: 48.5067 images/s [03/12 20:11:46] ppdet.engine INFO: Epoch: [88] [360/610] learning_rate: 0.192308 loss_vfl: 1.039383 loss_bbox: 0.494290 loss_dfl: 0.404479 loss: 1.946319 eta: 1 day, 11:17:04 batch_cost: 0.9431 data_cost: 0.0004 ips: 50.8984 images/s [03/12 20:12:08] ppdet.engine INFO: Epoch: [88] [380/610] learning_rate: 0.192275 loss_vfl: 1.083647 loss_bbox: 0.512019 loss_dfl: 0.430363 loss: 2.014308 eta: 1 day, 11:16:40 batch_cost: 0.8996 data_cost: 0.0004 ips: 53.3591 images/s [03/12 20:12:31] ppdet.engine INFO: Epoch: [88] [400/610] learning_rate: 0.192243 loss_vfl: 1.046133 loss_bbox: 0.479542 loss_dfl: 0.400754 loss: 1.922860 eta: 1 day, 11:16:19 batch_cost: 0.9560 data_cost: 0.0004 ips: 50.2089 images/s [03/12 20:12:54] ppdet.engine INFO: Epoch: [88] [420/610] learning_rate: 0.192210 loss_vfl: 1.103498 loss_bbox: 0.522230 loss_dfl: 0.425222 loss: 2.059424 eta: 1 day, 11:16:00 batch_cost: 0.9909 data_cost: 0.0004 ips: 48.4404 images/s [03/12 20:13:16] ppdet.engine INFO: Epoch: [88] [440/610] learning_rate: 0.192177 loss_vfl: 1.059171 loss_bbox: 0.514974 loss_dfl: 0.420797 loss: 1.981401 eta: 1 day, 11:15:38 batch_cost: 0.9298 data_cost: 0.0004 ips: 51.6267 images/s [03/12 20:13:37] ppdet.engine INFO: Epoch: [88] [460/610] learning_rate: 0.192144 loss_vfl: 1.038804 loss_bbox: 0.472034 loss_dfl: 0.394982 loss: 1.846537 eta: 1 day, 11:15:17 batch_cost: 0.9705 data_cost: 0.0004 ips: 49.4567 images/s [03/12 20:13:58] ppdet.engine INFO: Epoch: [88] [480/610] learning_rate: 0.192111 loss_vfl: 1.090214 loss_bbox: 0.531339 loss_dfl: 0.431319 loss: 2.075756 eta: 1 day, 11:14:55 batch_cost: 0.9391 data_cost: 0.0008 ips: 51.1136 images/s [03/12 20:14:21] ppdet.engine INFO: Epoch: [88] [500/610] learning_rate: 0.192078 loss_vfl: 1.033373 loss_bbox: 0.526642 loss_dfl: 0.428677 loss: 1.992219 eta: 1 day, 11:14:40 batch_cost: 1.0756 data_cost: 0.0005 ips: 44.6267 images/s [03/12 20:14:43] ppdet.engine INFO: Epoch: [88] [520/610] learning_rate: 0.192045 loss_vfl: 1.065299 loss_bbox: 0.526184 loss_dfl: 0.428532 loss: 2.012198 eta: 1 day, 11:14:20 batch_cost: 0.9857 data_cost: 0.0004 ips: 48.6960 images/s [03/12 20:15:05] ppdet.engine INFO: Epoch: [88] [540/610] learning_rate: 0.192012 loss_vfl: 1.082272 loss_bbox: 0.531760 loss_dfl: 0.445921 loss: 2.097973 eta: 1 day, 11:14:01 batch_cost: 1.0036 data_cost: 0.0004 ips: 47.8279 images/s [03/12 20:15:28] ppdet.engine INFO: Epoch: [88] [560/610] learning_rate: 0.191979 loss_vfl: 1.062870 loss_bbox: 0.512788 loss_dfl: 0.423894 loss: 1.978761 eta: 1 day, 11:13:42 batch_cost: 0.9964 data_cost: 0.0010 ips: 48.1748 images/s [03/12 20:15:50] ppdet.engine INFO: Epoch: [88] [580/610] learning_rate: 0.191946 loss_vfl: 1.086655 loss_bbox: 0.533075 loss_dfl: 0.433526 loss: 2.014377 eta: 1 day, 11:13:21 batch_cost: 0.9610 data_cost: 0.0008 ips: 49.9492 images/s [03/12 20:16:11] ppdet.engine INFO: Epoch: [88] [600/610] learning_rate: 0.191913 loss_vfl: 1.007623 loss_bbox: 0.478995 loss_dfl: 0.395439 loss: 1.873893 eta: 1 day, 11:13:01 batch_cost: 0.9667 data_cost: 0.0005 ips: 49.6543 images/s [03/12 20:16:33] ppdet.engine INFO: Epoch: [89] [ 0/610] learning_rate: 0.191896 loss_vfl: 0.980832 loss_bbox: 0.478082 loss_dfl: 0.389281 loss: 1.867376 eta: 1 day, 11:13:09 batch_cost: 1.3482 data_cost: 0.5121 ips: 35.6026 images/s [03/12 20:16:59] ppdet.engine INFO: Epoch: [89] [ 20/610] learning_rate: 0.191863 loss_vfl: 1.012161 loss_bbox: 0.510199 loss_dfl: 0.406485 loss: 1.916450 eta: 1 day, 11:13:02 batch_cost: 1.2484 data_cost: 0.0004 ips: 38.4502 images/s [03/12 20:17:21] ppdet.engine INFO: Epoch: [89] [ 40/610] learning_rate: 0.191830 loss_vfl: 1.112608 loss_bbox: 0.546744 loss_dfl: 0.449776 loss: 2.107456 eta: 1 day, 11:12:43 batch_cost: 1.0075 data_cost: 0.0004 ips: 47.6443 images/s [03/12 20:17:43] ppdet.engine INFO: Epoch: [89] [ 60/610] learning_rate: 0.191797 loss_vfl: 0.996519 loss_bbox: 0.495954 loss_dfl: 0.389557 loss: 1.873528 eta: 1 day, 11:12:22 batch_cost: 0.9577 data_cost: 0.0004 ips: 50.1202 images/s [03/12 20:18:04] ppdet.engine INFO: Epoch: [89] [ 80/610] learning_rate: 0.191764 loss_vfl: 1.040571 loss_bbox: 0.506457 loss_dfl: 0.415300 loss: 1.975897 eta: 1 day, 11:12:01 batch_cost: 0.9663 data_cost: 0.0004 ips: 49.6735 images/s [03/12 20:18:27] ppdet.engine INFO: Epoch: [89] [100/610] learning_rate: 0.191731 loss_vfl: 1.091832 loss_bbox: 0.548739 loss_dfl: 0.449011 loss: 2.072283 eta: 1 day, 11:11:41 batch_cost: 0.9648 data_cost: 0.0004 ips: 49.7507 images/s [03/12 20:18:49] ppdet.engine INFO: Epoch: [89] [120/610] learning_rate: 0.191698 loss_vfl: 1.017160 loss_bbox: 0.481055 loss_dfl: 0.401437 loss: 1.912168 eta: 1 day, 11:11:20 batch_cost: 0.9601 data_cost: 0.0004 ips: 49.9947 images/s [03/12 20:19:10] ppdet.engine INFO: Epoch: [89] [140/610] learning_rate: 0.191665 loss_vfl: 1.056458 loss_bbox: 0.499904 loss_dfl: 0.416651 loss: 1.960756 eta: 1 day, 11:11:01 batch_cost: 0.9985 data_cost: 0.0004 ips: 48.0725 images/s [03/12 20:19:32] ppdet.engine INFO: Epoch: [89] [160/610] learning_rate: 0.191631 loss_vfl: 1.073706 loss_bbox: 0.539493 loss_dfl: 0.437984 loss: 2.034829 eta: 1 day, 11:10:37 batch_cost: 0.9007 data_cost: 0.0004 ips: 53.2946 images/s [03/12 20:19:53] ppdet.engine INFO: Epoch: [89] [180/610] learning_rate: 0.191598 loss_vfl: 1.099161 loss_bbox: 0.527926 loss_dfl: 0.424040 loss: 2.070137 eta: 1 day, 11:10:16 batch_cost: 0.9473 data_cost: 0.0004 ips: 50.6721 images/s [03/12 20:20:14] ppdet.engine INFO: Epoch: [89] [200/610] learning_rate: 0.191565 loss_vfl: 1.094747 loss_bbox: 0.538406 loss_dfl: 0.443687 loss: 2.095492 eta: 1 day, 11:09:55 batch_cost: 0.9611 data_cost: 0.0004 ips: 49.9408 images/s [03/12 20:20:37] ppdet.engine INFO: Epoch: [89] [220/610] learning_rate: 0.191532 loss_vfl: 1.098551 loss_bbox: 0.530000 loss_dfl: 0.433436 loss: 2.077944 eta: 1 day, 11:09:36 batch_cost: 1.0131 data_cost: 0.0004 ips: 47.3813 images/s [03/12 20:20:59] ppdet.engine INFO: Epoch: [89] [240/610] learning_rate: 0.191499 loss_vfl: 1.119549 loss_bbox: 0.545397 loss_dfl: 0.438518 loss: 2.125916 eta: 1 day, 11:09:16 batch_cost: 0.9652 data_cost: 0.0004 ips: 49.7315 images/s [03/12 20:21:20] ppdet.engine INFO: Epoch: [89] [260/610] learning_rate: 0.191466 loss_vfl: 1.025578 loss_bbox: 0.470150 loss_dfl: 0.390499 loss: 1.870672 eta: 1 day, 11:08:54 batch_cost: 0.9509 data_cost: 0.0004 ips: 50.4787 images/s [03/12 20:21:43] ppdet.engine INFO: Epoch: [89] [280/610] learning_rate: 0.191433 loss_vfl: 1.016881 loss_bbox: 0.486837 loss_dfl: 0.398491 loss: 1.892283 eta: 1 day, 11:08:33 batch_cost: 0.9562 data_cost: 0.0004 ips: 50.1993 images/s [03/12 20:22:05] ppdet.engine INFO: Epoch: [89] [300/610] learning_rate: 0.191399 loss_vfl: 1.080106 loss_bbox: 0.504705 loss_dfl: 0.423633 loss: 2.000389 eta: 1 day, 11:08:15 batch_cost: 1.0046 data_cost: 0.0004 ips: 47.7823 images/s [03/12 20:22:27] ppdet.engine INFO: Epoch: [89] [320/610] learning_rate: 0.191366 loss_vfl: 1.081571 loss_bbox: 0.502047 loss_dfl: 0.431811 loss: 2.014810 eta: 1 day, 11:07:56 batch_cost: 1.0087 data_cost: 0.0004 ips: 47.5855 images/s [03/12 20:22:49] ppdet.engine INFO: Epoch: [89] [340/610] learning_rate: 0.191333 loss_vfl: 1.067223 loss_bbox: 0.533134 loss_dfl: 0.438129 loss: 2.061520 eta: 1 day, 11:07:36 batch_cost: 0.9704 data_cost: 0.0004 ips: 49.4620 images/s [03/12 20:23:10] ppdet.engine INFO: Epoch: [89] [360/610] learning_rate: 0.191300 loss_vfl: 1.059093 loss_bbox: 0.511397 loss_dfl: 0.422068 loss: 2.007953 eta: 1 day, 11:07:15 batch_cost: 0.9581 data_cost: 0.0004 ips: 50.0997 images/s [03/12 20:23:33] ppdet.engine INFO: Epoch: [89] [380/610] learning_rate: 0.191267 loss_vfl: 1.037649 loss_bbox: 0.494958 loss_dfl: 0.415989 loss: 1.978213 eta: 1 day, 11:06:56 batch_cost: 1.0030 data_cost: 0.0008 ips: 47.8586 images/s [03/12 20:23:55] ppdet.engine INFO: Epoch: [89] [400/610] learning_rate: 0.191234 loss_vfl: 1.063123 loss_bbox: 0.517266 loss_dfl: 0.425537 loss: 1.970188 eta: 1 day, 11:06:35 batch_cost: 0.9719 data_cost: 0.0004 ips: 49.3903 images/s [03/12 20:24:17] ppdet.engine INFO: Epoch: [89] [420/610] learning_rate: 0.191200 loss_vfl: 1.008295 loss_bbox: 0.500581 loss_dfl: 0.413704 loss: 1.932236 eta: 1 day, 11:06:16 batch_cost: 0.9863 data_cost: 0.0004 ips: 48.6655 images/s [03/12 20:24:39] ppdet.engine INFO: Epoch: [89] [440/610] learning_rate: 0.191167 loss_vfl: 0.990796 loss_bbox: 0.471127 loss_dfl: 0.371047 loss: 1.829160 eta: 1 day, 11:05:57 batch_cost: 1.0135 data_cost: 0.0004 ips: 47.3600 images/s [03/12 20:25:02] ppdet.engine INFO: Epoch: [89] [460/610] learning_rate: 0.191134 loss_vfl: 1.036253 loss_bbox: 0.504386 loss_dfl: 0.417783 loss: 1.970814 eta: 1 day, 11:05:37 batch_cost: 0.9704 data_cost: 0.0004 ips: 49.4655 images/s [03/12 20:25:23] ppdet.engine INFO: Epoch: [89] [480/610] learning_rate: 0.191101 loss_vfl: 1.047549 loss_bbox: 0.494304 loss_dfl: 0.408817 loss: 1.944948 eta: 1 day, 11:05:15 batch_cost: 0.9413 data_cost: 0.0004 ips: 50.9947 images/s [03/12 20:25:45] ppdet.engine INFO: Epoch: [89] [500/610] learning_rate: 0.191067 loss_vfl: 1.091372 loss_bbox: 0.535077 loss_dfl: 0.437020 loss: 2.070270 eta: 1 day, 11:04:57 batch_cost: 1.0210 data_cost: 0.0004 ips: 47.0143 images/s [03/12 20:26:07] ppdet.engine INFO: Epoch: [89] [520/610] learning_rate: 0.191034 loss_vfl: 1.093210 loss_bbox: 0.512767 loss_dfl: 0.418993 loss: 2.008483 eta: 1 day, 11:04:37 batch_cost: 0.9842 data_cost: 0.0004 ips: 48.7727 images/s [03/12 20:26:29] ppdet.engine INFO: Epoch: [89] [540/610] learning_rate: 0.191001 loss_vfl: 0.988325 loss_bbox: 0.477523 loss_dfl: 0.393610 loss: 1.882507 eta: 1 day, 11:04:19 batch_cost: 1.0125 data_cost: 0.0004 ips: 47.4075 images/s [03/12 20:26:52] ppdet.engine INFO: Epoch: [89] [560/610] learning_rate: 0.190968 loss_vfl: 1.092033 loss_bbox: 0.517737 loss_dfl: 0.426266 loss: 2.035268 eta: 1 day, 11:04:00 batch_cost: 1.0061 data_cost: 0.0004 ips: 47.7103 images/s [03/12 20:27:14] ppdet.engine INFO: Epoch: [89] [580/610] learning_rate: 0.190934 loss_vfl: 1.025931 loss_bbox: 0.491599 loss_dfl: 0.411144 loss: 1.924668 eta: 1 day, 11:03:41 batch_cost: 0.9950 data_cost: 0.0004 ips: 48.2435 images/s [03/12 20:27:36] ppdet.engine INFO: Epoch: [89] [600/610] learning_rate: 0.190901 loss_vfl: 1.056770 loss_bbox: 0.489330 loss_dfl: 0.413973 loss: 1.980809 eta: 1 day, 11:03:21 batch_cost: 0.9836 data_cost: 0.0006 ips: 48.7990 images/s [03/12 20:27:45] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 20:27:45] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 20:27:46] ppdet.engine INFO: Eval iter: 0 [03/12 20:28:09] ppdet.engine INFO: Eval iter: 100 [03/12 20:28:20] ppdet.engine INFO: Eval iter: 200 [03/12 20:28:30] ppdet.engine INFO: Eval iter: 300 [03/12 20:28:40] ppdet.engine INFO: Eval iter: 400 [03/12 20:28:51] ppdet.engine INFO: Eval iter: 500 [03/12 20:29:01] ppdet.engine INFO: Eval iter: 600 [03/12 20:29:15] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.59s) creating index... index created! [03/12 20:29:16] 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=60.58s). Accumulating evaluation results... DONE (t=11.78s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.342 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.503 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.367 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.141 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.370 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.549 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.296 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.468 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.498 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.224 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.565 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.739 [03/12 20:30:35] ppdet.engine INFO: Total sample number: 4952, averge FPS: 62.109946835397295 [03/12 20:30:35] ppdet.engine INFO: Best test bbox ap is 0.342. [03/12 20:30:36] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 20:30:36] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 20:30:36] ppdet.engine INFO: Epoch: [90] [ 0/610] learning_rate: 0.190884 loss_vfl: 1.037977 loss_bbox: 0.487809 loss_dfl: 0.414854 loss: 1.953304 eta: 1 day, 11:02:59 batch_cost: 0.6655 data_cost: 0.0005 ips: 72.1235 images/s [03/12 20:30:59] ppdet.engine INFO: Epoch: [90] [ 20/610] learning_rate: 0.190851 loss_vfl: 1.026893 loss_bbox: 0.506069 loss_dfl: 0.413063 loss: 1.952563 eta: 1 day, 11:02:43 batch_cost: 1.0703 data_cost: 0.0004 ips: 44.8458 images/s [03/12 20:31:21] ppdet.engine INFO: Epoch: [90] [ 40/610] learning_rate: 0.190818 loss_vfl: 1.025249 loss_bbox: 0.522478 loss_dfl: 0.406159 loss: 1.972751 eta: 1 day, 11:02:21 batch_cost: 0.9457 data_cost: 0.0005 ips: 50.7536 images/s [03/12 20:31:43] ppdet.engine INFO: Epoch: [90] [ 60/610] learning_rate: 0.190784 loss_vfl: 1.062224 loss_bbox: 0.502521 loss_dfl: 0.419023 loss: 1.980127 eta: 1 day, 11:02:02 batch_cost: 0.9983 data_cost: 0.0004 ips: 48.0837 images/s [03/12 20:32:05] ppdet.engine INFO: Epoch: [90] [ 80/610] learning_rate: 0.190751 loss_vfl: 0.985317 loss_bbox: 0.489630 loss_dfl: 0.406188 loss: 1.873273 eta: 1 day, 11:01:43 batch_cost: 0.9984 data_cost: 0.0004 ips: 48.0763 images/s [03/12 20:32:29] ppdet.engine INFO: Epoch: [90] [100/610] learning_rate: 0.190718 loss_vfl: 1.086236 loss_bbox: 0.524007 loss_dfl: 0.420700 loss: 1.993790 eta: 1 day, 11:01:27 batch_cost: 1.0622 data_cost: 0.0005 ips: 45.1880 images/s [03/12 20:32:50] ppdet.engine INFO: Epoch: [90] [120/610] learning_rate: 0.190684 loss_vfl: 0.998453 loss_bbox: 0.475287 loss_dfl: 0.399428 loss: 1.891423 eta: 1 day, 11:01:04 batch_cost: 0.9083 data_cost: 0.0004 ips: 52.8442 images/s [03/12 20:33:12] ppdet.engine INFO: Epoch: [90] [140/610] learning_rate: 0.190651 loss_vfl: 1.079966 loss_bbox: 0.514796 loss_dfl: 0.434296 loss: 2.037056 eta: 1 day, 11:00:41 batch_cost: 0.9263 data_cost: 0.0004 ips: 51.8199 images/s [03/12 20:33:34] ppdet.engine INFO: Epoch: [90] [160/610] learning_rate: 0.190618 loss_vfl: 1.041540 loss_bbox: 0.484754 loss_dfl: 0.417924 loss: 1.934331 eta: 1 day, 11:00:21 batch_cost: 0.9696 data_cost: 0.0005 ips: 49.5060 images/s [03/12 20:33:56] ppdet.engine INFO: Epoch: [90] [180/610] learning_rate: 0.190584 loss_vfl: 1.063896 loss_bbox: 0.512327 loss_dfl: 0.422554 loss: 1.987702 eta: 1 day, 10:59:59 batch_cost: 0.9282 data_cost: 0.0004 ips: 51.7142 images/s [03/12 20:34:17] ppdet.engine INFO: Epoch: [90] [200/610] learning_rate: 0.190551 loss_vfl: 1.084798 loss_bbox: 0.502078 loss_dfl: 0.428770 loss: 2.022059 eta: 1 day, 10:59:36 batch_cost: 0.9194 data_cost: 0.0004 ips: 52.2072 images/s [03/12 20:34:41] ppdet.engine INFO: Epoch: [90] [220/610] learning_rate: 0.190518 loss_vfl: 1.099901 loss_bbox: 0.533440 loss_dfl: 0.442402 loss: 2.091156 eta: 1 day, 10:59:18 batch_cost: 1.0251 data_cost: 0.0004 ips: 46.8242 images/s [03/12 20:35:01] ppdet.engine INFO: Epoch: [90] [240/610] learning_rate: 0.190484 loss_vfl: 1.070233 loss_bbox: 0.507950 loss_dfl: 0.415777 loss: 1.989333 eta: 1 day, 10:58:57 batch_cost: 0.9518 data_cost: 0.0004 ips: 50.4296 images/s [03/12 20:35:23] ppdet.engine INFO: Epoch: [90] [260/610] learning_rate: 0.190451 loss_vfl: 1.049423 loss_bbox: 0.510324 loss_dfl: 0.424141 loss: 2.005138 eta: 1 day, 10:58:38 batch_cost: 1.0024 data_cost: 0.0004 ips: 47.8872 images/s [03/12 20:35:46] ppdet.engine INFO: Epoch: [90] [280/610] learning_rate: 0.190417 loss_vfl: 1.035855 loss_bbox: 0.510307 loss_dfl: 0.413755 loss: 1.959516 eta: 1 day, 10:58:19 batch_cost: 1.0041 data_cost: 0.0004 ips: 47.8059 images/s [03/12 20:36:07] ppdet.engine INFO: Epoch: [90] [300/610] learning_rate: 0.190384 loss_vfl: 1.076759 loss_bbox: 0.528548 loss_dfl: 0.430398 loss: 2.019772 eta: 1 day, 10:57:59 batch_cost: 0.9728 data_cost: 0.0004 ips: 49.3429 images/s [03/12 20:36:30] ppdet.engine INFO: Epoch: [90] [320/610] learning_rate: 0.190350 loss_vfl: 1.107793 loss_bbox: 0.526959 loss_dfl: 0.429092 loss: 2.053956 eta: 1 day, 10:57:41 batch_cost: 1.0270 data_cost: 0.0004 ips: 46.7373 images/s [03/12 20:36:51] ppdet.engine INFO: Epoch: [90] [340/610] learning_rate: 0.190317 loss_vfl: 1.133000 loss_bbox: 0.530329 loss_dfl: 0.439009 loss: 2.110837 eta: 1 day, 10:57:22 batch_cost: 0.9989 data_cost: 0.0004 ips: 48.0514 images/s [03/12 20:37:13] ppdet.engine INFO: Epoch: [90] [360/610] learning_rate: 0.190284 loss_vfl: 1.072910 loss_bbox: 0.508582 loss_dfl: 0.426112 loss: 1.975693 eta: 1 day, 10:57:02 batch_cost: 0.9767 data_cost: 0.0004 ips: 49.1448 images/s [03/12 20:37:34] ppdet.engine INFO: Epoch: [90] [380/610] learning_rate: 0.190250 loss_vfl: 1.044398 loss_bbox: 0.489935 loss_dfl: 0.406133 loss: 1.940755 eta: 1 day, 10:56:39 batch_cost: 0.9149 data_cost: 0.0004 ips: 52.4664 images/s [03/12 20:37:56] ppdet.engine INFO: Epoch: [90] [400/610] learning_rate: 0.190217 loss_vfl: 1.025393 loss_bbox: 0.503869 loss_dfl: 0.416736 loss: 1.943322 eta: 1 day, 10:56:16 batch_cost: 0.9122 data_cost: 0.0004 ips: 52.6182 images/s [03/12 20:38:19] ppdet.engine INFO: Epoch: [90] [420/610] learning_rate: 0.190183 loss_vfl: 1.074967 loss_bbox: 0.525855 loss_dfl: 0.419606 loss: 2.016805 eta: 1 day, 10:55:59 batch_cost: 1.0506 data_cost: 0.0005 ips: 45.6901 images/s [03/12 20:38:41] ppdet.engine INFO: Epoch: [90] [440/610] learning_rate: 0.190150 loss_vfl: 1.078258 loss_bbox: 0.510872 loss_dfl: 0.423938 loss: 2.011551 eta: 1 day, 10:55:41 batch_cost: 1.0102 data_cost: 0.0004 ips: 47.5134 images/s [03/12 20:39:03] ppdet.engine INFO: Epoch: [90] [460/610] learning_rate: 0.190116 loss_vfl: 1.134733 loss_bbox: 0.537197 loss_dfl: 0.439076 loss: 2.124499 eta: 1 day, 10:55:22 batch_cost: 1.0027 data_cost: 0.0004 ips: 47.8720 images/s [03/12 20:39:25] ppdet.engine INFO: Epoch: [90] [480/610] learning_rate: 0.190083 loss_vfl: 1.120752 loss_bbox: 0.514302 loss_dfl: 0.421295 loss: 2.069233 eta: 1 day, 10:55:01 batch_cost: 0.9564 data_cost: 0.0004 ips: 50.1873 images/s [03/12 20:39:47] ppdet.engine INFO: Epoch: [90] [500/610] learning_rate: 0.190049 loss_vfl: 1.057834 loss_bbox: 0.506994 loss_dfl: 0.419242 loss: 1.979428 eta: 1 day, 10:54:43 batch_cost: 1.0173 data_cost: 0.0007 ips: 47.1844 images/s [03/12 20:40:09] ppdet.engine INFO: Epoch: [90] [520/610] learning_rate: 0.190016 loss_vfl: 1.102841 loss_bbox: 0.512538 loss_dfl: 0.416504 loss: 2.054292 eta: 1 day, 10:54:20 batch_cost: 0.9261 data_cost: 0.0004 ips: 51.8307 images/s [03/12 20:40:32] ppdet.engine INFO: Epoch: [90] [540/610] learning_rate: 0.189982 loss_vfl: 1.039170 loss_bbox: 0.514063 loss_dfl: 0.423009 loss: 1.983916 eta: 1 day, 10:53:58 batch_cost: 0.9305 data_cost: 0.0005 ips: 51.5874 images/s [03/12 20:40:54] ppdet.engine INFO: Epoch: [90] [560/610] learning_rate: 0.189949 loss_vfl: 1.080029 loss_bbox: 0.523227 loss_dfl: 0.435341 loss: 2.014142 eta: 1 day, 10:53:33 batch_cost: 0.8738 data_cost: 0.0004 ips: 54.9343 images/s [03/12 20:41:17] ppdet.engine INFO: Epoch: [90] [580/610] learning_rate: 0.189915 loss_vfl: 1.017481 loss_bbox: 0.487239 loss_dfl: 0.396907 loss: 1.891867 eta: 1 day, 10:53:17 batch_cost: 1.0600 data_cost: 0.0004 ips: 45.2849 images/s [03/12 20:41:38] ppdet.engine INFO: Epoch: [90] [600/610] learning_rate: 0.189882 loss_vfl: 1.035877 loss_bbox: 0.480397 loss_dfl: 0.400155 loss: 1.938356 eta: 1 day, 10:52:55 batch_cost: 0.9283 data_cost: 0.0005 ips: 51.7068 images/s [03/12 20:42:00] ppdet.engine INFO: Epoch: [91] [ 0/610] learning_rate: 0.189865 loss_vfl: 1.012901 loss_bbox: 0.481579 loss_dfl: 0.390455 loss: 1.889061 eta: 1 day, 10:53:03 batch_cost: 1.3662 data_cost: 0.5869 ips: 35.1331 images/s [03/12 20:42:26] ppdet.engine INFO: Epoch: [91] [ 20/610] learning_rate: 0.189831 loss_vfl: 1.047817 loss_bbox: 0.494764 loss_dfl: 0.425031 loss: 1.938195 eta: 1 day, 10:52:49 batch_cost: 1.1095 data_cost: 0.0004 ips: 43.2638 images/s [03/12 20:42:47] ppdet.engine INFO: Epoch: [91] [ 40/610] learning_rate: 0.189798 loss_vfl: 1.061790 loss_bbox: 0.499071 loss_dfl: 0.413032 loss: 1.960666 eta: 1 day, 10:52:29 batch_cost: 0.9728 data_cost: 0.0004 ips: 49.3403 images/s [03/12 20:43:08] ppdet.engine INFO: Epoch: [91] [ 60/610] learning_rate: 0.189764 loss_vfl: 1.104252 loss_bbox: 0.539105 loss_dfl: 0.439062 loss: 2.083720 eta: 1 day, 10:52:06 batch_cost: 0.9084 data_cost: 0.0009 ips: 52.8402 images/s [03/12 20:43:29] ppdet.engine INFO: Epoch: [91] [ 80/610] learning_rate: 0.189731 loss_vfl: 1.059471 loss_bbox: 0.512785 loss_dfl: 0.411712 loss: 1.997272 eta: 1 day, 10:51:45 batch_cost: 0.9575 data_cost: 0.0007 ips: 50.1313 images/s [03/12 20:43:52] ppdet.engine INFO: Epoch: [91] [100/610] learning_rate: 0.189697 loss_vfl: 1.043218 loss_bbox: 0.501123 loss_dfl: 0.419488 loss: 1.967032 eta: 1 day, 10:51:28 batch_cost: 1.0524 data_cost: 0.0004 ips: 45.6096 images/s [03/12 20:44:14] ppdet.engine INFO: Epoch: [91] [120/610] learning_rate: 0.189663 loss_vfl: 1.056373 loss_bbox: 0.505570 loss_dfl: 0.421825 loss: 1.998475 eta: 1 day, 10:51:09 batch_cost: 1.0043 data_cost: 0.0004 ips: 47.7943 images/s [03/12 20:44:35] ppdet.engine INFO: Epoch: [91] [140/610] learning_rate: 0.189630 loss_vfl: 1.022467 loss_bbox: 0.505872 loss_dfl: 0.410299 loss: 1.916511 eta: 1 day, 10:50:48 batch_cost: 0.9486 data_cost: 0.0004 ips: 50.6026 images/s [03/12 20:44:58] ppdet.engine INFO: Epoch: [91] [160/610] learning_rate: 0.189596 loss_vfl: 1.011200 loss_bbox: 0.501650 loss_dfl: 0.404108 loss: 1.927398 eta: 1 day, 10:50:31 batch_cost: 1.0535 data_cost: 0.0004 ips: 45.5645 images/s [03/12 20:45:21] ppdet.engine INFO: Epoch: [91] [180/610] learning_rate: 0.189563 loss_vfl: 1.066516 loss_bbox: 0.506429 loss_dfl: 0.413753 loss: 1.988553 eta: 1 day, 10:50:12 batch_cost: 1.0039 data_cost: 0.0004 ips: 47.8140 images/s [03/12 20:45:43] ppdet.engine INFO: Epoch: [91] [200/610] learning_rate: 0.189529 loss_vfl: 1.043524 loss_bbox: 0.512718 loss_dfl: 0.415240 loss: 1.918628 eta: 1 day, 10:49:53 batch_cost: 0.9966 data_cost: 0.0004 ips: 48.1656 images/s [03/12 20:46:05] ppdet.engine INFO: Epoch: [91] [220/610] learning_rate: 0.189495 loss_vfl: 1.046753 loss_bbox: 0.515572 loss_dfl: 0.430660 loss: 2.008744 eta: 1 day, 10:49:35 batch_cost: 1.0095 data_cost: 0.0008 ips: 47.5474 images/s [03/12 20:46:27] ppdet.engine INFO: Epoch: [91] [240/610] learning_rate: 0.189462 loss_vfl: 1.006671 loss_bbox: 0.468539 loss_dfl: 0.400849 loss: 1.878330 eta: 1 day, 10:49:15 batch_cost: 0.9986 data_cost: 0.0004 ips: 48.0660 images/s [03/12 20:46:48] ppdet.engine INFO: Epoch: [91] [260/610] learning_rate: 0.189428 loss_vfl: 1.040904 loss_bbox: 0.509597 loss_dfl: 0.427985 loss: 1.981345 eta: 1 day, 10:48:53 batch_cost: 0.9245 data_cost: 0.0006 ips: 51.9219 images/s [03/12 20:47:10] ppdet.engine INFO: Epoch: [91] [280/610] learning_rate: 0.189394 loss_vfl: 1.060570 loss_bbox: 0.515206 loss_dfl: 0.408004 loss: 1.980548 eta: 1 day, 10:48:33 batch_cost: 0.9740 data_cost: 0.0004 ips: 49.2789 images/s [03/12 20:47:33] ppdet.engine INFO: Epoch: [91] [300/610] learning_rate: 0.189361 loss_vfl: 1.044426 loss_bbox: 0.514737 loss_dfl: 0.429344 loss: 2.016019 eta: 1 day, 10:48:14 batch_cost: 0.9985 data_cost: 0.0004 ips: 48.0731 images/s [03/12 20:47:54] ppdet.engine INFO: Epoch: [91] [320/610] learning_rate: 0.189327 loss_vfl: 1.031181 loss_bbox: 0.501407 loss_dfl: 0.412263 loss: 1.963355 eta: 1 day, 10:47:53 batch_cost: 0.9555 data_cost: 0.0004 ips: 50.2378 images/s [03/12 20:48:15] ppdet.engine INFO: Epoch: [91] [340/610] learning_rate: 0.189293 loss_vfl: 1.059993 loss_bbox: 0.534583 loss_dfl: 0.441135 loss: 2.010804 eta: 1 day, 10:47:29 batch_cost: 0.8982 data_cost: 0.0004 ips: 53.4426 images/s [03/12 20:48:38] ppdet.engine INFO: Epoch: [91] [360/610] learning_rate: 0.189260 loss_vfl: 1.168184 loss_bbox: 0.564315 loss_dfl: 0.456885 loss: 2.199350 eta: 1 day, 10:47:12 batch_cost: 1.0404 data_cost: 0.0004 ips: 46.1364 images/s [03/12 20:48:59] ppdet.engine INFO: Epoch: [91] [380/610] learning_rate: 0.189226 loss_vfl: 1.014704 loss_bbox: 0.497658 loss_dfl: 0.413012 loss: 1.905453 eta: 1 day, 10:46:49 batch_cost: 0.9150 data_cost: 0.0004 ips: 52.4601 images/s [03/12 20:49:21] ppdet.engine INFO: Epoch: [91] [400/610] learning_rate: 0.189192 loss_vfl: 1.072075 loss_bbox: 0.497888 loss_dfl: 0.427443 loss: 1.992293 eta: 1 day, 10:46:31 batch_cost: 1.0172 data_cost: 0.0004 ips: 47.1886 images/s [03/12 20:49:43] ppdet.engine INFO: Epoch: [91] [420/610] learning_rate: 0.189158 loss_vfl: 1.082966 loss_bbox: 0.533920 loss_dfl: 0.434165 loss: 2.022130 eta: 1 day, 10:46:10 batch_cost: 0.9522 data_cost: 0.0004 ips: 50.4115 images/s [03/12 20:50:04] ppdet.engine INFO: Epoch: [91] [440/610] learning_rate: 0.189125 loss_vfl: 1.045583 loss_bbox: 0.493210 loss_dfl: 0.417992 loss: 1.984694 eta: 1 day, 10:45:46 batch_cost: 0.8921 data_cost: 0.0004 ips: 53.8067 images/s [03/12 20:50:26] ppdet.engine INFO: Epoch: [91] [460/610] learning_rate: 0.189091 loss_vfl: 1.087123 loss_bbox: 0.504334 loss_dfl: 0.417096 loss: 2.005248 eta: 1 day, 10:45:26 batch_cost: 0.9956 data_cost: 0.0004 ips: 48.2117 images/s [03/12 20:50:49] ppdet.engine INFO: Epoch: [91] [480/610] learning_rate: 0.189057 loss_vfl: 1.066772 loss_bbox: 0.510492 loss_dfl: 0.425383 loss: 2.013376 eta: 1 day, 10:45:09 batch_cost: 1.0377 data_cost: 0.0004 ips: 46.2544 images/s [03/12 20:51:11] ppdet.engine INFO: Epoch: [91] [500/610] learning_rate: 0.189023 loss_vfl: 1.114515 loss_bbox: 0.509733 loss_dfl: 0.422538 loss: 2.041554 eta: 1 day, 10:44:48 batch_cost: 0.9588 data_cost: 0.0011 ips: 50.0649 images/s [03/12 20:51:32] ppdet.engine INFO: Epoch: [91] [520/610] learning_rate: 0.188990 loss_vfl: 1.104306 loss_bbox: 0.551149 loss_dfl: 0.445121 loss: 2.096883 eta: 1 day, 10:44:26 batch_cost: 0.9399 data_cost: 0.0005 ips: 51.0715 images/s [03/12 20:51:54] ppdet.engine INFO: Epoch: [91] [540/610] learning_rate: 0.188956 loss_vfl: 1.019370 loss_bbox: 0.487923 loss_dfl: 0.397323 loss: 1.929721 eta: 1 day, 10:44:07 batch_cost: 0.9855 data_cost: 0.0004 ips: 48.7050 images/s [03/12 20:52:16] ppdet.engine INFO: Epoch: [91] [560/610] learning_rate: 0.188922 loss_vfl: 1.080441 loss_bbox: 0.517112 loss_dfl: 0.430380 loss: 2.018851 eta: 1 day, 10:43:46 batch_cost: 0.9649 data_cost: 0.0004 ips: 49.7437 images/s [03/12 20:52:37] ppdet.engine INFO: Epoch: [91] [580/610] learning_rate: 0.188888 loss_vfl: 1.088728 loss_bbox: 0.528609 loss_dfl: 0.424602 loss: 2.007035 eta: 1 day, 10:43:24 batch_cost: 0.9204 data_cost: 0.0004 ips: 52.1528 images/s [03/12 20:52:58] ppdet.engine INFO: Epoch: [91] [600/610] learning_rate: 0.188855 loss_vfl: 1.078012 loss_bbox: 0.486985 loss_dfl: 0.409469 loss: 1.971618 eta: 1 day, 10:43:03 batch_cost: 0.9608 data_cost: 0.0005 ips: 49.9572 images/s [03/12 20:53:19] ppdet.engine INFO: Epoch: [92] [ 0/610] learning_rate: 0.188838 loss_vfl: 1.036331 loss_bbox: 0.490671 loss_dfl: 0.401099 loss: 1.963839 eta: 1 day, 10:43:08 batch_cost: 1.2982 data_cost: 0.3750 ips: 36.9733 images/s [03/12 20:53:44] ppdet.engine INFO: Epoch: [92] [ 20/610] learning_rate: 0.188804 loss_vfl: 1.050193 loss_bbox: 0.507659 loss_dfl: 0.419156 loss: 2.010266 eta: 1 day, 10:42:55 batch_cost: 1.1247 data_cost: 0.0004 ips: 42.6766 images/s [03/12 20:54:06] ppdet.engine INFO: Epoch: [92] [ 40/610] learning_rate: 0.188770 loss_vfl: 1.047307 loss_bbox: 0.518246 loss_dfl: 0.421404 loss: 1.979044 eta: 1 day, 10:42:35 batch_cost: 0.9908 data_cost: 0.0004 ips: 48.4464 images/s [03/12 20:54:28] ppdet.engine INFO: Epoch: [92] [ 60/610] learning_rate: 0.188736 loss_vfl: 1.109136 loss_bbox: 0.512982 loss_dfl: 0.425940 loss: 2.026014 eta: 1 day, 10:42:15 batch_cost: 0.9843 data_cost: 0.0004 ips: 48.7670 images/s [03/12 20:54:50] ppdet.engine INFO: Epoch: [92] [ 80/610] learning_rate: 0.188702 loss_vfl: 1.137860 loss_bbox: 0.556789 loss_dfl: 0.454978 loss: 2.174457 eta: 1 day, 10:41:58 batch_cost: 1.0465 data_cost: 0.0004 ips: 45.8690 images/s [03/12 20:55:12] ppdet.engine INFO: Epoch: [92] [100/610] learning_rate: 0.188669 loss_vfl: 1.051565 loss_bbox: 0.484122 loss_dfl: 0.410432 loss: 1.917702 eta: 1 day, 10:41:38 batch_cost: 0.9757 data_cost: 0.0004 ips: 49.1937 images/s [03/12 20:55:33] ppdet.engine INFO: Epoch: [92] [120/610] learning_rate: 0.188635 loss_vfl: 1.077625 loss_bbox: 0.521944 loss_dfl: 0.425579 loss: 2.040560 eta: 1 day, 10:41:16 batch_cost: 0.9338 data_cost: 0.0004 ips: 51.4007 images/s [03/12 20:55:55] ppdet.engine INFO: Epoch: [92] [140/610] learning_rate: 0.188601 loss_vfl: 1.050118 loss_bbox: 0.499804 loss_dfl: 0.409768 loss: 1.963349 eta: 1 day, 10:40:55 batch_cost: 0.9622 data_cost: 0.0004 ips: 49.8839 images/s [03/12 20:56:17] ppdet.engine INFO: Epoch: [92] [160/610] learning_rate: 0.188567 loss_vfl: 1.039507 loss_bbox: 0.494755 loss_dfl: 0.391428 loss: 1.901908 eta: 1 day, 10:40:35 batch_cost: 0.9640 data_cost: 0.0004 ips: 49.7932 images/s [03/12 20:56:39] ppdet.engine INFO: Epoch: [92] [180/610] learning_rate: 0.188533 loss_vfl: 1.101112 loss_bbox: 0.535107 loss_dfl: 0.436104 loss: 2.064065 eta: 1 day, 10:40:13 batch_cost: 0.9447 data_cost: 0.0006 ips: 50.8113 images/s [03/12 20:57:00] ppdet.engine INFO: Epoch: [92] [200/610] learning_rate: 0.188499 loss_vfl: 1.054939 loss_bbox: 0.509262 loss_dfl: 0.417273 loss: 1.975771 eta: 1 day, 10:39:49 batch_cost: 0.8919 data_cost: 0.0004 ips: 53.8190 images/s [03/12 20:57:21] ppdet.engine INFO: Epoch: [92] [220/610] learning_rate: 0.188465 loss_vfl: 1.058766 loss_bbox: 0.500727 loss_dfl: 0.427837 loss: 1.982436 eta: 1 day, 10:39:27 batch_cost: 0.9144 data_cost: 0.0005 ips: 52.4962 images/s [03/12 20:57:43] ppdet.engine INFO: Epoch: [92] [240/610] learning_rate: 0.188431 loss_vfl: 1.019120 loss_bbox: 0.504348 loss_dfl: 0.418013 loss: 1.921952 eta: 1 day, 10:39:06 batch_cost: 0.9564 data_cost: 0.0004 ips: 50.1874 images/s [03/12 20:58:04] ppdet.engine INFO: Epoch: [92] [260/610] learning_rate: 0.188397 loss_vfl: 1.078847 loss_bbox: 0.540852 loss_dfl: 0.446920 loss: 2.053850 eta: 1 day, 10:38:43 batch_cost: 0.9189 data_cost: 0.0004 ips: 52.2373 images/s [03/12 20:58:26] ppdet.engine INFO: Epoch: [92] [280/610] learning_rate: 0.188364 loss_vfl: 1.002150 loss_bbox: 0.472755 loss_dfl: 0.397762 loss: 1.868950 eta: 1 day, 10:38:25 batch_cost: 1.0186 data_cost: 0.0004 ips: 47.1247 images/s [03/12 20:58:48] ppdet.engine INFO: Epoch: [92] [300/610] learning_rate: 0.188330 loss_vfl: 1.108363 loss_bbox: 0.528286 loss_dfl: 0.440936 loss: 2.074648 eta: 1 day, 10:38:04 batch_cost: 0.9731 data_cost: 0.0004 ips: 49.3294 images/s [03/12 20:59:10] ppdet.engine INFO: Epoch: [92] [320/610] learning_rate: 0.188296 loss_vfl: 1.081623 loss_bbox: 0.530930 loss_dfl: 0.431369 loss: 2.048099 eta: 1 day, 10:37:44 batch_cost: 0.9780 data_cost: 0.0004 ips: 49.0775 images/s [03/12 20:59:32] ppdet.engine INFO: Epoch: [92] [340/610] learning_rate: 0.188262 loss_vfl: 1.078096 loss_bbox: 0.508781 loss_dfl: 0.422844 loss: 1.993130 eta: 1 day, 10:37:24 batch_cost: 0.9586 data_cost: 0.0004 ips: 50.0746 images/s [03/12 20:59:54] ppdet.engine INFO: Epoch: [92] [360/610] learning_rate: 0.188228 loss_vfl: 1.013603 loss_bbox: 0.468586 loss_dfl: 0.392883 loss: 1.850051 eta: 1 day, 10:37:05 batch_cost: 1.0128 data_cost: 0.0004 ips: 47.3947 images/s [03/12 21:00:17] ppdet.engine INFO: Epoch: [92] [380/610] learning_rate: 0.188194 loss_vfl: 1.076696 loss_bbox: 0.505197 loss_dfl: 0.426526 loss: 2.000523 eta: 1 day, 10:36:42 batch_cost: 0.9166 data_cost: 0.0004 ips: 52.3692 images/s [03/12 21:00:39] ppdet.engine INFO: Epoch: [92] [400/610] learning_rate: 0.188160 loss_vfl: 1.042422 loss_bbox: 0.490070 loss_dfl: 0.407370 loss: 1.947336 eta: 1 day, 10:36:24 batch_cost: 1.0105 data_cost: 0.0004 ips: 47.4991 images/s [03/12 21:01:00] ppdet.engine INFO: Epoch: [92] [420/610] learning_rate: 0.188126 loss_vfl: 1.105396 loss_bbox: 0.526941 loss_dfl: 0.447482 loss: 2.061385 eta: 1 day, 10:36:01 batch_cost: 0.9111 data_cost: 0.0004 ips: 52.6852 images/s [03/12 21:01:22] ppdet.engine INFO: Epoch: [92] [440/610] learning_rate: 0.188092 loss_vfl: 1.077844 loss_bbox: 0.532724 loss_dfl: 0.428919 loss: 1.973985 eta: 1 day, 10:35:35 batch_cost: 0.8480 data_cost: 0.0004 ips: 56.6012 images/s [03/12 21:01:46] ppdet.engine INFO: Epoch: [92] [460/610] learning_rate: 0.188058 loss_vfl: 1.121631 loss_bbox: 0.519124 loss_dfl: 0.427611 loss: 2.087327 eta: 1 day, 10:35:19 batch_cost: 1.0725 data_cost: 0.0004 ips: 44.7568 images/s [03/12 21:02:08] ppdet.engine INFO: Epoch: [92] [480/610] learning_rate: 0.188024 loss_vfl: 1.101191 loss_bbox: 0.528738 loss_dfl: 0.438495 loss: 2.080750 eta: 1 day, 10:35:00 batch_cost: 1.0081 data_cost: 0.0004 ips: 47.6154 images/s [03/12 21:02:30] ppdet.engine INFO: Epoch: [92] [500/610] learning_rate: 0.187990 loss_vfl: 1.030397 loss_bbox: 0.477095 loss_dfl: 0.398143 loss: 1.893717 eta: 1 day, 10:34:41 batch_cost: 0.9821 data_cost: 0.0004 ips: 48.8739 images/s [03/12 21:02:51] ppdet.engine INFO: Epoch: [92] [520/610] learning_rate: 0.187956 loss_vfl: 1.111107 loss_bbox: 0.514586 loss_dfl: 0.424424 loss: 2.094896 eta: 1 day, 10:34:19 batch_cost: 0.9408 data_cost: 0.0004 ips: 51.0196 images/s [03/12 21:03:13] ppdet.engine INFO: Epoch: [92] [540/610] learning_rate: 0.187922 loss_vfl: 1.111623 loss_bbox: 0.518494 loss_dfl: 0.418069 loss: 2.028387 eta: 1 day, 10:34:01 batch_cost: 1.0154 data_cost: 0.0004 ips: 47.2743 images/s [03/12 21:03:35] ppdet.engine INFO: Epoch: [92] [560/610] learning_rate: 0.187888 loss_vfl: 1.005535 loss_bbox: 0.490780 loss_dfl: 0.402817 loss: 1.876562 eta: 1 day, 10:33:41 batch_cost: 0.9751 data_cost: 0.0004 ips: 49.2236 images/s [03/12 21:03:57] ppdet.engine INFO: Epoch: [92] [580/610] learning_rate: 0.187854 loss_vfl: 1.068535 loss_bbox: 0.507311 loss_dfl: 0.428539 loss: 2.001329 eta: 1 day, 10:33:18 batch_cost: 0.9291 data_cost: 0.0004 ips: 51.6650 images/s [03/12 21:04:18] ppdet.engine INFO: Epoch: [92] [600/610] learning_rate: 0.187820 loss_vfl: 1.097319 loss_bbox: 0.524746 loss_dfl: 0.432263 loss: 2.059582 eta: 1 day, 10:32:54 batch_cost: 0.8814 data_cost: 0.0005 ips: 54.4586 images/s [03/12 21:04:40] ppdet.engine INFO: Epoch: [93] [ 0/610] learning_rate: 0.187803 loss_vfl: 1.067981 loss_bbox: 0.501469 loss_dfl: 0.418929 loss: 1.990014 eta: 1 day, 10:33:02 batch_cost: 1.3142 data_cost: 0.5907 ips: 36.5250 images/s [03/12 21:05:06] ppdet.engine INFO: Epoch: [93] [ 20/610] learning_rate: 0.187769 loss_vfl: 1.061912 loss_bbox: 0.504279 loss_dfl: 0.409469 loss: 1.999829 eta: 1 day, 10:32:48 batch_cost: 1.1158 data_cost: 0.0004 ips: 43.0172 images/s [03/12 21:05:28] ppdet.engine INFO: Epoch: [93] [ 40/610] learning_rate: 0.187735 loss_vfl: 1.064861 loss_bbox: 0.496230 loss_dfl: 0.422842 loss: 1.996678 eta: 1 day, 10:32:27 batch_cost: 0.9533 data_cost: 0.0010 ips: 50.3538 images/s [03/12 21:05:51] ppdet.engine INFO: Epoch: [93] [ 60/610] learning_rate: 0.187701 loss_vfl: 1.082226 loss_bbox: 0.517780 loss_dfl: 0.426852 loss: 2.021916 eta: 1 day, 10:32:11 batch_cost: 1.0666 data_cost: 0.0004 ips: 45.0048 images/s [03/12 21:06:13] ppdet.engine INFO: Epoch: [93] [ 80/610] learning_rate: 0.187667 loss_vfl: 1.029744 loss_bbox: 0.526345 loss_dfl: 0.429357 loss: 1.994079 eta: 1 day, 10:31:50 batch_cost: 0.9563 data_cost: 0.0004 ips: 50.1937 images/s [03/12 21:06:35] ppdet.engine INFO: Epoch: [93] [100/610] learning_rate: 0.187633 loss_vfl: 1.083434 loss_bbox: 0.501573 loss_dfl: 0.414050 loss: 1.996378 eta: 1 day, 10:31:30 batch_cost: 0.9787 data_cost: 0.0004 ips: 49.0423 images/s [03/12 21:06:56] ppdet.engine INFO: Epoch: [93] [120/610] learning_rate: 0.187598 loss_vfl: 1.011690 loss_bbox: 0.489781 loss_dfl: 0.400763 loss: 1.880999 eta: 1 day, 10:31:06 batch_cost: 0.8932 data_cost: 0.0010 ips: 53.7400 images/s [03/12 21:07:20] ppdet.engine INFO: Epoch: [93] [140/610] learning_rate: 0.187564 loss_vfl: 1.085457 loss_bbox: 0.526716 loss_dfl: 0.418504 loss: 2.032845 eta: 1 day, 10:30:50 batch_cost: 1.0713 data_cost: 0.0004 ips: 44.8049 images/s [03/12 21:07:41] ppdet.engine INFO: Epoch: [93] [160/610] learning_rate: 0.187530 loss_vfl: 1.113901 loss_bbox: 0.543377 loss_dfl: 0.439945 loss: 2.089710 eta: 1 day, 10:30:30 batch_cost: 0.9774 data_cost: 0.0007 ips: 49.1108 images/s [03/12 21:08:03] ppdet.engine INFO: Epoch: [93] [180/610] learning_rate: 0.187496 loss_vfl: 1.046360 loss_bbox: 0.516150 loss_dfl: 0.428854 loss: 2.005458 eta: 1 day, 10:30:09 batch_cost: 0.9617 data_cost: 0.0010 ips: 49.9129 images/s [03/12 21:08:25] ppdet.engine INFO: Epoch: [93] [200/610] learning_rate: 0.187462 loss_vfl: 0.995494 loss_bbox: 0.495313 loss_dfl: 0.407929 loss: 1.874331 eta: 1 day, 10:29:47 batch_cost: 0.9251 data_cost: 0.0004 ips: 51.8853 images/s [03/12 21:08:47] ppdet.engine INFO: Epoch: [93] [220/610] learning_rate: 0.187428 loss_vfl: 1.045522 loss_bbox: 0.488248 loss_dfl: 0.405592 loss: 1.948926 eta: 1 day, 10:29:28 batch_cost: 0.9960 data_cost: 0.0004 ips: 48.1908 images/s [03/12 21:09:08] ppdet.engine INFO: Epoch: [93] [240/610] learning_rate: 0.187394 loss_vfl: 1.001405 loss_bbox: 0.467049 loss_dfl: 0.399128 loss: 1.871087 eta: 1 day, 10:29:06 batch_cost: 0.9300 data_cost: 0.0004 ips: 51.6106 images/s [03/12 21:09:30] ppdet.engine INFO: Epoch: [93] [260/610] learning_rate: 0.187360 loss_vfl: 1.000430 loss_bbox: 0.486704 loss_dfl: 0.387549 loss: 1.868582 eta: 1 day, 10:28:45 batch_cost: 0.9518 data_cost: 0.0007 ips: 50.4331 images/s [03/12 21:09:52] ppdet.engine INFO: Epoch: [93] [280/610] learning_rate: 0.187325 loss_vfl: 1.092505 loss_bbox: 0.535557 loss_dfl: 0.434479 loss: 2.097326 eta: 1 day, 10:28:22 batch_cost: 0.9163 data_cost: 0.0004 ips: 52.3858 images/s [03/12 21:10:15] ppdet.engine INFO: Epoch: [93] [300/610] learning_rate: 0.187291 loss_vfl: 1.074489 loss_bbox: 0.491109 loss_dfl: 0.413695 loss: 1.993204 eta: 1 day, 10:28:04 batch_cost: 1.0277 data_cost: 0.0004 ips: 46.7052 images/s [03/12 21:10:37] ppdet.engine INFO: Epoch: [93] [320/610] learning_rate: 0.187257 loss_vfl: 1.017557 loss_bbox: 0.512035 loss_dfl: 0.421194 loss: 1.950082 eta: 1 day, 10:27:41 batch_cost: 0.9204 data_cost: 0.0028 ips: 52.1497 images/s [03/12 21:10:59] ppdet.engine INFO: Epoch: [93] [340/610] learning_rate: 0.187223 loss_vfl: 1.020768 loss_bbox: 0.480212 loss_dfl: 0.398611 loss: 1.891805 eta: 1 day, 10:27:20 batch_cost: 0.9556 data_cost: 0.0011 ips: 50.2283 images/s [03/12 21:11:22] ppdet.engine INFO: Epoch: [93] [360/610] learning_rate: 0.187189 loss_vfl: 1.058873 loss_bbox: 0.534688 loss_dfl: 0.429126 loss: 2.012603 eta: 1 day, 10:27:04 batch_cost: 1.0563 data_cost: 0.0004 ips: 45.4399 images/s [03/12 21:11:45] ppdet.engine INFO: Epoch: [93] [380/610] learning_rate: 0.187154 loss_vfl: 1.024107 loss_bbox: 0.504674 loss_dfl: 0.420316 loss: 1.926313 eta: 1 day, 10:26:47 batch_cost: 1.0548 data_cost: 0.0004 ips: 45.5061 images/s [03/12 21:12:07] ppdet.engine INFO: Epoch: [93] [400/610] learning_rate: 0.187120 loss_vfl: 1.036487 loss_bbox: 0.515231 loss_dfl: 0.419694 loss: 1.965944 eta: 1 day, 10:26:28 batch_cost: 1.0021 data_cost: 0.0004 ips: 47.9018 images/s [03/12 21:12:29] ppdet.engine INFO: Epoch: [93] [420/610] learning_rate: 0.187086 loss_vfl: 1.071051 loss_bbox: 0.513520 loss_dfl: 0.429280 loss: 2.026364 eta: 1 day, 10:26:06 batch_cost: 0.9177 data_cost: 0.0005 ips: 52.3048 images/s [03/12 21:12:52] ppdet.engine INFO: Epoch: [93] [440/610] learning_rate: 0.187052 loss_vfl: 1.038315 loss_bbox: 0.498513 loss_dfl: 0.414586 loss: 1.935777 eta: 1 day, 10:25:48 batch_cost: 1.0309 data_cost: 0.0004 ips: 46.5619 images/s [03/12 21:13:12] ppdet.engine INFO: Epoch: [93] [460/610] learning_rate: 0.187018 loss_vfl: 1.048070 loss_bbox: 0.516699 loss_dfl: 0.413389 loss: 1.943034 eta: 1 day, 10:25:24 batch_cost: 0.8862 data_cost: 0.0005 ips: 54.1647 images/s [03/12 21:13:34] ppdet.engine INFO: Epoch: [93] [480/610] learning_rate: 0.186983 loss_vfl: 1.094246 loss_bbox: 0.520432 loss_dfl: 0.429365 loss: 2.039180 eta: 1 day, 10:25:05 batch_cost: 0.9923 data_cost: 0.0004 ips: 48.3707 images/s [03/12 21:13:56] ppdet.engine INFO: Epoch: [93] [500/610] learning_rate: 0.186949 loss_vfl: 1.038432 loss_bbox: 0.509687 loss_dfl: 0.414417 loss: 1.979395 eta: 1 day, 10:24:46 batch_cost: 1.0087 data_cost: 0.0004 ips: 47.5859 images/s [03/12 21:14:18] ppdet.engine INFO: Epoch: [93] [520/610] learning_rate: 0.186915 loss_vfl: 1.016844 loss_bbox: 0.492173 loss_dfl: 0.414725 loss: 1.898255 eta: 1 day, 10:24:27 batch_cost: 1.0130 data_cost: 0.0004 ips: 47.3859 images/s [03/12 21:14:40] ppdet.engine INFO: Epoch: [93] [540/610] learning_rate: 0.186881 loss_vfl: 1.063514 loss_bbox: 0.505510 loss_dfl: 0.420595 loss: 1.986252 eta: 1 day, 10:24:05 batch_cost: 0.9289 data_cost: 0.0004 ips: 51.6748 images/s [03/12 21:15:03] ppdet.engine INFO: Epoch: [93] [560/610] learning_rate: 0.186846 loss_vfl: 1.092899 loss_bbox: 0.533466 loss_dfl: 0.437454 loss: 2.042571 eta: 1 day, 10:23:47 batch_cost: 1.0268 data_cost: 0.0004 ips: 46.7463 images/s [03/12 21:15:26] ppdet.engine INFO: Epoch: [93] [580/610] learning_rate: 0.186812 loss_vfl: 0.959905 loss_bbox: 0.470638 loss_dfl: 0.394518 loss: 1.815025 eta: 1 day, 10:23:30 batch_cost: 1.0458 data_cost: 0.0010 ips: 45.8983 images/s [03/12 21:15:47] ppdet.engine INFO: Epoch: [93] [600/610] learning_rate: 0.186778 loss_vfl: 1.083087 loss_bbox: 0.497931 loss_dfl: 0.414781 loss: 2.004441 eta: 1 day, 10:23:11 batch_cost: 0.9891 data_cost: 0.0005 ips: 48.5276 images/s [03/12 21:16:05] ppdet.engine INFO: Epoch: [94] [ 0/610] learning_rate: 0.186761 loss_vfl: 0.996102 loss_bbox: 0.471155 loss_dfl: 0.392660 loss: 1.877795 eta: 1 day, 10:23:09 batch_cost: 1.1552 data_cost: 0.3331 ips: 41.5504 images/s [03/12 21:16:33] ppdet.engine INFO: Epoch: [94] [ 20/610] learning_rate: 0.186726 loss_vfl: 1.105470 loss_bbox: 0.522090 loss_dfl: 0.445427 loss: 2.060359 eta: 1 day, 10:23:02 batch_cost: 1.2873 data_cost: 0.1683 ips: 37.2886 images/s [03/12 21:16:57] ppdet.engine INFO: Epoch: [94] [ 40/610] learning_rate: 0.186692 loss_vfl: 0.968083 loss_bbox: 0.452030 loss_dfl: 0.373952 loss: 1.792773 eta: 1 day, 10:22:44 batch_cost: 1.0166 data_cost: 0.0004 ips: 47.2184 images/s [03/12 21:17:18] ppdet.engine INFO: Epoch: [94] [ 60/610] learning_rate: 0.186658 loss_vfl: 1.055766 loss_bbox: 0.536356 loss_dfl: 0.425655 loss: 2.024435 eta: 1 day, 10:22:21 batch_cost: 0.9089 data_cost: 0.0004 ips: 52.8099 images/s [03/12 21:17:43] ppdet.engine INFO: Epoch: [94] [ 80/610] learning_rate: 0.186623 loss_vfl: 1.039563 loss_bbox: 0.506596 loss_dfl: 0.413597 loss: 1.967041 eta: 1 day, 10:22:07 batch_cost: 1.1166 data_cost: 0.0005 ips: 42.9866 images/s [03/12 21:18:05] ppdet.engine INFO: Epoch: [94] [100/610] learning_rate: 0.186589 loss_vfl: 1.115480 loss_bbox: 0.508268 loss_dfl: 0.417378 loss: 2.008210 eta: 1 day, 10:21:48 batch_cost: 0.9894 data_cost: 0.0004 ips: 48.5160 images/s [03/12 21:18:27] ppdet.engine INFO: Epoch: [94] [120/610] learning_rate: 0.186555 loss_vfl: 0.992967 loss_bbox: 0.474142 loss_dfl: 0.392091 loss: 1.841212 eta: 1 day, 10:21:29 batch_cost: 1.0074 data_cost: 0.0004 ips: 47.6458 images/s [03/12 21:18:48] ppdet.engine INFO: Epoch: [94] [140/610] learning_rate: 0.186520 loss_vfl: 1.099656 loss_bbox: 0.541428 loss_dfl: 0.441805 loss: 2.108273 eta: 1 day, 10:21:07 batch_cost: 0.9249 data_cost: 0.0004 ips: 51.8950 images/s [03/12 21:19:11] ppdet.engine INFO: Epoch: [94] [160/610] learning_rate: 0.186486 loss_vfl: 1.011446 loss_bbox: 0.469728 loss_dfl: 0.401470 loss: 1.913003 eta: 1 day, 10:20:48 batch_cost: 1.0098 data_cost: 0.0004 ips: 47.5350 images/s [03/12 21:19:33] ppdet.engine INFO: Epoch: [94] [180/610] learning_rate: 0.186452 loss_vfl: 1.063167 loss_bbox: 0.543731 loss_dfl: 0.434611 loss: 2.018873 eta: 1 day, 10:20:29 batch_cost: 1.0055 data_cost: 0.0008 ips: 47.7361 images/s [03/12 21:19:54] ppdet.engine INFO: Epoch: [94] [200/610] learning_rate: 0.186417 loss_vfl: 1.058477 loss_bbox: 0.522727 loss_dfl: 0.414860 loss: 1.992278 eta: 1 day, 10:20:09 batch_cost: 0.9708 data_cost: 0.0009 ips: 49.4451 images/s [03/12 21:20:18] ppdet.engine INFO: Epoch: [94] [220/610] learning_rate: 0.186383 loss_vfl: 1.082824 loss_bbox: 0.511191 loss_dfl: 0.421911 loss: 2.018254 eta: 1 day, 10:19:51 batch_cost: 1.0329 data_cost: 0.0004 ips: 46.4695 images/s [03/12 21:20:39] ppdet.engine INFO: Epoch: [94] [240/610] learning_rate: 0.186349 loss_vfl: 1.115932 loss_bbox: 0.548768 loss_dfl: 0.430553 loss: 2.051670 eta: 1 day, 10:19:31 batch_cost: 0.9732 data_cost: 0.0004 ips: 49.3232 images/s [03/12 21:21:02] ppdet.engine INFO: Epoch: [94] [260/610] learning_rate: 0.186314 loss_vfl: 1.005799 loss_bbox: 0.490069 loss_dfl: 0.400684 loss: 1.914695 eta: 1 day, 10:19:10 batch_cost: 0.9519 data_cost: 0.0004 ips: 50.4272 images/s [03/12 21:21:24] ppdet.engine INFO: Epoch: [94] [280/610] learning_rate: 0.186280 loss_vfl: 1.063767 loss_bbox: 0.517498 loss_dfl: 0.425269 loss: 2.014197 eta: 1 day, 10:18:48 batch_cost: 0.9325 data_cost: 0.0004 ips: 51.4773 images/s [03/12 21:21:46] ppdet.engine INFO: Epoch: [94] [300/610] learning_rate: 0.186245 loss_vfl: 1.022391 loss_bbox: 0.520107 loss_dfl: 0.429835 loss: 1.968842 eta: 1 day, 10:18:28 batch_cost: 0.9923 data_cost: 0.0004 ips: 48.3741 images/s [03/12 21:22:07] ppdet.engine INFO: Epoch: [94] [320/610] learning_rate: 0.186211 loss_vfl: 1.056622 loss_bbox: 0.526011 loss_dfl: 0.428153 loss: 2.014589 eta: 1 day, 10:18:08 batch_cost: 0.9793 data_cost: 0.0004 ips: 49.0124 images/s [03/12 21:22:28] ppdet.engine INFO: Epoch: [94] [340/610] learning_rate: 0.186177 loss_vfl: 1.058909 loss_bbox: 0.491935 loss_dfl: 0.397562 loss: 1.920611 eta: 1 day, 10:17:46 batch_cost: 0.9266 data_cost: 0.0005 ips: 51.8026 images/s [03/12 21:22:51] ppdet.engine INFO: Epoch: [94] [360/610] learning_rate: 0.186142 loss_vfl: 1.037777 loss_bbox: 0.489154 loss_dfl: 0.399890 loss: 1.920296 eta: 1 day, 10:17:27 batch_cost: 1.0055 data_cost: 0.0004 ips: 47.7394 images/s [03/12 21:23:12] ppdet.engine INFO: Epoch: [94] [380/610] learning_rate: 0.186108 loss_vfl: 1.097830 loss_bbox: 0.523992 loss_dfl: 0.439414 loss: 2.046907 eta: 1 day, 10:17:08 batch_cost: 1.0043 data_cost: 0.0004 ips: 47.7936 images/s [03/12 21:23:34] ppdet.engine INFO: Epoch: [94] [400/610] learning_rate: 0.186073 loss_vfl: 1.114621 loss_bbox: 0.535165 loss_dfl: 0.436804 loss: 2.074435 eta: 1 day, 10:16:49 batch_cost: 0.9906 data_cost: 0.0004 ips: 48.4572 images/s [03/12 21:23:57] ppdet.engine INFO: Epoch: [94] [420/610] learning_rate: 0.186039 loss_vfl: 0.996789 loss_bbox: 0.488865 loss_dfl: 0.401328 loss: 1.903759 eta: 1 day, 10:16:30 batch_cost: 1.0065 data_cost: 0.0004 ips: 47.6892 images/s [03/12 21:24:18] ppdet.engine INFO: Epoch: [94] [440/610] learning_rate: 0.186004 loss_vfl: 1.081303 loss_bbox: 0.518086 loss_dfl: 0.441574 loss: 2.042974 eta: 1 day, 10:16:09 batch_cost: 0.9631 data_cost: 0.0006 ips: 49.8410 images/s [03/12 21:24:41] ppdet.engine INFO: Epoch: [94] [460/610] learning_rate: 0.185970 loss_vfl: 1.035255 loss_bbox: 0.515236 loss_dfl: 0.430651 loss: 2.009066 eta: 1 day, 10:15:53 batch_cost: 1.0701 data_cost: 0.0004 ips: 44.8559 images/s [03/12 21:25:03] ppdet.engine INFO: Epoch: [94] [480/610] learning_rate: 0.185935 loss_vfl: 1.032340 loss_bbox: 0.499455 loss_dfl: 0.416114 loss: 1.926976 eta: 1 day, 10:15:33 batch_cost: 0.9579 data_cost: 0.0004 ips: 50.1097 images/s [03/12 21:25:25] ppdet.engine INFO: Epoch: [94] [500/610] learning_rate: 0.185901 loss_vfl: 1.025087 loss_bbox: 0.494311 loss_dfl: 0.401259 loss: 1.891008 eta: 1 day, 10:15:15 batch_cost: 1.0264 data_cost: 0.0004 ips: 46.7662 images/s [03/12 21:25:47] ppdet.engine INFO: Epoch: [94] [520/610] learning_rate: 0.185866 loss_vfl: 1.083333 loss_bbox: 0.489615 loss_dfl: 0.401394 loss: 1.911113 eta: 1 day, 10:14:55 batch_cost: 0.9784 data_cost: 0.0004 ips: 49.0583 images/s [03/12 21:26:09] ppdet.engine INFO: Epoch: [94] [540/610] learning_rate: 0.185832 loss_vfl: 1.004952 loss_bbox: 0.464202 loss_dfl: 0.389335 loss: 1.855708 eta: 1 day, 10:14:34 batch_cost: 0.9558 data_cost: 0.0004 ips: 50.2173 images/s [03/12 21:26:31] ppdet.engine INFO: Epoch: [94] [560/610] learning_rate: 0.185797 loss_vfl: 1.054464 loss_bbox: 0.494520 loss_dfl: 0.404473 loss: 1.941165 eta: 1 day, 10:14:13 batch_cost: 0.9545 data_cost: 0.0004 ips: 50.2901 images/s [03/12 21:26:53] ppdet.engine INFO: Epoch: [94] [580/610] learning_rate: 0.185763 loss_vfl: 1.026085 loss_bbox: 0.506494 loss_dfl: 0.406352 loss: 1.914781 eta: 1 day, 10:13:54 batch_cost: 1.0170 data_cost: 0.0006 ips: 47.1965 images/s [03/12 21:27:15] ppdet.engine INFO: Epoch: [94] [600/610] learning_rate: 0.185728 loss_vfl: 1.065256 loss_bbox: 0.501185 loss_dfl: 0.408961 loss: 1.946582 eta: 1 day, 10:13:35 batch_cost: 0.9851 data_cost: 0.0005 ips: 48.7273 images/s [03/12 21:27:37] ppdet.engine INFO: Epoch: [95] [ 0/610] learning_rate: 0.185711 loss_vfl: 0.986075 loss_bbox: 0.510137 loss_dfl: 0.408700 loss: 1.901460 eta: 1 day, 10:13:42 batch_cost: 1.3394 data_cost: 0.5721 ips: 35.8370 images/s [03/12 21:28:02] ppdet.engine INFO: Epoch: [95] [ 20/610] learning_rate: 0.185677 loss_vfl: 1.088334 loss_bbox: 0.493602 loss_dfl: 0.424380 loss: 1.993971 eta: 1 day, 10:13:28 batch_cost: 1.1245 data_cost: 0.0004 ips: 42.6864 images/s [03/12 21:28:25] ppdet.engine INFO: Epoch: [95] [ 40/610] learning_rate: 0.185642 loss_vfl: 1.020729 loss_bbox: 0.501720 loss_dfl: 0.410316 loss: 1.900569 eta: 1 day, 10:13:09 batch_cost: 0.9900 data_cost: 0.0004 ips: 48.4847 images/s [03/12 21:28:47] ppdet.engine INFO: Epoch: [95] [ 60/610] learning_rate: 0.185607 loss_vfl: 1.053661 loss_bbox: 0.481371 loss_dfl: 0.403664 loss: 1.925738 eta: 1 day, 10:12:49 batch_cost: 0.9909 data_cost: 0.0004 ips: 48.4401 images/s [03/12 21:29:10] ppdet.engine INFO: Epoch: [95] [ 80/610] learning_rate: 0.185573 loss_vfl: 0.985482 loss_bbox: 0.450940 loss_dfl: 0.386653 loss: 1.831203 eta: 1 day, 10:12:30 batch_cost: 0.9873 data_cost: 0.0004 ips: 48.6195 images/s [03/12 21:29:32] ppdet.engine INFO: Epoch: [95] [100/610] learning_rate: 0.185538 loss_vfl: 1.107049 loss_bbox: 0.540782 loss_dfl: 0.439217 loss: 2.074664 eta: 1 day, 10:12:11 batch_cost: 1.0139 data_cost: 0.0004 ips: 47.3440 images/s [03/12 21:29:53] ppdet.engine INFO: Epoch: [95] [120/610] learning_rate: 0.185504 loss_vfl: 1.104623 loss_bbox: 0.542750 loss_dfl: 0.443793 loss: 2.089888 eta: 1 day, 10:11:47 batch_cost: 0.8813 data_cost: 0.0004 ips: 54.4671 images/s [03/12 21:30:14] ppdet.engine INFO: Epoch: [95] [140/610] learning_rate: 0.185469 loss_vfl: 1.063752 loss_bbox: 0.522274 loss_dfl: 0.421914 loss: 2.031389 eta: 1 day, 10:11:25 batch_cost: 0.9350 data_cost: 0.0020 ips: 51.3362 images/s [03/12 21:30:36] ppdet.engine INFO: Epoch: [95] [160/610] learning_rate: 0.185435 loss_vfl: 1.068871 loss_bbox: 0.503723 loss_dfl: 0.423875 loss: 2.013849 eta: 1 day, 10:11:06 batch_cost: 1.0047 data_cost: 0.0006 ips: 47.7767 images/s [03/12 21:30:58] ppdet.engine INFO: Epoch: [95] [180/610] learning_rate: 0.185400 loss_vfl: 1.005068 loss_bbox: 0.471511 loss_dfl: 0.389972 loss: 1.876188 eta: 1 day, 10:10:47 batch_cost: 0.9912 data_cost: 0.0005 ips: 48.4285 images/s [03/12 21:31:21] ppdet.engine INFO: Epoch: [95] [200/610] learning_rate: 0.185365 loss_vfl: 1.021713 loss_bbox: 0.493961 loss_dfl: 0.411823 loss: 1.952671 eta: 1 day, 10:10:27 batch_cost: 0.9876 data_cost: 0.0004 ips: 48.6008 images/s [03/12 21:31:43] ppdet.engine INFO: Epoch: [95] [220/610] learning_rate: 0.185331 loss_vfl: 1.078149 loss_bbox: 0.505342 loss_dfl: 0.429999 loss: 2.011881 eta: 1 day, 10:10:10 batch_cost: 1.0434 data_cost: 0.0008 ips: 46.0040 images/s [03/12 21:32:04] ppdet.engine INFO: Epoch: [95] [240/610] learning_rate: 0.185296 loss_vfl: 1.067552 loss_bbox: 0.506703 loss_dfl: 0.421240 loss: 1.997683 eta: 1 day, 10:09:48 batch_cost: 0.9289 data_cost: 0.0004 ips: 51.6749 images/s [03/12 21:32:25] ppdet.engine INFO: Epoch: [95] [260/610] learning_rate: 0.185261 loss_vfl: 1.066293 loss_bbox: 0.534128 loss_dfl: 0.430828 loss: 2.053111 eta: 1 day, 10:09:27 batch_cost: 0.9549 data_cost: 0.0004 ips: 50.2672 images/s [03/12 21:32:48] ppdet.engine INFO: Epoch: [95] [280/610] learning_rate: 0.185227 loss_vfl: 1.078800 loss_bbox: 0.485723 loss_dfl: 0.418528 loss: 1.988103 eta: 1 day, 10:09:06 batch_cost: 0.9550 data_cost: 0.0004 ips: 50.2608 images/s [03/12 21:33:10] ppdet.engine INFO: Epoch: [95] [300/610] learning_rate: 0.185192 loss_vfl: 0.995649 loss_bbox: 0.478558 loss_dfl: 0.405401 loss: 1.903552 eta: 1 day, 10:08:48 batch_cost: 1.0210 data_cost: 0.0004 ips: 47.0138 images/s [03/12 21:33:30] ppdet.engine INFO: Epoch: [95] [320/610] learning_rate: 0.185158 loss_vfl: 1.028353 loss_bbox: 0.490213 loss_dfl: 0.416704 loss: 1.922065 eta: 1 day, 10:08:25 batch_cost: 0.9252 data_cost: 0.0004 ips: 51.8811 images/s [03/12 21:33:53] ppdet.engine INFO: Epoch: [95] [340/610] learning_rate: 0.185123 loss_vfl: 1.061231 loss_bbox: 0.529739 loss_dfl: 0.428707 loss: 2.020010 eta: 1 day, 10:08:08 batch_cost: 1.0309 data_cost: 0.0005 ips: 46.5617 images/s [03/12 21:34:14] ppdet.engine INFO: Epoch: [95] [360/610] learning_rate: 0.185088 loss_vfl: 1.012840 loss_bbox: 0.484786 loss_dfl: 0.393633 loss: 1.896319 eta: 1 day, 10:07:45 batch_cost: 0.9188 data_cost: 0.0004 ips: 52.2425 images/s [03/12 21:34:37] ppdet.engine INFO: Epoch: [95] [380/610] learning_rate: 0.185054 loss_vfl: 1.028741 loss_bbox: 0.490426 loss_dfl: 0.418021 loss: 1.920320 eta: 1 day, 10:07:26 batch_cost: 0.9920 data_cost: 0.0004 ips: 48.3880 images/s [03/12 21:34:59] ppdet.engine INFO: Epoch: [95] [400/610] learning_rate: 0.185019 loss_vfl: 1.044337 loss_bbox: 0.509439 loss_dfl: 0.424416 loss: 1.963754 eta: 1 day, 10:07:08 batch_cost: 1.0249 data_cost: 0.0004 ips: 46.8333 images/s [03/12 21:35:20] ppdet.engine INFO: Epoch: [95] [420/610] learning_rate: 0.184984 loss_vfl: 1.027708 loss_bbox: 0.480762 loss_dfl: 0.397510 loss: 1.878676 eta: 1 day, 10:06:46 batch_cost: 0.9369 data_cost: 0.0004 ips: 51.2336 images/s [03/12 21:35:44] ppdet.engine INFO: Epoch: [95] [440/610] learning_rate: 0.184949 loss_vfl: 1.082496 loss_bbox: 0.479486 loss_dfl: 0.411652 loss: 2.024975 eta: 1 day, 10:06:27 batch_cost: 1.0102 data_cost: 0.0004 ips: 47.5163 images/s [03/12 21:36:06] ppdet.engine INFO: Epoch: [95] [460/610] learning_rate: 0.184915 loss_vfl: 1.052586 loss_bbox: 0.495435 loss_dfl: 0.412244 loss: 2.007568 eta: 1 day, 10:06:07 batch_cost: 0.9820 data_cost: 0.0004 ips: 48.8804 images/s [03/12 21:36:27] ppdet.engine INFO: Epoch: [95] [480/610] learning_rate: 0.184880 loss_vfl: 1.014866 loss_bbox: 0.477853 loss_dfl: 0.409550 loss: 1.886688 eta: 1 day, 10:05:47 batch_cost: 0.9789 data_cost: 0.0007 ips: 49.0363 images/s [03/12 21:36:49] ppdet.engine INFO: Epoch: [95] [500/610] learning_rate: 0.184845 loss_vfl: 1.067116 loss_bbox: 0.525239 loss_dfl: 0.419166 loss: 2.018843 eta: 1 day, 10:05:24 batch_cost: 0.8892 data_cost: 0.0005 ips: 53.9810 images/s [03/12 21:37:11] ppdet.engine INFO: Epoch: [95] [520/610] learning_rate: 0.184811 loss_vfl: 1.030319 loss_bbox: 0.472310 loss_dfl: 0.397460 loss: 1.859816 eta: 1 day, 10:05:03 batch_cost: 0.9742 data_cost: 0.0005 ips: 49.2717 images/s [03/12 21:37:34] ppdet.engine INFO: Epoch: [95] [540/610] learning_rate: 0.184776 loss_vfl: 1.114249 loss_bbox: 0.547096 loss_dfl: 0.442185 loss: 2.106814 eta: 1 day, 10:04:46 batch_cost: 1.0313 data_cost: 0.0011 ips: 46.5410 images/s [03/12 21:37:56] ppdet.engine INFO: Epoch: [95] [560/610] learning_rate: 0.184741 loss_vfl: 1.067859 loss_bbox: 0.498777 loss_dfl: 0.408140 loss: 1.964201 eta: 1 day, 10:04:26 batch_cost: 0.9988 data_cost: 0.0005 ips: 48.0578 images/s [03/12 21:38:17] ppdet.engine INFO: Epoch: [95] [580/610] learning_rate: 0.184706 loss_vfl: 1.061808 loss_bbox: 0.511883 loss_dfl: 0.426791 loss: 2.036664 eta: 1 day, 10:04:07 batch_cost: 0.9910 data_cost: 0.0004 ips: 48.4369 images/s [03/12 21:38:38] ppdet.engine INFO: Epoch: [95] [600/610] learning_rate: 0.184672 loss_vfl: 1.097079 loss_bbox: 0.525872 loss_dfl: 0.436847 loss: 2.049417 eta: 1 day, 10:03:46 batch_cost: 0.9601 data_cost: 0.0011 ips: 49.9948 images/s [03/12 21:38:58] ppdet.engine INFO: Epoch: [96] [ 0/610] learning_rate: 0.184654 loss_vfl: 1.078774 loss_bbox: 0.499450 loss_dfl: 0.429240 loss: 2.025922 eta: 1 day, 10:03:49 batch_cost: 1.2629 data_cost: 0.4988 ips: 38.0075 images/s [03/12 21:39:25] ppdet.engine INFO: Epoch: [96] [ 20/610] learning_rate: 0.184619 loss_vfl: 0.989528 loss_bbox: 0.471381 loss_dfl: 0.401614 loss: 1.872560 eta: 1 day, 10:03:40 batch_cost: 1.2268 data_cost: 0.0004 ips: 39.1262 images/s [03/12 21:39:49] ppdet.engine INFO: Epoch: [96] [ 40/610] learning_rate: 0.184585 loss_vfl: 1.083024 loss_bbox: 0.499689 loss_dfl: 0.416013 loss: 2.001861 eta: 1 day, 10:03:21 batch_cost: 1.0123 data_cost: 0.0017 ips: 47.4159 images/s [03/12 21:40:11] ppdet.engine INFO: Epoch: [96] [ 60/610] learning_rate: 0.184550 loss_vfl: 1.032772 loss_bbox: 0.495515 loss_dfl: 0.417797 loss: 1.953250 eta: 1 day, 10:03:00 batch_cost: 0.9580 data_cost: 0.0004 ips: 50.1024 images/s [03/12 21:40:33] ppdet.engine INFO: Epoch: [96] [ 80/610] learning_rate: 0.184515 loss_vfl: 1.046804 loss_bbox: 0.509470 loss_dfl: 0.417201 loss: 1.988002 eta: 1 day, 10:02:40 batch_cost: 0.9837 data_cost: 0.0004 ips: 48.7952 images/s [03/12 21:40:54] ppdet.engine INFO: Epoch: [96] [100/610] learning_rate: 0.184480 loss_vfl: 1.079682 loss_bbox: 0.509315 loss_dfl: 0.419863 loss: 2.002279 eta: 1 day, 10:02:20 batch_cost: 0.9706 data_cost: 0.0004 ips: 49.4525 images/s [03/12 21:41:16] ppdet.engine INFO: Epoch: [96] [120/610] learning_rate: 0.184445 loss_vfl: 1.100197 loss_bbox: 0.535362 loss_dfl: 0.428389 loss: 2.047385 eta: 1 day, 10:02:00 batch_cost: 0.9849 data_cost: 0.0004 ips: 48.7343 images/s [03/12 21:41:39] ppdet.engine INFO: Epoch: [96] [140/610] learning_rate: 0.184411 loss_vfl: 1.050104 loss_bbox: 0.483287 loss_dfl: 0.413834 loss: 1.948507 eta: 1 day, 10:01:43 batch_cost: 1.0503 data_cost: 0.0004 ips: 45.7022 images/s [03/12 21:42:01] ppdet.engine INFO: Epoch: [96] [160/610] learning_rate: 0.184376 loss_vfl: 1.034988 loss_bbox: 0.490379 loss_dfl: 0.408821 loss: 1.948930 eta: 1 day, 10:01:24 batch_cost: 0.9834 data_cost: 0.0009 ips: 48.8083 images/s [03/12 21:42:24] ppdet.engine INFO: Epoch: [96] [180/610] learning_rate: 0.184341 loss_vfl: 1.022032 loss_bbox: 0.497863 loss_dfl: 0.411974 loss: 1.930333 eta: 1 day, 10:01:04 batch_cost: 0.9786 data_cost: 0.0014 ips: 49.0503 images/s [03/12 21:42:46] ppdet.engine INFO: Epoch: [96] [200/610] learning_rate: 0.184306 loss_vfl: 1.138041 loss_bbox: 0.557487 loss_dfl: 0.446333 loss: 2.143073 eta: 1 day, 10:00:46 batch_cost: 1.0240 data_cost: 0.0014 ips: 46.8740 images/s [03/12 21:43:08] ppdet.engine INFO: Epoch: [96] [220/610] learning_rate: 0.184271 loss_vfl: 1.112824 loss_bbox: 0.563170 loss_dfl: 0.451967 loss: 2.098588 eta: 1 day, 10:00:25 batch_cost: 0.9579 data_cost: 0.0004 ips: 50.1075 images/s [03/12 21:43:29] ppdet.engine INFO: Epoch: [96] [240/610] learning_rate: 0.184236 loss_vfl: 1.059855 loss_bbox: 0.510071 loss_dfl: 0.426583 loss: 1.987955 eta: 1 day, 10:00:05 batch_cost: 0.9765 data_cost: 0.0008 ips: 49.1568 images/s [03/12 21:43:50] ppdet.engine INFO: Epoch: [96] [260/610] learning_rate: 0.184202 loss_vfl: 0.987745 loss_bbox: 0.489813 loss_dfl: 0.406058 loss: 1.877003 eta: 1 day, 9:59:44 batch_cost: 0.9743 data_cost: 0.0025 ips: 49.2680 images/s [03/12 21:44:11] ppdet.engine INFO: Epoch: [96] [280/610] learning_rate: 0.184167 loss_vfl: 1.033296 loss_bbox: 0.477275 loss_dfl: 0.404420 loss: 1.933921 eta: 1 day, 9:59:21 batch_cost: 0.9085 data_cost: 0.0004 ips: 52.8360 images/s [03/12 21:44:34] ppdet.engine INFO: Epoch: [96] [300/610] learning_rate: 0.184132 loss_vfl: 1.039172 loss_bbox: 0.512980 loss_dfl: 0.402331 loss: 1.926140 eta: 1 day, 9:59:04 batch_cost: 1.0296 data_cost: 0.0004 ips: 46.6207 images/s [03/12 21:44:56] ppdet.engine INFO: Epoch: [96] [320/610] learning_rate: 0.184097 loss_vfl: 1.079915 loss_bbox: 0.499834 loss_dfl: 0.417814 loss: 1.997759 eta: 1 day, 9:58:42 batch_cost: 0.9503 data_cost: 0.0004 ips: 50.5096 images/s [03/12 21:45:18] ppdet.engine INFO: Epoch: [96] [340/610] learning_rate: 0.184062 loss_vfl: 1.051329 loss_bbox: 0.480962 loss_dfl: 0.398053 loss: 1.925637 eta: 1 day, 9:58:23 batch_cost: 0.9869 data_cost: 0.0004 ips: 48.6365 images/s [03/12 21:45:40] ppdet.engine INFO: Epoch: [96] [360/610] learning_rate: 0.184027 loss_vfl: 1.054661 loss_bbox: 0.501458 loss_dfl: 0.421790 loss: 1.972784 eta: 1 day, 9:58:02 batch_cost: 0.9604 data_cost: 0.0021 ips: 49.9803 images/s [03/12 21:46:02] ppdet.engine INFO: Epoch: [96] [380/610] learning_rate: 0.183992 loss_vfl: 1.055640 loss_bbox: 0.523373 loss_dfl: 0.418661 loss: 2.002852 eta: 1 day, 9:57:42 batch_cost: 0.9693 data_cost: 0.0006 ips: 49.5209 images/s [03/12 21:46:24] ppdet.engine INFO: Epoch: [96] [400/610] learning_rate: 0.183957 loss_vfl: 1.097726 loss_bbox: 0.525113 loss_dfl: 0.439999 loss: 2.084894 eta: 1 day, 9:57:22 batch_cost: 0.9809 data_cost: 0.0004 ips: 48.9330 images/s [03/12 21:46:47] ppdet.engine INFO: Epoch: [96] [420/610] learning_rate: 0.183922 loss_vfl: 1.097724 loss_bbox: 0.519239 loss_dfl: 0.425464 loss: 2.030337 eta: 1 day, 9:57:02 batch_cost: 0.9819 data_cost: 0.0004 ips: 48.8857 images/s [03/12 21:47:09] ppdet.engine INFO: Epoch: [96] [440/610] learning_rate: 0.183888 loss_vfl: 1.081967 loss_bbox: 0.511603 loss_dfl: 0.426060 loss: 1.992360 eta: 1 day, 9:56:43 batch_cost: 0.9966 data_cost: 0.0004 ips: 48.1638 images/s [03/12 21:47:31] ppdet.engine INFO: Epoch: [96] [460/610] learning_rate: 0.183853 loss_vfl: 1.048055 loss_bbox: 0.527323 loss_dfl: 0.433060 loss: 2.035626 eta: 1 day, 9:56:25 batch_cost: 1.0351 data_cost: 0.0005 ips: 46.3716 images/s [03/12 21:47:54] ppdet.engine INFO: Epoch: [96] [480/610] learning_rate: 0.183818 loss_vfl: 1.061848 loss_bbox: 0.513646 loss_dfl: 0.420528 loss: 2.008097 eta: 1 day, 9:56:04 batch_cost: 0.9636 data_cost: 0.0005 ips: 49.8119 images/s [03/12 21:48:15] ppdet.engine INFO: Epoch: [96] [500/610] learning_rate: 0.183783 loss_vfl: 1.072936 loss_bbox: 0.522458 loss_dfl: 0.426029 loss: 2.005068 eta: 1 day, 9:55:44 batch_cost: 0.9703 data_cost: 0.0004 ips: 49.4700 images/s [03/12 21:48:37] ppdet.engine INFO: Epoch: [96] [520/610] learning_rate: 0.183748 loss_vfl: 1.042263 loss_bbox: 0.493865 loss_dfl: 0.418178 loss: 1.950139 eta: 1 day, 9:55:22 batch_cost: 0.9317 data_cost: 0.0004 ips: 51.5202 images/s [03/12 21:48:58] ppdet.engine INFO: Epoch: [96] [540/610] learning_rate: 0.183713 loss_vfl: 1.069767 loss_bbox: 0.493291 loss_dfl: 0.412382 loss: 1.974963 eta: 1 day, 9:55:01 batch_cost: 0.9478 data_cost: 0.0004 ips: 50.6428 images/s [03/12 21:49:21] ppdet.engine INFO: Epoch: [96] [560/610] learning_rate: 0.183678 loss_vfl: 1.072120 loss_bbox: 0.528255 loss_dfl: 0.435038 loss: 2.060382 eta: 1 day, 9:54:42 batch_cost: 1.0218 data_cost: 0.0004 ips: 46.9771 images/s [03/12 21:49:42] ppdet.engine INFO: Epoch: [96] [580/610] learning_rate: 0.183643 loss_vfl: 1.053116 loss_bbox: 0.501143 loss_dfl: 0.429061 loss: 2.007019 eta: 1 day, 9:54:21 batch_cost: 0.9521 data_cost: 0.0004 ips: 50.4160 images/s [03/12 21:50:03] ppdet.engine INFO: Epoch: [96] [600/610] learning_rate: 0.183608 loss_vfl: 1.060261 loss_bbox: 0.512377 loss_dfl: 0.419357 loss: 1.989813 eta: 1 day, 9:54:00 batch_cost: 0.9548 data_cost: 0.0013 ips: 50.2730 images/s [03/12 21:50:23] ppdet.engine INFO: Epoch: [97] [ 0/610] learning_rate: 0.183590 loss_vfl: 1.060261 loss_bbox: 0.519414 loss_dfl: 0.424533 loss: 1.989813 eta: 1 day, 9:54:02 batch_cost: 1.2847 data_cost: 0.4202 ips: 37.3640 images/s [03/12 21:50:49] ppdet.engine INFO: Epoch: [97] [ 20/610] learning_rate: 0.183555 loss_vfl: 1.082665 loss_bbox: 0.518271 loss_dfl: 0.434932 loss: 2.051482 eta: 1 day, 9:53:50 batch_cost: 1.1779 data_cost: 0.0004 ips: 40.7502 images/s [03/12 21:51:12] ppdet.engine INFO: Epoch: [97] [ 40/610] learning_rate: 0.183520 loss_vfl: 0.993849 loss_bbox: 0.502769 loss_dfl: 0.407889 loss: 1.905540 eta: 1 day, 9:53:32 batch_cost: 1.0120 data_cost: 0.0004 ips: 47.4321 images/s [03/12 21:51:35] ppdet.engine INFO: Epoch: [97] [ 60/610] learning_rate: 0.183485 loss_vfl: 1.031587 loss_bbox: 0.490309 loss_dfl: 0.414608 loss: 1.917150 eta: 1 day, 9:53:13 batch_cost: 0.9975 data_cost: 0.0004 ips: 48.1214 images/s [03/12 21:51:56] ppdet.engine INFO: Epoch: [97] [ 80/610] learning_rate: 0.183450 loss_vfl: 1.067317 loss_bbox: 0.513949 loss_dfl: 0.420112 loss: 2.029121 eta: 1 day, 9:52:50 batch_cost: 0.9098 data_cost: 0.0004 ips: 52.7596 images/s [03/12 21:52:19] ppdet.engine INFO: Epoch: [97] [100/610] learning_rate: 0.183415 loss_vfl: 1.043969 loss_bbox: 0.503739 loss_dfl: 0.422987 loss: 1.998619 eta: 1 day, 9:52:34 batch_cost: 1.0842 data_cost: 0.0004 ips: 44.2737 images/s [03/12 21:52:41] ppdet.engine INFO: Epoch: [97] [120/610] learning_rate: 0.183380 loss_vfl: 1.076223 loss_bbox: 0.495363 loss_dfl: 0.423966 loss: 1.987110 eta: 1 day, 9:52:15 batch_cost: 0.9993 data_cost: 0.0005 ips: 48.0360 images/s [03/12 21:53:03] ppdet.engine INFO: Epoch: [97] [140/610] learning_rate: 0.183345 loss_vfl: 1.111850 loss_bbox: 0.526800 loss_dfl: 0.431398 loss: 2.060489 eta: 1 day, 9:51:53 batch_cost: 0.9324 data_cost: 0.0004 ips: 51.4786 images/s [03/12 21:53:25] ppdet.engine INFO: Epoch: [97] [160/610] learning_rate: 0.183310 loss_vfl: 0.970350 loss_bbox: 0.464347 loss_dfl: 0.399389 loss: 1.825154 eta: 1 day, 9:51:32 batch_cost: 0.9478 data_cost: 0.0004 ips: 50.6448 images/s [03/12 21:53:47] ppdet.engine INFO: Epoch: [97] [180/610] learning_rate: 0.183275 loss_vfl: 1.047893 loss_bbox: 0.471738 loss_dfl: 0.398861 loss: 1.910377 eta: 1 day, 9:51:15 batch_cost: 1.0464 data_cost: 0.0005 ips: 45.8695 images/s [03/12 21:54:07] ppdet.engine INFO: Epoch: [97] [200/610] learning_rate: 0.183240 loss_vfl: 1.138882 loss_bbox: 0.561584 loss_dfl: 0.457686 loss: 2.131059 eta: 1 day, 9:50:50 batch_cost: 0.8760 data_cost: 0.0004 ips: 54.7916 images/s [03/12 21:54:29] ppdet.engine INFO: Epoch: [97] [220/610] learning_rate: 0.183205 loss_vfl: 1.037743 loss_bbox: 0.487681 loss_dfl: 0.404327 loss: 1.948612 eta: 1 day, 9:50:31 batch_cost: 1.0048 data_cost: 0.0009 ips: 47.7686 images/s [03/12 21:54:51] ppdet.engine INFO: Epoch: [97] [240/610] learning_rate: 0.183170 loss_vfl: 1.057703 loss_bbox: 0.512608 loss_dfl: 0.426023 loss: 1.985252 eta: 1 day, 9:50:12 batch_cost: 0.9966 data_cost: 0.0004 ips: 48.1643 images/s [03/12 21:55:13] ppdet.engine INFO: Epoch: [97] [260/610] learning_rate: 0.183135 loss_vfl: 1.124634 loss_bbox: 0.542439 loss_dfl: 0.440777 loss: 2.086673 eta: 1 day, 9:49:53 batch_cost: 1.0038 data_cost: 0.0018 ips: 47.8203 images/s [03/12 21:55:34] ppdet.engine INFO: Epoch: [97] [280/610] learning_rate: 0.183100 loss_vfl: 1.087110 loss_bbox: 0.538215 loss_dfl: 0.440521 loss: 2.067288 eta: 1 day, 9:49:32 batch_cost: 0.9469 data_cost: 0.0005 ips: 50.6922 images/s [03/12 21:55:56] ppdet.engine INFO: Epoch: [97] [300/610] learning_rate: 0.183064 loss_vfl: 1.043357 loss_bbox: 0.517960 loss_dfl: 0.434253 loss: 2.014938 eta: 1 day, 9:49:12 batch_cost: 0.9764 data_cost: 0.0004 ips: 49.1613 images/s [03/12 21:56:19] ppdet.engine INFO: Epoch: [97] [320/610] learning_rate: 0.183029 loss_vfl: 0.995066 loss_bbox: 0.504866 loss_dfl: 0.408983 loss: 1.939363 eta: 1 day, 9:48:53 batch_cost: 1.0009 data_cost: 0.0013 ips: 47.9564 images/s [03/12 21:56:41] ppdet.engine INFO: Epoch: [97] [340/610] learning_rate: 0.182994 loss_vfl: 1.090760 loss_bbox: 0.515692 loss_dfl: 0.422108 loss: 2.010389 eta: 1 day, 9:48:32 batch_cost: 0.9676 data_cost: 0.0004 ips: 49.6077 images/s [03/12 21:57:02] ppdet.engine INFO: Epoch: [97] [360/610] learning_rate: 0.182959 loss_vfl: 1.068928 loss_bbox: 0.520326 loss_dfl: 0.427127 loss: 2.011124 eta: 1 day, 9:48:10 batch_cost: 0.9234 data_cost: 0.0006 ips: 51.9834 images/s [03/12 21:57:24] ppdet.engine INFO: Epoch: [97] [380/610] learning_rate: 0.182924 loss_vfl: 1.089563 loss_bbox: 0.546096 loss_dfl: 0.446345 loss: 2.076423 eta: 1 day, 9:47:48 batch_cost: 0.9392 data_cost: 0.0004 ips: 51.1058 images/s [03/12 21:57:45] ppdet.engine INFO: Epoch: [97] [400/610] learning_rate: 0.182889 loss_vfl: 1.030360 loss_bbox: 0.479750 loss_dfl: 0.399086 loss: 1.890688 eta: 1 day, 9:47:29 batch_cost: 0.9828 data_cost: 0.0004 ips: 48.8382 images/s [03/12 21:58:07] ppdet.engine INFO: Epoch: [97] [420/610] learning_rate: 0.182854 loss_vfl: 1.085967 loss_bbox: 0.513545 loss_dfl: 0.422076 loss: 1.981266 eta: 1 day, 9:47:08 batch_cost: 0.9625 data_cost: 0.0004 ips: 49.8686 images/s [03/12 21:58:29] ppdet.engine INFO: Epoch: [97] [440/610] learning_rate: 0.182819 loss_vfl: 1.042028 loss_bbox: 0.485556 loss_dfl: 0.395432 loss: 1.932664 eta: 1 day, 9:46:50 batch_cost: 1.0205 data_cost: 0.0005 ips: 47.0341 images/s [03/12 21:58:51] ppdet.engine INFO: Epoch: [97] [460/610] learning_rate: 0.182783 loss_vfl: 1.037097 loss_bbox: 0.485933 loss_dfl: 0.407386 loss: 1.903967 eta: 1 day, 9:46:29 batch_cost: 0.9605 data_cost: 0.0008 ips: 49.9734 images/s [03/12 21:59:14] ppdet.engine INFO: Epoch: [97] [480/610] learning_rate: 0.182748 loss_vfl: 1.064240 loss_bbox: 0.498776 loss_dfl: 0.424202 loss: 2.007390 eta: 1 day, 9:46:12 batch_cost: 1.0430 data_cost: 0.0008 ips: 46.0193 images/s [03/12 21:59:36] ppdet.engine INFO: Epoch: [97] [500/610] learning_rate: 0.182713 loss_vfl: 1.086640 loss_bbox: 0.517252 loss_dfl: 0.415403 loss: 2.018291 eta: 1 day, 9:45:52 batch_cost: 0.9811 data_cost: 0.0004 ips: 48.9252 images/s [03/12 21:59:59] ppdet.engine INFO: Epoch: [97] [520/610] learning_rate: 0.182678 loss_vfl: 1.043333 loss_bbox: 0.499338 loss_dfl: 0.424928 loss: 1.976176 eta: 1 day, 9:45:33 batch_cost: 1.0071 data_cost: 0.0004 ips: 47.6635 images/s [03/12 22:00:20] ppdet.engine INFO: Epoch: [97] [540/610] learning_rate: 0.182643 loss_vfl: 1.068702 loss_bbox: 0.519037 loss_dfl: 0.433683 loss: 2.015624 eta: 1 day, 9:45:11 batch_cost: 0.9436 data_cost: 0.0007 ips: 50.8687 images/s [03/12 22:00:42] ppdet.engine INFO: Epoch: [97] [560/610] learning_rate: 0.182607 loss_vfl: 1.031411 loss_bbox: 0.514709 loss_dfl: 0.419006 loss: 1.971479 eta: 1 day, 9:44:52 batch_cost: 1.0056 data_cost: 0.0004 ips: 47.7331 images/s [03/12 22:01:03] ppdet.engine INFO: Epoch: [97] [580/610] learning_rate: 0.182572 loss_vfl: 1.054573 loss_bbox: 0.530198 loss_dfl: 0.430811 loss: 2.021683 eta: 1 day, 9:44:31 batch_cost: 0.9419 data_cost: 0.0004 ips: 50.9614 images/s [03/12 22:01:24] ppdet.engine INFO: Epoch: [97] [600/610] learning_rate: 0.182537 loss_vfl: 1.103960 loss_bbox: 0.526102 loss_dfl: 0.431062 loss: 2.066855 eta: 1 day, 9:44:08 batch_cost: 0.9185 data_cost: 0.0005 ips: 52.2619 images/s [03/12 22:01:46] ppdet.engine INFO: Epoch: [98] [ 0/610] learning_rate: 0.182519 loss_vfl: 1.103960 loss_bbox: 0.526102 loss_dfl: 0.431062 loss: 2.066855 eta: 1 day, 9:44:14 batch_cost: 1.2963 data_cost: 0.3281 ips: 37.0287 images/s [03/12 22:02:11] ppdet.engine INFO: Epoch: [98] [ 20/610] learning_rate: 0.182484 loss_vfl: 0.991779 loss_bbox: 0.464381 loss_dfl: 0.393260 loss: 1.843792 eta: 1 day, 9:43:56 batch_cost: 1.0382 data_cost: 0.0004 ips: 46.2343 images/s [03/12 22:02:33] ppdet.engine INFO: Epoch: [98] [ 40/610] learning_rate: 0.182449 loss_vfl: 1.016548 loss_bbox: 0.481949 loss_dfl: 0.412324 loss: 1.932667 eta: 1 day, 9:43:34 batch_cost: 0.9349 data_cost: 0.0005 ips: 51.3451 images/s [03/12 22:02:54] ppdet.engine INFO: Epoch: [98] [ 60/610] learning_rate: 0.182414 loss_vfl: 1.084203 loss_bbox: 0.505747 loss_dfl: 0.426845 loss: 1.988507 eta: 1 day, 9:43:15 batch_cost: 0.9825 data_cost: 0.0004 ips: 48.8573 images/s [03/12 22:03:16] ppdet.engine INFO: Epoch: [98] [ 80/610] learning_rate: 0.182378 loss_vfl: 1.025325 loss_bbox: 0.490797 loss_dfl: 0.405040 loss: 1.913278 eta: 1 day, 9:42:54 batch_cost: 0.9626 data_cost: 0.0005 ips: 49.8632 images/s [03/12 22:03:39] ppdet.engine INFO: Epoch: [98] [100/610] learning_rate: 0.182343 loss_vfl: 1.095720 loss_bbox: 0.502779 loss_dfl: 0.425590 loss: 2.023780 eta: 1 day, 9:42:36 batch_cost: 1.0324 data_cost: 0.0006 ips: 46.4948 images/s [03/12 22:04:02] ppdet.engine INFO: Epoch: [98] [120/610] learning_rate: 0.182308 loss_vfl: 1.059779 loss_bbox: 0.504456 loss_dfl: 0.429285 loss: 1.973366 eta: 1 day, 9:42:15 batch_cost: 0.9382 data_cost: 0.0004 ips: 51.1597 images/s [03/12 22:04:23] ppdet.engine INFO: Epoch: [98] [140/610] learning_rate: 0.182273 loss_vfl: 1.068187 loss_bbox: 0.503394 loss_dfl: 0.423813 loss: 2.017993 eta: 1 day, 9:41:53 batch_cost: 0.9451 data_cost: 0.0004 ips: 50.7857 images/s [03/12 22:04:46] ppdet.engine INFO: Epoch: [98] [160/610] learning_rate: 0.182237 loss_vfl: 1.092455 loss_bbox: 0.556088 loss_dfl: 0.447050 loss: 2.098499 eta: 1 day, 9:41:37 batch_cost: 1.0700 data_cost: 0.0004 ips: 44.8583 images/s [03/12 22:05:08] ppdet.engine INFO: Epoch: [98] [180/610] learning_rate: 0.182202 loss_vfl: 1.037284 loss_bbox: 0.486631 loss_dfl: 0.407094 loss: 1.934571 eta: 1 day, 9:41:17 batch_cost: 0.9724 data_cost: 0.0009 ips: 49.3603 images/s [03/12 22:05:31] ppdet.engine INFO: Epoch: [98] [200/610] learning_rate: 0.182167 loss_vfl: 1.007605 loss_bbox: 0.498258 loss_dfl: 0.405317 loss: 1.885755 eta: 1 day, 9:40:59 batch_cost: 1.0408 data_cost: 0.0004 ips: 46.1190 images/s [03/12 22:05:52] ppdet.engine INFO: Epoch: [98] [220/610] learning_rate: 0.182131 loss_vfl: 1.136246 loss_bbox: 0.568421 loss_dfl: 0.454796 loss: 2.172342 eta: 1 day, 9:40:38 batch_cost: 0.9462 data_cost: 0.0007 ips: 50.7316 images/s [03/12 22:06:13] ppdet.engine INFO: Epoch: [98] [240/610] learning_rate: 0.182096 loss_vfl: 1.032134 loss_bbox: 0.472593 loss_dfl: 0.410703 loss: 1.916989 eta: 1 day, 9:40:17 batch_cost: 0.9479 data_cost: 0.0004 ips: 50.6391 images/s [03/12 22:06:35] ppdet.engine INFO: Epoch: [98] [260/610] learning_rate: 0.182061 loss_vfl: 1.155907 loss_bbox: 0.522879 loss_dfl: 0.450283 loss: 2.129034 eta: 1 day, 9:39:58 batch_cost: 1.0031 data_cost: 0.0004 ips: 47.8501 images/s [03/12 22:06:57] ppdet.engine INFO: Epoch: [98] [280/610] learning_rate: 0.182026 loss_vfl: 1.028695 loss_bbox: 0.489920 loss_dfl: 0.425225 loss: 1.951981 eta: 1 day, 9:39:35 batch_cost: 0.9156 data_cost: 0.0011 ips: 52.4251 images/s [03/12 22:07:19] ppdet.engine INFO: Epoch: [98] [300/610] learning_rate: 0.181990 loss_vfl: 1.034650 loss_bbox: 0.497984 loss_dfl: 0.418641 loss: 1.976020 eta: 1 day, 9:39:16 batch_cost: 0.9939 data_cost: 0.0004 ips: 48.2942 images/s [03/12 22:07:40] ppdet.engine INFO: Epoch: [98] [320/610] learning_rate: 0.181955 loss_vfl: 1.039620 loss_bbox: 0.505108 loss_dfl: 0.407140 loss: 1.907979 eta: 1 day, 9:38:54 batch_cost: 0.9411 data_cost: 0.0004 ips: 51.0033 images/s [03/12 22:08:02] ppdet.engine INFO: Epoch: [98] [340/610] learning_rate: 0.181919 loss_vfl: 1.059028 loss_bbox: 0.511097 loss_dfl: 0.413677 loss: 1.990263 eta: 1 day, 9:38:37 batch_cost: 1.0447 data_cost: 0.0004 ips: 45.9469 images/s [03/12 22:08:24] ppdet.engine INFO: Epoch: [98] [360/610] learning_rate: 0.181884 loss_vfl: 1.067878 loss_bbox: 0.496528 loss_dfl: 0.414861 loss: 1.967714 eta: 1 day, 9:38:13 batch_cost: 0.8967 data_cost: 0.0004 ips: 53.5272 images/s [03/12 22:08:46] ppdet.engine INFO: Epoch: [98] [380/610] learning_rate: 0.181849 loss_vfl: 1.092939 loss_bbox: 0.518202 loss_dfl: 0.430554 loss: 2.071392 eta: 1 day, 9:37:55 batch_cost: 1.0172 data_cost: 0.0004 ips: 47.1886 images/s [03/12 22:09:08] ppdet.engine INFO: Epoch: [98] [400/610] learning_rate: 0.181813 loss_vfl: 1.045559 loss_bbox: 0.505555 loss_dfl: 0.412660 loss: 1.958526 eta: 1 day, 9:37:34 batch_cost: 0.9589 data_cost: 0.0008 ips: 50.0568 images/s [03/12 22:09:30] ppdet.engine INFO: Epoch: [98] [420/610] learning_rate: 0.181778 loss_vfl: 1.007518 loss_bbox: 0.498812 loss_dfl: 0.418956 loss: 1.945121 eta: 1 day, 9:37:15 batch_cost: 0.9912 data_cost: 0.0004 ips: 48.4261 images/s [03/12 22:09:51] ppdet.engine INFO: Epoch: [98] [440/610] learning_rate: 0.181743 loss_vfl: 1.087583 loss_bbox: 0.538167 loss_dfl: 0.434639 loss: 2.027248 eta: 1 day, 9:36:54 batch_cost: 0.9565 data_cost: 0.0004 ips: 50.1816 images/s [03/12 22:10:14] ppdet.engine INFO: Epoch: [98] [460/610] learning_rate: 0.181707 loss_vfl: 1.052101 loss_bbox: 0.547571 loss_dfl: 0.436295 loss: 2.045322 eta: 1 day, 9:36:36 batch_cost: 1.0268 data_cost: 0.0004 ips: 46.7469 images/s [03/12 22:10:36] ppdet.engine INFO: Epoch: [98] [480/610] learning_rate: 0.181672 loss_vfl: 1.033606 loss_bbox: 0.490314 loss_dfl: 0.403341 loss: 1.921444 eta: 1 day, 9:36:18 batch_cost: 1.0322 data_cost: 0.0004 ips: 46.5012 images/s [03/12 22:10:57] ppdet.engine INFO: Epoch: [98] [500/610] learning_rate: 0.181636 loss_vfl: 1.027983 loss_bbox: 0.504192 loss_dfl: 0.412705 loss: 1.923535 eta: 1 day, 9:35:57 batch_cost: 0.9598 data_cost: 0.0005 ips: 50.0129 images/s [03/12 22:11:21] ppdet.engine INFO: Epoch: [98] [520/610] learning_rate: 0.181601 loss_vfl: 1.136827 loss_bbox: 0.547472 loss_dfl: 0.443900 loss: 2.110441 eta: 1 day, 9:35:41 batch_cost: 1.0727 data_cost: 0.0004 ips: 44.7488 images/s [03/12 22:11:43] ppdet.engine INFO: Epoch: [98] [540/610] learning_rate: 0.181566 loss_vfl: 1.047379 loss_bbox: 0.512569 loss_dfl: 0.416950 loss: 1.981772 eta: 1 day, 9:35:19 batch_cost: 0.9358 data_cost: 0.0004 ips: 51.2920 images/s [03/12 22:12:05] ppdet.engine INFO: Epoch: [98] [560/610] learning_rate: 0.181530 loss_vfl: 1.053576 loss_bbox: 0.505915 loss_dfl: 0.409488 loss: 1.949142 eta: 1 day, 9:34:59 batch_cost: 0.9791 data_cost: 0.0005 ips: 49.0226 images/s [03/12 22:12:27] ppdet.engine INFO: Epoch: [98] [580/610] learning_rate: 0.181495 loss_vfl: 1.100755 loss_bbox: 0.528812 loss_dfl: 0.453912 loss: 2.129562 eta: 1 day, 9:34:40 batch_cost: 0.9921 data_cost: 0.0004 ips: 48.3829 images/s [03/12 22:12:49] ppdet.engine INFO: Epoch: [98] [600/610] learning_rate: 0.181459 loss_vfl: 1.076730 loss_bbox: 0.530698 loss_dfl: 0.433547 loss: 2.035224 eta: 1 day, 9:34:17 batch_cost: 0.9113 data_cost: 0.0004 ips: 52.6728 images/s [03/12 22:13:12] ppdet.engine INFO: Epoch: [99] [ 0/610] learning_rate: 0.181442 loss_vfl: 1.016136 loss_bbox: 0.501405 loss_dfl: 0.419010 loss: 1.952421 eta: 1 day, 9:34:25 batch_cost: 1.3212 data_cost: 0.4187 ips: 36.3298 images/s [03/12 22:13:36] ppdet.engine INFO: Epoch: [99] [ 20/610] learning_rate: 0.181406 loss_vfl: 1.052259 loss_bbox: 0.482563 loss_dfl: 0.399178 loss: 1.957354 eta: 1 day, 9:34:12 batch_cost: 1.1441 data_cost: 0.0004 ips: 41.9528 images/s [03/12 22:13:58] ppdet.engine INFO: Epoch: [99] [ 40/610] learning_rate: 0.181371 loss_vfl: 1.058462 loss_bbox: 0.539137 loss_dfl: 0.425106 loss: 2.015780 eta: 1 day, 9:33:53 batch_cost: 1.0115 data_cost: 0.0004 ips: 47.4560 images/s [03/12 22:14:21] ppdet.engine INFO: Epoch: [99] [ 60/610] learning_rate: 0.181335 loss_vfl: 1.014466 loss_bbox: 0.496521 loss_dfl: 0.410937 loss: 1.929367 eta: 1 day, 9:33:33 batch_cost: 0.9881 data_cost: 0.0015 ips: 48.5782 images/s [03/12 22:14:43] ppdet.engine INFO: Epoch: [99] [ 80/610] learning_rate: 0.181300 loss_vfl: 1.010157 loss_bbox: 0.506773 loss_dfl: 0.412133 loss: 1.962619 eta: 1 day, 9:33:13 batch_cost: 0.9766 data_cost: 0.0004 ips: 49.1495 images/s [03/12 22:15:04] ppdet.engine INFO: Epoch: [99] [100/610] learning_rate: 0.181264 loss_vfl: 1.000900 loss_bbox: 0.462571 loss_dfl: 0.390833 loss: 1.833791 eta: 1 day, 9:32:51 batch_cost: 0.9303 data_cost: 0.0004 ips: 51.5938 images/s [03/12 22:15:26] ppdet.engine INFO: Epoch: [99] [120/610] learning_rate: 0.181229 loss_vfl: 1.053833 loss_bbox: 0.502259 loss_dfl: 0.419242 loss: 1.982605 eta: 1 day, 9:32:32 batch_cost: 1.0033 data_cost: 0.0004 ips: 47.8424 images/s [03/12 22:15:48] ppdet.engine INFO: Epoch: [99] [140/610] learning_rate: 0.181193 loss_vfl: 1.075175 loss_bbox: 0.533288 loss_dfl: 0.438054 loss: 2.040813 eta: 1 day, 9:32:12 batch_cost: 0.9643 data_cost: 0.0009 ips: 49.7784 images/s [03/12 22:16:09] ppdet.engine INFO: Epoch: [99] [160/610] learning_rate: 0.181158 loss_vfl: 1.022698 loss_bbox: 0.466269 loss_dfl: 0.397644 loss: 1.871006 eta: 1 day, 9:31:51 batch_cost: 0.9660 data_cost: 0.0004 ips: 49.6886 images/s [03/12 22:16:31] ppdet.engine INFO: Epoch: [99] [180/610] learning_rate: 0.181122 loss_vfl: 1.095408 loss_bbox: 0.536888 loss_dfl: 0.436354 loss: 2.055624 eta: 1 day, 9:31:31 batch_cost: 0.9627 data_cost: 0.0004 ips: 49.8623 images/s [03/12 22:16:52] ppdet.engine INFO: Epoch: [99] [200/610] learning_rate: 0.181087 loss_vfl: 1.116517 loss_bbox: 0.552794 loss_dfl: 0.439842 loss: 2.100073 eta: 1 day, 9:31:09 batch_cost: 0.9373 data_cost: 0.0004 ips: 51.2127 images/s [03/12 22:17:15] ppdet.engine INFO: Epoch: [99] [220/610] learning_rate: 0.181051 loss_vfl: 1.038491 loss_bbox: 0.508618 loss_dfl: 0.420236 loss: 1.959721 eta: 1 day, 9:30:51 batch_cost: 1.0320 data_cost: 0.0004 ips: 46.5117 images/s [03/12 22:17:35] ppdet.engine INFO: Epoch: [99] [240/610] learning_rate: 0.181016 loss_vfl: 1.005781 loss_bbox: 0.480407 loss_dfl: 0.400678 loss: 1.908824 eta: 1 day, 9:30:29 batch_cost: 0.9291 data_cost: 0.0004 ips: 51.6614 images/s [03/12 22:17:57] ppdet.engine INFO: Epoch: [99] [260/610] learning_rate: 0.180980 loss_vfl: 1.035331 loss_bbox: 0.505507 loss_dfl: 0.418997 loss: 1.992595 eta: 1 day, 9:30:07 batch_cost: 0.9233 data_cost: 0.0045 ips: 51.9878 images/s [03/12 22:18:20] ppdet.engine INFO: Epoch: [99] [280/610] learning_rate: 0.180945 loss_vfl: 0.996385 loss_bbox: 0.460885 loss_dfl: 0.386636 loss: 1.851433 eta: 1 day, 9:29:47 batch_cost: 0.9796 data_cost: 0.0004 ips: 48.9971 images/s [03/12 22:18:42] ppdet.engine INFO: Epoch: [99] [300/610] learning_rate: 0.180909 loss_vfl: 1.078758 loss_bbox: 0.513023 loss_dfl: 0.431935 loss: 2.029205 eta: 1 day, 9:29:28 batch_cost: 1.0031 data_cost: 0.0004 ips: 47.8496 images/s [03/12 22:19:03] ppdet.engine INFO: Epoch: [99] [320/610] learning_rate: 0.180873 loss_vfl: 1.028295 loss_bbox: 0.484152 loss_dfl: 0.398910 loss: 1.885347 eta: 1 day, 9:29:07 batch_cost: 0.9571 data_cost: 0.0009 ips: 50.1511 images/s [03/12 22:19:25] ppdet.engine INFO: Epoch: [99] [340/610] learning_rate: 0.180838 loss_vfl: 1.105024 loss_bbox: 0.545016 loss_dfl: 0.437430 loss: 2.081882 eta: 1 day, 9:28:47 batch_cost: 0.9676 data_cost: 0.0006 ips: 49.6047 images/s [03/12 22:19:47] ppdet.engine INFO: Epoch: [99] [360/610] learning_rate: 0.180802 loss_vfl: 1.119662 loss_bbox: 0.527521 loss_dfl: 0.442283 loss: 2.116327 eta: 1 day, 9:28:24 batch_cost: 0.9207 data_cost: 0.0004 ips: 52.1349 images/s [03/12 22:20:08] ppdet.engine INFO: Epoch: [99] [380/610] learning_rate: 0.180767 loss_vfl: 1.082389 loss_bbox: 0.538928 loss_dfl: 0.452757 loss: 2.077126 eta: 1 day, 9:28:04 batch_cost: 0.9862 data_cost: 0.0005 ips: 48.6731 images/s [03/12 22:20:30] ppdet.engine INFO: Epoch: [99] [400/610] learning_rate: 0.180731 loss_vfl: 1.011520 loss_bbox: 0.465830 loss_dfl: 0.404089 loss: 1.867622 eta: 1 day, 9:27:44 batch_cost: 0.9698 data_cost: 0.0004 ips: 49.4934 images/s [03/12 22:20:52] ppdet.engine INFO: Epoch: [99] [420/610] learning_rate: 0.180696 loss_vfl: 1.071339 loss_bbox: 0.537156 loss_dfl: 0.436028 loss: 2.035008 eta: 1 day, 9:27:23 batch_cost: 0.9574 data_cost: 0.0004 ips: 50.1342 images/s [03/12 22:21:14] ppdet.engine INFO: Epoch: [99] [440/610] learning_rate: 0.180660 loss_vfl: 1.111706 loss_bbox: 0.520712 loss_dfl: 0.435862 loss: 2.075402 eta: 1 day, 9:27:04 batch_cost: 1.0054 data_cost: 0.0004 ips: 47.7410 images/s [03/12 22:21:36] ppdet.engine INFO: Epoch: [99] [460/610] learning_rate: 0.180624 loss_vfl: 1.106863 loss_bbox: 0.483530 loss_dfl: 0.408911 loss: 1.974396 eta: 1 day, 9:26:44 batch_cost: 0.9645 data_cost: 0.0004 ips: 49.7666 images/s [03/12 22:21:57] ppdet.engine INFO: Epoch: [99] [480/610] learning_rate: 0.180589 loss_vfl: 1.090359 loss_bbox: 0.524604 loss_dfl: 0.434451 loss: 2.064428 eta: 1 day, 9:26:22 batch_cost: 0.9322 data_cost: 0.0009 ips: 51.4939 images/s [03/12 22:22:19] ppdet.engine INFO: Epoch: [99] [500/610] learning_rate: 0.180553 loss_vfl: 1.026669 loss_bbox: 0.495894 loss_dfl: 0.399617 loss: 1.915235 eta: 1 day, 9:26:00 batch_cost: 0.9249 data_cost: 0.0005 ips: 51.8977 images/s [03/12 22:22:40] ppdet.engine INFO: Epoch: [99] [520/610] learning_rate: 0.180517 loss_vfl: 1.047866 loss_bbox: 0.497247 loss_dfl: 0.404013 loss: 1.937210 eta: 1 day, 9:25:38 batch_cost: 0.9386 data_cost: 0.0004 ips: 51.1401 images/s [03/12 22:23:02] ppdet.engine INFO: Epoch: [99] [540/610] learning_rate: 0.180482 loss_vfl: 1.014477 loss_bbox: 0.514742 loss_dfl: 0.411144 loss: 1.939821 eta: 1 day, 9:25:19 batch_cost: 1.0053 data_cost: 0.0004 ips: 47.7480 images/s [03/12 22:23:24] ppdet.engine INFO: Epoch: [99] [560/610] learning_rate: 0.180446 loss_vfl: 1.046138 loss_bbox: 0.504727 loss_dfl: 0.421812 loss: 1.964930 eta: 1 day, 9:24:59 batch_cost: 0.9610 data_cost: 0.0004 ips: 49.9499 images/s [03/12 22:23:46] ppdet.engine INFO: Epoch: [99] [580/610] learning_rate: 0.180411 loss_vfl: 1.041922 loss_bbox: 0.487105 loss_dfl: 0.417036 loss: 1.933936 eta: 1 day, 9:24:39 batch_cost: 0.9857 data_cost: 0.0004 ips: 48.6949 images/s [03/12 22:24:07] ppdet.engine INFO: Epoch: [99] [600/610] learning_rate: 0.180375 loss_vfl: 1.049289 loss_bbox: 0.507359 loss_dfl: 0.413581 loss: 1.968161 eta: 1 day, 9:24:18 batch_cost: 0.9518 data_cost: 0.0005 ips: 50.4283 images/s [03/12 22:24:15] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 22:24:16] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 22:24:16] ppdet.engine INFO: Eval iter: 0 [03/12 22:24:40] ppdet.engine INFO: Eval iter: 100 [03/12 22:24:50] ppdet.engine INFO: Eval iter: 200 [03/12 22:24:59] ppdet.engine INFO: Eval iter: 300 [03/12 22:25:09] ppdet.engine INFO: Eval iter: 400 [03/12 22:25:18] ppdet.engine INFO: Eval iter: 500 [03/12 22:25:28] ppdet.engine INFO: Eval iter: 600 [03/12 22:25:42] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.59s) creating index... index created! [03/12 22:25:43] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.18s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=60.55s). Accumulating evaluation results... DONE (t=11.80s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.346 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.507 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.369 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.143 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.377 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.297 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.471 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.232 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.568 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.737 [03/12 22:27:03] ppdet.engine INFO: Total sample number: 4952, averge FPS: 64.92350849724532 [03/12 22:27:03] ppdet.engine INFO: Best test bbox ap is 0.346. [03/12 22:27:03] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 22:27:03] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/12 22:27:03] ppdet.engine INFO: Epoch: [100] [ 0/610] learning_rate: 0.180357 loss_vfl: 1.076723 loss_bbox: 0.491766 loss_dfl: 0.417099 loss: 1.993166 eta: 1 day, 9:23:57 batch_cost: 0.6371 data_cost: 0.0004 ips: 75.3405 images/s [03/12 22:27:25] ppdet.engine INFO: Epoch: [100] [ 20/610] learning_rate: 0.180321 loss_vfl: 0.934526 loss_bbox: 0.452964 loss_dfl: 0.410762 loss: 1.805138 eta: 1 day, 9:23:34 batch_cost: 0.9149 data_cost: 0.0004 ips: 52.4633 images/s [03/12 22:27:46] ppdet.engine INFO: Epoch: [100] [ 40/610] learning_rate: 0.180286 loss_vfl: 0.928965 loss_bbox: 0.440376 loss_dfl: 0.410694 loss: 1.772757 eta: 1 day, 9:23:13 batch_cost: 0.9367 data_cost: 0.0004 ips: 51.2457 images/s [03/12 22:28:08] ppdet.engine INFO: Epoch: [100] [ 60/610] learning_rate: 0.180250 loss_vfl: 0.880646 loss_bbox: 0.430195 loss_dfl: 0.402843 loss: 1.737127 eta: 1 day, 9:22:53 batch_cost: 0.9863 data_cost: 0.0013 ips: 48.6653 images/s [03/12 22:28:30] ppdet.engine INFO: Epoch: [100] [ 80/610] learning_rate: 0.180214 loss_vfl: 0.879474 loss_bbox: 0.426796 loss_dfl: 0.394836 loss: 1.704390 eta: 1 day, 9:22:33 batch_cost: 0.9862 data_cost: 0.0004 ips: 48.6696 images/s [03/12 22:28:51] ppdet.engine INFO: Epoch: [100] [100/610] learning_rate: 0.180179 loss_vfl: 0.918887 loss_bbox: 0.439772 loss_dfl: 0.405490 loss: 1.747141 eta: 1 day, 9:22:12 batch_cost: 0.9522 data_cost: 0.0004 ips: 50.4092 images/s [03/12 22:29:13] ppdet.engine INFO: Epoch: [100] [120/610] learning_rate: 0.180143 loss_vfl: 0.868432 loss_bbox: 0.411410 loss_dfl: 0.395596 loss: 1.671915 eta: 1 day, 9:21:52 batch_cost: 0.9789 data_cost: 0.0004 ips: 49.0345 images/s [03/12 22:29:35] ppdet.engine INFO: Epoch: [100] [140/610] learning_rate: 0.180107 loss_vfl: 0.907121 loss_bbox: 0.402890 loss_dfl: 0.400057 loss: 1.703292 eta: 1 day, 9:21:35 batch_cost: 1.0433 data_cost: 0.0004 ips: 46.0057 images/s [03/12 22:29:56] ppdet.engine INFO: Epoch: [100] [160/610] learning_rate: 0.180071 loss_vfl: 0.865935 loss_bbox: 0.425754 loss_dfl: 0.395849 loss: 1.667856 eta: 1 day, 9:21:12 batch_cost: 0.9063 data_cost: 0.0004 ips: 52.9606 images/s [03/12 22:30:18] ppdet.engine INFO: Epoch: [100] [180/610] learning_rate: 0.180036 loss_vfl: 0.882534 loss_bbox: 0.422685 loss_dfl: 0.401663 loss: 1.679137 eta: 1 day, 9:20:51 batch_cost: 0.9604 data_cost: 0.0011 ips: 49.9794 images/s [03/12 22:30:39] ppdet.engine INFO: Epoch: [100] [200/610] learning_rate: 0.180000 loss_vfl: 0.942911 loss_bbox: 0.431376 loss_dfl: 0.415756 loss: 1.784343 eta: 1 day, 9:20:27 batch_cost: 0.8696 data_cost: 0.0004 ips: 55.1987 images/s [03/12 22:31:01] ppdet.engine INFO: Epoch: [100] [220/610] learning_rate: 0.179964 loss_vfl: 0.903890 loss_bbox: 0.398627 loss_dfl: 0.388618 loss: 1.668082 eta: 1 day, 9:20:05 batch_cost: 0.9420 data_cost: 0.0005 ips: 50.9562 images/s [03/12 22:31:23] ppdet.engine INFO: Epoch: [100] [240/610] learning_rate: 0.179929 loss_vfl: 0.930701 loss_bbox: 0.429209 loss_dfl: 0.418064 loss: 1.781833 eta: 1 day, 9:19:43 batch_cost: 0.9114 data_cost: 0.0004 ips: 52.6657 images/s [03/12 22:31:44] ppdet.engine INFO: Epoch: [100] [260/610] learning_rate: 0.179893 loss_vfl: 0.883485 loss_bbox: 0.408820 loss_dfl: 0.397366 loss: 1.685258 eta: 1 day, 9:19:21 batch_cost: 0.9342 data_cost: 0.0004 ips: 51.3822 images/s [03/12 22:32:06] ppdet.engine INFO: Epoch: [100] [280/610] learning_rate: 0.179857 loss_vfl: 0.897445 loss_bbox: 0.430445 loss_dfl: 0.409640 loss: 1.751368 eta: 1 day, 9:19:01 batch_cost: 0.9699 data_cost: 0.0004 ips: 49.4873 images/s [03/12 22:32:29] ppdet.engine INFO: Epoch: [100] [300/610] learning_rate: 0.179821 loss_vfl: 0.929728 loss_bbox: 0.410694 loss_dfl: 0.408637 loss: 1.748371 eta: 1 day, 9:18:43 batch_cost: 1.0300 data_cost: 0.0004 ips: 46.6016 images/s [03/12 22:32:50] ppdet.engine INFO: Epoch: [100] [320/610] learning_rate: 0.179785 loss_vfl: 0.888412 loss_bbox: 0.396809 loss_dfl: 0.387973 loss: 1.645089 eta: 1 day, 9:18:23 batch_cost: 0.9918 data_cost: 0.0004 ips: 48.3945 images/s [03/12 22:33:13] ppdet.engine INFO: Epoch: [100] [340/610] learning_rate: 0.179750 loss_vfl: 0.924085 loss_bbox: 0.452320 loss_dfl: 0.424563 loss: 1.802212 eta: 1 day, 9:18:04 batch_cost: 0.9991 data_cost: 0.0018 ips: 48.0436 images/s [03/12 22:33:35] ppdet.engine INFO: Epoch: [100] [360/610] learning_rate: 0.179714 loss_vfl: 0.924196 loss_bbox: 0.426329 loss_dfl: 0.415797 loss: 1.741127 eta: 1 day, 9:17:44 batch_cost: 0.9615 data_cost: 0.0004 ips: 49.9238 images/s [03/12 22:33:57] ppdet.engine INFO: Epoch: [100] [380/610] learning_rate: 0.179678 loss_vfl: 0.891896 loss_bbox: 0.392022 loss_dfl: 0.384112 loss: 1.672711 eta: 1 day, 9:17:23 batch_cost: 0.9728 data_cost: 0.0004 ips: 49.3401 images/s [03/12 22:34:19] ppdet.engine INFO: Epoch: [100] [400/610] learning_rate: 0.179642 loss_vfl: 0.844016 loss_bbox: 0.393153 loss_dfl: 0.388283 loss: 1.635181 eta: 1 day, 9:17:01 batch_cost: 0.9100 data_cost: 0.0020 ips: 52.7483 images/s [03/12 22:34:41] ppdet.engine INFO: Epoch: [100] [420/610] learning_rate: 0.179606 loss_vfl: 0.856291 loss_bbox: 0.419250 loss_dfl: 0.401308 loss: 1.702095 eta: 1 day, 9:16:42 batch_cost: 1.0005 data_cost: 0.0004 ips: 47.9774 images/s [03/12 22:35:01] ppdet.engine INFO: Epoch: [100] [440/610] learning_rate: 0.179571 loss_vfl: 0.902960 loss_bbox: 0.421192 loss_dfl: 0.409792 loss: 1.738581 eta: 1 day, 9:16:19 batch_cost: 0.9015 data_cost: 0.0005 ips: 53.2455 images/s [03/12 22:35:24] ppdet.engine INFO: Epoch: [100] [460/610] learning_rate: 0.179535 loss_vfl: 0.921874 loss_bbox: 0.438802 loss_dfl: 0.411989 loss: 1.776716 eta: 1 day, 9:15:56 batch_cost: 0.9252 data_cost: 0.0004 ips: 51.8812 images/s [03/12 22:35:46] ppdet.engine INFO: Epoch: [100] [480/610] learning_rate: 0.179499 loss_vfl: 0.875228 loss_bbox: 0.397842 loss_dfl: 0.387015 loss: 1.660595 eta: 1 day, 9:15:33 batch_cost: 0.9026 data_cost: 0.0004 ips: 53.1784 images/s [03/12 22:36:07] ppdet.engine INFO: Epoch: [100] [500/610] learning_rate: 0.179463 loss_vfl: 0.887016 loss_bbox: 0.402929 loss_dfl: 0.394086 loss: 1.664971 eta: 1 day, 9:15:08 batch_cost: 0.8437 data_cost: 0.0004 ips: 56.8934 images/s [03/12 22:36:28] ppdet.engine INFO: Epoch: [100] [520/610] learning_rate: 0.179427 loss_vfl: 0.914508 loss_bbox: 0.417600 loss_dfl: 0.413775 loss: 1.739891 eta: 1 day, 9:14:48 batch_cost: 0.9692 data_cost: 0.0004 ips: 49.5259 images/s [03/12 22:36:51] ppdet.engine INFO: Epoch: [100] [540/610] learning_rate: 0.179391 loss_vfl: 0.908722 loss_bbox: 0.421532 loss_dfl: 0.408907 loss: 1.757148 eta: 1 day, 9:14:29 batch_cost: 1.0178 data_cost: 0.0006 ips: 47.1612 images/s [03/12 22:37:12] ppdet.engine INFO: Epoch: [100] [560/610] learning_rate: 0.179356 loss_vfl: 0.893038 loss_bbox: 0.419270 loss_dfl: 0.403087 loss: 1.733539 eta: 1 day, 9:14:08 batch_cost: 0.9304 data_cost: 0.0012 ips: 51.5891 images/s [03/12 22:37:34] ppdet.engine INFO: Epoch: [100] [580/610] learning_rate: 0.179320 loss_vfl: 0.908780 loss_bbox: 0.430583 loss_dfl: 0.408620 loss: 1.745173 eta: 1 day, 9:13:48 batch_cost: 0.9868 data_cost: 0.0004 ips: 48.6425 images/s [03/12 22:37:56] ppdet.engine INFO: Epoch: [100] [600/610] learning_rate: 0.179284 loss_vfl: 0.925627 loss_bbox: 0.422508 loss_dfl: 0.401142 loss: 1.743570 eta: 1 day, 9:13:29 batch_cost: 0.9990 data_cost: 0.0005 ips: 48.0473 images/s [03/12 22:38:17] ppdet.engine INFO: Epoch: [101] [ 0/610] learning_rate: 0.179266 loss_vfl: 0.908256 loss_bbox: 0.407850 loss_dfl: 0.396857 loss: 1.701412 eta: 1 day, 9:13:35 batch_cost: 1.3832 data_cost: 0.6215 ips: 34.7026 images/s [03/12 22:38:41] ppdet.engine INFO: Epoch: [101] [ 20/610] learning_rate: 0.179230 loss_vfl: 0.916596 loss_bbox: 0.429222 loss_dfl: 0.411378 loss: 1.733156 eta: 1 day, 9:13:18 batch_cost: 1.0778 data_cost: 0.0004 ips: 44.5340 images/s [03/12 22:39:03] ppdet.engine INFO: Epoch: [101] [ 40/610] learning_rate: 0.179194 loss_vfl: 0.887503 loss_bbox: 0.400495 loss_dfl: 0.396584 loss: 1.684212 eta: 1 day, 9:12:59 batch_cost: 0.9902 data_cost: 0.0004 ips: 48.4745 images/s [03/12 22:39:24] ppdet.engine INFO: Epoch: [101] [ 60/610] learning_rate: 0.179158 loss_vfl: 0.929305 loss_bbox: 0.419778 loss_dfl: 0.407344 loss: 1.735820 eta: 1 day, 9:12:40 batch_cost: 0.9960 data_cost: 0.0004 ips: 48.1945 images/s [03/12 22:39:46] ppdet.engine INFO: Epoch: [101] [ 80/610] learning_rate: 0.179122 loss_vfl: 0.901155 loss_bbox: 0.419617 loss_dfl: 0.402523 loss: 1.732959 eta: 1 day, 9:12:19 batch_cost: 0.9610 data_cost: 0.0004 ips: 49.9460 images/s [03/12 22:40:08] ppdet.engine INFO: Epoch: [101] [100/610] learning_rate: 0.179086 loss_vfl: 0.879341 loss_bbox: 0.421030 loss_dfl: 0.396109 loss: 1.710253 eta: 1 day, 9:11:59 batch_cost: 0.9711 data_cost: 0.0004 ips: 49.4301 images/s [03/12 22:40:30] ppdet.engine INFO: Epoch: [101] [120/610] learning_rate: 0.179050 loss_vfl: 0.946421 loss_bbox: 0.435581 loss_dfl: 0.419262 loss: 1.822680 eta: 1 day, 9:11:37 batch_cost: 0.9440 data_cost: 0.0004 ips: 50.8482 images/s [03/12 22:40:51] ppdet.engine INFO: Epoch: [101] [140/610] learning_rate: 0.179014 loss_vfl: 0.883754 loss_bbox: 0.405214 loss_dfl: 0.401538 loss: 1.683956 eta: 1 day, 9:11:16 batch_cost: 0.9480 data_cost: 0.0006 ips: 50.6349 images/s [03/12 22:41:12] ppdet.engine INFO: Epoch: [101] [160/610] learning_rate: 0.178979 loss_vfl: 0.892762 loss_bbox: 0.406185 loss_dfl: 0.393147 loss: 1.686946 eta: 1 day, 9:10:56 batch_cost: 0.9819 data_cost: 0.0004 ips: 48.8861 images/s [03/12 22:41:34] ppdet.engine INFO: Epoch: [101] [180/610] learning_rate: 0.178943 loss_vfl: 0.901180 loss_bbox: 0.411958 loss_dfl: 0.393602 loss: 1.721052 eta: 1 day, 9:10:35 batch_cost: 0.9492 data_cost: 0.0004 ips: 50.5668 images/s [03/12 22:41:55] ppdet.engine INFO: Epoch: [101] [200/610] learning_rate: 0.178907 loss_vfl: 0.878421 loss_bbox: 0.404654 loss_dfl: 0.384343 loss: 1.660134 eta: 1 day, 9:10:14 batch_cost: 0.9516 data_cost: 0.0008 ips: 50.4394 images/s [03/12 22:42:16] ppdet.engine INFO: Epoch: [101] [220/610] learning_rate: 0.178871 loss_vfl: 0.906117 loss_bbox: 0.423590 loss_dfl: 0.414438 loss: 1.733614 eta: 1 day, 9:09:54 batch_cost: 0.9742 data_cost: 0.0004 ips: 49.2704 images/s [03/12 22:42:38] ppdet.engine INFO: Epoch: [101] [240/610] learning_rate: 0.178835 loss_vfl: 0.865387 loss_bbox: 0.394672 loss_dfl: 0.388479 loss: 1.659524 eta: 1 day, 9:09:33 batch_cost: 0.9414 data_cost: 0.0004 ips: 50.9892 images/s [03/12 22:42:58] ppdet.engine INFO: Epoch: [101] [260/610] learning_rate: 0.178799 loss_vfl: 0.861536 loss_bbox: 0.392108 loss_dfl: 0.391221 loss: 1.633065 eta: 1 day, 9:09:09 batch_cost: 0.8945 data_cost: 0.0005 ips: 53.6616 images/s [03/12 22:43:19] ppdet.engine INFO: Epoch: [101] [280/610] learning_rate: 0.178763 loss_vfl: 0.916089 loss_bbox: 0.399669 loss_dfl: 0.394819 loss: 1.712049 eta: 1 day, 9:08:45 batch_cost: 0.8565 data_cost: 0.0004 ips: 56.0419 images/s [03/12 22:43:41] ppdet.engine INFO: Epoch: [101] [300/610] learning_rate: 0.178727 loss_vfl: 0.889471 loss_bbox: 0.404792 loss_dfl: 0.382800 loss: 1.668605 eta: 1 day, 9:08:24 batch_cost: 0.9684 data_cost: 0.0015 ips: 49.5663 images/s [03/12 22:44:03] ppdet.engine INFO: Epoch: [101] [320/610] learning_rate: 0.178691 loss_vfl: 0.934329 loss_bbox: 0.424164 loss_dfl: 0.421570 loss: 1.773345 eta: 1 day, 9:08:05 batch_cost: 0.9860 data_cost: 0.0004 ips: 48.6820 images/s [03/12 22:44:24] ppdet.engine INFO: Epoch: [101] [340/610] learning_rate: 0.178655 loss_vfl: 0.877384 loss_bbox: 0.393033 loss_dfl: 0.394174 loss: 1.657199 eta: 1 day, 9:07:44 batch_cost: 0.9514 data_cost: 0.0004 ips: 50.4533 images/s [03/12 22:44:46] ppdet.engine INFO: Epoch: [101] [360/610] learning_rate: 0.178619 loss_vfl: 0.942484 loss_bbox: 0.420628 loss_dfl: 0.412794 loss: 1.764019 eta: 1 day, 9:07:25 batch_cost: 1.0181 data_cost: 0.0004 ips: 47.1463 images/s [03/12 22:45:07] ppdet.engine INFO: Epoch: [101] [380/610] learning_rate: 0.178583 loss_vfl: 0.916715 loss_bbox: 0.425363 loss_dfl: 0.408259 loss: 1.776295 eta: 1 day, 9:07:04 batch_cost: 0.9602 data_cost: 0.0004 ips: 49.9881 images/s [03/12 22:45:29] ppdet.engine INFO: Epoch: [101] [400/610] learning_rate: 0.178547 loss_vfl: 0.905845 loss_bbox: 0.390862 loss_dfl: 0.390427 loss: 1.684570 eta: 1 day, 9:06:43 batch_cost: 0.9435 data_cost: 0.0005 ips: 50.8743 images/s [03/12 22:45:51] ppdet.engine INFO: Epoch: [101] [420/610] learning_rate: 0.178511 loss_vfl: 0.985068 loss_bbox: 0.455575 loss_dfl: 0.435529 loss: 1.877621 eta: 1 day, 9:06:23 batch_cost: 0.9732 data_cost: 0.0004 ips: 49.3231 images/s [03/12 22:46:13] ppdet.engine INFO: Epoch: [101] [440/610] learning_rate: 0.178475 loss_vfl: 0.940194 loss_bbox: 0.418308 loss_dfl: 0.416773 loss: 1.805637 eta: 1 day, 9:06:02 batch_cost: 0.9516 data_cost: 0.0004 ips: 50.4411 images/s [03/12 22:46:36] ppdet.engine INFO: Epoch: [101] [460/610] learning_rate: 0.178439 loss_vfl: 0.914268 loss_bbox: 0.430187 loss_dfl: 0.411885 loss: 1.760520 eta: 1 day, 9:05:43 batch_cost: 0.9967 data_cost: 0.0004 ips: 48.1607 images/s [03/12 22:46:57] ppdet.engine INFO: Epoch: [101] [480/610] learning_rate: 0.178403 loss_vfl: 0.892066 loss_bbox: 0.418262 loss_dfl: 0.396264 loss: 1.703386 eta: 1 day, 9:05:21 batch_cost: 0.9274 data_cost: 0.0011 ips: 51.7597 images/s [03/12 22:47:17] ppdet.engine INFO: Epoch: [101] [500/610] learning_rate: 0.178367 loss_vfl: 0.938971 loss_bbox: 0.425627 loss_dfl: 0.411751 loss: 1.774014 eta: 1 day, 9:04:59 batch_cost: 0.9336 data_cost: 0.0004 ips: 51.4142 images/s [03/12 22:47:39] ppdet.engine INFO: Epoch: [101] [520/610] learning_rate: 0.178330 loss_vfl: 0.939356 loss_bbox: 0.411930 loss_dfl: 0.413091 loss: 1.744081 eta: 1 day, 9:04:40 batch_cost: 1.0026 data_cost: 0.0004 ips: 47.8756 images/s [03/12 22:48:01] ppdet.engine INFO: Epoch: [101] [540/610] learning_rate: 0.178294 loss_vfl: 0.967342 loss_bbox: 0.446041 loss_dfl: 0.422568 loss: 1.835310 eta: 1 day, 9:04:20 batch_cost: 0.9864 data_cost: 0.0004 ips: 48.6597 images/s [03/12 22:48:22] ppdet.engine INFO: Epoch: [101] [560/610] learning_rate: 0.178258 loss_vfl: 0.938413 loss_bbox: 0.441660 loss_dfl: 0.424411 loss: 1.813649 eta: 1 day, 9:03:59 batch_cost: 0.9424 data_cost: 0.0011 ips: 50.9323 images/s [03/12 22:48:45] ppdet.engine INFO: Epoch: [101] [580/610] learning_rate: 0.178222 loss_vfl: 0.955498 loss_bbox: 0.428315 loss_dfl: 0.418528 loss: 1.814254 eta: 1 day, 9:03:39 batch_cost: 0.9667 data_cost: 0.0004 ips: 49.6553 images/s [03/12 22:49:06] ppdet.engine INFO: Epoch: [101] [600/610] learning_rate: 0.178186 loss_vfl: 0.903092 loss_bbox: 0.411801 loss_dfl: 0.393869 loss: 1.715506 eta: 1 day, 9:03:13 batch_cost: 0.8264 data_cost: 0.0005 ips: 58.0847 images/s [03/12 22:49:27] ppdet.engine INFO: Epoch: [102] [ 0/610] learning_rate: 0.178168 loss_vfl: 0.903092 loss_bbox: 0.426071 loss_dfl: 0.423511 loss: 1.764305 eta: 1 day, 9:03:14 batch_cost: 1.2086 data_cost: 0.3871 ips: 39.7138 images/s [03/12 22:49:52] ppdet.engine INFO: Epoch: [102] [ 20/610] learning_rate: 0.178132 loss_vfl: 0.919133 loss_bbox: 0.431299 loss_dfl: 0.410437 loss: 1.743894 eta: 1 day, 9:02:58 batch_cost: 1.0892 data_cost: 0.0004 ips: 44.0679 images/s [03/12 22:50:14] ppdet.engine INFO: Epoch: [102] [ 40/610] learning_rate: 0.178096 loss_vfl: 0.897620 loss_bbox: 0.406181 loss_dfl: 0.392271 loss: 1.709126 eta: 1 day, 9:02:39 batch_cost: 1.0082 data_cost: 0.0010 ips: 47.6076 images/s [03/12 22:50:37] ppdet.engine INFO: Epoch: [102] [ 60/610] learning_rate: 0.178060 loss_vfl: 0.956734 loss_bbox: 0.443752 loss_dfl: 0.429071 loss: 1.827571 eta: 1 day, 9:02:21 batch_cost: 1.0189 data_cost: 0.0004 ips: 47.1082 images/s [03/12 22:50:59] ppdet.engine INFO: Epoch: [102] [ 80/610] learning_rate: 0.178024 loss_vfl: 0.894582 loss_bbox: 0.400442 loss_dfl: 0.393557 loss: 1.713588 eta: 1 day, 9:01:58 batch_cost: 0.8895 data_cost: 0.0004 ips: 53.9641 images/s [03/12 22:51:21] ppdet.engine INFO: Epoch: [102] [100/610] learning_rate: 0.177988 loss_vfl: 0.853014 loss_bbox: 0.378557 loss_dfl: 0.374643 loss: 1.605085 eta: 1 day, 9:01:36 batch_cost: 0.9358 data_cost: 0.0004 ips: 51.2943 images/s [03/12 22:51:43] ppdet.engine INFO: Epoch: [102] [120/610] learning_rate: 0.177951 loss_vfl: 0.927449 loss_bbox: 0.439719 loss_dfl: 0.406533 loss: 1.753953 eta: 1 day, 9:01:14 batch_cost: 0.9308 data_cost: 0.0004 ips: 51.5692 images/s [03/12 22:52:05] ppdet.engine INFO: Epoch: [102] [140/610] learning_rate: 0.177915 loss_vfl: 0.955550 loss_bbox: 0.435172 loss_dfl: 0.429554 loss: 1.803791 eta: 1 day, 9:00:53 batch_cost: 0.9531 data_cost: 0.0004 ips: 50.3632 images/s [03/12 22:52:25] ppdet.engine INFO: Epoch: [102] [160/610] learning_rate: 0.177879 loss_vfl: 0.926628 loss_bbox: 0.432155 loss_dfl: 0.416951 loss: 1.782229 eta: 1 day, 9:00:30 batch_cost: 0.8924 data_cost: 0.0004 ips: 53.7875 images/s [03/12 22:52:48] ppdet.engine INFO: Epoch: [102] [180/610] learning_rate: 0.177843 loss_vfl: 0.897976 loss_bbox: 0.396582 loss_dfl: 0.389966 loss: 1.685420 eta: 1 day, 9:00:11 batch_cost: 1.0171 data_cost: 0.0004 ips: 47.1931 images/s [03/12 22:53:09] ppdet.engine INFO: Epoch: [102] [200/610] learning_rate: 0.177807 loss_vfl: 0.928232 loss_bbox: 0.408576 loss_dfl: 0.401406 loss: 1.709700 eta: 1 day, 8:59:49 batch_cost: 0.9207 data_cost: 0.0007 ips: 52.1350 images/s [03/12 22:53:31] ppdet.engine INFO: Epoch: [102] [220/610] learning_rate: 0.177771 loss_vfl: 0.887827 loss_bbox: 0.395192 loss_dfl: 0.398859 loss: 1.669170 eta: 1 day, 8:59:29 batch_cost: 0.9668 data_cost: 0.0004 ips: 49.6489 images/s [03/12 22:53:52] ppdet.engine INFO: Epoch: [102] [240/610] learning_rate: 0.177734 loss_vfl: 0.884378 loss_bbox: 0.397391 loss_dfl: 0.390590 loss: 1.656868 eta: 1 day, 8:59:05 batch_cost: 0.8812 data_cost: 0.0004 ips: 54.4737 images/s [03/12 22:54:13] ppdet.engine INFO: Epoch: [102] [260/610] learning_rate: 0.177698 loss_vfl: 0.906337 loss_bbox: 0.395219 loss_dfl: 0.397890 loss: 1.684976 eta: 1 day, 8:58:43 batch_cost: 0.9245 data_cost: 0.0004 ips: 51.9198 images/s [03/12 22:54:34] ppdet.engine INFO: Epoch: [102] [280/610] learning_rate: 0.177662 loss_vfl: 0.936387 loss_bbox: 0.418487 loss_dfl: 0.410336 loss: 1.758791 eta: 1 day, 8:58:21 batch_cost: 0.9372 data_cost: 0.0010 ips: 51.2147 images/s [03/12 22:54:56] ppdet.engine INFO: Epoch: [102] [300/610] learning_rate: 0.177626 loss_vfl: 0.880546 loss_bbox: 0.393119 loss_dfl: 0.393719 loss: 1.655768 eta: 1 day, 8:58:04 batch_cost: 1.0378 data_cost: 0.0004 ips: 46.2532 images/s [03/12 22:55:18] ppdet.engine INFO: Epoch: [102] [320/610] learning_rate: 0.177590 loss_vfl: 0.929890 loss_bbox: 0.436369 loss_dfl: 0.416215 loss: 1.798485 eta: 1 day, 8:57:43 batch_cost: 0.9667 data_cost: 0.0004 ips: 49.6558 images/s [03/12 22:55:40] ppdet.engine INFO: Epoch: [102] [340/610] learning_rate: 0.177554 loss_vfl: 0.960507 loss_bbox: 0.445078 loss_dfl: 0.426232 loss: 1.856788 eta: 1 day, 8:57:23 batch_cost: 0.9628 data_cost: 0.0004 ips: 49.8541 images/s [03/12 22:56:01] ppdet.engine INFO: Epoch: [102] [360/610] learning_rate: 0.177517 loss_vfl: 0.898522 loss_bbox: 0.408168 loss_dfl: 0.394606 loss: 1.693914 eta: 1 day, 8:57:04 batch_cost: 0.9998 data_cost: 0.0004 ips: 48.0081 images/s [03/12 22:56:22] ppdet.engine INFO: Epoch: [102] [380/610] learning_rate: 0.177481 loss_vfl: 0.909773 loss_bbox: 0.406558 loss_dfl: 0.399449 loss: 1.722215 eta: 1 day, 8:56:41 batch_cost: 0.9161 data_cost: 0.0004 ips: 52.3959 images/s [03/12 22:56:44] ppdet.engine INFO: Epoch: [102] [400/610] learning_rate: 0.177445 loss_vfl: 0.904987 loss_bbox: 0.415692 loss_dfl: 0.394512 loss: 1.711017 eta: 1 day, 8:56:21 batch_cost: 0.9700 data_cost: 0.0004 ips: 49.4839 images/s [03/12 22:57:06] ppdet.engine INFO: Epoch: [102] [420/610] learning_rate: 0.177409 loss_vfl: 0.908259 loss_bbox: 0.403911 loss_dfl: 0.398098 loss: 1.712223 eta: 1 day, 8:56:01 batch_cost: 0.9685 data_cost: 0.0004 ips: 49.5601 images/s [03/12 22:57:28] ppdet.engine INFO: Epoch: [102] [440/610] learning_rate: 0.177372 loss_vfl: 0.873068 loss_bbox: 0.409073 loss_dfl: 0.382485 loss: 1.666936 eta: 1 day, 8:55:40 batch_cost: 0.9546 data_cost: 0.0004 ips: 50.2819 images/s [03/12 22:57:49] ppdet.engine INFO: Epoch: [102] [460/610] learning_rate: 0.177336 loss_vfl: 0.910833 loss_bbox: 0.408310 loss_dfl: 0.404032 loss: 1.711485 eta: 1 day, 8:55:18 batch_cost: 0.9407 data_cost: 0.0004 ips: 51.0235 images/s [03/12 22:58:11] ppdet.engine INFO: Epoch: [102] [480/610] learning_rate: 0.177300 loss_vfl: 0.949408 loss_bbox: 0.410737 loss_dfl: 0.412128 loss: 1.767734 eta: 1 day, 8:54:57 batch_cost: 0.9339 data_cost: 0.0004 ips: 51.3980 images/s [03/12 22:58:33] ppdet.engine INFO: Epoch: [102] [500/610] learning_rate: 0.177264 loss_vfl: 0.897175 loss_bbox: 0.382498 loss_dfl: 0.386429 loss: 1.672045 eta: 1 day, 8:54:36 batch_cost: 0.9458 data_cost: 0.0004 ips: 50.7490 images/s [03/12 22:58:55] ppdet.engine INFO: Epoch: [102] [520/610] learning_rate: 0.177227 loss_vfl: 0.879311 loss_bbox: 0.397415 loss_dfl: 0.396078 loss: 1.681849 eta: 1 day, 8:54:14 batch_cost: 0.9414 data_cost: 0.0004 ips: 50.9887 images/s [03/12 22:59:16] ppdet.engine INFO: Epoch: [102] [540/610] learning_rate: 0.177191 loss_vfl: 0.897685 loss_bbox: 0.442885 loss_dfl: 0.417828 loss: 1.747864 eta: 1 day, 8:53:52 batch_cost: 0.9306 data_cost: 0.0004 ips: 51.5775 images/s [03/12 22:59:40] ppdet.engine INFO: Epoch: [102] [560/610] learning_rate: 0.177155 loss_vfl: 0.909701 loss_bbox: 0.405847 loss_dfl: 0.390787 loss: 1.706671 eta: 1 day, 8:53:35 batch_cost: 1.0563 data_cost: 0.0004 ips: 45.4419 images/s [03/12 23:00:01] ppdet.engine INFO: Epoch: [102] [580/610] learning_rate: 0.177118 loss_vfl: 0.965398 loss_bbox: 0.431012 loss_dfl: 0.424791 loss: 1.823857 eta: 1 day, 8:53:13 batch_cost: 0.9223 data_cost: 0.0004 ips: 52.0439 images/s [03/12 23:00:22] ppdet.engine INFO: Epoch: [102] [600/610] learning_rate: 0.177082 loss_vfl: 0.879359 loss_bbox: 0.392965 loss_dfl: 0.401023 loss: 1.678281 eta: 1 day, 8:52:53 batch_cost: 0.9639 data_cost: 0.0006 ips: 49.7975 images/s [03/12 23:00:46] ppdet.engine INFO: Epoch: [103] [ 0/610] learning_rate: 0.177064 loss_vfl: 0.956486 loss_bbox: 0.422844 loss_dfl: 0.411868 loss: 1.806332 eta: 1 day, 8:53:00 batch_cost: 1.3858 data_cost: 0.4457 ips: 34.6369 images/s [03/12 23:01:09] ppdet.engine INFO: Epoch: [103] [ 20/610] learning_rate: 0.177028 loss_vfl: 0.924791 loss_bbox: 0.442854 loss_dfl: 0.411335 loss: 1.747687 eta: 1 day, 8:52:43 batch_cost: 1.0703 data_cost: 0.0004 ips: 44.8473 images/s [03/12 23:01:31] ppdet.engine INFO: Epoch: [103] [ 40/610] learning_rate: 0.176991 loss_vfl: 0.919175 loss_bbox: 0.422787 loss_dfl: 0.406317 loss: 1.745384 eta: 1 day, 8:52:23 batch_cost: 0.9762 data_cost: 0.0004 ips: 49.1684 images/s [03/12 23:01:51] ppdet.engine INFO: Epoch: [103] [ 60/610] learning_rate: 0.176955 loss_vfl: 0.923095 loss_bbox: 0.402700 loss_dfl: 0.406732 loss: 1.744066 eta: 1 day, 8:52:02 batch_cost: 0.9510 data_cost: 0.0004 ips: 50.4711 images/s [03/12 23:02:11] ppdet.engine INFO: Epoch: [103] [ 80/610] learning_rate: 0.176919 loss_vfl: 0.921815 loss_bbox: 0.423265 loss_dfl: 0.413916 loss: 1.760972 eta: 1 day, 8:51:40 batch_cost: 0.9035 data_cost: 0.0004 ips: 53.1276 images/s [03/12 23:02:34] ppdet.engine INFO: Epoch: [103] [100/610] learning_rate: 0.176882 loss_vfl: 0.895378 loss_bbox: 0.396208 loss_dfl: 0.393361 loss: 1.702194 eta: 1 day, 8:51:18 batch_cost: 0.9433 data_cost: 0.0004 ips: 50.8877 images/s [03/12 23:02:55] ppdet.engine INFO: Epoch: [103] [120/610] learning_rate: 0.176846 loss_vfl: 0.929576 loss_bbox: 0.431847 loss_dfl: 0.430673 loss: 1.782973 eta: 1 day, 8:50:55 batch_cost: 0.8992 data_cost: 0.0006 ips: 53.3834 images/s [03/12 23:03:16] ppdet.engine INFO: Epoch: [103] [140/610] learning_rate: 0.176810 loss_vfl: 0.874783 loss_bbox: 0.401133 loss_dfl: 0.390231 loss: 1.658586 eta: 1 day, 8:50:36 batch_cost: 0.9829 data_cost: 0.0004 ips: 48.8356 images/s [03/12 23:03:37] ppdet.engine INFO: Epoch: [103] [160/610] learning_rate: 0.176773 loss_vfl: 0.914648 loss_bbox: 0.409664 loss_dfl: 0.405611 loss: 1.742744 eta: 1 day, 8:50:14 batch_cost: 0.9277 data_cost: 0.0004 ips: 51.7404 images/s [03/12 23:03:59] ppdet.engine INFO: Epoch: [103] [180/610] learning_rate: 0.176737 loss_vfl: 0.900465 loss_bbox: 0.408184 loss_dfl: 0.403612 loss: 1.705168 eta: 1 day, 8:49:52 batch_cost: 0.9325 data_cost: 0.0004 ips: 51.4731 images/s [03/12 23:04:21] ppdet.engine INFO: Epoch: [103] [200/610] learning_rate: 0.176701 loss_vfl: 0.914161 loss_bbox: 0.429818 loss_dfl: 0.413248 loss: 1.760954 eta: 1 day, 8:49:31 batch_cost: 0.9615 data_cost: 0.0005 ips: 49.9197 images/s [03/12 23:04:41] ppdet.engine INFO: Epoch: [103] [220/610] learning_rate: 0.176664 loss_vfl: 0.866921 loss_bbox: 0.399559 loss_dfl: 0.380065 loss: 1.620433 eta: 1 day, 8:49:05 batch_cost: 0.7978 data_cost: 0.0004 ips: 60.1690 images/s [03/12 23:05:03] ppdet.engine INFO: Epoch: [103] [240/610] learning_rate: 0.176628 loss_vfl: 0.897427 loss_bbox: 0.423069 loss_dfl: 0.415518 loss: 1.747543 eta: 1 day, 8:48:45 batch_cost: 0.9784 data_cost: 0.0004 ips: 49.0590 images/s [03/12 23:05:24] ppdet.engine INFO: Epoch: [103] [260/610] learning_rate: 0.176591 loss_vfl: 0.909361 loss_bbox: 0.408123 loss_dfl: 0.398324 loss: 1.731704 eta: 1 day, 8:48:23 batch_cost: 0.9284 data_cost: 0.0004 ips: 51.7041 images/s [03/12 23:05:46] ppdet.engine INFO: Epoch: [103] [280/610] learning_rate: 0.176555 loss_vfl: 0.923237 loss_bbox: 0.430762 loss_dfl: 0.409156 loss: 1.745389 eta: 1 day, 8:48:04 batch_cost: 1.0058 data_cost: 0.0004 ips: 47.7217 images/s [03/12 23:06:07] ppdet.engine INFO: Epoch: [103] [300/610] learning_rate: 0.176519 loss_vfl: 0.949874 loss_bbox: 0.421424 loss_dfl: 0.408436 loss: 1.764886 eta: 1 day, 8:47:40 batch_cost: 0.8873 data_cost: 0.0004 ips: 54.0962 images/s [03/12 23:06:28] ppdet.engine INFO: Epoch: [103] [320/610] learning_rate: 0.176482 loss_vfl: 0.908798 loss_bbox: 0.405004 loss_dfl: 0.392870 loss: 1.701437 eta: 1 day, 8:47:20 batch_cost: 0.9705 data_cost: 0.0004 ips: 49.4593 images/s [03/12 23:06:50] ppdet.engine INFO: Epoch: [103] [340/610] learning_rate: 0.176446 loss_vfl: 0.934190 loss_bbox: 0.409440 loss_dfl: 0.405033 loss: 1.757606 eta: 1 day, 8:47:00 batch_cost: 0.9655 data_cost: 0.0005 ips: 49.7144 images/s [03/12 23:07:11] ppdet.engine INFO: Epoch: [103] [360/610] learning_rate: 0.176409 loss_vfl: 0.885383 loss_bbox: 0.427578 loss_dfl: 0.413195 loss: 1.732696 eta: 1 day, 8:46:38 batch_cost: 0.9403 data_cost: 0.0004 ips: 51.0458 images/s [03/12 23:07:33] ppdet.engine INFO: Epoch: [103] [380/610] learning_rate: 0.176373 loss_vfl: 0.912098 loss_bbox: 0.416979 loss_dfl: 0.401870 loss: 1.713118 eta: 1 day, 8:46:19 batch_cost: 0.9913 data_cost: 0.0004 ips: 48.4234 images/s [03/12 23:07:54] ppdet.engine INFO: Epoch: [103] [400/610] learning_rate: 0.176337 loss_vfl: 0.937777 loss_bbox: 0.429851 loss_dfl: 0.404257 loss: 1.741756 eta: 1 day, 8:45:57 batch_cost: 0.9185 data_cost: 0.0004 ips: 52.2587 images/s [03/12 23:08:15] ppdet.engine INFO: Epoch: [103] [420/610] learning_rate: 0.176300 loss_vfl: 0.964342 loss_bbox: 0.440629 loss_dfl: 0.425293 loss: 1.828485 eta: 1 day, 8:45:36 batch_cost: 0.9684 data_cost: 0.0016 ips: 49.5672 images/s [03/12 23:08:36] ppdet.engine INFO: Epoch: [103] [440/610] learning_rate: 0.176264 loss_vfl: 0.957967 loss_bbox: 0.428428 loss_dfl: 0.410625 loss: 1.785381 eta: 1 day, 8:45:16 batch_cost: 0.9704 data_cost: 0.0004 ips: 49.4661 images/s [03/12 23:08:58] ppdet.engine INFO: Epoch: [103] [460/610] learning_rate: 0.176227 loss_vfl: 0.957510 loss_bbox: 0.451966 loss_dfl: 0.432079 loss: 1.826529 eta: 1 day, 8:44:57 batch_cost: 0.9887 data_cost: 0.0006 ips: 48.5462 images/s [03/12 23:09:20] ppdet.engine INFO: Epoch: [103] [480/610] learning_rate: 0.176191 loss_vfl: 0.945067 loss_bbox: 0.446371 loss_dfl: 0.430226 loss: 1.811380 eta: 1 day, 8:44:36 batch_cost: 0.9542 data_cost: 0.0012 ips: 50.3024 images/s [03/12 23:09:41] ppdet.engine INFO: Epoch: [103] [500/610] learning_rate: 0.176154 loss_vfl: 0.938724 loss_bbox: 0.440345 loss_dfl: 0.426302 loss: 1.819370 eta: 1 day, 8:44:13 batch_cost: 0.9059 data_cost: 0.0011 ips: 52.9850 images/s [03/12 23:10:02] ppdet.engine INFO: Epoch: [103] [520/610] learning_rate: 0.176118 loss_vfl: 0.947188 loss_bbox: 0.408604 loss_dfl: 0.407518 loss: 1.770768 eta: 1 day, 8:43:50 batch_cost: 0.8922 data_cost: 0.0004 ips: 53.8016 images/s [03/12 23:10:22] ppdet.engine INFO: Epoch: [103] [540/610] learning_rate: 0.176081 loss_vfl: 0.914417 loss_bbox: 0.428083 loss_dfl: 0.404439 loss: 1.739421 eta: 1 day, 8:43:28 batch_cost: 0.9169 data_cost: 0.0008 ips: 52.3497 images/s [03/12 23:10:45] ppdet.engine INFO: Epoch: [103] [560/610] learning_rate: 0.176045 loss_vfl: 0.922717 loss_bbox: 0.414371 loss_dfl: 0.423391 loss: 1.764846 eta: 1 day, 8:43:05 batch_cost: 0.9145 data_cost: 0.0004 ips: 52.4900 images/s [03/12 23:11:07] ppdet.engine INFO: Epoch: [103] [580/610] learning_rate: 0.176008 loss_vfl: 0.940281 loss_bbox: 0.436266 loss_dfl: 0.412426 loss: 1.777392 eta: 1 day, 8:42:44 batch_cost: 0.9358 data_cost: 0.0005 ips: 51.2941 images/s [03/12 23:11:28] ppdet.engine INFO: Epoch: [103] [600/610] learning_rate: 0.175972 loss_vfl: 0.947326 loss_bbox: 0.407713 loss_dfl: 0.400033 loss: 1.728210 eta: 1 day, 8:42:22 batch_cost: 0.9269 data_cost: 0.0005 ips: 51.7876 images/s [03/12 23:11:48] ppdet.engine INFO: Epoch: [104] [ 0/610] learning_rate: 0.175954 loss_vfl: 0.905318 loss_bbox: 0.398536 loss_dfl: 0.399112 loss: 1.713533 eta: 1 day, 8:42:23 batch_cost: 1.2322 data_cost: 0.3494 ips: 38.9538 images/s [03/12 23:12:13] ppdet.engine INFO: Epoch: [104] [ 20/610] learning_rate: 0.175917 loss_vfl: 0.901810 loss_bbox: 0.419386 loss_dfl: 0.408788 loss: 1.732709 eta: 1 day, 8:42:10 batch_cost: 1.1483 data_cost: 0.0004 ips: 41.8018 images/s [03/12 23:12:35] ppdet.engine INFO: Epoch: [104] [ 40/610] learning_rate: 0.175881 loss_vfl: 0.865324 loss_bbox: 0.372517 loss_dfl: 0.395109 loss: 1.640300 eta: 1 day, 8:41:50 batch_cost: 0.9791 data_cost: 0.0010 ips: 49.0245 images/s [03/12 23:12:57] ppdet.engine INFO: Epoch: [104] [ 60/610] learning_rate: 0.175844 loss_vfl: 0.842687 loss_bbox: 0.388376 loss_dfl: 0.376137 loss: 1.590388 eta: 1 day, 8:41:32 batch_cost: 1.0384 data_cost: 0.0004 ips: 46.2260 images/s [03/12 23:13:18] ppdet.engine INFO: Epoch: [104] [ 80/610] learning_rate: 0.175808 loss_vfl: 0.845115 loss_bbox: 0.407798 loss_dfl: 0.384891 loss: 1.642418 eta: 1 day, 8:41:12 batch_cost: 0.9721 data_cost: 0.0013 ips: 49.3764 images/s [03/12 23:13:41] ppdet.engine INFO: Epoch: [104] [100/610] learning_rate: 0.175771 loss_vfl: 0.925950 loss_bbox: 0.420321 loss_dfl: 0.423020 loss: 1.769095 eta: 1 day, 8:40:53 batch_cost: 0.9927 data_cost: 0.0004 ips: 48.3506 images/s [03/12 23:14:01] ppdet.engine INFO: Epoch: [104] [120/610] learning_rate: 0.175734 loss_vfl: 0.910347 loss_bbox: 0.408265 loss_dfl: 0.402331 loss: 1.720253 eta: 1 day, 8:40:29 batch_cost: 0.8838 data_cost: 0.0005 ips: 54.3139 images/s [03/12 23:14:24] ppdet.engine INFO: Epoch: [104] [140/610] learning_rate: 0.175698 loss_vfl: 0.923978 loss_bbox: 0.415372 loss_dfl: 0.408564 loss: 1.778108 eta: 1 day, 8:40:11 batch_cost: 1.0144 data_cost: 0.0004 ips: 47.3209 images/s [03/12 23:14:45] ppdet.engine INFO: Epoch: [104] [160/610] learning_rate: 0.175661 loss_vfl: 0.948038 loss_bbox: 0.423302 loss_dfl: 0.436227 loss: 1.822270 eta: 1 day, 8:39:48 batch_cost: 0.9108 data_cost: 0.0004 ips: 52.6981 images/s [03/12 23:15:07] ppdet.engine INFO: Epoch: [104] [180/610] learning_rate: 0.175625 loss_vfl: 0.898947 loss_bbox: 0.414189 loss_dfl: 0.406567 loss: 1.724049 eta: 1 day, 8:39:29 batch_cost: 0.9987 data_cost: 0.0011 ips: 48.0631 images/s [03/12 23:15:28] ppdet.engine INFO: Epoch: [104] [200/610] learning_rate: 0.175588 loss_vfl: 0.857772 loss_bbox: 0.393062 loss_dfl: 0.382897 loss: 1.607221 eta: 1 day, 8:39:07 batch_cost: 0.9301 data_cost: 0.0008 ips: 51.6047 images/s [03/12 23:15:50] ppdet.engine INFO: Epoch: [104] [220/610] learning_rate: 0.175552 loss_vfl: 0.890426 loss_bbox: 0.410320 loss_dfl: 0.397620 loss: 1.668841 eta: 1 day, 8:38:46 batch_cost: 0.9440 data_cost: 0.0004 ips: 50.8449 images/s [03/12 23:16:11] ppdet.engine INFO: Epoch: [104] [240/610] learning_rate: 0.175515 loss_vfl: 0.881337 loss_bbox: 0.395454 loss_dfl: 0.378427 loss: 1.640045 eta: 1 day, 8:38:25 batch_cost: 0.9510 data_cost: 0.0004 ips: 50.4727 images/s [03/12 23:16:32] ppdet.engine INFO: Epoch: [104] [260/610] learning_rate: 0.175478 loss_vfl: 0.984734 loss_bbox: 0.436761 loss_dfl: 0.428917 loss: 1.864994 eta: 1 day, 8:38:03 batch_cost: 0.9247 data_cost: 0.0006 ips: 51.9102 images/s [03/12 23:16:54] ppdet.engine INFO: Epoch: [104] [280/610] learning_rate: 0.175442 loss_vfl: 0.921253 loss_bbox: 0.419849 loss_dfl: 0.402899 loss: 1.735227 eta: 1 day, 8:37:41 batch_cost: 0.9213 data_cost: 0.0005 ips: 52.1009 images/s [03/12 23:17:14] ppdet.engine INFO: Epoch: [104] [300/610] learning_rate: 0.175405 loss_vfl: 0.873601 loss_bbox: 0.407111 loss_dfl: 0.401281 loss: 1.689181 eta: 1 day, 8:37:19 batch_cost: 0.9193 data_cost: 0.0004 ips: 52.2140 images/s [03/12 23:17:36] ppdet.engine INFO: Epoch: [104] [320/610] learning_rate: 0.175369 loss_vfl: 0.904738 loss_bbox: 0.383666 loss_dfl: 0.391778 loss: 1.669725 eta: 1 day, 8:36:58 batch_cost: 0.9488 data_cost: 0.0004 ips: 50.5889 images/s [03/12 23:17:58] ppdet.engine INFO: Epoch: [104] [340/610] learning_rate: 0.175332 loss_vfl: 0.942573 loss_bbox: 0.442941 loss_dfl: 0.425471 loss: 1.809921 eta: 1 day, 8:36:36 batch_cost: 0.9337 data_cost: 0.0004 ips: 51.4070 images/s [03/12 23:18:19] ppdet.engine INFO: Epoch: [104] [360/610] learning_rate: 0.175295 loss_vfl: 0.920235 loss_bbox: 0.407832 loss_dfl: 0.406236 loss: 1.722344 eta: 1 day, 8:36:17 batch_cost: 0.9993 data_cost: 0.0004 ips: 48.0356 images/s [03/12 23:18:41] ppdet.engine INFO: Epoch: [104] [380/610] learning_rate: 0.175259 loss_vfl: 0.893227 loss_bbox: 0.390731 loss_dfl: 0.391936 loss: 1.655216 eta: 1 day, 8:35:55 batch_cost: 0.9298 data_cost: 0.0004 ips: 51.6256 images/s [03/12 23:19:03] ppdet.engine INFO: Epoch: [104] [400/610] learning_rate: 0.175222 loss_vfl: 0.916226 loss_bbox: 0.420659 loss_dfl: 0.395081 loss: 1.709137 eta: 1 day, 8:35:34 batch_cost: 0.9444 data_cost: 0.0004 ips: 50.8281 images/s [03/12 23:19:25] ppdet.engine INFO: Epoch: [104] [420/610] learning_rate: 0.175185 loss_vfl: 0.939489 loss_bbox: 0.415178 loss_dfl: 0.405296 loss: 1.762400 eta: 1 day, 8:35:13 batch_cost: 0.9424 data_cost: 0.0004 ips: 50.9343 images/s [03/12 23:19:46] ppdet.engine INFO: Epoch: [104] [440/610] learning_rate: 0.175149 loss_vfl: 0.897742 loss_bbox: 0.403053 loss_dfl: 0.392807 loss: 1.699660 eta: 1 day, 8:34:53 batch_cost: 0.9815 data_cost: 0.0004 ips: 48.9052 images/s [03/12 23:20:06] ppdet.engine INFO: Epoch: [104] [460/610] learning_rate: 0.175112 loss_vfl: 0.946290 loss_bbox: 0.429847 loss_dfl: 0.413007 loss: 1.777623 eta: 1 day, 8:34:29 batch_cost: 0.8584 data_cost: 0.0005 ips: 55.9152 images/s [03/12 23:20:28] ppdet.engine INFO: Epoch: [104] [480/610] learning_rate: 0.175076 loss_vfl: 0.918519 loss_bbox: 0.403597 loss_dfl: 0.395666 loss: 1.723005 eta: 1 day, 8:34:09 batch_cost: 0.9845 data_cost: 0.0004 ips: 48.7574 images/s [03/12 23:20:49] ppdet.engine INFO: Epoch: [104] [500/610] learning_rate: 0.175039 loss_vfl: 0.878386 loss_bbox: 0.409155 loss_dfl: 0.405686 loss: 1.694855 eta: 1 day, 8:33:44 batch_cost: 0.8441 data_cost: 0.0004 ips: 56.8661 images/s [03/12 23:21:09] ppdet.engine INFO: Epoch: [104] [520/610] learning_rate: 0.175002 loss_vfl: 0.911050 loss_bbox: 0.408714 loss_dfl: 0.400628 loss: 1.713775 eta: 1 day, 8:33:21 batch_cost: 0.8915 data_cost: 0.0004 ips: 53.8424 images/s [03/12 23:21:32] ppdet.engine INFO: Epoch: [104] [540/610] learning_rate: 0.174966 loss_vfl: 0.889382 loss_bbox: 0.419392 loss_dfl: 0.412107 loss: 1.742670 eta: 1 day, 8:33:05 batch_cost: 1.0773 data_cost: 0.0004 ips: 44.5573 images/s [03/12 23:21:54] ppdet.engine INFO: Epoch: [104] [560/610] learning_rate: 0.174929 loss_vfl: 0.898514 loss_bbox: 0.408130 loss_dfl: 0.397226 loss: 1.702731 eta: 1 day, 8:32:44 batch_cost: 0.9525 data_cost: 0.0012 ips: 50.3946 images/s [03/12 23:22:16] ppdet.engine INFO: Epoch: [104] [580/610] learning_rate: 0.174892 loss_vfl: 0.895726 loss_bbox: 0.407357 loss_dfl: 0.400581 loss: 1.712031 eta: 1 day, 8:32:24 batch_cost: 0.9753 data_cost: 0.0004 ips: 49.2144 images/s [03/12 23:22:36] ppdet.engine INFO: Epoch: [104] [600/610] learning_rate: 0.174855 loss_vfl: 0.862088 loss_bbox: 0.381866 loss_dfl: 0.382704 loss: 1.634932 eta: 1 day, 8:32:02 batch_cost: 0.9223 data_cost: 0.0005 ips: 52.0463 images/s [03/12 23:22:59] ppdet.engine INFO: Epoch: [105] [ 0/610] learning_rate: 0.174837 loss_vfl: 0.884400 loss_bbox: 0.387629 loss_dfl: 0.381776 loss: 1.644835 eta: 1 day, 8:32:08 batch_cost: 1.4324 data_cost: 0.6084 ips: 33.5110 images/s [03/12 23:23:23] ppdet.engine INFO: Epoch: [105] [ 20/610] learning_rate: 0.174800 loss_vfl: 0.912798 loss_bbox: 0.428181 loss_dfl: 0.412596 loss: 1.752186 eta: 1 day, 8:31:54 batch_cost: 1.1268 data_cost: 0.0004 ips: 42.5974 images/s [03/12 23:23:45] ppdet.engine INFO: Epoch: [105] [ 40/610] learning_rate: 0.174764 loss_vfl: 0.843207 loss_bbox: 0.387755 loss_dfl: 0.379694 loss: 1.615746 eta: 1 day, 8:31:34 batch_cost: 0.9818 data_cost: 0.0004 ips: 48.8922 images/s [03/12 23:24:07] ppdet.engine INFO: Epoch: [105] [ 60/610] learning_rate: 0.174727 loss_vfl: 0.911718 loss_bbox: 0.425273 loss_dfl: 0.411048 loss: 1.768433 eta: 1 day, 8:31:15 batch_cost: 0.9930 data_cost: 0.0005 ips: 48.3404 images/s [03/12 23:24:30] ppdet.engine INFO: Epoch: [105] [ 80/610] learning_rate: 0.174690 loss_vfl: 0.937677 loss_bbox: 0.413949 loss_dfl: 0.412173 loss: 1.789724 eta: 1 day, 8:30:54 batch_cost: 0.9744 data_cost: 0.0004 ips: 49.2591 images/s [03/12 23:24:51] ppdet.engine INFO: Epoch: [105] [100/610] learning_rate: 0.174653 loss_vfl: 0.917643 loss_bbox: 0.418981 loss_dfl: 0.395197 loss: 1.735868 eta: 1 day, 8:30:30 batch_cost: 0.8684 data_cost: 0.0004 ips: 55.2734 images/s [03/12 23:25:12] ppdet.engine INFO: Epoch: [105] [120/610] learning_rate: 0.174617 loss_vfl: 0.891677 loss_bbox: 0.418155 loss_dfl: 0.401197 loss: 1.716454 eta: 1 day, 8:30:08 batch_cost: 0.9191 data_cost: 0.0004 ips: 52.2267 images/s [03/12 23:25:33] ppdet.engine INFO: Epoch: [105] [140/610] learning_rate: 0.174580 loss_vfl: 0.911944 loss_bbox: 0.390836 loss_dfl: 0.400405 loss: 1.694024 eta: 1 day, 8:29:45 batch_cost: 0.8982 data_cost: 0.0004 ips: 53.4407 images/s [03/12 23:25:54] ppdet.engine INFO: Epoch: [105] [160/610] learning_rate: 0.174543 loss_vfl: 0.944583 loss_bbox: 0.423320 loss_dfl: 0.422139 loss: 1.809277 eta: 1 day, 8:29:24 batch_cost: 0.9384 data_cost: 0.0005 ips: 51.1511 images/s [03/12 23:26:16] ppdet.engine INFO: Epoch: [105] [180/610] learning_rate: 0.174506 loss_vfl: 0.922618 loss_bbox: 0.429394 loss_dfl: 0.408459 loss: 1.721675 eta: 1 day, 8:29:04 batch_cost: 0.9711 data_cost: 0.0004 ips: 49.4287 images/s [03/12 23:26:38] ppdet.engine INFO: Epoch: [105] [200/610] learning_rate: 0.174470 loss_vfl: 0.933870 loss_bbox: 0.429693 loss_dfl: 0.421115 loss: 1.797432 eta: 1 day, 8:28:43 batch_cost: 0.9542 data_cost: 0.0004 ips: 50.3023 images/s [03/12 23:27:00] ppdet.engine INFO: Epoch: [105] [220/610] learning_rate: 0.174433 loss_vfl: 0.894955 loss_bbox: 0.391623 loss_dfl: 0.399819 loss: 1.693335 eta: 1 day, 8:28:23 batch_cost: 0.9803 data_cost: 0.0004 ips: 48.9652 images/s [03/12 23:27:21] ppdet.engine INFO: Epoch: [105] [240/610] learning_rate: 0.174396 loss_vfl: 0.886483 loss_bbox: 0.401726 loss_dfl: 0.384901 loss: 1.671574 eta: 1 day, 8:28:02 batch_cost: 0.9462 data_cost: 0.0008 ips: 50.7271 images/s [03/12 23:27:43] ppdet.engine INFO: Epoch: [105] [260/610] learning_rate: 0.174359 loss_vfl: 0.969603 loss_bbox: 0.435605 loss_dfl: 0.432824 loss: 1.836847 eta: 1 day, 8:27:42 batch_cost: 0.9714 data_cost: 0.0010 ips: 49.4139 images/s [03/12 23:28:06] ppdet.engine INFO: Epoch: [105] [280/610] learning_rate: 0.174323 loss_vfl: 0.899001 loss_bbox: 0.392039 loss_dfl: 0.385257 loss: 1.670529 eta: 1 day, 8:27:24 batch_cost: 1.0223 data_cost: 0.0004 ips: 46.9509 images/s [03/12 23:28:27] ppdet.engine INFO: Epoch: [105] [300/610] learning_rate: 0.174286 loss_vfl: 0.946816 loss_bbox: 0.422600 loss_dfl: 0.421971 loss: 1.797551 eta: 1 day, 8:27:02 batch_cost: 0.9252 data_cost: 0.0004 ips: 51.8790 images/s [03/12 23:28:47] ppdet.engine INFO: Epoch: [105] [320/610] learning_rate: 0.174249 loss_vfl: 0.970698 loss_bbox: 0.422918 loss_dfl: 0.414007 loss: 1.785508 eta: 1 day, 8:26:38 batch_cost: 0.8822 data_cost: 0.0009 ips: 54.4071 images/s [03/12 23:29:09] ppdet.engine INFO: Epoch: [105] [340/610] learning_rate: 0.174212 loss_vfl: 0.893686 loss_bbox: 0.405255 loss_dfl: 0.381188 loss: 1.657215 eta: 1 day, 8:26:19 batch_cost: 0.9957 data_cost: 0.0004 ips: 48.2064 images/s [03/12 23:29:29] ppdet.engine INFO: Epoch: [105] [360/610] learning_rate: 0.174175 loss_vfl: 0.890414 loss_bbox: 0.415899 loss_dfl: 0.403990 loss: 1.716019 eta: 1 day, 8:25:56 batch_cost: 0.9004 data_cost: 0.0016 ips: 53.3122 images/s [03/12 23:29:52] ppdet.engine INFO: Epoch: [105] [380/610] learning_rate: 0.174138 loss_vfl: 0.907488 loss_bbox: 0.400352 loss_dfl: 0.399321 loss: 1.718212 eta: 1 day, 8:25:38 batch_cost: 1.0383 data_cost: 0.0013 ips: 46.2293 images/s [03/12 23:30:13] ppdet.engine INFO: Epoch: [105] [400/610] learning_rate: 0.174102 loss_vfl: 0.966010 loss_bbox: 0.411935 loss_dfl: 0.414701 loss: 1.764917 eta: 1 day, 8:25:18 batch_cost: 0.9688 data_cost: 0.0004 ips: 49.5456 images/s [03/12 23:30:36] ppdet.engine INFO: Epoch: [105] [420/610] learning_rate: 0.174065 loss_vfl: 0.909288 loss_bbox: 0.418064 loss_dfl: 0.403281 loss: 1.737553 eta: 1 day, 8:25:00 batch_cost: 1.0227 data_cost: 0.0004 ips: 46.9358 images/s [03/12 23:30:58] ppdet.engine INFO: Epoch: [105] [440/610] learning_rate: 0.174028 loss_vfl: 0.930012 loss_bbox: 0.421206 loss_dfl: 0.416321 loss: 1.757222 eta: 1 day, 8:24:38 batch_cost: 0.9348 data_cost: 0.0004 ips: 51.3494 images/s [03/12 23:31:19] ppdet.engine INFO: Epoch: [105] [460/610] learning_rate: 0.173991 loss_vfl: 0.907865 loss_bbox: 0.407385 loss_dfl: 0.395470 loss: 1.736968 eta: 1 day, 8:24:17 batch_cost: 0.9409 data_cost: 0.0004 ips: 51.0156 images/s [03/12 23:31:40] ppdet.engine INFO: Epoch: [105] [480/610] learning_rate: 0.173954 loss_vfl: 0.946775 loss_bbox: 0.418151 loss_dfl: 0.414409 loss: 1.782427 eta: 1 day, 8:23:53 batch_cost: 0.8743 data_cost: 0.0004 ips: 54.9031 images/s [03/12 23:32:01] ppdet.engine INFO: Epoch: [105] [500/610] learning_rate: 0.173917 loss_vfl: 0.928190 loss_bbox: 0.394808 loss_dfl: 0.408886 loss: 1.779294 eta: 1 day, 8:23:33 batch_cost: 0.9776 data_cost: 0.0004 ips: 49.1017 images/s [03/12 23:32:23] ppdet.engine INFO: Epoch: [105] [520/610] learning_rate: 0.173880 loss_vfl: 0.936173 loss_bbox: 0.413714 loss_dfl: 0.412908 loss: 1.798560 eta: 1 day, 8:23:11 batch_cost: 0.9174 data_cost: 0.0006 ips: 52.3222 images/s [03/12 23:32:44] ppdet.engine INFO: Epoch: [105] [540/610] learning_rate: 0.173844 loss_vfl: 0.929137 loss_bbox: 0.417271 loss_dfl: 0.417932 loss: 1.776121 eta: 1 day, 8:22:49 batch_cost: 0.9113 data_cost: 0.0005 ips: 52.6747 images/s [03/12 23:33:07] ppdet.engine INFO: Epoch: [105] [560/610] learning_rate: 0.173807 loss_vfl: 0.925926 loss_bbox: 0.401929 loss_dfl: 0.398084 loss: 1.708657 eta: 1 day, 8:22:30 batch_cost: 1.0074 data_cost: 0.0004 ips: 47.6478 images/s [03/12 23:33:27] ppdet.engine INFO: Epoch: [105] [580/610] learning_rate: 0.173770 loss_vfl: 0.946844 loss_bbox: 0.422933 loss_dfl: 0.417680 loss: 1.804906 eta: 1 day, 8:22:05 batch_cost: 0.8389 data_cost: 0.0004 ips: 57.2167 images/s [03/12 23:33:47] ppdet.engine INFO: Epoch: [105] [600/610] learning_rate: 0.173733 loss_vfl: 0.906564 loss_bbox: 0.396623 loss_dfl: 0.398467 loss: 1.717811 eta: 1 day, 8:21:40 batch_cost: 0.8469 data_cost: 0.0022 ips: 56.6741 images/s [03/12 23:34:08] ppdet.engine INFO: Epoch: [106] [ 0/610] learning_rate: 0.173714 loss_vfl: 0.899970 loss_bbox: 0.402349 loss_dfl: 0.390583 loss: 1.669123 eta: 1 day, 8:21:43 batch_cost: 1.2198 data_cost: 0.4230 ips: 39.3495 images/s [03/12 23:34:32] ppdet.engine INFO: Epoch: [106] [ 20/610] learning_rate: 0.173678 loss_vfl: 0.930356 loss_bbox: 0.409336 loss_dfl: 0.407883 loss: 1.750064 eta: 1 day, 8:21:25 batch_cost: 1.0335 data_cost: 0.0004 ips: 46.4432 images/s [03/12 23:34:55] ppdet.engine INFO: Epoch: [106] [ 40/610] learning_rate: 0.173641 loss_vfl: 0.871108 loss_bbox: 0.381021 loss_dfl: 0.388932 loss: 1.631482 eta: 1 day, 8:21:07 batch_cost: 1.0191 data_cost: 0.0004 ips: 47.1011 images/s [03/12 23:35:15] ppdet.engine INFO: Epoch: [106] [ 60/610] learning_rate: 0.173604 loss_vfl: 0.870918 loss_bbox: 0.404349 loss_dfl: 0.382542 loss: 1.663850 eta: 1 day, 8:20:44 batch_cost: 0.8932 data_cost: 0.0004 ips: 53.7383 images/s [03/12 23:35:36] ppdet.engine INFO: Epoch: [106] [ 80/610] learning_rate: 0.173567 loss_vfl: 0.905866 loss_bbox: 0.402731 loss_dfl: 0.405730 loss: 1.726482 eta: 1 day, 8:20:24 batch_cost: 0.9790 data_cost: 0.0005 ips: 49.0317 images/s [03/12 23:35:59] ppdet.engine INFO: Epoch: [106] [100/610] learning_rate: 0.173530 loss_vfl: 0.924991 loss_bbox: 0.431633 loss_dfl: 0.412543 loss: 1.776130 eta: 1 day, 8:20:05 batch_cost: 0.9973 data_cost: 0.0008 ips: 48.1282 images/s [03/12 23:36:21] ppdet.engine INFO: Epoch: [106] [120/610] learning_rate: 0.173493 loss_vfl: 0.927393 loss_bbox: 0.420014 loss_dfl: 0.416948 loss: 1.771019 eta: 1 day, 8:19:43 batch_cost: 0.9417 data_cost: 0.0004 ips: 50.9721 images/s [03/12 23:36:44] ppdet.engine INFO: Epoch: [106] [140/610] learning_rate: 0.173456 loss_vfl: 0.940807 loss_bbox: 0.412707 loss_dfl: 0.409383 loss: 1.777481 eta: 1 day, 8:19:26 batch_cost: 1.0454 data_cost: 0.0004 ips: 45.9140 images/s [03/12 23:37:04] ppdet.engine INFO: Epoch: [106] [160/610] learning_rate: 0.173419 loss_vfl: 0.901438 loss_bbox: 0.417248 loss_dfl: 0.401240 loss: 1.716955 eta: 1 day, 8:19:03 batch_cost: 0.9016 data_cost: 0.0004 ips: 53.2375 images/s [03/12 23:37:26] ppdet.engine INFO: Epoch: [106] [180/610] learning_rate: 0.173382 loss_vfl: 0.863798 loss_bbox: 0.393607 loss_dfl: 0.383941 loss: 1.645861 eta: 1 day, 8:18:43 batch_cost: 0.9843 data_cost: 0.0004 ips: 48.7642 images/s [03/12 23:37:47] ppdet.engine INFO: Epoch: [106] [200/610] learning_rate: 0.173345 loss_vfl: 0.933111 loss_bbox: 0.401001 loss_dfl: 0.418876 loss: 1.776911 eta: 1 day, 8:18:20 batch_cost: 0.8889 data_cost: 0.0004 ips: 53.9982 images/s [03/12 23:38:09] ppdet.engine INFO: Epoch: [106] [220/610] learning_rate: 0.173308 loss_vfl: 0.963268 loss_bbox: 0.439900 loss_dfl: 0.439242 loss: 1.878353 eta: 1 day, 8:18:02 batch_cost: 1.0122 data_cost: 0.0005 ips: 47.4196 images/s [03/12 23:38:30] ppdet.engine INFO: Epoch: [106] [240/610] learning_rate: 0.173271 loss_vfl: 0.985820 loss_bbox: 0.441523 loss_dfl: 0.437303 loss: 1.893876 eta: 1 day, 8:17:41 batch_cost: 0.9713 data_cost: 0.0004 ips: 49.4162 images/s [03/12 23:38:51] ppdet.engine INFO: Epoch: [106] [260/610] learning_rate: 0.173234 loss_vfl: 0.907184 loss_bbox: 0.401171 loss_dfl: 0.406856 loss: 1.706822 eta: 1 day, 8:17:19 batch_cost: 0.9146 data_cost: 0.0004 ips: 52.4820 images/s [03/12 23:39:12] ppdet.engine INFO: Epoch: [106] [280/610] learning_rate: 0.173197 loss_vfl: 0.953295 loss_bbox: 0.420784 loss_dfl: 0.414129 loss: 1.787612 eta: 1 day, 8:16:58 batch_cost: 0.9520 data_cost: 0.0015 ips: 50.4211 images/s [03/12 23:39:34] ppdet.engine INFO: Epoch: [106] [300/610] learning_rate: 0.173160 loss_vfl: 0.924509 loss_bbox: 0.400946 loss_dfl: 0.404532 loss: 1.723411 eta: 1 day, 8:16:40 batch_cost: 1.0261 data_cost: 0.0004 ips: 46.7790 images/s [03/12 23:39:56] ppdet.engine INFO: Epoch: [106] [320/610] learning_rate: 0.173123 loss_vfl: 0.944138 loss_bbox: 0.411032 loss_dfl: 0.414415 loss: 1.777002 eta: 1 day, 8:16:18 batch_cost: 0.9120 data_cost: 0.0004 ips: 52.6335 images/s [03/12 23:40:17] ppdet.engine INFO: Epoch: [106] [340/610] learning_rate: 0.173086 loss_vfl: 0.930315 loss_bbox: 0.410101 loss_dfl: 0.406539 loss: 1.747953 eta: 1 day, 8:15:54 batch_cost: 0.8645 data_cost: 0.0005 ips: 55.5203 images/s [03/12 23:40:39] ppdet.engine INFO: Epoch: [106] [360/610] learning_rate: 0.173049 loss_vfl: 0.944712 loss_bbox: 0.428879 loss_dfl: 0.416431 loss: 1.806938 eta: 1 day, 8:15:33 batch_cost: 0.9434 data_cost: 0.0004 ips: 50.8793 images/s [03/12 23:41:00] ppdet.engine INFO: Epoch: [106] [380/610] learning_rate: 0.173012 loss_vfl: 0.939295 loss_bbox: 0.431826 loss_dfl: 0.409239 loss: 1.803319 eta: 1 day, 8:15:12 batch_cost: 0.9718 data_cost: 0.0004 ips: 49.3922 images/s [03/12 23:41:22] ppdet.engine INFO: Epoch: [106] [400/610] learning_rate: 0.172975 loss_vfl: 0.889323 loss_bbox: 0.401721 loss_dfl: 0.404459 loss: 1.699929 eta: 1 day, 8:14:53 batch_cost: 0.9905 data_cost: 0.0004 ips: 48.4603 images/s [03/12 23:41:43] ppdet.engine INFO: Epoch: [106] [420/610] learning_rate: 0.172938 loss_vfl: 0.937668 loss_bbox: 0.420540 loss_dfl: 0.414694 loss: 1.763367 eta: 1 day, 8:14:32 batch_cost: 0.9583 data_cost: 0.0004 ips: 50.0908 images/s [03/12 23:42:03] ppdet.engine INFO: Epoch: [106] [440/610] learning_rate: 0.172901 loss_vfl: 0.930434 loss_bbox: 0.398698 loss_dfl: 0.406759 loss: 1.786314 eta: 1 day, 8:14:10 batch_cost: 0.8998 data_cost: 0.0008 ips: 53.3434 images/s [03/12 23:42:23] ppdet.engine INFO: Epoch: [106] [460/610] learning_rate: 0.172864 loss_vfl: 0.904133 loss_bbox: 0.406321 loss_dfl: 0.391980 loss: 1.717897 eta: 1 day, 8:13:47 batch_cost: 0.8950 data_cost: 0.0004 ips: 53.6300 images/s [03/12 23:42:46] ppdet.engine INFO: Epoch: [106] [480/610] learning_rate: 0.172827 loss_vfl: 0.911602 loss_bbox: 0.399278 loss_dfl: 0.400315 loss: 1.715122 eta: 1 day, 8:13:26 batch_cost: 0.9673 data_cost: 0.0004 ips: 49.6247 images/s [03/12 23:43:06] ppdet.engine INFO: Epoch: [106] [500/610] learning_rate: 0.172790 loss_vfl: 0.929993 loss_bbox: 0.392470 loss_dfl: 0.393636 loss: 1.718562 eta: 1 day, 8:13:04 batch_cost: 0.9194 data_cost: 0.0012 ips: 52.2091 images/s [03/12 23:43:28] ppdet.engine INFO: Epoch: [106] [520/610] learning_rate: 0.172753 loss_vfl: 0.912226 loss_bbox: 0.409339 loss_dfl: 0.401699 loss: 1.723704 eta: 1 day, 8:12:44 batch_cost: 0.9595 data_cost: 0.0004 ips: 50.0264 images/s [03/12 23:43:50] ppdet.engine INFO: Epoch: [106] [540/610] learning_rate: 0.172716 loss_vfl: 0.911794 loss_bbox: 0.404652 loss_dfl: 0.404870 loss: 1.709764 eta: 1 day, 8:12:23 batch_cost: 0.9617 data_cost: 0.0004 ips: 49.9110 images/s [03/12 23:44:11] ppdet.engine INFO: Epoch: [106] [560/610] learning_rate: 0.172679 loss_vfl: 0.994590 loss_bbox: 0.428996 loss_dfl: 0.435232 loss: 1.858354 eta: 1 day, 8:12:02 batch_cost: 0.9502 data_cost: 0.0004 ips: 50.5134 images/s [03/12 23:44:32] ppdet.engine INFO: Epoch: [106] [580/610] learning_rate: 0.172642 loss_vfl: 0.980506 loss_bbox: 0.438607 loss_dfl: 0.417015 loss: 1.853496 eta: 1 day, 8:11:41 batch_cost: 0.9395 data_cost: 0.0004 ips: 51.0898 images/s [03/12 23:44:52] ppdet.engine INFO: Epoch: [106] [600/610] learning_rate: 0.172605 loss_vfl: 0.918157 loss_bbox: 0.408777 loss_dfl: 0.395390 loss: 1.704183 eta: 1 day, 8:11:17 batch_cost: 0.8707 data_cost: 0.0005 ips: 55.1275 images/s [03/12 23:45:12] ppdet.engine INFO: Epoch: [107] [ 0/610] learning_rate: 0.172586 loss_vfl: 0.913752 loss_bbox: 0.384115 loss_dfl: 0.385318 loss: 1.652570 eta: 1 day, 8:11:19 batch_cost: 1.1778 data_cost: 0.5439 ips: 40.7526 images/s [03/12 23:45:37] ppdet.engine INFO: Epoch: [107] [ 20/610] learning_rate: 0.172549 loss_vfl: 0.952995 loss_bbox: 0.413427 loss_dfl: 0.416977 loss: 1.754585 eta: 1 day, 8:11:02 batch_cost: 1.0633 data_cost: 0.0004 ips: 45.1410 images/s [03/12 23:45:58] ppdet.engine INFO: Epoch: [107] [ 40/610] learning_rate: 0.172512 loss_vfl: 0.893669 loss_bbox: 0.404679 loss_dfl: 0.401739 loss: 1.693566 eta: 1 day, 8:10:39 batch_cost: 0.8952 data_cost: 0.0004 ips: 53.6168 images/s [03/12 23:46:19] ppdet.engine INFO: Epoch: [107] [ 60/610] learning_rate: 0.172475 loss_vfl: 0.963097 loss_bbox: 0.428440 loss_dfl: 0.414658 loss: 1.793152 eta: 1 day, 8:10:16 batch_cost: 0.8941 data_cost: 0.0004 ips: 53.6876 images/s [03/12 23:46:41] ppdet.engine INFO: Epoch: [107] [ 80/610] learning_rate: 0.172438 loss_vfl: 0.909088 loss_bbox: 0.416270 loss_dfl: 0.395311 loss: 1.715480 eta: 1 day, 8:09:54 batch_cost: 0.9233 data_cost: 0.0004 ips: 51.9855 images/s [03/12 23:47:02] ppdet.engine INFO: Epoch: [107] [100/610] learning_rate: 0.172400 loss_vfl: 0.935042 loss_bbox: 0.403040 loss_dfl: 0.404966 loss: 1.733961 eta: 1 day, 8:09:34 batch_cost: 0.9645 data_cost: 0.0004 ips: 49.7676 images/s [03/12 23:47:23] ppdet.engine INFO: Epoch: [107] [120/610] learning_rate: 0.172363 loss_vfl: 0.887087 loss_bbox: 0.376744 loss_dfl: 0.400743 loss: 1.676723 eta: 1 day, 8:09:13 batch_cost: 0.9596 data_cost: 0.0004 ips: 50.0223 images/s [03/12 23:47:44] ppdet.engine INFO: Epoch: [107] [140/610] learning_rate: 0.172326 loss_vfl: 0.906462 loss_bbox: 0.401026 loss_dfl: 0.395308 loss: 1.718775 eta: 1 day, 8:08:51 batch_cost: 0.9143 data_cost: 0.0005 ips: 52.4993 images/s [03/12 23:48:07] ppdet.engine INFO: Epoch: [107] [160/610] learning_rate: 0.172289 loss_vfl: 0.895958 loss_bbox: 0.400815 loss_dfl: 0.395921 loss: 1.707007 eta: 1 day, 8:08:31 batch_cost: 0.9770 data_cost: 0.0004 ips: 49.1323 images/s [03/12 23:48:29] ppdet.engine INFO: Epoch: [107] [180/610] learning_rate: 0.172252 loss_vfl: 0.883783 loss_bbox: 0.405194 loss_dfl: 0.402361 loss: 1.697134 eta: 1 day, 8:08:11 batch_cost: 0.9676 data_cost: 0.0005 ips: 49.6079 images/s [03/12 23:48:51] ppdet.engine INFO: Epoch: [107] [200/610] learning_rate: 0.172215 loss_vfl: 0.956146 loss_bbox: 0.431779 loss_dfl: 0.427043 loss: 1.840291 eta: 1 day, 8:07:51 batch_cost: 0.9667 data_cost: 0.0009 ips: 49.6559 images/s [03/12 23:49:12] ppdet.engine INFO: Epoch: [107] [220/610] learning_rate: 0.172178 loss_vfl: 0.943133 loss_bbox: 0.406041 loss_dfl: 0.412385 loss: 1.786309 eta: 1 day, 8:07:24 batch_cost: 0.7899 data_cost: 0.0004 ips: 60.7683 images/s [03/12 23:49:35] ppdet.engine INFO: Epoch: [107] [240/610] learning_rate: 0.172140 loss_vfl: 0.967017 loss_bbox: 0.409407 loss_dfl: 0.420576 loss: 1.791677 eta: 1 day, 8:07:03 batch_cost: 0.9351 data_cost: 0.0004 ips: 51.3292 images/s [03/12 23:49:56] ppdet.engine INFO: Epoch: [107] [260/610] learning_rate: 0.172103 loss_vfl: 0.923340 loss_bbox: 0.414426 loss_dfl: 0.407785 loss: 1.772583 eta: 1 day, 8:06:43 batch_cost: 0.9758 data_cost: 0.0004 ips: 49.1880 images/s [03/12 23:50:18] ppdet.engine INFO: Epoch: [107] [280/610] learning_rate: 0.172066 loss_vfl: 0.901034 loss_bbox: 0.401033 loss_dfl: 0.392457 loss: 1.690410 eta: 1 day, 8:06:23 batch_cost: 0.9787 data_cost: 0.0011 ips: 49.0455 images/s [03/12 23:50:40] ppdet.engine INFO: Epoch: [107] [300/610] learning_rate: 0.172029 loss_vfl: 0.937202 loss_bbox: 0.432716 loss_dfl: 0.419844 loss: 1.802547 eta: 1 day, 8:06:03 batch_cost: 0.9943 data_cost: 0.0004 ips: 48.2765 images/s [03/12 23:51:00] ppdet.engine INFO: Epoch: [107] [320/610] learning_rate: 0.171992 loss_vfl: 0.911898 loss_bbox: 0.393146 loss_dfl: 0.394652 loss: 1.690665 eta: 1 day, 8:05:40 batch_cost: 0.8950 data_cost: 0.0004 ips: 53.6333 images/s [03/12 23:51:22] ppdet.engine INFO: Epoch: [107] [340/610] learning_rate: 0.171954 loss_vfl: 0.921140 loss_bbox: 0.403459 loss_dfl: 0.410261 loss: 1.754159 eta: 1 day, 8:05:21 batch_cost: 0.9822 data_cost: 0.0004 ips: 48.8676 images/s [03/12 23:51:44] ppdet.engine INFO: Epoch: [107] [360/610] learning_rate: 0.171917 loss_vfl: 0.980549 loss_bbox: 0.432229 loss_dfl: 0.427917 loss: 1.815459 eta: 1 day, 8:05:01 batch_cost: 0.9922 data_cost: 0.0004 ips: 48.3762 images/s [03/12 23:52:06] ppdet.engine INFO: Epoch: [107] [380/610] learning_rate: 0.171880 loss_vfl: 0.930126 loss_bbox: 0.426742 loss_dfl: 0.415000 loss: 1.751626 eta: 1 day, 8:04:40 batch_cost: 0.9484 data_cost: 0.0004 ips: 50.6098 images/s [03/12 23:52:28] ppdet.engine INFO: Epoch: [107] [400/610] learning_rate: 0.171843 loss_vfl: 0.878567 loss_bbox: 0.379775 loss_dfl: 0.387829 loss: 1.666305 eta: 1 day, 8:04:19 batch_cost: 0.9399 data_cost: 0.0004 ips: 51.0705 images/s [03/12 23:52:50] ppdet.engine INFO: Epoch: [107] [420/610] learning_rate: 0.171806 loss_vfl: 0.959292 loss_bbox: 0.434157 loss_dfl: 0.417385 loss: 1.813570 eta: 1 day, 8:04:02 batch_cost: 1.0544 data_cost: 0.0004 ips: 45.5249 images/s [03/12 23:53:12] ppdet.engine INFO: Epoch: [107] [440/610] learning_rate: 0.171768 loss_vfl: 0.943607 loss_bbox: 0.439610 loss_dfl: 0.412450 loss: 1.785329 eta: 1 day, 8:03:39 batch_cost: 0.9008 data_cost: 0.0004 ips: 53.2885 images/s [03/12 23:53:33] ppdet.engine INFO: Epoch: [107] [460/610] learning_rate: 0.171731 loss_vfl: 0.929446 loss_bbox: 0.415730 loss_dfl: 0.403245 loss: 1.728930 eta: 1 day, 8:03:20 batch_cost: 1.0010 data_cost: 0.0004 ips: 47.9505 images/s [03/12 23:53:55] ppdet.engine INFO: Epoch: [107] [480/610] learning_rate: 0.171694 loss_vfl: 0.985129 loss_bbox: 0.447846 loss_dfl: 0.432819 loss: 1.878439 eta: 1 day, 8:03:01 batch_cost: 0.9873 data_cost: 0.0009 ips: 48.6154 images/s [03/12 23:54:17] ppdet.engine INFO: Epoch: [107] [500/610] learning_rate: 0.171657 loss_vfl: 0.857763 loss_bbox: 0.402380 loss_dfl: 0.388965 loss: 1.643553 eta: 1 day, 8:02:40 batch_cost: 0.9620 data_cost: 0.0004 ips: 49.8956 images/s [03/12 23:54:40] ppdet.engine INFO: Epoch: [107] [520/610] learning_rate: 0.171619 loss_vfl: 0.934219 loss_bbox: 0.425660 loss_dfl: 0.429151 loss: 1.819281 eta: 1 day, 8:02:20 batch_cost: 0.9718 data_cost: 0.0004 ips: 49.3921 images/s [03/12 23:55:02] ppdet.engine INFO: Epoch: [107] [540/610] learning_rate: 0.171582 loss_vfl: 0.879568 loss_bbox: 0.392786 loss_dfl: 0.380758 loss: 1.635870 eta: 1 day, 8:01:59 batch_cost: 0.9449 data_cost: 0.0004 ips: 50.7976 images/s [03/12 23:55:22] ppdet.engine INFO: Epoch: [107] [560/610] learning_rate: 0.171545 loss_vfl: 0.907475 loss_bbox: 0.405534 loss_dfl: 0.388715 loss: 1.711395 eta: 1 day, 8:01:36 batch_cost: 0.8955 data_cost: 0.0004 ips: 53.6042 images/s [03/12 23:55:43] ppdet.engine INFO: Epoch: [107] [580/610] learning_rate: 0.171508 loss_vfl: 0.904447 loss_bbox: 0.395626 loss_dfl: 0.399520 loss: 1.698353 eta: 1 day, 8:01:15 batch_cost: 0.9347 data_cost: 0.0021 ips: 51.3535 images/s [03/12 23:56:06] ppdet.engine INFO: Epoch: [107] [600/610] learning_rate: 0.171470 loss_vfl: 0.899565 loss_bbox: 0.416894 loss_dfl: 0.401052 loss: 1.720444 eta: 1 day, 8:00:54 batch_cost: 0.9551 data_cost: 0.0005 ips: 50.2560 images/s [03/12 23:56:27] ppdet.engine INFO: Epoch: [108] [ 0/610] learning_rate: 0.171452 loss_vfl: 0.921316 loss_bbox: 0.413139 loss_dfl: 0.404132 loss: 1.724511 eta: 1 day, 8:00:56 batch_cost: 1.2600 data_cost: 0.3256 ips: 38.0940 images/s [03/12 23:56:52] ppdet.engine INFO: Epoch: [108] [ 20/610] learning_rate: 0.171414 loss_vfl: 0.891115 loss_bbox: 0.402276 loss_dfl: 0.400512 loss: 1.673289 eta: 1 day, 8:00:44 batch_cost: 1.1944 data_cost: 0.0004 ips: 40.1887 images/s [03/12 23:57:13] ppdet.engine INFO: Epoch: [108] [ 40/610] learning_rate: 0.171377 loss_vfl: 0.877476 loss_bbox: 0.385039 loss_dfl: 0.399697 loss: 1.648623 eta: 1 day, 8:00:20 batch_cost: 0.8666 data_cost: 0.0004 ips: 55.3913 images/s [03/12 23:57:35] ppdet.engine INFO: Epoch: [108] [ 60/610] learning_rate: 0.171340 loss_vfl: 0.883093 loss_bbox: 0.409453 loss_dfl: 0.393574 loss: 1.667978 eta: 1 day, 7:59:59 batch_cost: 0.9506 data_cost: 0.0012 ips: 50.4968 images/s [03/12 23:57:57] ppdet.engine INFO: Epoch: [108] [ 80/610] learning_rate: 0.171303 loss_vfl: 0.940568 loss_bbox: 0.413500 loss_dfl: 0.399905 loss: 1.753136 eta: 1 day, 7:59:39 batch_cost: 0.9578 data_cost: 0.0004 ips: 50.1144 images/s [03/12 23:58:18] ppdet.engine INFO: Epoch: [108] [100/610] learning_rate: 0.171265 loss_vfl: 0.934376 loss_bbox: 0.412559 loss_dfl: 0.405028 loss: 1.749568 eta: 1 day, 7:59:18 batch_cost: 0.9645 data_cost: 0.0004 ips: 49.7681 images/s [03/12 23:58:39] ppdet.engine INFO: Epoch: [108] [120/610] learning_rate: 0.171228 loss_vfl: 0.913487 loss_bbox: 0.403036 loss_dfl: 0.389713 loss: 1.678246 eta: 1 day, 7:58:58 batch_cost: 0.9690 data_cost: 0.0004 ips: 49.5370 images/s [03/12 23:59:01] ppdet.engine INFO: Epoch: [108] [140/610] learning_rate: 0.171191 loss_vfl: 0.966547 loss_bbox: 0.428607 loss_dfl: 0.420572 loss: 1.823930 eta: 1 day, 7:58:37 batch_cost: 0.9512 data_cost: 0.0004 ips: 50.4621 images/s [03/12 23:59:23] ppdet.engine INFO: Epoch: [108] [160/610] learning_rate: 0.171153 loss_vfl: 0.905199 loss_bbox: 0.417899 loss_dfl: 0.408132 loss: 1.718642 eta: 1 day, 7:58:14 batch_cost: 0.8849 data_cost: 0.0010 ips: 54.2450 images/s [03/12 23:59:45] ppdet.engine INFO: Epoch: [108] [180/610] learning_rate: 0.171116 loss_vfl: 0.966537 loss_bbox: 0.411864 loss_dfl: 0.419146 loss: 1.802031 eta: 1 day, 7:57:53 batch_cost: 0.9443 data_cost: 0.0004 ips: 50.8322 images/s [03/13 00:00:08] ppdet.engine INFO: Epoch: [108] [200/610] learning_rate: 0.171079 loss_vfl: 0.887764 loss_bbox: 0.403952 loss_dfl: 0.390991 loss: 1.671967 eta: 1 day, 7:57:34 batch_cost: 0.9949 data_cost: 0.0006 ips: 48.2447 images/s [03/13 00:00:29] ppdet.engine INFO: Epoch: [108] [220/610] learning_rate: 0.171041 loss_vfl: 0.884673 loss_bbox: 0.410971 loss_dfl: 0.402200 loss: 1.687339 eta: 1 day, 7:57:12 batch_cost: 0.9357 data_cost: 0.0004 ips: 51.2987 images/s [03/13 00:00:50] ppdet.engine INFO: Epoch: [108] [240/610] learning_rate: 0.171004 loss_vfl: 0.915328 loss_bbox: 0.410399 loss_dfl: 0.404184 loss: 1.739532 eta: 1 day, 7:56:52 batch_cost: 0.9701 data_cost: 0.0004 ips: 49.4812 images/s [03/13 00:01:11] ppdet.engine INFO: Epoch: [108] [260/610] learning_rate: 0.170967 loss_vfl: 0.920360 loss_bbox: 0.404499 loss_dfl: 0.401974 loss: 1.740822 eta: 1 day, 7:56:31 batch_cost: 0.9402 data_cost: 0.0004 ips: 51.0508 images/s [03/13 00:01:32] ppdet.engine INFO: Epoch: [108] [280/610] learning_rate: 0.170929 loss_vfl: 0.940054 loss_bbox: 0.396607 loss_dfl: 0.408123 loss: 1.735028 eta: 1 day, 7:56:10 batch_cost: 0.9455 data_cost: 0.0004 ips: 50.7694 images/s [03/13 00:01:53] ppdet.engine INFO: Epoch: [108] [300/610] learning_rate: 0.170892 loss_vfl: 0.886655 loss_bbox: 0.409736 loss_dfl: 0.402666 loss: 1.713072 eta: 1 day, 7:55:46 batch_cost: 0.8514 data_cost: 0.0011 ips: 56.3788 images/s [03/13 00:02:15] ppdet.engine INFO: Epoch: [108] [320/610] learning_rate: 0.170854 loss_vfl: 0.913104 loss_bbox: 0.401043 loss_dfl: 0.396005 loss: 1.714800 eta: 1 day, 7:55:23 batch_cost: 0.9032 data_cost: 0.0004 ips: 53.1417 images/s [03/13 00:02:36] ppdet.engine INFO: Epoch: [108] [340/610] learning_rate: 0.170817 loss_vfl: 0.913549 loss_bbox: 0.403166 loss_dfl: 0.395583 loss: 1.720803 eta: 1 day, 7:55:01 batch_cost: 0.9133 data_cost: 0.0004 ips: 52.5592 images/s [03/13 00:02:58] ppdet.engine INFO: Epoch: [108] [360/610] learning_rate: 0.170780 loss_vfl: 0.915021 loss_bbox: 0.407195 loss_dfl: 0.406996 loss: 1.732247 eta: 1 day, 7:54:39 batch_cost: 0.9118 data_cost: 0.0005 ips: 52.6442 images/s [03/13 00:03:20] ppdet.engine INFO: Epoch: [108] [380/610] learning_rate: 0.170742 loss_vfl: 0.874717 loss_bbox: 0.381905 loss_dfl: 0.381995 loss: 1.641064 eta: 1 day, 7:54:19 batch_cost: 0.9742 data_cost: 0.0009 ips: 49.2720 images/s [03/13 00:03:42] ppdet.engine INFO: Epoch: [108] [400/610] learning_rate: 0.170705 loss_vfl: 0.915197 loss_bbox: 0.407067 loss_dfl: 0.407840 loss: 1.724537 eta: 1 day, 7:54:00 batch_cost: 1.0020 data_cost: 0.0004 ips: 47.9038 images/s [03/13 00:04:05] ppdet.engine INFO: Epoch: [108] [420/610] learning_rate: 0.170667 loss_vfl: 0.877887 loss_bbox: 0.393055 loss_dfl: 0.399415 loss: 1.658529 eta: 1 day, 7:53:41 batch_cost: 1.0047 data_cost: 0.0004 ips: 47.7737 images/s [03/13 00:04:26] ppdet.engine INFO: Epoch: [108] [440/610] learning_rate: 0.170630 loss_vfl: 0.929068 loss_bbox: 0.410867 loss_dfl: 0.409676 loss: 1.759673 eta: 1 day, 7:53:16 batch_cost: 0.8341 data_cost: 0.0006 ips: 57.5443 images/s [03/13 00:04:48] ppdet.engine INFO: Epoch: [108] [460/610] learning_rate: 0.170593 loss_vfl: 0.952391 loss_bbox: 0.432823 loss_dfl: 0.424510 loss: 1.794064 eta: 1 day, 7:52:55 batch_cost: 0.9638 data_cost: 0.0004 ips: 49.8026 images/s [03/13 00:05:11] ppdet.engine INFO: Epoch: [108] [480/610] learning_rate: 0.170555 loss_vfl: 0.901612 loss_bbox: 0.408389 loss_dfl: 0.400016 loss: 1.731664 eta: 1 day, 7:52:38 batch_cost: 1.0445 data_cost: 0.0004 ips: 45.9536 images/s [03/13 00:05:33] ppdet.engine INFO: Epoch: [108] [500/610] learning_rate: 0.170518 loss_vfl: 0.919745 loss_bbox: 0.412278 loss_dfl: 0.408683 loss: 1.760342 eta: 1 day, 7:52:19 batch_cost: 1.0207 data_cost: 0.0004 ips: 47.0285 images/s [03/13 00:05:53] ppdet.engine INFO: Epoch: [108] [520/610] learning_rate: 0.170480 loss_vfl: 0.909680 loss_bbox: 0.396624 loss_dfl: 0.396721 loss: 1.708260 eta: 1 day, 7:51:57 batch_cost: 0.8963 data_cost: 0.0004 ips: 53.5559 images/s [03/13 00:06:15] ppdet.engine INFO: Epoch: [108] [540/610] learning_rate: 0.170443 loss_vfl: 0.924016 loss_bbox: 0.405176 loss_dfl: 0.413616 loss: 1.748078 eta: 1 day, 7:51:36 batch_cost: 0.9646 data_cost: 0.0004 ips: 49.7605 images/s [03/13 00:06:36] ppdet.engine INFO: Epoch: [108] [560/610] learning_rate: 0.170405 loss_vfl: 0.936512 loss_bbox: 0.404180 loss_dfl: 0.414235 loss: 1.756558 eta: 1 day, 7:51:16 batch_cost: 0.9721 data_cost: 0.0004 ips: 49.3799 images/s [03/13 00:06:57] ppdet.engine INFO: Epoch: [108] [580/610] learning_rate: 0.170368 loss_vfl: 0.957230 loss_bbox: 0.436943 loss_dfl: 0.423537 loss: 1.828013 eta: 1 day, 7:50:53 batch_cost: 0.8686 data_cost: 0.0004 ips: 55.2588 images/s [03/13 00:07:18] ppdet.engine INFO: Epoch: [108] [600/610] learning_rate: 0.170331 loss_vfl: 0.938064 loss_bbox: 0.408193 loss_dfl: 0.412645 loss: 1.753289 eta: 1 day, 7:50:31 batch_cost: 0.9384 data_cost: 0.0005 ips: 51.1513 images/s [03/13 00:07:41] ppdet.engine INFO: Epoch: [109] [ 0/610] learning_rate: 0.170312 loss_vfl: 0.912240 loss_bbox: 0.390254 loss_dfl: 0.389026 loss: 1.679115 eta: 1 day, 7:50:37 batch_cost: 1.4143 data_cost: 0.6418 ips: 33.9391 images/s [03/13 00:08:05] ppdet.engine INFO: Epoch: [109] [ 20/610] learning_rate: 0.170274 loss_vfl: 0.954132 loss_bbox: 0.404873 loss_dfl: 0.405251 loss: 1.752120 eta: 1 day, 7:50:20 batch_cost: 1.0491 data_cost: 0.0005 ips: 45.7543 images/s [03/13 00:08:29] ppdet.engine INFO: Epoch: [109] [ 40/610] learning_rate: 0.170237 loss_vfl: 0.929376 loss_bbox: 0.413830 loss_dfl: 0.413615 loss: 1.743282 eta: 1 day, 7:50:03 batch_cost: 1.0613 data_cost: 0.0004 ips: 45.2268 images/s [03/13 00:08:50] ppdet.engine INFO: Epoch: [109] [ 60/610] learning_rate: 0.170199 loss_vfl: 0.891425 loss_bbox: 0.415330 loss_dfl: 0.413940 loss: 1.727610 eta: 1 day, 7:49:39 batch_cost: 0.8674 data_cost: 0.0004 ips: 55.3382 images/s [03/13 00:09:12] ppdet.engine INFO: Epoch: [109] [ 80/610] learning_rate: 0.170162 loss_vfl: 0.984532 loss_bbox: 0.414667 loss_dfl: 0.416720 loss: 1.821224 eta: 1 day, 7:49:19 batch_cost: 0.9703 data_cost: 0.0004 ips: 49.4673 images/s [03/13 00:09:34] ppdet.engine INFO: Epoch: [109] [100/610] learning_rate: 0.170124 loss_vfl: 0.950580 loss_bbox: 0.439631 loss_dfl: 0.414775 loss: 1.807702 eta: 1 day, 7:48:59 batch_cost: 0.9625 data_cost: 0.0016 ips: 49.8691 images/s [03/13 00:09:56] ppdet.engine INFO: Epoch: [109] [120/610] learning_rate: 0.170087 loss_vfl: 0.927331 loss_bbox: 0.397043 loss_dfl: 0.399258 loss: 1.725440 eta: 1 day, 7:48:40 batch_cost: 1.0099 data_cost: 0.0004 ips: 47.5296 images/s [03/13 00:10:17] ppdet.engine INFO: Epoch: [109] [140/610] learning_rate: 0.170049 loss_vfl: 0.927675 loss_bbox: 0.431728 loss_dfl: 0.407672 loss: 1.773738 eta: 1 day, 7:48:16 batch_cost: 0.8562 data_cost: 0.0004 ips: 56.0643 images/s [03/13 00:10:40] ppdet.engine INFO: Epoch: [109] [160/610] learning_rate: 0.170012 loss_vfl: 0.891866 loss_bbox: 0.392562 loss_dfl: 0.390728 loss: 1.658383 eta: 1 day, 7:47:57 batch_cost: 1.0084 data_cost: 0.0004 ips: 47.6002 images/s [03/13 00:11:01] ppdet.engine INFO: Epoch: [109] [180/610] learning_rate: 0.169974 loss_vfl: 0.866360 loss_bbox: 0.383710 loss_dfl: 0.383409 loss: 1.660925 eta: 1 day, 7:47:35 batch_cost: 0.9131 data_cost: 0.0004 ips: 52.5703 images/s [03/13 00:11:23] ppdet.engine INFO: Epoch: [109] [200/610] learning_rate: 0.169937 loss_vfl: 0.908838 loss_bbox: 0.406348 loss_dfl: 0.395838 loss: 1.700068 eta: 1 day, 7:47:15 batch_cost: 0.9831 data_cost: 0.0005 ips: 48.8242 images/s [03/13 00:11:43] ppdet.engine INFO: Epoch: [109] [220/610] learning_rate: 0.169899 loss_vfl: 0.881233 loss_bbox: 0.404299 loss_dfl: 0.396293 loss: 1.666364 eta: 1 day, 7:46:51 batch_cost: 0.8688 data_cost: 0.0004 ips: 55.2513 images/s [03/13 00:12:06] ppdet.engine INFO: Epoch: [109] [240/610] learning_rate: 0.169862 loss_vfl: 0.918820 loss_bbox: 0.398421 loss_dfl: 0.394007 loss: 1.711580 eta: 1 day, 7:46:33 batch_cost: 1.0288 data_cost: 0.0004 ips: 46.6562 images/s [03/13 00:12:28] ppdet.engine INFO: Epoch: [109] [260/610] learning_rate: 0.169824 loss_vfl: 0.937137 loss_bbox: 0.440058 loss_dfl: 0.401617 loss: 1.767690 eta: 1 day, 7:46:13 batch_cost: 0.9702 data_cost: 0.0004 ips: 49.4735 images/s [03/13 00:12:48] ppdet.engine INFO: Epoch: [109] [280/610] learning_rate: 0.169787 loss_vfl: 0.921898 loss_bbox: 0.422373 loss_dfl: 0.411761 loss: 1.758610 eta: 1 day, 7:45:49 batch_cost: 0.8552 data_cost: 0.0004 ips: 56.1284 images/s [03/13 00:13:09] ppdet.engine INFO: Epoch: [109] [300/610] learning_rate: 0.169749 loss_vfl: 0.944128 loss_bbox: 0.406464 loss_dfl: 0.393864 loss: 1.763557 eta: 1 day, 7:45:26 batch_cost: 0.8904 data_cost: 0.0004 ips: 53.9060 images/s [03/13 00:13:30] ppdet.engine INFO: Epoch: [109] [320/610] learning_rate: 0.169712 loss_vfl: 0.918111 loss_bbox: 0.411078 loss_dfl: 0.392664 loss: 1.706985 eta: 1 day, 7:45:02 batch_cost: 0.8665 data_cost: 0.0004 ips: 55.3955 images/s [03/13 00:13:51] ppdet.engine INFO: Epoch: [109] [340/610] learning_rate: 0.169674 loss_vfl: 0.985604 loss_bbox: 0.432448 loss_dfl: 0.420975 loss: 1.822723 eta: 1 day, 7:44:42 batch_cost: 0.9666 data_cost: 0.0004 ips: 49.6587 images/s [03/13 00:14:12] ppdet.engine INFO: Epoch: [109] [360/610] learning_rate: 0.169636 loss_vfl: 0.950148 loss_bbox: 0.414681 loss_dfl: 0.408419 loss: 1.752453 eta: 1 day, 7:44:21 batch_cost: 0.9445 data_cost: 0.0004 ips: 50.8186 images/s [03/13 00:14:34] ppdet.engine INFO: Epoch: [109] [380/610] learning_rate: 0.169599 loss_vfl: 0.946533 loss_bbox: 0.419326 loss_dfl: 0.416692 loss: 1.760502 eta: 1 day, 7:44:00 batch_cost: 0.9517 data_cost: 0.0004 ips: 50.4352 images/s [03/13 00:14:56] ppdet.engine INFO: Epoch: [109] [400/610] learning_rate: 0.169561 loss_vfl: 0.919719 loss_bbox: 0.407423 loss_dfl: 0.403460 loss: 1.730368 eta: 1 day, 7:43:41 batch_cost: 0.9888 data_cost: 0.0004 ips: 48.5440 images/s [03/13 00:15:18] ppdet.engine INFO: Epoch: [109] [420/610] learning_rate: 0.169524 loss_vfl: 0.969602 loss_bbox: 0.446080 loss_dfl: 0.412563 loss: 1.834345 eta: 1 day, 7:43:22 batch_cost: 1.0009 data_cost: 0.0004 ips: 47.9558 images/s [03/13 00:15:40] ppdet.engine INFO: Epoch: [109] [440/610] learning_rate: 0.169486 loss_vfl: 0.963515 loss_bbox: 0.434305 loss_dfl: 0.422331 loss: 1.821328 eta: 1 day, 7:42:59 batch_cost: 0.9093 data_cost: 0.0004 ips: 52.7871 images/s [03/13 00:16:01] ppdet.engine INFO: Epoch: [109] [460/610] learning_rate: 0.169448 loss_vfl: 0.892012 loss_bbox: 0.381630 loss_dfl: 0.386783 loss: 1.654630 eta: 1 day, 7:42:38 batch_cost: 0.9439 data_cost: 0.0004 ips: 50.8524 images/s [03/13 00:16:23] ppdet.engine INFO: Epoch: [109] [480/610] learning_rate: 0.169411 loss_vfl: 0.928999 loss_bbox: 0.417325 loss_dfl: 0.409448 loss: 1.755773 eta: 1 day, 7:42:16 batch_cost: 0.8994 data_cost: 0.0004 ips: 53.3660 images/s [03/13 00:16:44] ppdet.engine INFO: Epoch: [109] [500/610] learning_rate: 0.169373 loss_vfl: 0.956040 loss_bbox: 0.418242 loss_dfl: 0.406562 loss: 1.742298 eta: 1 day, 7:41:54 batch_cost: 0.9227 data_cost: 0.0004 ips: 52.0226 images/s [03/13 00:17:06] ppdet.engine INFO: Epoch: [109] [520/610] learning_rate: 0.169336 loss_vfl: 0.924773 loss_bbox: 0.399386 loss_dfl: 0.393388 loss: 1.727414 eta: 1 day, 7:41:34 batch_cost: 0.9901 data_cost: 0.0004 ips: 48.4794 images/s [03/13 00:17:27] ppdet.engine INFO: Epoch: [109] [540/610] learning_rate: 0.169298 loss_vfl: 0.917231 loss_bbox: 0.401430 loss_dfl: 0.389451 loss: 1.693799 eta: 1 day, 7:41:15 batch_cost: 0.9809 data_cost: 0.0004 ips: 48.9334 images/s [03/13 00:17:49] ppdet.engine INFO: Epoch: [109] [560/610] learning_rate: 0.169260 loss_vfl: 0.930542 loss_bbox: 0.402383 loss_dfl: 0.396763 loss: 1.747827 eta: 1 day, 7:40:55 batch_cost: 0.9703 data_cost: 0.0004 ips: 49.4710 images/s [03/13 00:18:11] ppdet.engine INFO: Epoch: [109] [580/610] learning_rate: 0.169223 loss_vfl: 0.917336 loss_bbox: 0.416553 loss_dfl: 0.406359 loss: 1.734412 eta: 1 day, 7:40:34 batch_cost: 0.9663 data_cost: 0.0004 ips: 49.6732 images/s [03/13 00:18:31] ppdet.engine INFO: Epoch: [109] [600/610] learning_rate: 0.169185 loss_vfl: 0.899941 loss_bbox: 0.395233 loss_dfl: 0.407093 loss: 1.697460 eta: 1 day, 7:40:11 batch_cost: 0.8704 data_cost: 0.0005 ips: 55.1487 images/s [03/13 00:18:39] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 00:18:39] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 00:18:39] ppdet.engine INFO: Eval iter: 0 [03/13 00:19:03] ppdet.engine INFO: Eval iter: 100 [03/13 00:19:12] ppdet.engine INFO: Eval iter: 200 [03/13 00:19:22] ppdet.engine INFO: Eval iter: 300 [03/13 00:19:32] ppdet.engine INFO: Eval iter: 400 [03/13 00:19:41] ppdet.engine INFO: Eval iter: 500 [03/13 00:19:51] ppdet.engine INFO: Eval iter: 600 [03/13 00:20:05] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.58s) creating index... index created! [03/13 00:20:05] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.79s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=74.40s). Accumulating evaluation results... DONE (t=13.07s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.355 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.380 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.147 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.388 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.565 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.302 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.482 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.512 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.235 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.754 [03/13 00:21:40] ppdet.engine INFO: Total sample number: 4952, averge FPS: 65.7484006431039 [03/13 00:21:40] ppdet.engine INFO: Best test bbox ap is 0.355. [03/13 00:21:40] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 00:21:40] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 00:21:41] ppdet.engine INFO: Epoch: [110] [ 0/610] learning_rate: 0.169166 loss_vfl: 0.937877 loss_bbox: 0.401959 loss_dfl: 0.400689 loss: 1.755484 eta: 1 day, 7:39:51 batch_cost: 0.6644 data_cost: 0.0004 ips: 72.2423 images/s [03/13 00:22:04] ppdet.engine INFO: Epoch: [110] [ 20/610] learning_rate: 0.169129 loss_vfl: 0.904404 loss_bbox: 0.361961 loss_dfl: 0.383451 loss: 1.649174 eta: 1 day, 7:39:31 batch_cost: 0.9678 data_cost: 0.0020 ips: 49.5950 images/s [03/13 00:22:25] ppdet.engine INFO: Epoch: [110] [ 40/610] learning_rate: 0.169091 loss_vfl: 0.933179 loss_bbox: 0.407961 loss_dfl: 0.406871 loss: 1.744163 eta: 1 day, 7:39:12 batch_cost: 0.9888 data_cost: 0.0004 ips: 48.5414 images/s [03/13 00:22:48] ppdet.engine INFO: Epoch: [110] [ 60/610] learning_rate: 0.169053 loss_vfl: 0.893366 loss_bbox: 0.402367 loss_dfl: 0.385605 loss: 1.680340 eta: 1 day, 7:38:52 batch_cost: 1.0002 data_cost: 0.0006 ips: 47.9908 images/s [03/13 00:23:11] ppdet.engine INFO: Epoch: [110] [ 80/610] learning_rate: 0.169016 loss_vfl: 0.874486 loss_bbox: 0.372236 loss_dfl: 0.368148 loss: 1.597140 eta: 1 day, 7:38:32 batch_cost: 0.9722 data_cost: 0.0004 ips: 49.3712 images/s [03/13 00:23:32] ppdet.engine INFO: Epoch: [110] [100/610] learning_rate: 0.168978 loss_vfl: 0.947983 loss_bbox: 0.421512 loss_dfl: 0.415537 loss: 1.815404 eta: 1 day, 7:38:11 batch_cost: 0.9364 data_cost: 0.0004 ips: 51.2609 images/s [03/13 00:23:55] ppdet.engine INFO: Epoch: [110] [120/610] learning_rate: 0.168940 loss_vfl: 0.883725 loss_bbox: 0.385827 loss_dfl: 0.383956 loss: 1.634200 eta: 1 day, 7:37:51 batch_cost: 0.9820 data_cost: 0.0005 ips: 48.8816 images/s [03/13 00:24:16] ppdet.engine INFO: Epoch: [110] [140/610] learning_rate: 0.168903 loss_vfl: 0.877879 loss_bbox: 0.389180 loss_dfl: 0.393036 loss: 1.655578 eta: 1 day, 7:37:29 batch_cost: 0.9047 data_cost: 0.0004 ips: 53.0569 images/s [03/13 00:24:39] ppdet.engine INFO: Epoch: [110] [160/610] learning_rate: 0.168865 loss_vfl: 0.942087 loss_bbox: 0.411118 loss_dfl: 0.405141 loss: 1.762907 eta: 1 day, 7:37:09 batch_cost: 0.9805 data_cost: 0.0004 ips: 48.9535 images/s [03/13 00:25:00] ppdet.engine INFO: Epoch: [110] [180/610] learning_rate: 0.168827 loss_vfl: 0.951466 loss_bbox: 0.413796 loss_dfl: 0.422045 loss: 1.755250 eta: 1 day, 7:36:48 batch_cost: 0.9506 data_cost: 0.0004 ips: 50.4930 images/s [03/13 00:25:21] ppdet.engine INFO: Epoch: [110] [200/610] learning_rate: 0.168790 loss_vfl: 0.973432 loss_bbox: 0.428516 loss_dfl: 0.413401 loss: 1.800744 eta: 1 day, 7:36:27 batch_cost: 0.9423 data_cost: 0.0005 ips: 50.9369 images/s [03/13 00:25:44] ppdet.engine INFO: Epoch: [110] [220/610] learning_rate: 0.168752 loss_vfl: 0.914811 loss_bbox: 0.424537 loss_dfl: 0.415043 loss: 1.769544 eta: 1 day, 7:36:11 batch_cost: 1.0747 data_cost: 0.0004 ips: 44.6633 images/s [03/13 00:26:06] ppdet.engine INFO: Epoch: [110] [240/610] learning_rate: 0.168714 loss_vfl: 0.951549 loss_bbox: 0.410642 loss_dfl: 0.407531 loss: 1.753960 eta: 1 day, 7:35:50 batch_cost: 0.9374 data_cost: 0.0004 ips: 51.2033 images/s [03/13 00:26:28] ppdet.engine INFO: Epoch: [110] [260/610] learning_rate: 0.168676 loss_vfl: 0.910309 loss_bbox: 0.413863 loss_dfl: 0.399497 loss: 1.730959 eta: 1 day, 7:35:30 batch_cost: 0.9760 data_cost: 0.0004 ips: 49.1812 images/s [03/13 00:26:49] ppdet.engine INFO: Epoch: [110] [280/610] learning_rate: 0.168639 loss_vfl: 0.963209 loss_bbox: 0.424905 loss_dfl: 0.428074 loss: 1.810333 eta: 1 day, 7:35:07 batch_cost: 0.9054 data_cost: 0.0004 ips: 53.0126 images/s [03/13 00:27:11] ppdet.engine INFO: Epoch: [110] [300/610] learning_rate: 0.168601 loss_vfl: 0.959269 loss_bbox: 0.406982 loss_dfl: 0.395845 loss: 1.741584 eta: 1 day, 7:34:49 batch_cost: 1.0108 data_cost: 0.0004 ips: 47.4892 images/s [03/13 00:27:32] ppdet.engine INFO: Epoch: [110] [320/610] learning_rate: 0.168563 loss_vfl: 0.985550 loss_bbox: 0.415484 loss_dfl: 0.412970 loss: 1.819956 eta: 1 day, 7:34:27 batch_cost: 0.9284 data_cost: 0.0004 ips: 51.7020 images/s [03/13 00:27:54] ppdet.engine INFO: Epoch: [110] [340/610] learning_rate: 0.168525 loss_vfl: 0.882263 loss_bbox: 0.392889 loss_dfl: 0.391926 loss: 1.702167 eta: 1 day, 7:34:06 batch_cost: 0.9590 data_cost: 0.0004 ips: 50.0535 images/s [03/13 00:28:15] ppdet.engine INFO: Epoch: [110] [360/610] learning_rate: 0.168488 loss_vfl: 0.909898 loss_bbox: 0.398908 loss_dfl: 0.398393 loss: 1.689342 eta: 1 day, 7:33:45 batch_cost: 0.9186 data_cost: 0.0004 ips: 52.2559 images/s [03/13 00:28:37] ppdet.engine INFO: Epoch: [110] [380/610] learning_rate: 0.168450 loss_vfl: 0.861942 loss_bbox: 0.397213 loss_dfl: 0.388115 loss: 1.661347 eta: 1 day, 7:33:23 batch_cost: 0.9226 data_cost: 0.0005 ips: 52.0262 images/s [03/13 00:28:59] ppdet.engine INFO: Epoch: [110] [400/610] learning_rate: 0.168412 loss_vfl: 0.948231 loss_bbox: 0.433030 loss_dfl: 0.416878 loss: 1.787902 eta: 1 day, 7:33:02 batch_cost: 0.9620 data_cost: 0.0011 ips: 49.8962 images/s [03/13 00:29:22] ppdet.engine INFO: Epoch: [110] [420/610] learning_rate: 0.168374 loss_vfl: 0.882841 loss_bbox: 0.419157 loss_dfl: 0.396986 loss: 1.719297 eta: 1 day, 7:32:46 batch_cost: 1.0704 data_cost: 0.0004 ips: 44.8411 images/s [03/13 00:29:43] ppdet.engine INFO: Epoch: [110] [440/610] learning_rate: 0.168337 loss_vfl: 0.861646 loss_bbox: 0.410521 loss_dfl: 0.378525 loss: 1.628489 eta: 1 day, 7:32:24 batch_cost: 0.9288 data_cost: 0.0004 ips: 51.6796 images/s [03/13 00:30:05] ppdet.engine INFO: Epoch: [110] [460/610] learning_rate: 0.168299 loss_vfl: 0.902830 loss_bbox: 0.399412 loss_dfl: 0.402278 loss: 1.706815 eta: 1 day, 7:32:06 batch_cost: 1.0234 data_cost: 0.0008 ips: 46.9023 images/s [03/13 00:30:28] ppdet.engine INFO: Epoch: [110] [480/610] learning_rate: 0.168261 loss_vfl: 0.918402 loss_bbox: 0.400848 loss_dfl: 0.392806 loss: 1.700609 eta: 1 day, 7:31:43 batch_cost: 0.8868 data_cost: 0.0011 ips: 54.1287 images/s [03/13 00:30:50] ppdet.engine INFO: Epoch: [110] [500/610] learning_rate: 0.168223 loss_vfl: 0.920153 loss_bbox: 0.424712 loss_dfl: 0.415633 loss: 1.764416 eta: 1 day, 7:31:24 batch_cost: 1.0150 data_cost: 0.0004 ips: 47.2910 images/s [03/13 00:31:12] ppdet.engine INFO: Epoch: [110] [520/610] learning_rate: 0.168186 loss_vfl: 0.877724 loss_bbox: 0.368950 loss_dfl: 0.373101 loss: 1.600845 eta: 1 day, 7:31:05 batch_cost: 0.9918 data_cost: 0.0004 ips: 48.3963 images/s [03/13 00:31:36] ppdet.engine INFO: Epoch: [110] [540/610] learning_rate: 0.168148 loss_vfl: 0.922014 loss_bbox: 0.399437 loss_dfl: 0.399722 loss: 1.714679 eta: 1 day, 7:30:49 batch_cost: 1.0844 data_cost: 0.0004 ips: 44.2632 images/s [03/13 00:31:57] ppdet.engine INFO: Epoch: [110] [560/610] learning_rate: 0.168110 loss_vfl: 0.952610 loss_bbox: 0.433358 loss_dfl: 0.411954 loss: 1.777885 eta: 1 day, 7:30:29 batch_cost: 0.9880 data_cost: 0.0004 ips: 48.5816 images/s [03/13 00:32:18] ppdet.engine INFO: Epoch: [110] [580/610] learning_rate: 0.168072 loss_vfl: 0.917249 loss_bbox: 0.393051 loss_dfl: 0.397511 loss: 1.685311 eta: 1 day, 7:30:07 batch_cost: 0.9188 data_cost: 0.0004 ips: 52.2426 images/s [03/13 00:32:40] ppdet.engine INFO: Epoch: [110] [600/610] learning_rate: 0.168034 loss_vfl: 0.919630 loss_bbox: 0.413558 loss_dfl: 0.398735 loss: 1.709716 eta: 1 day, 7:29:47 batch_cost: 0.9578 data_cost: 0.0005 ips: 50.1147 images/s [03/13 00:33:03] ppdet.engine INFO: Epoch: [111] [ 0/610] learning_rate: 0.168015 loss_vfl: 0.902382 loss_bbox: 0.409051 loss_dfl: 0.412579 loss: 1.725342 eta: 1 day, 7:29:53 batch_cost: 1.4285 data_cost: 0.5358 ips: 33.6025 images/s [03/13 00:33:27] ppdet.engine INFO: Epoch: [111] [ 20/610] learning_rate: 0.167978 loss_vfl: 0.947376 loss_bbox: 0.426919 loss_dfl: 0.422014 loss: 1.809857 eta: 1 day, 7:29:36 batch_cost: 1.0675 data_cost: 0.0004 ips: 44.9629 images/s [03/13 00:33:50] ppdet.engine INFO: Epoch: [111] [ 40/610] learning_rate: 0.167940 loss_vfl: 0.908623 loss_bbox: 0.397604 loss_dfl: 0.397852 loss: 1.713422 eta: 1 day, 7:29:19 batch_cost: 1.0465 data_cost: 0.0005 ips: 45.8681 images/s [03/13 00:34:11] ppdet.engine INFO: Epoch: [111] [ 60/610] learning_rate: 0.167902 loss_vfl: 0.922327 loss_bbox: 0.423022 loss_dfl: 0.404267 loss: 1.731269 eta: 1 day, 7:28:54 batch_cost: 0.8437 data_cost: 0.0007 ips: 56.8952 images/s [03/13 00:34:33] ppdet.engine INFO: Epoch: [111] [ 80/610] learning_rate: 0.167864 loss_vfl: 0.932004 loss_bbox: 0.416153 loss_dfl: 0.409271 loss: 1.742058 eta: 1 day, 7:28:36 batch_cost: 1.0222 data_cost: 0.0011 ips: 46.9564 images/s [03/13 00:34:55] ppdet.engine INFO: Epoch: [111] [100/610] learning_rate: 0.167826 loss_vfl: 0.862899 loss_bbox: 0.396097 loss_dfl: 0.392959 loss: 1.652821 eta: 1 day, 7:28:12 batch_cost: 0.8592 data_cost: 0.0004 ips: 55.8660 images/s [03/13 00:35:17] ppdet.engine INFO: Epoch: [111] [120/610] learning_rate: 0.167788 loss_vfl: 0.896780 loss_bbox: 0.396838 loss_dfl: 0.398018 loss: 1.689937 eta: 1 day, 7:27:51 batch_cost: 0.9316 data_cost: 0.0004 ips: 51.5232 images/s [03/13 00:35:37] ppdet.engine INFO: Epoch: [111] [140/610] learning_rate: 0.167751 loss_vfl: 0.949993 loss_bbox: 0.415480 loss_dfl: 0.416461 loss: 1.790441 eta: 1 day, 7:27:30 batch_cost: 0.9438 data_cost: 0.0004 ips: 50.8564 images/s [03/13 00:35:58] ppdet.engine INFO: Epoch: [111] [160/610] learning_rate: 0.167713 loss_vfl: 0.872789 loss_bbox: 0.389966 loss_dfl: 0.385705 loss: 1.642451 eta: 1 day, 7:27:08 batch_cost: 0.9353 data_cost: 0.0004 ips: 51.3215 images/s [03/13 00:36:21] ppdet.engine INFO: Epoch: [111] [180/610] learning_rate: 0.167675 loss_vfl: 0.904118 loss_bbox: 0.401883 loss_dfl: 0.406681 loss: 1.716846 eta: 1 day, 7:26:50 batch_cost: 1.0115 data_cost: 0.0008 ips: 47.4522 images/s [03/13 00:36:42] ppdet.engine INFO: Epoch: [111] [200/610] learning_rate: 0.167637 loss_vfl: 0.956874 loss_bbox: 0.421783 loss_dfl: 0.423605 loss: 1.811763 eta: 1 day, 7:26:29 batch_cost: 0.9731 data_cost: 0.0005 ips: 49.3290 images/s [03/13 00:37:04] ppdet.engine INFO: Epoch: [111] [220/610] learning_rate: 0.167599 loss_vfl: 0.891234 loss_bbox: 0.402541 loss_dfl: 0.399213 loss: 1.709619 eta: 1 day, 7:26:08 batch_cost: 0.9241 data_cost: 0.0004 ips: 51.9427 images/s [03/13 00:37:25] ppdet.engine INFO: Epoch: [111] [240/610] learning_rate: 0.167561 loss_vfl: 0.882302 loss_bbox: 0.402729 loss_dfl: 0.396885 loss: 1.684318 eta: 1 day, 7:25:45 batch_cost: 0.8984 data_cost: 0.0004 ips: 53.4311 images/s [03/13 00:37:46] ppdet.engine INFO: Epoch: [111] [260/610] learning_rate: 0.167523 loss_vfl: 0.935237 loss_bbox: 0.418138 loss_dfl: 0.403893 loss: 1.746480 eta: 1 day, 7:25:25 batch_cost: 0.9545 data_cost: 0.0011 ips: 50.2891 images/s [03/13 00:38:08] ppdet.engine INFO: Epoch: [111] [280/610] learning_rate: 0.167485 loss_vfl: 0.904698 loss_bbox: 0.405275 loss_dfl: 0.402969 loss: 1.732762 eta: 1 day, 7:25:05 batch_cost: 0.9804 data_cost: 0.0004 ips: 48.9591 images/s [03/13 00:38:31] ppdet.engine INFO: Epoch: [111] [300/610] learning_rate: 0.167447 loss_vfl: 0.969644 loss_bbox: 0.447794 loss_dfl: 0.435964 loss: 1.857934 eta: 1 day, 7:24:46 batch_cost: 1.0142 data_cost: 0.0004 ips: 47.3286 images/s [03/13 00:38:52] ppdet.engine INFO: Epoch: [111] [320/610] learning_rate: 0.167410 loss_vfl: 0.945645 loss_bbox: 0.422641 loss_dfl: 0.412249 loss: 1.784140 eta: 1 day, 7:24:27 batch_cost: 0.9897 data_cost: 0.0004 ips: 48.5010 images/s [03/13 00:39:14] ppdet.engine INFO: Epoch: [111] [340/610] learning_rate: 0.167372 loss_vfl: 0.934444 loss_bbox: 0.421430 loss_dfl: 0.426640 loss: 1.808584 eta: 1 day, 7:24:04 batch_cost: 0.8930 data_cost: 0.0011 ips: 53.7513 images/s [03/13 00:39:36] ppdet.engine INFO: Epoch: [111] [360/610] learning_rate: 0.167334 loss_vfl: 0.872556 loss_bbox: 0.382465 loss_dfl: 0.378955 loss: 1.650694 eta: 1 day, 7:23:44 batch_cost: 0.9777 data_cost: 0.0004 ips: 49.0935 images/s [03/13 00:39:58] ppdet.engine INFO: Epoch: [111] [380/610] learning_rate: 0.167296 loss_vfl: 0.929814 loss_bbox: 0.406570 loss_dfl: 0.408917 loss: 1.758300 eta: 1 day, 7:23:26 batch_cost: 1.0325 data_cost: 0.0012 ips: 46.4901 images/s [03/13 00:40:19] ppdet.engine INFO: Epoch: [111] [400/610] learning_rate: 0.167258 loss_vfl: 0.910829 loss_bbox: 0.410831 loss_dfl: 0.406088 loss: 1.733132 eta: 1 day, 7:23:04 batch_cost: 0.9115 data_cost: 0.0018 ips: 52.6584 images/s [03/13 00:40:42] ppdet.engine INFO: Epoch: [111] [420/610] learning_rate: 0.167220 loss_vfl: 0.933561 loss_bbox: 0.426603 loss_dfl: 0.420076 loss: 1.762246 eta: 1 day, 7:22:47 batch_cost: 1.0742 data_cost: 0.0004 ips: 44.6832 images/s [03/13 00:41:04] ppdet.engine INFO: Epoch: [111] [440/610] learning_rate: 0.167182 loss_vfl: 0.880002 loss_bbox: 0.370910 loss_dfl: 0.377856 loss: 1.603496 eta: 1 day, 7:22:26 batch_cost: 0.9401 data_cost: 0.0004 ips: 51.0577 images/s [03/13 00:41:26] ppdet.engine INFO: Epoch: [111] [460/610] learning_rate: 0.167144 loss_vfl: 0.833546 loss_bbox: 0.391787 loss_dfl: 0.374037 loss: 1.587174 eta: 1 day, 7:22:05 batch_cost: 0.9202 data_cost: 0.0004 ips: 52.1608 images/s [03/13 00:41:48] ppdet.engine INFO: Epoch: [111] [480/610] learning_rate: 0.167106 loss_vfl: 0.959424 loss_bbox: 0.426590 loss_dfl: 0.413925 loss: 1.792362 eta: 1 day, 7:21:44 batch_cost: 0.9672 data_cost: 0.0004 ips: 49.6279 images/s [03/13 00:42:11] ppdet.engine INFO: Epoch: [111] [500/610] learning_rate: 0.167068 loss_vfl: 0.902137 loss_bbox: 0.413652 loss_dfl: 0.402249 loss: 1.700370 eta: 1 day, 7:21:27 batch_cost: 1.0420 data_cost: 0.0011 ips: 46.0647 images/s [03/13 00:42:33] ppdet.engine INFO: Epoch: [111] [520/610] learning_rate: 0.167030 loss_vfl: 0.924357 loss_bbox: 0.421485 loss_dfl: 0.412677 loss: 1.763981 eta: 1 day, 7:21:08 batch_cost: 1.0067 data_cost: 0.0004 ips: 47.6789 images/s [03/13 00:42:56] ppdet.engine INFO: Epoch: [111] [540/610] learning_rate: 0.166992 loss_vfl: 0.973859 loss_bbox: 0.406437 loss_dfl: 0.414368 loss: 1.781757 eta: 1 day, 7:20:49 batch_cost: 1.0067 data_cost: 0.0004 ips: 47.6803 images/s [03/13 00:43:16] ppdet.engine INFO: Epoch: [111] [560/610] learning_rate: 0.166954 loss_vfl: 0.936535 loss_bbox: 0.431958 loss_dfl: 0.407270 loss: 1.775788 eta: 1 day, 7:20:27 batch_cost: 0.9063 data_cost: 0.0004 ips: 52.9618 images/s [03/13 00:43:38] ppdet.engine INFO: Epoch: [111] [580/610] learning_rate: 0.166916 loss_vfl: 0.915604 loss_bbox: 0.413869 loss_dfl: 0.412248 loss: 1.738061 eta: 1 day, 7:20:07 batch_cost: 0.9838 data_cost: 0.0004 ips: 48.7900 images/s [03/13 00:43:59] ppdet.engine INFO: Epoch: [111] [600/610] learning_rate: 0.166878 loss_vfl: 0.897990 loss_bbox: 0.410621 loss_dfl: 0.399121 loss: 1.683235 eta: 1 day, 7:19:44 batch_cost: 0.8864 data_cost: 0.0005 ips: 54.1493 images/s [03/13 00:44:21] ppdet.engine INFO: Epoch: [112] [ 0/610] learning_rate: 0.166859 loss_vfl: 0.913588 loss_bbox: 0.410621 loss_dfl: 0.399084 loss: 1.694546 eta: 1 day, 7:19:47 batch_cost: 1.2497 data_cost: 0.4583 ips: 38.4105 images/s [03/13 00:44:46] ppdet.engine INFO: Epoch: [112] [ 20/610] learning_rate: 0.166821 loss_vfl: 0.962205 loss_bbox: 0.416528 loss_dfl: 0.432767 loss: 1.822569 eta: 1 day, 7:19:32 batch_cost: 1.1299 data_cost: 0.0004 ips: 42.4808 images/s [03/13 00:45:08] ppdet.engine INFO: Epoch: [112] [ 40/610] learning_rate: 0.166783 loss_vfl: 0.932623 loss_bbox: 0.406365 loss_dfl: 0.416072 loss: 1.766105 eta: 1 day, 7:19:13 batch_cost: 1.0066 data_cost: 0.0004 ips: 47.6861 images/s [03/13 00:45:29] ppdet.engine INFO: Epoch: [112] [ 60/610] learning_rate: 0.166745 loss_vfl: 0.895821 loss_bbox: 0.406550 loss_dfl: 0.398177 loss: 1.700435 eta: 1 day, 7:18:50 batch_cost: 0.8899 data_cost: 0.0005 ips: 53.9393 images/s [03/13 00:45:50] ppdet.engine INFO: Epoch: [112] [ 80/610] learning_rate: 0.166707 loss_vfl: 0.925734 loss_bbox: 0.414937 loss_dfl: 0.402706 loss: 1.778227 eta: 1 day, 7:18:30 batch_cost: 0.9573 data_cost: 0.0004 ips: 50.1404 images/s [03/13 00:46:12] ppdet.engine INFO: Epoch: [112] [100/610] learning_rate: 0.166669 loss_vfl: 0.963009 loss_bbox: 0.439168 loss_dfl: 0.426686 loss: 1.830409 eta: 1 day, 7:18:09 batch_cost: 0.9485 data_cost: 0.0004 ips: 50.6051 images/s [03/13 00:46:34] ppdet.engine INFO: Epoch: [112] [120/610] learning_rate: 0.166631 loss_vfl: 0.918459 loss_bbox: 0.406464 loss_dfl: 0.401890 loss: 1.731147 eta: 1 day, 7:17:49 batch_cost: 0.9817 data_cost: 0.0004 ips: 48.8924 images/s [03/13 00:46:54] ppdet.engine INFO: Epoch: [112] [140/610] learning_rate: 0.166593 loss_vfl: 0.889147 loss_bbox: 0.400187 loss_dfl: 0.398020 loss: 1.715631 eta: 1 day, 7:17:27 batch_cost: 0.9103 data_cost: 0.0004 ips: 52.7325 images/s [03/13 00:47:15] ppdet.engine INFO: Epoch: [112] [160/610] learning_rate: 0.166555 loss_vfl: 0.881821 loss_bbox: 0.393725 loss_dfl: 0.384692 loss: 1.655439 eta: 1 day, 7:17:05 batch_cost: 0.9224 data_cost: 0.0005 ips: 52.0390 images/s [03/13 00:47:37] ppdet.engine INFO: Epoch: [112] [180/610] learning_rate: 0.166517 loss_vfl: 0.917733 loss_bbox: 0.390086 loss_dfl: 0.393143 loss: 1.705934 eta: 1 day, 7:16:46 batch_cost: 0.9793 data_cost: 0.0004 ips: 49.0163 images/s [03/13 00:48:01] ppdet.engine INFO: Epoch: [112] [200/610] learning_rate: 0.166479 loss_vfl: 0.939564 loss_bbox: 0.414569 loss_dfl: 0.409068 loss: 1.758145 eta: 1 day, 7:16:27 batch_cost: 1.0126 data_cost: 0.0004 ips: 47.4046 images/s [03/13 00:48:23] ppdet.engine INFO: Epoch: [112] [220/610] learning_rate: 0.166441 loss_vfl: 0.869178 loss_bbox: 0.386714 loss_dfl: 0.386362 loss: 1.652801 eta: 1 day, 7:16:08 batch_cost: 1.0069 data_cost: 0.0004 ips: 47.6732 images/s [03/13 00:48:44] ppdet.engine INFO: Epoch: [112] [240/610] learning_rate: 0.166403 loss_vfl: 0.882818 loss_bbox: 0.394620 loss_dfl: 0.393508 loss: 1.671966 eta: 1 day, 7:15:47 batch_cost: 0.9299 data_cost: 0.0005 ips: 51.6162 images/s [03/13 00:49:06] ppdet.engine INFO: Epoch: [112] [260/610] learning_rate: 0.166365 loss_vfl: 0.910178 loss_bbox: 0.426037 loss_dfl: 0.399922 loss: 1.742355 eta: 1 day, 7:15:27 batch_cost: 0.9911 data_cost: 0.0004 ips: 48.4311 images/s [03/13 00:49:28] ppdet.engine INFO: Epoch: [112] [280/610] learning_rate: 0.166327 loss_vfl: 0.926280 loss_bbox: 0.407933 loss_dfl: 0.419748 loss: 1.756531 eta: 1 day, 7:15:08 batch_cost: 0.9940 data_cost: 0.0004 ips: 48.2876 images/s [03/13 00:49:51] ppdet.engine INFO: Epoch: [112] [300/610] learning_rate: 0.166289 loss_vfl: 0.883588 loss_bbox: 0.400329 loss_dfl: 0.391451 loss: 1.642118 eta: 1 day, 7:14:46 batch_cost: 0.9109 data_cost: 0.0004 ips: 52.6954 images/s [03/13 00:50:12] ppdet.engine INFO: Epoch: [112] [320/610] learning_rate: 0.166251 loss_vfl: 0.901841 loss_bbox: 0.409428 loss_dfl: 0.407812 loss: 1.715600 eta: 1 day, 7:14:23 batch_cost: 0.8873 data_cost: 0.0004 ips: 54.0962 images/s [03/13 00:50:34] ppdet.engine INFO: Epoch: [112] [340/610] learning_rate: 0.166213 loss_vfl: 0.882775 loss_bbox: 0.381711 loss_dfl: 0.389632 loss: 1.683302 eta: 1 day, 7:14:02 batch_cost: 0.9537 data_cost: 0.0004 ips: 50.3324 images/s [03/13 00:50:54] ppdet.engine INFO: Epoch: [112] [360/610] learning_rate: 0.166174 loss_vfl: 0.918397 loss_bbox: 0.406233 loss_dfl: 0.402648 loss: 1.707282 eta: 1 day, 7:13:41 batch_cost: 0.9200 data_cost: 0.0004 ips: 52.1740 images/s [03/13 00:51:17] ppdet.engine INFO: Epoch: [112] [380/610] learning_rate: 0.166136 loss_vfl: 0.888167 loss_bbox: 0.403889 loss_dfl: 0.392689 loss: 1.697110 eta: 1 day, 7:13:21 batch_cost: 1.0008 data_cost: 0.0005 ips: 47.9623 images/s [03/13 00:51:38] ppdet.engine INFO: Epoch: [112] [400/610] learning_rate: 0.166098 loss_vfl: 0.900232 loss_bbox: 0.403449 loss_dfl: 0.395270 loss: 1.700091 eta: 1 day, 7:13:00 batch_cost: 0.9309 data_cost: 0.0004 ips: 51.5652 images/s [03/13 00:52:00] ppdet.engine INFO: Epoch: [112] [420/610] learning_rate: 0.166060 loss_vfl: 0.928244 loss_bbox: 0.418331 loss_dfl: 0.420422 loss: 1.752485 eta: 1 day, 7:12:42 batch_cost: 1.0324 data_cost: 0.0004 ips: 46.4939 images/s [03/13 00:52:22] ppdet.engine INFO: Epoch: [112] [440/610] learning_rate: 0.166022 loss_vfl: 0.923504 loss_bbox: 0.403180 loss_dfl: 0.403225 loss: 1.750873 eta: 1 day, 7:12:20 batch_cost: 0.9141 data_cost: 0.0005 ips: 52.5101 images/s [03/13 00:52:44] ppdet.engine INFO: Epoch: [112] [460/610] learning_rate: 0.165984 loss_vfl: 0.925337 loss_bbox: 0.433290 loss_dfl: 0.412781 loss: 1.760885 eta: 1 day, 7:11:59 batch_cost: 0.9408 data_cost: 0.0010 ips: 51.0205 images/s [03/13 00:53:06] ppdet.engine INFO: Epoch: [112] [480/610] learning_rate: 0.165946 loss_vfl: 0.920884 loss_bbox: 0.410237 loss_dfl: 0.398742 loss: 1.739399 eta: 1 day, 7:11:39 batch_cost: 0.9727 data_cost: 0.0004 ips: 49.3493 images/s [03/13 00:53:30] ppdet.engine INFO: Epoch: [112] [500/610] learning_rate: 0.165908 loss_vfl: 0.939017 loss_bbox: 0.411992 loss_dfl: 0.406421 loss: 1.745865 eta: 1 day, 7:11:20 batch_cost: 1.0164 data_cost: 0.0004 ips: 47.2270 images/s [03/13 00:53:52] ppdet.engine INFO: Epoch: [112] [520/610] learning_rate: 0.165870 loss_vfl: 0.920925 loss_bbox: 0.423923 loss_dfl: 0.414324 loss: 1.728660 eta: 1 day, 7:10:59 batch_cost: 0.9453 data_cost: 0.0005 ips: 50.7748 images/s [03/13 00:54:15] ppdet.engine INFO: Epoch: [112] [540/610] learning_rate: 0.165831 loss_vfl: 0.946582 loss_bbox: 0.431301 loss_dfl: 0.414235 loss: 1.782355 eta: 1 day, 7:10:39 batch_cost: 0.9529 data_cost: 0.0004 ips: 50.3728 images/s [03/13 00:54:37] ppdet.engine INFO: Epoch: [112] [560/610] learning_rate: 0.165793 loss_vfl: 0.957006 loss_bbox: 0.408242 loss_dfl: 0.411707 loss: 1.775771 eta: 1 day, 7:10:19 batch_cost: 0.9821 data_cost: 0.0004 ips: 48.8730 images/s [03/13 00:55:00] ppdet.engine INFO: Epoch: [112] [580/610] learning_rate: 0.165755 loss_vfl: 0.917642 loss_bbox: 0.411054 loss_dfl: 0.405443 loss: 1.744191 eta: 1 day, 7:10:01 batch_cost: 1.0360 data_cost: 0.0004 ips: 46.3315 images/s [03/13 00:55:21] ppdet.engine INFO: Epoch: [112] [600/610] learning_rate: 0.165717 loss_vfl: 0.944382 loss_bbox: 0.451798 loss_dfl: 0.426204 loss: 1.818605 eta: 1 day, 7:09:40 batch_cost: 0.9497 data_cost: 0.0005 ips: 50.5449 images/s [03/13 00:55:43] ppdet.engine INFO: Epoch: [113] [ 0/610] learning_rate: 0.165698 loss_vfl: 0.910738 loss_bbox: 0.385803 loss_dfl: 0.393396 loss: 1.705318 eta: 1 day, 7:09:43 batch_cost: 1.3473 data_cost: 0.3876 ips: 35.6267 images/s [03/13 00:56:07] ppdet.engine INFO: Epoch: [113] [ 20/610] learning_rate: 0.165660 loss_vfl: 0.924979 loss_bbox: 0.395741 loss_dfl: 0.403261 loss: 1.729940 eta: 1 day, 7:09:27 batch_cost: 1.0754 data_cost: 0.0019 ips: 44.6333 images/s [03/13 00:56:30] ppdet.engine INFO: Epoch: [113] [ 40/610] learning_rate: 0.165622 loss_vfl: 0.917990 loss_bbox: 0.397438 loss_dfl: 0.406327 loss: 1.756294 eta: 1 day, 7:09:08 batch_cost: 1.0243 data_cost: 0.0005 ips: 46.8602 images/s [03/13 00:56:51] ppdet.engine INFO: Epoch: [113] [ 60/610] learning_rate: 0.165583 loss_vfl: 0.885983 loss_bbox: 0.401339 loss_dfl: 0.395223 loss: 1.676223 eta: 1 day, 7:08:48 batch_cost: 0.9746 data_cost: 0.0004 ips: 49.2524 images/s [03/13 00:57:13] ppdet.engine INFO: Epoch: [113] [ 80/610] learning_rate: 0.165545 loss_vfl: 0.910541 loss_bbox: 0.432133 loss_dfl: 0.418057 loss: 1.775352 eta: 1 day, 7:08:29 batch_cost: 0.9922 data_cost: 0.0004 ips: 48.3780 images/s [03/13 00:57:35] ppdet.engine INFO: Epoch: [113] [100/610] learning_rate: 0.165507 loss_vfl: 0.858887 loss_bbox: 0.395140 loss_dfl: 0.390120 loss: 1.641158 eta: 1 day, 7:08:11 batch_cost: 1.0261 data_cost: 0.0004 ips: 46.7808 images/s [03/13 00:57:57] ppdet.engine INFO: Epoch: [113] [120/610] learning_rate: 0.165469 loss_vfl: 0.905087 loss_bbox: 0.405494 loss_dfl: 0.398208 loss: 1.725273 eta: 1 day, 7:07:51 batch_cost: 0.9859 data_cost: 0.0004 ips: 48.6889 images/s [03/13 00:58:19] ppdet.engine INFO: Epoch: [113] [140/610] learning_rate: 0.165431 loss_vfl: 0.962609 loss_bbox: 0.427163 loss_dfl: 0.412099 loss: 1.786609 eta: 1 day, 7:07:31 batch_cost: 0.9605 data_cost: 0.0004 ips: 49.9721 images/s [03/13 00:58:40] ppdet.engine INFO: Epoch: [113] [160/610] learning_rate: 0.165392 loss_vfl: 0.898499 loss_bbox: 0.399672 loss_dfl: 0.392941 loss: 1.675913 eta: 1 day, 7:07:11 batch_cost: 0.9796 data_cost: 0.0011 ips: 48.9984 images/s [03/13 00:59:03] ppdet.engine INFO: Epoch: [113] [180/610] learning_rate: 0.165354 loss_vfl: 0.916134 loss_bbox: 0.396723 loss_dfl: 0.399493 loss: 1.703621 eta: 1 day, 7:06:51 batch_cost: 0.9768 data_cost: 0.0004 ips: 49.1420 images/s [03/13 00:59:25] ppdet.engine INFO: Epoch: [113] [200/610] learning_rate: 0.165316 loss_vfl: 0.921816 loss_bbox: 0.416803 loss_dfl: 0.403116 loss: 1.739595 eta: 1 day, 7:06:29 batch_cost: 0.9189 data_cost: 0.0006 ips: 52.2363 images/s [03/13 00:59:46] ppdet.engine INFO: Epoch: [113] [220/610] learning_rate: 0.165278 loss_vfl: 0.948300 loss_bbox: 0.413633 loss_dfl: 0.422396 loss: 1.782207 eta: 1 day, 7:06:08 batch_cost: 0.9389 data_cost: 0.0004 ips: 51.1256 images/s [03/13 01:00:07] ppdet.engine INFO: Epoch: [113] [240/610] learning_rate: 0.165240 loss_vfl: 0.945072 loss_bbox: 0.402073 loss_dfl: 0.403790 loss: 1.739003 eta: 1 day, 7:05:49 batch_cost: 0.9849 data_cost: 0.0004 ips: 48.7351 images/s [03/13 01:00:30] ppdet.engine INFO: Epoch: [113] [260/610] learning_rate: 0.165201 loss_vfl: 0.951342 loss_bbox: 0.429558 loss_dfl: 0.425228 loss: 1.814868 eta: 1 day, 7:05:30 batch_cost: 1.0040 data_cost: 0.0004 ips: 47.8080 images/s [03/13 01:00:51] ppdet.engine INFO: Epoch: [113] [280/610] learning_rate: 0.165163 loss_vfl: 0.921588 loss_bbox: 0.400004 loss_dfl: 0.398306 loss: 1.741517 eta: 1 day, 7:05:08 batch_cost: 0.9410 data_cost: 0.0004 ips: 51.0080 images/s [03/13 01:01:13] ppdet.engine INFO: Epoch: [113] [300/610] learning_rate: 0.165125 loss_vfl: 0.934140 loss_bbox: 0.424652 loss_dfl: 0.413955 loss: 1.781349 eta: 1 day, 7:04:48 batch_cost: 0.9727 data_cost: 0.0004 ips: 49.3457 images/s [03/13 01:01:35] ppdet.engine INFO: Epoch: [113] [320/610] learning_rate: 0.165087 loss_vfl: 0.926841 loss_bbox: 0.421307 loss_dfl: 0.415811 loss: 1.762371 eta: 1 day, 7:04:29 batch_cost: 0.9874 data_cost: 0.0004 ips: 48.6121 images/s [03/13 01:01:57] ppdet.engine INFO: Epoch: [113] [340/610] learning_rate: 0.165048 loss_vfl: 0.901018 loss_bbox: 0.406847 loss_dfl: 0.399169 loss: 1.714567 eta: 1 day, 7:04:09 batch_cost: 0.9848 data_cost: 0.0005 ips: 48.7399 images/s [03/13 01:02:19] ppdet.engine INFO: Epoch: [113] [360/610] learning_rate: 0.165010 loss_vfl: 0.900290 loss_bbox: 0.400290 loss_dfl: 0.397149 loss: 1.682125 eta: 1 day, 7:03:49 batch_cost: 0.9680 data_cost: 0.0004 ips: 49.5884 images/s [03/13 01:02:40] ppdet.engine INFO: Epoch: [113] [380/610] learning_rate: 0.164972 loss_vfl: 0.935469 loss_bbox: 0.424726 loss_dfl: 0.416430 loss: 1.777315 eta: 1 day, 7:03:27 batch_cost: 0.9124 data_cost: 0.0004 ips: 52.6077 images/s [03/13 01:03:01] ppdet.engine INFO: Epoch: [113] [400/610] learning_rate: 0.164934 loss_vfl: 0.907787 loss_bbox: 0.400665 loss_dfl: 0.406974 loss: 1.732625 eta: 1 day, 7:03:07 batch_cost: 0.9703 data_cost: 0.0004 ips: 49.4680 images/s [03/13 01:03:24] ppdet.engine INFO: Epoch: [113] [420/610] learning_rate: 0.164895 loss_vfl: 0.890790 loss_bbox: 0.409667 loss_dfl: 0.407649 loss: 1.707911 eta: 1 day, 7:02:49 batch_cost: 1.0400 data_cost: 0.0007 ips: 46.1526 images/s [03/13 01:03:46] ppdet.engine INFO: Epoch: [113] [440/610] learning_rate: 0.164857 loss_vfl: 0.924410 loss_bbox: 0.407214 loss_dfl: 0.401108 loss: 1.726377 eta: 1 day, 7:02:27 batch_cost: 0.9088 data_cost: 0.0004 ips: 52.8142 images/s [03/13 01:04:08] ppdet.engine INFO: Epoch: [113] [460/610] learning_rate: 0.164819 loss_vfl: 0.925267 loss_bbox: 0.432176 loss_dfl: 0.409650 loss: 1.752760 eta: 1 day, 7:02:09 batch_cost: 1.0265 data_cost: 0.0010 ips: 46.7630 images/s [03/13 01:04:30] ppdet.engine INFO: Epoch: [113] [480/610] learning_rate: 0.164781 loss_vfl: 0.932956 loss_bbox: 0.401127 loss_dfl: 0.405529 loss: 1.704504 eta: 1 day, 7:01:49 batch_cost: 0.9777 data_cost: 0.0004 ips: 49.0936 images/s [03/13 01:04:52] ppdet.engine INFO: Epoch: [113] [500/610] learning_rate: 0.164742 loss_vfl: 0.947129 loss_bbox: 0.429103 loss_dfl: 0.426790 loss: 1.805012 eta: 1 day, 7:01:29 batch_cost: 0.9678 data_cost: 0.0004 ips: 49.5992 images/s [03/13 01:05:13] ppdet.engine INFO: Epoch: [113] [520/610] learning_rate: 0.164704 loss_vfl: 0.913138 loss_bbox: 0.408545 loss_dfl: 0.396763 loss: 1.734874 eta: 1 day, 7:01:09 batch_cost: 0.9857 data_cost: 0.0004 ips: 48.6971 images/s [03/13 01:05:34] ppdet.engine INFO: Epoch: [113] [540/610] learning_rate: 0.164666 loss_vfl: 0.931470 loss_bbox: 0.400189 loss_dfl: 0.401183 loss: 1.750899 eta: 1 day, 7:00:48 batch_cost: 0.9514 data_cost: 0.0004 ips: 50.4543 images/s [03/13 01:05:55] ppdet.engine INFO: Epoch: [113] [560/610] learning_rate: 0.164627 loss_vfl: 0.957026 loss_bbox: 0.420713 loss_dfl: 0.423159 loss: 1.792284 eta: 1 day, 7:00:28 batch_cost: 0.9701 data_cost: 0.0007 ips: 49.4770 images/s [03/13 01:06:17] ppdet.engine INFO: Epoch: [113] [580/610] learning_rate: 0.164589 loss_vfl: 0.946422 loss_bbox: 0.423036 loss_dfl: 0.412843 loss: 1.781011 eta: 1 day, 7:00:03 batch_cost: 0.8228 data_cost: 0.0004 ips: 58.3385 images/s [03/13 01:06:38] ppdet.engine INFO: Epoch: [113] [600/610] learning_rate: 0.164551 loss_vfl: 0.908546 loss_bbox: 0.409183 loss_dfl: 0.405298 loss: 1.698875 eta: 1 day, 6:59:43 batch_cost: 0.9492 data_cost: 0.0053 ips: 50.5703 images/s [03/13 01:07:00] ppdet.engine INFO: Epoch: [114] [ 0/610] learning_rate: 0.164532 loss_vfl: 0.897903 loss_bbox: 0.407988 loss_dfl: 0.397695 loss: 1.682618 eta: 1 day, 6:59:45 batch_cost: 1.3507 data_cost: 0.3662 ips: 35.5382 images/s [03/13 01:07:25] ppdet.engine INFO: Epoch: [114] [ 20/610] learning_rate: 0.164493 loss_vfl: 0.918149 loss_bbox: 0.406324 loss_dfl: 0.399240 loss: 1.720633 eta: 1 day, 6:59:31 batch_cost: 1.1292 data_cost: 0.0004 ips: 42.5091 images/s [03/13 01:07:46] ppdet.engine INFO: Epoch: [114] [ 40/610] learning_rate: 0.164455 loss_vfl: 0.924920 loss_bbox: 0.399057 loss_dfl: 0.388062 loss: 1.700142 eta: 1 day, 6:59:11 batch_cost: 0.9779 data_cost: 0.0005 ips: 49.0839 images/s [03/13 01:08:08] ppdet.engine INFO: Epoch: [114] [ 60/610] learning_rate: 0.164417 loss_vfl: 0.889466 loss_bbox: 0.387985 loss_dfl: 0.402616 loss: 1.648943 eta: 1 day, 6:58:53 batch_cost: 1.0305 data_cost: 0.0004 ips: 46.5771 images/s [03/13 01:08:29] ppdet.engine INFO: Epoch: [114] [ 80/610] learning_rate: 0.164378 loss_vfl: 0.878804 loss_bbox: 0.387219 loss_dfl: 0.397035 loss: 1.650438 eta: 1 day, 6:58:31 batch_cost: 0.9131 data_cost: 0.0004 ips: 52.5678 images/s [03/13 01:08:51] ppdet.engine INFO: Epoch: [114] [100/610] learning_rate: 0.164340 loss_vfl: 0.938126 loss_bbox: 0.411944 loss_dfl: 0.407692 loss: 1.766917 eta: 1 day, 6:58:12 batch_cost: 1.0136 data_cost: 0.0004 ips: 47.3549 images/s [03/13 01:09:12] ppdet.engine INFO: Epoch: [114] [120/610] learning_rate: 0.164302 loss_vfl: 0.897793 loss_bbox: 0.403938 loss_dfl: 0.397614 loss: 1.693602 eta: 1 day, 6:57:52 batch_cost: 0.9685 data_cost: 0.0005 ips: 49.5626 images/s [03/13 01:09:34] ppdet.engine INFO: Epoch: [114] [140/610] learning_rate: 0.164263 loss_vfl: 0.941032 loss_bbox: 0.422564 loss_dfl: 0.426501 loss: 1.808815 eta: 1 day, 6:57:32 batch_cost: 0.9971 data_cost: 0.0004 ips: 48.1406 images/s [03/13 01:09:55] ppdet.engine INFO: Epoch: [114] [160/610] learning_rate: 0.164225 loss_vfl: 0.932088 loss_bbox: 0.422865 loss_dfl: 0.413441 loss: 1.781242 eta: 1 day, 6:57:11 batch_cost: 0.9209 data_cost: 0.0007 ips: 52.1235 images/s [03/13 01:10:17] ppdet.engine INFO: Epoch: [114] [180/610] learning_rate: 0.164186 loss_vfl: 0.916998 loss_bbox: 0.397354 loss_dfl: 0.408912 loss: 1.718430 eta: 1 day, 6:56:51 batch_cost: 0.9681 data_cost: 0.0005 ips: 49.5822 images/s [03/13 01:10:38] ppdet.engine INFO: Epoch: [114] [200/610] learning_rate: 0.164148 loss_vfl: 0.980110 loss_bbox: 0.432119 loss_dfl: 0.426463 loss: 1.843411 eta: 1 day, 6:56:28 batch_cost: 0.8983 data_cost: 0.0004 ips: 53.4353 images/s [03/13 01:11:01] ppdet.engine INFO: Epoch: [114] [220/610] learning_rate: 0.164110 loss_vfl: 0.896583 loss_bbox: 0.415314 loss_dfl: 0.410605 loss: 1.717985 eta: 1 day, 6:56:07 batch_cost: 0.9442 data_cost: 0.0004 ips: 50.8386 images/s [03/13 01:11:23] ppdet.engine INFO: Epoch: [114] [240/610] learning_rate: 0.164071 loss_vfl: 0.913459 loss_bbox: 0.402834 loss_dfl: 0.405058 loss: 1.713543 eta: 1 day, 6:55:46 batch_cost: 0.9312 data_cost: 0.0013 ips: 51.5475 images/s [03/13 01:11:45] ppdet.engine INFO: Epoch: [114] [260/610] learning_rate: 0.164033 loss_vfl: 0.925313 loss_bbox: 0.427553 loss_dfl: 0.408746 loss: 1.770280 eta: 1 day, 6:55:25 batch_cost: 0.9317 data_cost: 0.0005 ips: 51.5179 images/s [03/13 01:12:07] ppdet.engine INFO: Epoch: [114] [280/610] learning_rate: 0.163995 loss_vfl: 0.957736 loss_bbox: 0.424808 loss_dfl: 0.409815 loss: 1.781215 eta: 1 day, 6:55:04 batch_cost: 0.9545 data_cost: 0.0005 ips: 50.2886 images/s [03/13 01:12:30] ppdet.engine INFO: Epoch: [114] [300/610] learning_rate: 0.163956 loss_vfl: 0.910755 loss_bbox: 0.422051 loss_dfl: 0.405920 loss: 1.725930 eta: 1 day, 6:54:44 batch_cost: 0.9837 data_cost: 0.0004 ips: 48.7942 images/s [03/13 01:12:53] ppdet.engine INFO: Epoch: [114] [320/610] learning_rate: 0.163918 loss_vfl: 0.928015 loss_bbox: 0.409167 loss_dfl: 0.415878 loss: 1.764886 eta: 1 day, 6:54:24 batch_cost: 0.9699 data_cost: 0.0007 ips: 49.4897 images/s [03/13 01:13:16] ppdet.engine INFO: Epoch: [114] [340/610] learning_rate: 0.163879 loss_vfl: 0.880707 loss_bbox: 0.375274 loss_dfl: 0.380059 loss: 1.664857 eta: 1 day, 6:54:07 batch_cost: 1.0473 data_cost: 0.0005 ips: 45.8311 images/s [03/13 01:13:38] ppdet.engine INFO: Epoch: [114] [360/610] learning_rate: 0.163841 loss_vfl: 0.911157 loss_bbox: 0.401417 loss_dfl: 0.398121 loss: 1.715227 eta: 1 day, 6:53:46 batch_cost: 0.9421 data_cost: 0.0004 ips: 50.9520 images/s [03/13 01:14:00] ppdet.engine INFO: Epoch: [114] [380/610] learning_rate: 0.163803 loss_vfl: 0.947294 loss_bbox: 0.430734 loss_dfl: 0.430417 loss: 1.818291 eta: 1 day, 6:53:27 batch_cost: 1.0319 data_cost: 0.0004 ips: 46.5141 images/s [03/13 01:14:22] ppdet.engine INFO: Epoch: [114] [400/610] learning_rate: 0.163764 loss_vfl: 0.907586 loss_bbox: 0.398373 loss_dfl: 0.407755 loss: 1.717854 eta: 1 day, 6:53:09 batch_cost: 1.0275 data_cost: 0.0013 ips: 46.7145 images/s [03/13 01:14:44] ppdet.engine INFO: Epoch: [114] [420/610] learning_rate: 0.163726 loss_vfl: 0.864328 loss_bbox: 0.386843 loss_dfl: 0.388972 loss: 1.625893 eta: 1 day, 6:52:48 batch_cost: 0.9446 data_cost: 0.0004 ips: 50.8132 images/s [03/13 01:15:06] ppdet.engine INFO: Epoch: [114] [440/610] learning_rate: 0.163687 loss_vfl: 0.874869 loss_bbox: 0.405470 loss_dfl: 0.383930 loss: 1.627633 eta: 1 day, 6:52:25 batch_cost: 0.8719 data_cost: 0.0004 ips: 55.0543 images/s [03/13 01:15:29] ppdet.engine INFO: Epoch: [114] [460/610] learning_rate: 0.163649 loss_vfl: 0.950823 loss_bbox: 0.387875 loss_dfl: 0.403564 loss: 1.740497 eta: 1 day, 6:52:07 batch_cost: 1.0262 data_cost: 0.0004 ips: 46.7739 images/s [03/13 01:15:51] ppdet.engine INFO: Epoch: [114] [480/610] learning_rate: 0.163610 loss_vfl: 0.941134 loss_bbox: 0.437172 loss_dfl: 0.416711 loss: 1.811764 eta: 1 day, 6:51:46 batch_cost: 0.9581 data_cost: 0.0011 ips: 50.0998 images/s [03/13 01:16:13] ppdet.engine INFO: Epoch: [114] [500/610] learning_rate: 0.163572 loss_vfl: 0.908172 loss_bbox: 0.420349 loss_dfl: 0.395919 loss: 1.693758 eta: 1 day, 6:51:26 batch_cost: 0.9814 data_cost: 0.0004 ips: 48.9106 images/s [03/13 01:16:35] ppdet.engine INFO: Epoch: [114] [520/610] learning_rate: 0.163533 loss_vfl: 0.863376 loss_bbox: 0.383713 loss_dfl: 0.386068 loss: 1.638411 eta: 1 day, 6:51:06 batch_cost: 0.9470 data_cost: 0.0009 ips: 50.6886 images/s [03/13 01:16:57] ppdet.engine INFO: Epoch: [114] [540/610] learning_rate: 0.163495 loss_vfl: 0.879928 loss_bbox: 0.393926 loss_dfl: 0.396938 loss: 1.674958 eta: 1 day, 6:50:45 batch_cost: 0.9456 data_cost: 0.0004 ips: 50.7606 images/s [03/13 01:17:19] ppdet.engine INFO: Epoch: [114] [560/610] learning_rate: 0.163457 loss_vfl: 0.887432 loss_bbox: 0.411437 loss_dfl: 0.403416 loss: 1.709744 eta: 1 day, 6:50:25 batch_cost: 0.9779 data_cost: 0.0004 ips: 49.0846 images/s [03/13 01:17:41] ppdet.engine INFO: Epoch: [114] [580/610] learning_rate: 0.163418 loss_vfl: 0.886501 loss_bbox: 0.395236 loss_dfl: 0.387793 loss: 1.674757 eta: 1 day, 6:50:04 batch_cost: 0.9572 data_cost: 0.0004 ips: 50.1488 images/s [03/13 01:18:03] ppdet.engine INFO: Epoch: [114] [600/610] learning_rate: 0.163380 loss_vfl: 0.930649 loss_bbox: 0.414171 loss_dfl: 0.417092 loss: 1.748860 eta: 1 day, 6:49:45 batch_cost: 1.0064 data_cost: 0.0011 ips: 47.6958 images/s [03/13 01:18:25] ppdet.engine INFO: Epoch: [115] [ 0/610] learning_rate: 0.163360 loss_vfl: 0.943849 loss_bbox: 0.436059 loss_dfl: 0.420616 loss: 1.785600 eta: 1 day, 6:49:48 batch_cost: 1.3668 data_cost: 0.5965 ips: 35.1191 images/s [03/13 01:18:50] ppdet.engine INFO: Epoch: [115] [ 20/610] learning_rate: 0.163322 loss_vfl: 0.957244 loss_bbox: 0.423866 loss_dfl: 0.413783 loss: 1.811537 eta: 1 day, 6:49:32 batch_cost: 1.0820 data_cost: 0.0004 ips: 44.3614 images/s [03/13 01:19:13] ppdet.engine INFO: Epoch: [115] [ 40/610] learning_rate: 0.163283 loss_vfl: 0.927321 loss_bbox: 0.404354 loss_dfl: 0.416124 loss: 1.767815 eta: 1 day, 6:49:14 batch_cost: 1.0538 data_cost: 0.0004 ips: 45.5497 images/s [03/13 01:19:35] ppdet.engine INFO: Epoch: [115] [ 60/610] learning_rate: 0.163245 loss_vfl: 0.958844 loss_bbox: 0.428317 loss_dfl: 0.417647 loss: 1.782938 eta: 1 day, 6:48:56 batch_cost: 1.0134 data_cost: 0.0010 ips: 47.3664 images/s [03/13 01:19:57] ppdet.engine INFO: Epoch: [115] [ 80/610] learning_rate: 0.163206 loss_vfl: 0.937792 loss_bbox: 0.410399 loss_dfl: 0.404992 loss: 1.753977 eta: 1 day, 6:48:35 batch_cost: 0.9506 data_cost: 0.0008 ips: 50.4966 images/s [03/13 01:20:20] ppdet.engine INFO: Epoch: [115] [100/610] learning_rate: 0.163168 loss_vfl: 0.857966 loss_bbox: 0.380340 loss_dfl: 0.385531 loss: 1.623078 eta: 1 day, 6:48:15 batch_cost: 0.9752 data_cost: 0.0004 ips: 49.2192 images/s [03/13 01:20:42] ppdet.engine INFO: Epoch: [115] [120/610] learning_rate: 0.163129 loss_vfl: 0.946788 loss_bbox: 0.424390 loss_dfl: 0.410692 loss: 1.789028 eta: 1 day, 6:47:53 batch_cost: 0.9231 data_cost: 0.0004 ips: 51.9974 images/s [03/13 01:21:04] ppdet.engine INFO: Epoch: [115] [140/610] learning_rate: 0.163091 loss_vfl: 0.960445 loss_bbox: 0.415134 loss_dfl: 0.421656 loss: 1.790234 eta: 1 day, 6:47:33 batch_cost: 0.9718 data_cost: 0.0004 ips: 49.3946 images/s [03/13 01:21:25] ppdet.engine INFO: Epoch: [115] [160/610] learning_rate: 0.163052 loss_vfl: 0.921883 loss_bbox: 0.412259 loss_dfl: 0.403169 loss: 1.747980 eta: 1 day, 6:47:13 batch_cost: 0.9661 data_cost: 0.0004 ips: 49.6828 images/s [03/13 01:21:46] ppdet.engine INFO: Epoch: [115] [180/610] learning_rate: 0.163014 loss_vfl: 0.907578 loss_bbox: 0.412962 loss_dfl: 0.410391 loss: 1.727613 eta: 1 day, 6:46:49 batch_cost: 0.8587 data_cost: 0.0004 ips: 55.8989 images/s [03/13 01:22:06] ppdet.engine INFO: Epoch: [115] [200/610] learning_rate: 0.162975 loss_vfl: 0.873977 loss_bbox: 0.377248 loss_dfl: 0.378034 loss: 1.633362 eta: 1 day, 6:46:26 batch_cost: 0.8716 data_cost: 0.0004 ips: 55.0731 images/s [03/13 01:22:28] ppdet.engine INFO: Epoch: [115] [220/610] learning_rate: 0.162937 loss_vfl: 0.907701 loss_bbox: 0.418978 loss_dfl: 0.404140 loss: 1.750793 eta: 1 day, 6:46:06 batch_cost: 0.9619 data_cost: 0.0004 ips: 49.9016 images/s [03/13 01:22:50] ppdet.engine INFO: Epoch: [115] [240/610] learning_rate: 0.162898 loss_vfl: 0.953917 loss_bbox: 0.423100 loss_dfl: 0.414286 loss: 1.795709 eta: 1 day, 6:45:44 batch_cost: 0.9234 data_cost: 0.0070 ips: 51.9828 images/s [03/13 01:23:11] ppdet.engine INFO: Epoch: [115] [260/610] learning_rate: 0.162860 loss_vfl: 0.931169 loss_bbox: 0.426690 loss_dfl: 0.416162 loss: 1.784686 eta: 1 day, 6:45:24 batch_cost: 0.9583 data_cost: 0.0004 ips: 50.0883 images/s [03/13 01:23:32] ppdet.engine INFO: Epoch: [115] [280/610] learning_rate: 0.162821 loss_vfl: 0.913953 loss_bbox: 0.387622 loss_dfl: 0.393908 loss: 1.688160 eta: 1 day, 6:45:03 batch_cost: 0.9421 data_cost: 0.0004 ips: 50.9482 images/s [03/13 01:23:54] ppdet.engine INFO: Epoch: [115] [300/610] learning_rate: 0.162783 loss_vfl: 0.937569 loss_bbox: 0.402584 loss_dfl: 0.402570 loss: 1.739859 eta: 1 day, 6:44:42 batch_cost: 0.9425 data_cost: 0.0004 ips: 50.9261 images/s [03/13 01:24:14] ppdet.engine INFO: Epoch: [115] [320/610] learning_rate: 0.162744 loss_vfl: 0.883319 loss_bbox: 0.380667 loss_dfl: 0.380512 loss: 1.644498 eta: 1 day, 6:44:21 batch_cost: 0.9377 data_cost: 0.0012 ips: 51.1882 images/s [03/13 01:24:36] ppdet.engine INFO: Epoch: [115] [340/610] learning_rate: 0.162705 loss_vfl: 0.916570 loss_bbox: 0.405969 loss_dfl: 0.408610 loss: 1.716528 eta: 1 day, 6:44:01 batch_cost: 0.9727 data_cost: 0.0004 ips: 49.3463 images/s [03/13 01:24:57] ppdet.engine INFO: Epoch: [115] [360/610] learning_rate: 0.162667 loss_vfl: 0.884350 loss_bbox: 0.384463 loss_dfl: 0.388737 loss: 1.657777 eta: 1 day, 6:43:40 batch_cost: 0.9419 data_cost: 0.0004 ips: 50.9616 images/s [03/13 01:25:20] ppdet.engine INFO: Epoch: [115] [380/610] learning_rate: 0.162628 loss_vfl: 0.930761 loss_bbox: 0.414229 loss_dfl: 0.407627 loss: 1.728836 eta: 1 day, 6:43:20 batch_cost: 0.9703 data_cost: 0.0004 ips: 49.4679 images/s [03/13 01:25:40] ppdet.engine INFO: Epoch: [115] [400/610] learning_rate: 0.162590 loss_vfl: 0.952894 loss_bbox: 0.419493 loss_dfl: 0.426349 loss: 1.818202 eta: 1 day, 6:42:58 batch_cost: 0.9196 data_cost: 0.0004 ips: 52.1948 images/s [03/13 01:26:02] ppdet.engine INFO: Epoch: [115] [420/610] learning_rate: 0.162551 loss_vfl: 0.964748 loss_bbox: 0.434378 loss_dfl: 0.425742 loss: 1.836699 eta: 1 day, 6:42:36 batch_cost: 0.9148 data_cost: 0.0004 ips: 52.4683 images/s [03/13 01:26:25] ppdet.engine INFO: Epoch: [115] [440/610] learning_rate: 0.162513 loss_vfl: 0.877330 loss_bbox: 0.389519 loss_dfl: 0.393767 loss: 1.660988 eta: 1 day, 6:42:18 batch_cost: 1.0265 data_cost: 0.0005 ips: 46.7630 images/s [03/13 01:26:47] ppdet.engine INFO: Epoch: [115] [460/610] learning_rate: 0.162474 loss_vfl: 0.958221 loss_bbox: 0.422382 loss_dfl: 0.420853 loss: 1.827481 eta: 1 day, 6:42:00 batch_cost: 1.0306 data_cost: 0.0004 ips: 46.5740 images/s [03/13 01:27:08] ppdet.engine INFO: Epoch: [115] [480/610] learning_rate: 0.162435 loss_vfl: 0.909930 loss_bbox: 0.404148 loss_dfl: 0.400500 loss: 1.719085 eta: 1 day, 6:41:38 batch_cost: 0.9343 data_cost: 0.0004 ips: 51.3754 images/s [03/13 01:27:29] ppdet.engine INFO: Epoch: [115] [500/610] learning_rate: 0.162397 loss_vfl: 0.924633 loss_bbox: 0.394156 loss_dfl: 0.410527 loss: 1.715166 eta: 1 day, 6:41:17 batch_cost: 0.9440 data_cost: 0.0004 ips: 50.8497 images/s [03/13 01:27:50] ppdet.engine INFO: Epoch: [115] [520/610] learning_rate: 0.162358 loss_vfl: 0.880695 loss_bbox: 0.409218 loss_dfl: 0.401210 loss: 1.704376 eta: 1 day, 6:40:54 batch_cost: 0.8701 data_cost: 0.0004 ips: 55.1648 images/s [03/13 01:28:11] ppdet.engine INFO: Epoch: [115] [540/610] learning_rate: 0.162319 loss_vfl: 0.899192 loss_bbox: 0.427341 loss_dfl: 0.412661 loss: 1.748404 eta: 1 day, 6:40:33 batch_cost: 0.9470 data_cost: 0.0004 ips: 50.6846 images/s [03/13 01:28:33] ppdet.engine INFO: Epoch: [115] [560/610] learning_rate: 0.162281 loss_vfl: 0.888325 loss_bbox: 0.410148 loss_dfl: 0.398054 loss: 1.694372 eta: 1 day, 6:40:14 batch_cost: 0.9795 data_cost: 0.0004 ips: 49.0066 images/s [03/13 01:28:53] ppdet.engine INFO: Epoch: [115] [580/610] learning_rate: 0.162242 loss_vfl: 0.938887 loss_bbox: 0.420833 loss_dfl: 0.406106 loss: 1.774291 eta: 1 day, 6:39:51 batch_cost: 0.8874 data_cost: 0.0004 ips: 54.0930 images/s [03/13 01:29:15] ppdet.engine INFO: Epoch: [115] [600/610] learning_rate: 0.162204 loss_vfl: 0.887040 loss_bbox: 0.397984 loss_dfl: 0.397587 loss: 1.704156 eta: 1 day, 6:39:29 batch_cost: 0.9234 data_cost: 0.0005 ips: 51.9815 images/s [03/13 01:29:38] ppdet.engine INFO: Epoch: [116] [ 0/610] learning_rate: 0.162184 loss_vfl: 0.884029 loss_bbox: 0.413005 loss_dfl: 0.402225 loss: 1.723029 eta: 1 day, 6:39:33 batch_cost: 1.3907 data_cost: 0.3882 ips: 34.5146 images/s [03/13 01:30:03] ppdet.engine INFO: Epoch: [116] [ 20/610] learning_rate: 0.162146 loss_vfl: 0.906826 loss_bbox: 0.392463 loss_dfl: 0.399988 loss: 1.699413 eta: 1 day, 6:39:19 batch_cost: 1.1436 data_cost: 0.0005 ips: 41.9731 images/s [03/13 01:30:24] ppdet.engine INFO: Epoch: [116] [ 40/610] learning_rate: 0.162107 loss_vfl: 0.910514 loss_bbox: 0.417541 loss_dfl: 0.396925 loss: 1.708952 eta: 1 day, 6:38:55 batch_cost: 0.8585 data_cost: 0.0004 ips: 55.9093 images/s [03/13 01:30:45] ppdet.engine INFO: Epoch: [116] [ 60/610] learning_rate: 0.162068 loss_vfl: 0.935986 loss_bbox: 0.403160 loss_dfl: 0.409449 loss: 1.751224 eta: 1 day, 6:38:35 batch_cost: 0.9677 data_cost: 0.0004 ips: 49.6040 images/s [03/13 01:31:06] ppdet.engine INFO: Epoch: [116] [ 80/610] learning_rate: 0.162030 loss_vfl: 0.889817 loss_bbox: 0.392099 loss_dfl: 0.392790 loss: 1.668749 eta: 1 day, 6:38:13 batch_cost: 0.9241 data_cost: 0.0010 ips: 51.9402 images/s [03/13 01:31:28] ppdet.engine INFO: Epoch: [116] [100/610] learning_rate: 0.161991 loss_vfl: 0.899829 loss_bbox: 0.405061 loss_dfl: 0.399443 loss: 1.691332 eta: 1 day, 6:37:53 batch_cost: 0.9629 data_cost: 0.0004 ips: 49.8507 images/s [03/13 01:31:49] ppdet.engine INFO: Epoch: [116] [120/610] learning_rate: 0.161952 loss_vfl: 0.902192 loss_bbox: 0.388440 loss_dfl: 0.398327 loss: 1.695796 eta: 1 day, 6:37:30 batch_cost: 0.8893 data_cost: 0.0004 ips: 53.9780 images/s [03/13 01:32:10] ppdet.engine INFO: Epoch: [116] [140/610] learning_rate: 0.161914 loss_vfl: 0.905205 loss_bbox: 0.409620 loss_dfl: 0.404059 loss: 1.714124 eta: 1 day, 6:37:08 batch_cost: 0.8907 data_cost: 0.0004 ips: 53.8905 images/s [03/13 01:32:32] ppdet.engine INFO: Epoch: [116] [160/610] learning_rate: 0.161875 loss_vfl: 0.880146 loss_bbox: 0.398089 loss_dfl: 0.394720 loss: 1.679060 eta: 1 day, 6:36:48 batch_cost: 0.9898 data_cost: 0.0004 ips: 48.4951 images/s [03/13 01:32:53] ppdet.engine INFO: Epoch: [116] [180/610] learning_rate: 0.161836 loss_vfl: 0.923493 loss_bbox: 0.406400 loss_dfl: 0.401667 loss: 1.733159 eta: 1 day, 6:36:26 batch_cost: 0.8986 data_cost: 0.0004 ips: 53.4162 images/s [03/13 01:33:15] ppdet.engine INFO: Epoch: [116] [200/610] learning_rate: 0.161798 loss_vfl: 0.907526 loss_bbox: 0.417995 loss_dfl: 0.405391 loss: 1.735592 eta: 1 day, 6:36:06 batch_cost: 0.9708 data_cost: 0.0004 ips: 49.4420 images/s [03/13 01:33:37] ppdet.engine INFO: Epoch: [116] [220/610] learning_rate: 0.161759 loss_vfl: 0.913378 loss_bbox: 0.392229 loss_dfl: 0.396944 loss: 1.714406 eta: 1 day, 6:35:46 batch_cost: 0.9852 data_cost: 0.0006 ips: 48.7216 images/s [03/13 01:33:59] ppdet.engine INFO: Epoch: [116] [240/610] learning_rate: 0.161720 loss_vfl: 0.869303 loss_bbox: 0.376140 loss_dfl: 0.386640 loss: 1.656482 eta: 1 day, 6:35:28 batch_cost: 1.0285 data_cost: 0.0007 ips: 46.6711 images/s [03/13 01:34:21] ppdet.engine INFO: Epoch: [116] [260/610] learning_rate: 0.161682 loss_vfl: 0.914090 loss_bbox: 0.393213 loss_dfl: 0.402084 loss: 1.713014 eta: 1 day, 6:35:07 batch_cost: 0.9353 data_cost: 0.0004 ips: 51.3216 images/s [03/13 01:34:43] ppdet.engine INFO: Epoch: [116] [280/610] learning_rate: 0.161643 loss_vfl: 0.899886 loss_bbox: 0.398167 loss_dfl: 0.389487 loss: 1.692760 eta: 1 day, 6:34:46 batch_cost: 0.9581 data_cost: 0.0004 ips: 50.1018 images/s [03/13 01:35:03] ppdet.engine INFO: Epoch: [116] [300/610] learning_rate: 0.161604 loss_vfl: 0.908081 loss_bbox: 0.406991 loss_dfl: 0.394727 loss: 1.711585 eta: 1 day, 6:34:25 batch_cost: 0.9363 data_cost: 0.0004 ips: 51.2631 images/s [03/13 01:35:25] ppdet.engine INFO: Epoch: [116] [320/610] learning_rate: 0.161566 loss_vfl: 0.863874 loss_bbox: 0.399035 loss_dfl: 0.397157 loss: 1.662098 eta: 1 day, 6:34:04 batch_cost: 0.9430 data_cost: 0.0004 ips: 50.9017 images/s [03/13 01:35:45] ppdet.engine INFO: Epoch: [116] [340/610] learning_rate: 0.161527 loss_vfl: 0.917479 loss_bbox: 0.386502 loss_dfl: 0.396043 loss: 1.715436 eta: 1 day, 6:33:43 batch_cost: 0.9218 data_cost: 0.0004 ips: 52.0718 images/s [03/13 01:36:08] ppdet.engine INFO: Epoch: [116] [360/610] learning_rate: 0.161488 loss_vfl: 0.890638 loss_bbox: 0.371134 loss_dfl: 0.378642 loss: 1.641871 eta: 1 day, 6:33:25 batch_cost: 1.0493 data_cost: 0.0004 ips: 45.7468 images/s [03/13 01:36:30] ppdet.engine INFO: Epoch: [116] [380/610] learning_rate: 0.161449 loss_vfl: 0.868557 loss_bbox: 0.392136 loss_dfl: 0.387438 loss: 1.639236 eta: 1 day, 6:33:06 batch_cost: 1.0074 data_cost: 0.0004 ips: 47.6497 images/s [03/13 01:36:52] ppdet.engine INFO: Epoch: [116] [400/610] learning_rate: 0.161411 loss_vfl: 0.967881 loss_bbox: 0.429284 loss_dfl: 0.427185 loss: 1.850727 eta: 1 day, 6:32:46 batch_cost: 0.9592 data_cost: 0.0004 ips: 50.0433 images/s [03/13 01:37:14] ppdet.engine INFO: Epoch: [116] [420/610] learning_rate: 0.161372 loss_vfl: 0.911941 loss_bbox: 0.392454 loss_dfl: 0.391286 loss: 1.703699 eta: 1 day, 6:32:26 batch_cost: 0.9725 data_cost: 0.0004 ips: 49.3556 images/s [03/13 01:37:36] ppdet.engine INFO: Epoch: [116] [440/610] learning_rate: 0.161333 loss_vfl: 0.885200 loss_bbox: 0.421770 loss_dfl: 0.418449 loss: 1.743607 eta: 1 day, 6:32:07 batch_cost: 0.9969 data_cost: 0.0004 ips: 48.1499 images/s [03/13 01:37:58] ppdet.engine INFO: Epoch: [116] [460/610] learning_rate: 0.161294 loss_vfl: 0.912968 loss_bbox: 0.397172 loss_dfl: 0.393411 loss: 1.685788 eta: 1 day, 6:31:46 batch_cost: 0.9561 data_cost: 0.0004 ips: 50.2037 images/s [03/13 01:38:20] ppdet.engine INFO: Epoch: [116] [480/610] learning_rate: 0.161256 loss_vfl: 0.873961 loss_bbox: 0.385144 loss_dfl: 0.385945 loss: 1.660739 eta: 1 day, 6:31:26 batch_cost: 0.9727 data_cost: 0.0007 ips: 49.3460 images/s [03/13 01:38:41] ppdet.engine INFO: Epoch: [116] [500/610] learning_rate: 0.161217 loss_vfl: 0.939283 loss_bbox: 0.433746 loss_dfl: 0.410241 loss: 1.799997 eta: 1 day, 6:31:05 batch_cost: 0.9462 data_cost: 0.0004 ips: 50.7292 images/s [03/13 01:39:03] ppdet.engine INFO: Epoch: [116] [520/610] learning_rate: 0.161178 loss_vfl: 0.914445 loss_bbox: 0.386141 loss_dfl: 0.385699 loss: 1.672450 eta: 1 day, 6:30:46 batch_cost: 0.9862 data_cost: 0.0004 ips: 48.6703 images/s [03/13 01:39:24] ppdet.engine INFO: Epoch: [116] [540/610] learning_rate: 0.161139 loss_vfl: 0.907533 loss_bbox: 0.392350 loss_dfl: 0.391244 loss: 1.686170 eta: 1 day, 6:30:25 batch_cost: 0.9456 data_cost: 0.0005 ips: 50.7617 images/s [03/13 01:39:46] ppdet.engine INFO: Epoch: [116] [560/610] learning_rate: 0.161101 loss_vfl: 0.888871 loss_bbox: 0.405592 loss_dfl: 0.406061 loss: 1.708128 eta: 1 day, 6:30:06 batch_cost: 0.9999 data_cost: 0.0004 ips: 48.0065 images/s [03/13 01:40:07] ppdet.engine INFO: Epoch: [116] [580/610] learning_rate: 0.161062 loss_vfl: 0.960323 loss_bbox: 0.410164 loss_dfl: 0.404947 loss: 1.786633 eta: 1 day, 6:29:44 batch_cost: 0.9240 data_cost: 0.0004 ips: 51.9475 images/s [03/13 01:40:29] ppdet.engine INFO: Epoch: [116] [600/610] learning_rate: 0.161023 loss_vfl: 0.943979 loss_bbox: 0.414273 loss_dfl: 0.415186 loss: 1.771110 eta: 1 day, 6:29:24 batch_cost: 0.9661 data_cost: 0.0005 ips: 49.6829 images/s [03/13 01:40:50] ppdet.engine INFO: Epoch: [117] [ 0/610] learning_rate: 0.161004 loss_vfl: 0.943979 loss_bbox: 0.420720 loss_dfl: 0.416305 loss: 1.794860 eta: 1 day, 6:29:26 batch_cost: 1.3415 data_cost: 0.4166 ips: 35.7801 images/s [03/13 01:41:15] ppdet.engine INFO: Epoch: [117] [ 20/610] learning_rate: 0.160965 loss_vfl: 0.920054 loss_bbox: 0.403971 loss_dfl: 0.402709 loss: 1.744191 eta: 1 day, 6:29:10 batch_cost: 1.0994 data_cost: 0.0004 ips: 43.6608 images/s [03/13 01:41:38] ppdet.engine INFO: Epoch: [117] [ 40/610] learning_rate: 0.160926 loss_vfl: 0.867347 loss_bbox: 0.377201 loss_dfl: 0.379384 loss: 1.611156 eta: 1 day, 6:28:51 batch_cost: 1.0033 data_cost: 0.0005 ips: 47.8403 images/s [03/13 01:41:59] ppdet.engine INFO: Epoch: [117] [ 60/610] learning_rate: 0.160887 loss_vfl: 0.883031 loss_bbox: 0.408302 loss_dfl: 0.395992 loss: 1.669869 eta: 1 day, 6:28:28 batch_cost: 0.8946 data_cost: 0.0006 ips: 53.6539 images/s [03/13 01:42:22] ppdet.engine INFO: Epoch: [117] [ 80/610] learning_rate: 0.160848 loss_vfl: 0.922913 loss_bbox: 0.432919 loss_dfl: 0.413351 loss: 1.785719 eta: 1 day, 6:28:10 batch_cost: 1.0147 data_cost: 0.0007 ips: 47.3050 images/s [03/13 01:42:43] ppdet.engine INFO: Epoch: [117] [100/610] learning_rate: 0.160810 loss_vfl: 0.912891 loss_bbox: 0.418913 loss_dfl: 0.410179 loss: 1.758732 eta: 1 day, 6:27:50 batch_cost: 0.9893 data_cost: 0.0004 ips: 48.5182 images/s [03/13 01:43:05] ppdet.engine INFO: Epoch: [117] [120/610] learning_rate: 0.160771 loss_vfl: 0.910774 loss_bbox: 0.403244 loss_dfl: 0.403359 loss: 1.701888 eta: 1 day, 6:27:29 batch_cost: 0.9412 data_cost: 0.0004 ips: 50.9982 images/s [03/13 01:43:26] ppdet.engine INFO: Epoch: [117] [140/610] learning_rate: 0.160732 loss_vfl: 0.910647 loss_bbox: 0.412243 loss_dfl: 0.405310 loss: 1.716524 eta: 1 day, 6:27:09 batch_cost: 0.9761 data_cost: 0.0004 ips: 49.1764 images/s [03/13 01:43:50] ppdet.engine INFO: Epoch: [117] [160/610] learning_rate: 0.160693 loss_vfl: 0.927268 loss_bbox: 0.415657 loss_dfl: 0.410649 loss: 1.754693 eta: 1 day, 6:26:51 batch_cost: 1.0394 data_cost: 0.0004 ips: 46.1812 images/s [03/13 01:44:11] ppdet.engine INFO: Epoch: [117] [180/610] learning_rate: 0.160654 loss_vfl: 0.874724 loss_bbox: 0.380005 loss_dfl: 0.382110 loss: 1.635995 eta: 1 day, 6:26:29 batch_cost: 0.9137 data_cost: 0.0004 ips: 52.5319 images/s [03/13 01:44:32] ppdet.engine INFO: Epoch: [117] [200/610] learning_rate: 0.160616 loss_vfl: 0.908323 loss_bbox: 0.436324 loss_dfl: 0.412486 loss: 1.764644 eta: 1 day, 6:26:09 batch_cost: 0.9652 data_cost: 0.0004 ips: 49.7327 images/s [03/13 01:44:54] ppdet.engine INFO: Epoch: [117] [220/610] learning_rate: 0.160577 loss_vfl: 0.894906 loss_bbox: 0.401191 loss_dfl: 0.394537 loss: 1.714709 eta: 1 day, 6:25:50 batch_cost: 0.9843 data_cost: 0.0004 ips: 48.7646 images/s [03/13 01:45:15] ppdet.engine INFO: Epoch: [117] [240/610] learning_rate: 0.160538 loss_vfl: 0.923091 loss_bbox: 0.423037 loss_dfl: 0.419435 loss: 1.791026 eta: 1 day, 6:25:27 batch_cost: 0.8760 data_cost: 0.0005 ips: 54.7942 images/s [03/13 01:45:37] ppdet.engine INFO: Epoch: [117] [260/610] learning_rate: 0.160499 loss_vfl: 0.934338 loss_bbox: 0.412203 loss_dfl: 0.411742 loss: 1.770133 eta: 1 day, 6:25:05 batch_cost: 0.9245 data_cost: 0.0004 ips: 51.9197 images/s [03/13 01:45:58] ppdet.engine INFO: Epoch: [117] [280/610] learning_rate: 0.160460 loss_vfl: 0.928729 loss_bbox: 0.427605 loss_dfl: 0.413032 loss: 1.745184 eta: 1 day, 6:24:42 batch_cost: 0.8892 data_cost: 0.0004 ips: 53.9840 images/s [03/13 01:46:19] ppdet.engine INFO: Epoch: [117] [300/610] learning_rate: 0.160421 loss_vfl: 0.972538 loss_bbox: 0.408411 loss_dfl: 0.422900 loss: 1.815934 eta: 1 day, 6:24:22 batch_cost: 0.9503 data_cost: 0.0004 ips: 50.5082 images/s [03/13 01:46:41] ppdet.engine INFO: Epoch: [117] [320/610] learning_rate: 0.160382 loss_vfl: 0.942051 loss_bbox: 0.393105 loss_dfl: 0.403318 loss: 1.752082 eta: 1 day, 6:24:00 batch_cost: 0.9133 data_cost: 0.0005 ips: 52.5575 images/s [03/13 01:47:01] ppdet.engine INFO: Epoch: [117] [340/610] learning_rate: 0.160344 loss_vfl: 0.938950 loss_bbox: 0.412120 loss_dfl: 0.405538 loss: 1.753460 eta: 1 day, 6:23:39 batch_cost: 0.9389 data_cost: 0.0004 ips: 51.1224 images/s [03/13 01:47:23] ppdet.engine INFO: Epoch: [117] [360/610] learning_rate: 0.160305 loss_vfl: 0.908808 loss_bbox: 0.385926 loss_dfl: 0.396893 loss: 1.674201 eta: 1 day, 6:23:19 batch_cost: 0.9827 data_cost: 0.0004 ips: 48.8433 images/s [03/13 01:47:45] ppdet.engine INFO: Epoch: [117] [380/610] learning_rate: 0.160266 loss_vfl: 0.881342 loss_bbox: 0.409198 loss_dfl: 0.389802 loss: 1.685965 eta: 1 day, 6:22:59 batch_cost: 0.9614 data_cost: 0.0035 ips: 49.9295 images/s [03/13 01:48:07] ppdet.engine INFO: Epoch: [117] [400/610] learning_rate: 0.160227 loss_vfl: 0.925428 loss_bbox: 0.410912 loss_dfl: 0.401126 loss: 1.737177 eta: 1 day, 6:22:39 batch_cost: 0.9892 data_cost: 0.0006 ips: 48.5219 images/s [03/13 01:48:29] ppdet.engine INFO: Epoch: [117] [420/610] learning_rate: 0.160188 loss_vfl: 0.872085 loss_bbox: 0.386596 loss_dfl: 0.386719 loss: 1.639689 eta: 1 day, 6:22:20 batch_cost: 1.0064 data_cost: 0.0004 ips: 47.6963 images/s [03/13 01:48:52] ppdet.engine INFO: Epoch: [117] [440/610] learning_rate: 0.160149 loss_vfl: 0.872161 loss_bbox: 0.400996 loss_dfl: 0.399486 loss: 1.682335 eta: 1 day, 6:22:02 batch_cost: 1.0213 data_cost: 0.0004 ips: 46.9993 images/s [03/13 01:49:14] ppdet.engine INFO: Epoch: [117] [460/610] learning_rate: 0.160110 loss_vfl: 0.894484 loss_bbox: 0.383783 loss_dfl: 0.393284 loss: 1.669986 eta: 1 day, 6:21:42 batch_cost: 0.9698 data_cost: 0.0004 ips: 49.4939 images/s [03/13 01:49:36] ppdet.engine INFO: Epoch: [117] [480/610] learning_rate: 0.160071 loss_vfl: 0.892601 loss_bbox: 0.400696 loss_dfl: 0.400694 loss: 1.681690 eta: 1 day, 6:21:21 batch_cost: 0.9531 data_cost: 0.0004 ips: 50.3599 images/s [03/13 01:49:57] ppdet.engine INFO: Epoch: [117] [500/610] learning_rate: 0.160033 loss_vfl: 0.911981 loss_bbox: 0.408229 loss_dfl: 0.397705 loss: 1.698524 eta: 1 day, 6:21:01 batch_cost: 0.9718 data_cost: 0.0004 ips: 49.3953 images/s [03/13 01:50:18] ppdet.engine INFO: Epoch: [117] [520/610] learning_rate: 0.159994 loss_vfl: 0.949061 loss_bbox: 0.405614 loss_dfl: 0.400333 loss: 1.723215 eta: 1 day, 6:20:40 batch_cost: 0.9274 data_cost: 0.0004 ips: 51.7566 images/s [03/13 01:50:39] ppdet.engine INFO: Epoch: [117] [540/610] learning_rate: 0.159955 loss_vfl: 0.917583 loss_bbox: 0.416768 loss_dfl: 0.403400 loss: 1.728087 eta: 1 day, 6:20:17 batch_cost: 0.8777 data_cost: 0.0004 ips: 54.6896 images/s [03/13 01:51:02] ppdet.engine INFO: Epoch: [117] [560/610] learning_rate: 0.159916 loss_vfl: 0.988599 loss_bbox: 0.434720 loss_dfl: 0.425423 loss: 1.860914 eta: 1 day, 6:19:55 batch_cost: 0.8972 data_cost: 0.0004 ips: 53.5011 images/s [03/13 01:51:23] ppdet.engine INFO: Epoch: [117] [580/610] learning_rate: 0.159877 loss_vfl: 0.934147 loss_bbox: 0.438219 loss_dfl: 0.417461 loss: 1.800491 eta: 1 day, 6:19:35 batch_cost: 0.9826 data_cost: 0.0004 ips: 48.8497 images/s [03/13 01:51:46] ppdet.engine INFO: Epoch: [117] [600/610] learning_rate: 0.159838 loss_vfl: 0.927243 loss_bbox: 0.420130 loss_dfl: 0.407943 loss: 1.761860 eta: 1 day, 6:19:16 batch_cost: 0.9962 data_cost: 0.0005 ips: 48.1815 images/s [03/13 01:52:07] ppdet.engine INFO: Epoch: [118] [ 0/610] learning_rate: 0.159818 loss_vfl: 0.925747 loss_bbox: 0.408192 loss_dfl: 0.401770 loss: 1.752680 eta: 1 day, 6:19:17 batch_cost: 1.3227 data_cost: 0.3605 ips: 36.2905 images/s [03/13 01:52:32] ppdet.engine INFO: Epoch: [118] [ 20/610] learning_rate: 0.159780 loss_vfl: 0.916010 loss_bbox: 0.409814 loss_dfl: 0.401444 loss: 1.715906 eta: 1 day, 6:19:01 batch_cost: 1.1295 data_cost: 0.0004 ips: 42.4951 images/s [03/13 01:52:54] ppdet.engine INFO: Epoch: [118] [ 40/610] learning_rate: 0.159741 loss_vfl: 0.903361 loss_bbox: 0.406828 loss_dfl: 0.409704 loss: 1.722199 eta: 1 day, 6:18:43 batch_cost: 1.0405 data_cost: 0.0012 ips: 46.1296 images/s [03/13 01:53:17] ppdet.engine INFO: Epoch: [118] [ 60/610] learning_rate: 0.159702 loss_vfl: 0.872766 loss_bbox: 0.397708 loss_dfl: 0.388355 loss: 1.652861 eta: 1 day, 6:18:25 batch_cost: 1.0328 data_cost: 0.0004 ips: 46.4748 images/s [03/13 01:53:38] ppdet.engine INFO: Epoch: [118] [ 80/610] learning_rate: 0.159663 loss_vfl: 0.922189 loss_bbox: 0.414191 loss_dfl: 0.410954 loss: 1.763788 eta: 1 day, 6:18:04 batch_cost: 0.9410 data_cost: 0.0004 ips: 51.0082 images/s [03/13 01:53:59] ppdet.engine INFO: Epoch: [118] [100/610] learning_rate: 0.159624 loss_vfl: 0.865719 loss_bbox: 0.392934 loss_dfl: 0.377426 loss: 1.638809 eta: 1 day, 6:17:44 batch_cost: 0.9445 data_cost: 0.0004 ips: 50.8183 images/s [03/13 01:54:20] ppdet.engine INFO: Epoch: [118] [120/610] learning_rate: 0.159585 loss_vfl: 0.911072 loss_bbox: 0.396677 loss_dfl: 0.389468 loss: 1.704598 eta: 1 day, 6:17:21 batch_cost: 0.8978 data_cost: 0.0004 ips: 53.4622 images/s [03/13 01:54:41] ppdet.engine INFO: Epoch: [118] [140/610] learning_rate: 0.159546 loss_vfl: 0.944511 loss_bbox: 0.417532 loss_dfl: 0.411530 loss: 1.761986 eta: 1 day, 6:16:59 batch_cost: 0.9083 data_cost: 0.0004 ips: 52.8432 images/s [03/13 01:55:03] ppdet.engine INFO: Epoch: [118] [160/610] learning_rate: 0.159507 loss_vfl: 0.922386 loss_bbox: 0.396303 loss_dfl: 0.396948 loss: 1.705618 eta: 1 day, 6:16:39 batch_cost: 0.9488 data_cost: 0.0010 ips: 50.5877 images/s [03/13 01:55:24] ppdet.engine INFO: Epoch: [118] [180/610] learning_rate: 0.159468 loss_vfl: 0.907556 loss_bbox: 0.396689 loss_dfl: 0.400148 loss: 1.712223 eta: 1 day, 6:16:18 batch_cost: 0.9566 data_cost: 0.0004 ips: 50.1752 images/s [03/13 01:55:46] ppdet.engine INFO: Epoch: [118] [200/610] learning_rate: 0.159429 loss_vfl: 0.958290 loss_bbox: 0.411803 loss_dfl: 0.420864 loss: 1.812837 eta: 1 day, 6:15:57 batch_cost: 0.9302 data_cost: 0.0004 ips: 51.5997 images/s [03/13 01:56:08] ppdet.engine INFO: Epoch: [118] [220/610] learning_rate: 0.159390 loss_vfl: 0.944647 loss_bbox: 0.417911 loss_dfl: 0.428794 loss: 1.802922 eta: 1 day, 6:15:37 batch_cost: 0.9805 data_cost: 0.0004 ips: 48.9532 images/s [03/13 01:56:30] ppdet.engine INFO: Epoch: [118] [240/610] learning_rate: 0.159351 loss_vfl: 0.952420 loss_bbox: 0.428099 loss_dfl: 0.407334 loss: 1.769619 eta: 1 day, 6:15:17 batch_cost: 0.9806 data_cost: 0.0004 ips: 48.9521 images/s [03/13 01:56:52] ppdet.engine INFO: Epoch: [118] [260/610] learning_rate: 0.159312 loss_vfl: 0.942031 loss_bbox: 0.406254 loss_dfl: 0.409363 loss: 1.753821 eta: 1 day, 6:14:59 batch_cost: 1.0182 data_cost: 0.0004 ips: 47.1438 images/s [03/13 01:57:13] ppdet.engine INFO: Epoch: [118] [280/610] learning_rate: 0.159273 loss_vfl: 0.868194 loss_bbox: 0.406705 loss_dfl: 0.391494 loss: 1.646239 eta: 1 day, 6:14:37 batch_cost: 0.9031 data_cost: 0.0012 ips: 53.1531 images/s [03/13 01:57:35] ppdet.engine INFO: Epoch: [118] [300/610] learning_rate: 0.159234 loss_vfl: 0.946975 loss_bbox: 0.420892 loss_dfl: 0.408057 loss: 1.783657 eta: 1 day, 6:14:17 batch_cost: 0.9980 data_cost: 0.0005 ips: 48.0953 images/s [03/13 01:57:57] ppdet.engine INFO: Epoch: [118] [320/610] learning_rate: 0.159195 loss_vfl: 0.927631 loss_bbox: 0.403521 loss_dfl: 0.407208 loss: 1.738908 eta: 1 day, 6:13:57 batch_cost: 0.9582 data_cost: 0.0004 ips: 50.0957 images/s [03/13 01:58:17] ppdet.engine INFO: Epoch: [118] [340/610] learning_rate: 0.159156 loss_vfl: 0.887778 loss_bbox: 0.402489 loss_dfl: 0.398500 loss: 1.679867 eta: 1 day, 6:13:34 batch_cost: 0.8840 data_cost: 0.0005 ips: 54.2964 images/s [03/13 01:58:39] ppdet.engine INFO: Epoch: [118] [360/610] learning_rate: 0.159117 loss_vfl: 0.912771 loss_bbox: 0.437625 loss_dfl: 0.429820 loss: 1.789310 eta: 1 day, 6:13:15 batch_cost: 1.0037 data_cost: 0.0004 ips: 47.8222 images/s [03/13 01:59:00] ppdet.engine INFO: Epoch: [118] [380/610] learning_rate: 0.159078 loss_vfl: 0.922271 loss_bbox: 0.420432 loss_dfl: 0.404339 loss: 1.765170 eta: 1 day, 6:12:53 batch_cost: 0.8931 data_cost: 0.0004 ips: 53.7444 images/s [03/13 01:59:23] ppdet.engine INFO: Epoch: [118] [400/610] learning_rate: 0.159039 loss_vfl: 0.926243 loss_bbox: 0.421236 loss_dfl: 0.421067 loss: 1.790709 eta: 1 day, 6:12:33 batch_cost: 0.9929 data_cost: 0.0010 ips: 48.3411 images/s [03/13 01:59:44] ppdet.engine INFO: Epoch: [118] [420/610] learning_rate: 0.159000 loss_vfl: 0.987138 loss_bbox: 0.428571 loss_dfl: 0.433297 loss: 1.843331 eta: 1 day, 6:12:13 batch_cost: 0.9674 data_cost: 0.0006 ips: 49.6168 images/s [03/13 02:00:06] ppdet.engine INFO: Epoch: [118] [440/610] learning_rate: 0.158961 loss_vfl: 0.927624 loss_bbox: 0.390279 loss_dfl: 0.397264 loss: 1.702662 eta: 1 day, 6:11:54 batch_cost: 0.9836 data_cost: 0.0004 ips: 48.8027 images/s [03/13 02:00:27] ppdet.engine INFO: Epoch: [118] [460/610] learning_rate: 0.158922 loss_vfl: 0.903952 loss_bbox: 0.398466 loss_dfl: 0.384528 loss: 1.716058 eta: 1 day, 6:11:34 batch_cost: 0.9698 data_cost: 0.0004 ips: 49.4960 images/s [03/13 02:00:51] ppdet.engine INFO: Epoch: [118] [480/610] learning_rate: 0.158883 loss_vfl: 0.883880 loss_bbox: 0.409180 loss_dfl: 0.397338 loss: 1.686037 eta: 1 day, 6:11:14 batch_cost: 0.9769 data_cost: 0.0004 ips: 49.1353 images/s [03/13 02:01:12] ppdet.engine INFO: Epoch: [118] [500/610] learning_rate: 0.158844 loss_vfl: 0.936842 loss_bbox: 0.426896 loss_dfl: 0.420619 loss: 1.799072 eta: 1 day, 6:10:51 batch_cost: 0.8981 data_cost: 0.0011 ips: 53.4476 images/s [03/13 02:01:34] ppdet.engine INFO: Epoch: [118] [520/610] learning_rate: 0.158805 loss_vfl: 0.915494 loss_bbox: 0.382730 loss_dfl: 0.382262 loss: 1.711365 eta: 1 day, 6:10:34 batch_cost: 1.0425 data_cost: 0.0092 ips: 46.0434 images/s [03/13 02:01:55] ppdet.engine INFO: Epoch: [118] [540/610] learning_rate: 0.158766 loss_vfl: 0.894051 loss_bbox: 0.394615 loss_dfl: 0.396963 loss: 1.683729 eta: 1 day, 6:10:14 batch_cost: 0.9700 data_cost: 0.0004 ips: 49.4845 images/s [03/13 02:02:18] ppdet.engine INFO: Epoch: [118] [560/610] learning_rate: 0.158727 loss_vfl: 0.877172 loss_bbox: 0.389040 loss_dfl: 0.390131 loss: 1.634666 eta: 1 day, 6:09:53 batch_cost: 0.9625 data_cost: 0.0004 ips: 49.8683 images/s [03/13 02:02:39] ppdet.engine INFO: Epoch: [118] [580/610] learning_rate: 0.158688 loss_vfl: 0.888085 loss_bbox: 0.374366 loss_dfl: 0.383376 loss: 1.664852 eta: 1 day, 6:09:32 batch_cost: 0.9394 data_cost: 0.0004 ips: 51.0950 images/s [03/13 02:02:59] ppdet.engine INFO: Epoch: [118] [600/610] learning_rate: 0.158648 loss_vfl: 0.856336 loss_bbox: 0.382349 loss_dfl: 0.385032 loss: 1.612493 eta: 1 day, 6:09:09 batch_cost: 0.8744 data_cost: 0.0005 ips: 54.8941 images/s [03/13 02:03:18] ppdet.engine INFO: Epoch: [119] [ 0/610] learning_rate: 0.158629 loss_vfl: 0.905509 loss_bbox: 0.415438 loss_dfl: 0.404606 loss: 1.710293 eta: 1 day, 6:09:07 batch_cost: 1.1549 data_cost: 0.3764 ips: 41.5633 images/s [03/13 02:03:45] ppdet.engine INFO: Epoch: [119] [ 20/610] learning_rate: 0.158590 loss_vfl: 0.887342 loss_bbox: 0.402037 loss_dfl: 0.386338 loss: 1.664594 eta: 1 day, 6:08:54 batch_cost: 1.1969 data_cost: 0.0004 ips: 40.1027 images/s [03/13 02:04:07] ppdet.engine INFO: Epoch: [119] [ 40/610] learning_rate: 0.158551 loss_vfl: 0.912427 loss_bbox: 0.398646 loss_dfl: 0.411140 loss: 1.730071 eta: 1 day, 6:08:36 batch_cost: 1.0312 data_cost: 0.0004 ips: 46.5485 images/s [03/13 02:04:29] ppdet.engine INFO: Epoch: [119] [ 60/610] learning_rate: 0.158512 loss_vfl: 0.934017 loss_bbox: 0.430403 loss_dfl: 0.421400 loss: 1.789106 eta: 1 day, 6:08:15 batch_cost: 0.9524 data_cost: 0.0006 ips: 50.3996 images/s [03/13 02:04:51] ppdet.engine INFO: Epoch: [119] [ 80/610] learning_rate: 0.158473 loss_vfl: 0.938566 loss_bbox: 0.410539 loss_dfl: 0.406330 loss: 1.762302 eta: 1 day, 6:07:56 batch_cost: 1.0014 data_cost: 0.0020 ips: 47.9328 images/s [03/13 02:05:11] ppdet.engine INFO: Epoch: [119] [100/610] learning_rate: 0.158433 loss_vfl: 0.907668 loss_bbox: 0.399997 loss_dfl: 0.393263 loss: 1.697591 eta: 1 day, 6:07:33 batch_cost: 0.8757 data_cost: 0.0004 ips: 54.8122 images/s [03/13 02:05:33] ppdet.engine INFO: Epoch: [119] [120/610] learning_rate: 0.158394 loss_vfl: 0.879041 loss_bbox: 0.389697 loss_dfl: 0.402978 loss: 1.661195 eta: 1 day, 6:07:14 batch_cost: 0.9914 data_cost: 0.0004 ips: 48.4164 images/s [03/13 02:05:55] ppdet.engine INFO: Epoch: [119] [140/610] learning_rate: 0.158355 loss_vfl: 0.962081 loss_bbox: 0.436513 loss_dfl: 0.424887 loss: 1.826876 eta: 1 day, 6:06:55 batch_cost: 1.0225 data_cost: 0.0005 ips: 46.9424 images/s [03/13 02:06:18] ppdet.engine INFO: Epoch: [119] [160/610] learning_rate: 0.158316 loss_vfl: 0.888165 loss_bbox: 0.395145 loss_dfl: 0.397085 loss: 1.680083 eta: 1 day, 6:06:36 batch_cost: 1.0059 data_cost: 0.0004 ips: 47.7206 images/s [03/13 02:06:39] ppdet.engine INFO: Epoch: [119] [180/610] learning_rate: 0.158277 loss_vfl: 0.891005 loss_bbox: 0.413943 loss_dfl: 0.401939 loss: 1.684021 eta: 1 day, 6:06:16 batch_cost: 0.9778 data_cost: 0.0004 ips: 49.0874 images/s [03/13 02:07:00] ppdet.engine INFO: Epoch: [119] [200/610] learning_rate: 0.158238 loss_vfl: 0.891167 loss_bbox: 0.389254 loss_dfl: 0.378754 loss: 1.659233 eta: 1 day, 6:05:55 batch_cost: 0.9314 data_cost: 0.0006 ips: 51.5368 images/s [03/13 02:07:22] ppdet.engine INFO: Epoch: [119] [220/610] learning_rate: 0.158199 loss_vfl: 0.914055 loss_bbox: 0.396640 loss_dfl: 0.399942 loss: 1.708181 eta: 1 day, 6:05:33 batch_cost: 0.9146 data_cost: 0.0005 ips: 52.4843 images/s [03/13 02:07:44] ppdet.engine INFO: Epoch: [119] [240/610] learning_rate: 0.158160 loss_vfl: 0.902866 loss_bbox: 0.410314 loss_dfl: 0.398563 loss: 1.694944 eta: 1 day, 6:05:15 batch_cost: 1.0211 data_cost: 0.0004 ips: 47.0100 images/s [03/13 02:08:06] ppdet.engine INFO: Epoch: [119] [260/610] learning_rate: 0.158121 loss_vfl: 0.929128 loss_bbox: 0.408159 loss_dfl: 0.413865 loss: 1.763300 eta: 1 day, 6:04:54 batch_cost: 0.9548 data_cost: 0.0004 ips: 50.2733 images/s [03/13 02:08:27] ppdet.engine INFO: Epoch: [119] [280/610] learning_rate: 0.158081 loss_vfl: 0.905687 loss_bbox: 0.399056 loss_dfl: 0.401742 loss: 1.732252 eta: 1 day, 6:04:34 batch_cost: 0.9653 data_cost: 0.0004 ips: 49.7243 images/s [03/13 02:08:49] ppdet.engine INFO: Epoch: [119] [300/610] learning_rate: 0.158042 loss_vfl: 0.885230 loss_bbox: 0.417700 loss_dfl: 0.414927 loss: 1.719181 eta: 1 day, 6:04:12 batch_cost: 0.8985 data_cost: 0.0004 ips: 53.4243 images/s [03/13 02:09:11] ppdet.engine INFO: Epoch: [119] [320/610] learning_rate: 0.158003 loss_vfl: 0.982731 loss_bbox: 0.430656 loss_dfl: 0.430154 loss: 1.847964 eta: 1 day, 6:03:52 batch_cost: 0.9718 data_cost: 0.0004 ips: 49.3941 images/s [03/13 02:09:31] ppdet.engine INFO: Epoch: [119] [340/610] learning_rate: 0.157964 loss_vfl: 0.915708 loss_bbox: 0.402601 loss_dfl: 0.402256 loss: 1.748229 eta: 1 day, 6:03:29 batch_cost: 0.8661 data_cost: 0.0005 ips: 55.4237 images/s [03/13 02:09:52] ppdet.engine INFO: Epoch: [119] [360/610] learning_rate: 0.157925 loss_vfl: 0.945422 loss_bbox: 0.392602 loss_dfl: 0.408275 loss: 1.759672 eta: 1 day, 6:03:08 batch_cost: 0.9520 data_cost: 0.0004 ips: 50.4187 images/s [03/13 02:10:14] ppdet.engine INFO: Epoch: [119] [380/610] learning_rate: 0.157886 loss_vfl: 0.943776 loss_bbox: 0.418053 loss_dfl: 0.414277 loss: 1.799144 eta: 1 day, 6:02:48 batch_cost: 0.9656 data_cost: 0.0004 ips: 49.7075 images/s [03/13 02:10:37] ppdet.engine INFO: Epoch: [119] [400/610] learning_rate: 0.157847 loss_vfl: 0.915283 loss_bbox: 0.398352 loss_dfl: 0.404738 loss: 1.729657 eta: 1 day, 6:02:29 batch_cost: 0.9983 data_cost: 0.0004 ips: 48.0805 images/s [03/13 02:10:59] ppdet.engine INFO: Epoch: [119] [420/610] learning_rate: 0.157807 loss_vfl: 0.962057 loss_bbox: 0.432110 loss_dfl: 0.427013 loss: 1.838410 eta: 1 day, 6:02:08 batch_cost: 0.9378 data_cost: 0.0004 ips: 51.1843 images/s [03/13 02:11:22] ppdet.engine INFO: Epoch: [119] [440/610] learning_rate: 0.157768 loss_vfl: 0.936339 loss_bbox: 0.390619 loss_dfl: 0.400854 loss: 1.725335 eta: 1 day, 6:01:49 batch_cost: 1.0012 data_cost: 0.0004 ips: 47.9434 images/s [03/13 02:11:44] ppdet.engine INFO: Epoch: [119] [460/610] learning_rate: 0.157729 loss_vfl: 0.879134 loss_bbox: 0.401941 loss_dfl: 0.398316 loss: 1.683697 eta: 1 day, 6:01:30 batch_cost: 1.0210 data_cost: 0.0005 ips: 47.0135 images/s [03/13 02:12:06] ppdet.engine INFO: Epoch: [119] [480/610] learning_rate: 0.157690 loss_vfl: 0.957552 loss_bbox: 0.425119 loss_dfl: 0.421196 loss: 1.817073 eta: 1 day, 6:01:10 batch_cost: 0.9662 data_cost: 0.0004 ips: 49.6795 images/s [03/13 02:12:28] ppdet.engine INFO: Epoch: [119] [500/610] learning_rate: 0.157651 loss_vfl: 0.890582 loss_bbox: 0.405123 loss_dfl: 0.393231 loss: 1.694165 eta: 1 day, 6:00:50 batch_cost: 0.9727 data_cost: 0.0004 ips: 49.3483 images/s [03/13 02:12:51] ppdet.engine INFO: Epoch: [119] [520/610] learning_rate: 0.157611 loss_vfl: 0.953194 loss_bbox: 0.409487 loss_dfl: 0.414567 loss: 1.771914 eta: 1 day, 6:00:31 batch_cost: 1.0137 data_cost: 0.0004 ips: 47.3497 images/s [03/13 02:13:14] ppdet.engine INFO: Epoch: [119] [540/610] learning_rate: 0.157572 loss_vfl: 0.899881 loss_bbox: 0.403372 loss_dfl: 0.409033 loss: 1.722981 eta: 1 day, 6:00:13 batch_cost: 1.0291 data_cost: 0.0004 ips: 46.6449 images/s [03/13 02:13:36] ppdet.engine INFO: Epoch: [119] [560/610] learning_rate: 0.157533 loss_vfl: 0.921188 loss_bbox: 0.395051 loss_dfl: 0.405622 loss: 1.745802 eta: 1 day, 5:59:54 batch_cost: 1.0127 data_cost: 0.0005 ips: 47.3998 images/s [03/13 02:14:00] ppdet.engine INFO: Epoch: [119] [580/610] learning_rate: 0.157494 loss_vfl: 0.898491 loss_bbox: 0.384783 loss_dfl: 0.394073 loss: 1.653363 eta: 1 day, 5:59:36 batch_cost: 1.0498 data_cost: 0.0004 ips: 45.7242 images/s [03/13 02:14:21] ppdet.engine INFO: Epoch: [119] [600/610] learning_rate: 0.157455 loss_vfl: 0.881964 loss_bbox: 0.407009 loss_dfl: 0.389575 loss: 1.676819 eta: 1 day, 5:59:16 batch_cost: 0.9464 data_cost: 0.0005 ips: 50.7164 images/s [03/13 02:14:30] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 02:14:30] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 02:14:30] ppdet.engine INFO: Eval iter: 0 [03/13 02:14:53] ppdet.engine INFO: Eval iter: 100 [03/13 02:15:01] ppdet.engine INFO: Eval iter: 200 [03/13 02:15:10] ppdet.engine INFO: Eval iter: 300 [03/13 02:15:19] ppdet.engine INFO: Eval iter: 400 [03/13 02:15:28] ppdet.engine INFO: Eval iter: 500 [03/13 02:15:38] ppdet.engine INFO: Eval iter: 600 [03/13 02:15:53] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.02s) creating index... index created! [03/13 02:15:54] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.18s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=63.56s). Accumulating evaluation results... DONE (t=12.19s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.358 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.514 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.383 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.148 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.392 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.570 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.305 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.237 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759 [03/13 02:17:17] ppdet.engine INFO: Total sample number: 4952, averge FPS: 68.72596235643758 [03/13 02:17:17] ppdet.engine INFO: Best test bbox ap is 0.358. [03/13 02:17:17] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 02:17:17] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 02:17:18] ppdet.engine INFO: Epoch: [120] [ 0/610] learning_rate: 0.157435 loss_vfl: 0.871782 loss_bbox: 0.382141 loss_dfl: 0.375570 loss: 1.642567 eta: 1 day, 5:58:58 batch_cost: 0.7233 data_cost: 0.0005 ips: 66.3657 images/s [03/13 02:17:40] ppdet.engine INFO: Epoch: [120] [ 20/610] learning_rate: 0.157396 loss_vfl: 0.921792 loss_bbox: 0.403789 loss_dfl: 0.402228 loss: 1.718342 eta: 1 day, 5:58:39 batch_cost: 1.0074 data_cost: 0.0015 ips: 47.6476 images/s [03/13 02:18:02] ppdet.engine INFO: Epoch: [120] [ 40/610] learning_rate: 0.157357 loss_vfl: 0.936182 loss_bbox: 0.417829 loss_dfl: 0.409917 loss: 1.750126 eta: 1 day, 5:58:18 batch_cost: 0.9284 data_cost: 0.0005 ips: 51.7028 images/s [03/13 02:18:24] ppdet.engine INFO: Epoch: [120] [ 60/610] learning_rate: 0.157317 loss_vfl: 0.952184 loss_bbox: 0.423348 loss_dfl: 0.410551 loss: 1.789280 eta: 1 day, 5:57:57 batch_cost: 0.9362 data_cost: 0.0004 ips: 51.2702 images/s [03/13 02:18:46] ppdet.engine INFO: Epoch: [120] [ 80/610] learning_rate: 0.157278 loss_vfl: 0.904126 loss_bbox: 0.403742 loss_dfl: 0.407922 loss: 1.704347 eta: 1 day, 5:57:38 batch_cost: 1.0029 data_cost: 0.0004 ips: 47.8628 images/s [03/13 02:19:08] ppdet.engine INFO: Epoch: [120] [100/610] learning_rate: 0.157239 loss_vfl: 0.900598 loss_bbox: 0.401801 loss_dfl: 0.392974 loss: 1.685983 eta: 1 day, 5:57:17 batch_cost: 0.9420 data_cost: 0.0004 ips: 50.9558 images/s [03/13 02:19:29] ppdet.engine INFO: Epoch: [120] [120/610] learning_rate: 0.157200 loss_vfl: 0.907419 loss_bbox: 0.400600 loss_dfl: 0.403180 loss: 1.711722 eta: 1 day, 5:56:57 batch_cost: 0.9559 data_cost: 0.0012 ips: 50.2170 images/s [03/13 02:19:51] ppdet.engine INFO: Epoch: [120] [140/610] learning_rate: 0.157161 loss_vfl: 0.930999 loss_bbox: 0.427070 loss_dfl: 0.420838 loss: 1.782120 eta: 1 day, 5:56:38 batch_cost: 1.0197 data_cost: 0.0004 ips: 47.0740 images/s [03/13 02:20:12] ppdet.engine INFO: Epoch: [120] [160/610] learning_rate: 0.157121 loss_vfl: 0.903831 loss_bbox: 0.418481 loss_dfl: 0.418503 loss: 1.748598 eta: 1 day, 5:56:20 batch_cost: 1.0192 data_cost: 0.0004 ips: 47.0978 images/s [03/13 02:20:34] ppdet.engine INFO: Epoch: [120] [180/610] learning_rate: 0.157082 loss_vfl: 0.924651 loss_bbox: 0.418608 loss_dfl: 0.414727 loss: 1.744691 eta: 1 day, 5:55:59 batch_cost: 0.9527 data_cost: 0.0004 ips: 50.3821 images/s [03/13 02:20:55] ppdet.engine INFO: Epoch: [120] [200/610] learning_rate: 0.157043 loss_vfl: 0.922460 loss_bbox: 0.415265 loss_dfl: 0.406438 loss: 1.727630 eta: 1 day, 5:55:39 batch_cost: 0.9764 data_cost: 0.0004 ips: 49.1612 images/s [03/13 02:21:16] ppdet.engine INFO: Epoch: [120] [220/610] learning_rate: 0.157004 loss_vfl: 0.909448 loss_bbox: 0.411462 loss_dfl: 0.412327 loss: 1.744580 eta: 1 day, 5:55:18 batch_cost: 0.9244 data_cost: 0.0004 ips: 51.9255 images/s [03/13 02:21:38] ppdet.engine INFO: Epoch: [120] [240/610] learning_rate: 0.156964 loss_vfl: 0.883738 loss_bbox: 0.406072 loss_dfl: 0.390469 loss: 1.692241 eta: 1 day, 5:54:58 batch_cost: 0.9857 data_cost: 0.0004 ips: 48.6958 images/s [03/13 02:22:01] ppdet.engine INFO: Epoch: [120] [260/610] learning_rate: 0.156925 loss_vfl: 0.860989 loss_bbox: 0.365227 loss_dfl: 0.379722 loss: 1.594870 eta: 1 day, 5:54:42 batch_cost: 1.0916 data_cost: 0.0004 ips: 43.9721 images/s [03/13 02:22:23] ppdet.engine INFO: Epoch: [120] [280/610] learning_rate: 0.156886 loss_vfl: 0.906608 loss_bbox: 0.406630 loss_dfl: 0.409555 loss: 1.741150 eta: 1 day, 5:54:21 batch_cost: 0.9328 data_cost: 0.0004 ips: 51.4573 images/s [03/13 02:22:45] ppdet.engine INFO: Epoch: [120] [300/610] learning_rate: 0.156846 loss_vfl: 0.929924 loss_bbox: 0.426858 loss_dfl: 0.415529 loss: 1.789103 eta: 1 day, 5:54:00 batch_cost: 0.9519 data_cost: 0.0004 ips: 50.4278 images/s [03/13 02:23:06] ppdet.engine INFO: Epoch: [120] [320/610] learning_rate: 0.156807 loss_vfl: 0.862181 loss_bbox: 0.382320 loss_dfl: 0.381861 loss: 1.633044 eta: 1 day, 5:53:39 batch_cost: 0.9261 data_cost: 0.0004 ips: 51.8329 images/s [03/13 02:23:27] ppdet.engine INFO: Epoch: [120] [340/610] learning_rate: 0.156768 loss_vfl: 0.936055 loss_bbox: 0.389267 loss_dfl: 0.408063 loss: 1.742012 eta: 1 day, 5:53:17 batch_cost: 0.9241 data_cost: 0.0007 ips: 51.9451 images/s [03/13 02:23:49] ppdet.engine INFO: Epoch: [120] [360/610] learning_rate: 0.156729 loss_vfl: 0.898593 loss_bbox: 0.387044 loss_dfl: 0.397305 loss: 1.677800 eta: 1 day, 5:52:56 batch_cost: 0.9201 data_cost: 0.0050 ips: 52.1670 images/s [03/13 02:24:11] ppdet.engine INFO: Epoch: [120] [380/610] learning_rate: 0.156689 loss_vfl: 0.895646 loss_bbox: 0.429212 loss_dfl: 0.408712 loss: 1.719859 eta: 1 day, 5:52:37 batch_cost: 1.0026 data_cost: 0.0004 ips: 47.8773 images/s [03/13 02:24:32] ppdet.engine INFO: Epoch: [120] [400/610] learning_rate: 0.156650 loss_vfl: 0.968366 loss_bbox: 0.429436 loss_dfl: 0.420050 loss: 1.818004 eta: 1 day, 5:52:16 batch_cost: 0.9575 data_cost: 0.0004 ips: 50.1306 images/s [03/13 02:24:54] ppdet.engine INFO: Epoch: [120] [420/610] learning_rate: 0.156611 loss_vfl: 0.909837 loss_bbox: 0.410347 loss_dfl: 0.410650 loss: 1.736306 eta: 1 day, 5:51:56 batch_cost: 0.9513 data_cost: 0.0004 ips: 50.4546 images/s [03/13 02:25:15] ppdet.engine INFO: Epoch: [120] [440/610] learning_rate: 0.156571 loss_vfl: 0.979224 loss_bbox: 0.425697 loss_dfl: 0.423967 loss: 1.835336 eta: 1 day, 5:51:34 batch_cost: 0.9315 data_cost: 0.0004 ips: 51.5271 images/s [03/13 02:25:37] ppdet.engine INFO: Epoch: [120] [460/610] learning_rate: 0.156532 loss_vfl: 0.912964 loss_bbox: 0.412990 loss_dfl: 0.411468 loss: 1.745454 eta: 1 day, 5:51:15 batch_cost: 0.9835 data_cost: 0.0004 ips: 48.8061 images/s [03/13 02:25:59] ppdet.engine INFO: Epoch: [120] [480/610] learning_rate: 0.156493 loss_vfl: 0.905419 loss_bbox: 0.408747 loss_dfl: 0.394657 loss: 1.701226 eta: 1 day, 5:50:55 batch_cost: 0.9794 data_cost: 0.0004 ips: 49.0109 images/s [03/13 02:26:22] ppdet.engine INFO: Epoch: [120] [500/610] learning_rate: 0.156453 loss_vfl: 0.950854 loss_bbox: 0.443061 loss_dfl: 0.429853 loss: 1.822592 eta: 1 day, 5:50:36 batch_cost: 1.0204 data_cost: 0.0005 ips: 47.0382 images/s [03/13 02:26:44] ppdet.engine INFO: Epoch: [120] [520/610] learning_rate: 0.156414 loss_vfl: 0.937904 loss_bbox: 0.410230 loss_dfl: 0.409129 loss: 1.763270 eta: 1 day, 5:50:17 batch_cost: 0.9828 data_cost: 0.0004 ips: 48.8381 images/s [03/13 02:27:06] ppdet.engine INFO: Epoch: [120] [540/610] learning_rate: 0.156375 loss_vfl: 0.872693 loss_bbox: 0.388433 loss_dfl: 0.389580 loss: 1.647686 eta: 1 day, 5:49:56 batch_cost: 0.9307 data_cost: 0.0005 ips: 51.5745 images/s [03/13 02:27:28] ppdet.engine INFO: Epoch: [120] [560/610] learning_rate: 0.156336 loss_vfl: 0.915534 loss_bbox: 0.422109 loss_dfl: 0.417699 loss: 1.744178 eta: 1 day, 5:49:37 batch_cost: 1.0133 data_cost: 0.0008 ips: 47.3717 images/s [03/13 02:27:49] ppdet.engine INFO: Epoch: [120] [580/610] learning_rate: 0.156296 loss_vfl: 0.953970 loss_bbox: 0.416334 loss_dfl: 0.420044 loss: 1.800910 eta: 1 day, 5:49:17 batch_cost: 0.9837 data_cost: 0.0004 ips: 48.7961 images/s [03/13 02:28:10] ppdet.engine INFO: Epoch: [120] [600/610] learning_rate: 0.156257 loss_vfl: 0.968740 loss_bbox: 0.422684 loss_dfl: 0.421840 loss: 1.812679 eta: 1 day, 5:48:54 batch_cost: 0.8612 data_cost: 0.0005 ips: 55.7387 images/s [03/13 02:28:32] ppdet.engine INFO: Epoch: [121] [ 0/610] learning_rate: 0.156237 loss_vfl: 0.938334 loss_bbox: 0.413381 loss_dfl: 0.404675 loss: 1.753532 eta: 1 day, 5:48:56 batch_cost: 1.3346 data_cost: 0.3679 ips: 35.9671 images/s [03/13 02:28:56] ppdet.engine INFO: Epoch: [121] [ 20/610] learning_rate: 0.156198 loss_vfl: 0.874701 loss_bbox: 0.361545 loss_dfl: 0.371059 loss: 1.606078 eta: 1 day, 5:48:38 batch_cost: 1.0440 data_cost: 0.0004 ips: 45.9790 images/s [03/13 02:29:18] ppdet.engine INFO: Epoch: [121] [ 40/610] learning_rate: 0.156158 loss_vfl: 0.877138 loss_bbox: 0.399146 loss_dfl: 0.387411 loss: 1.657297 eta: 1 day, 5:48:18 batch_cost: 0.9723 data_cost: 0.0010 ips: 49.3693 images/s [03/13 02:29:40] ppdet.engine INFO: Epoch: [121] [ 60/610] learning_rate: 0.156119 loss_vfl: 0.928917 loss_bbox: 0.417520 loss_dfl: 0.409859 loss: 1.777453 eta: 1 day, 5:48:00 batch_cost: 1.0138 data_cost: 0.0004 ips: 47.3477 images/s [03/13 02:30:02] ppdet.engine INFO: Epoch: [121] [ 80/610] learning_rate: 0.156080 loss_vfl: 0.898390 loss_bbox: 0.410930 loss_dfl: 0.400838 loss: 1.727099 eta: 1 day, 5:47:40 batch_cost: 0.9794 data_cost: 0.0019 ips: 49.0084 images/s [03/13 02:30:24] ppdet.engine INFO: Epoch: [121] [100/610] learning_rate: 0.156040 loss_vfl: 0.937040 loss_bbox: 0.401373 loss_dfl: 0.399272 loss: 1.743950 eta: 1 day, 5:47:20 batch_cost: 0.9898 data_cost: 0.0004 ips: 48.4939 images/s [03/13 02:30:46] ppdet.engine INFO: Epoch: [121] [120/610] learning_rate: 0.156001 loss_vfl: 0.920367 loss_bbox: 0.395153 loss_dfl: 0.399405 loss: 1.723151 eta: 1 day, 5:46:59 batch_cost: 0.9431 data_cost: 0.0004 ips: 50.8946 images/s [03/13 02:31:08] ppdet.engine INFO: Epoch: [121] [140/610] learning_rate: 0.155962 loss_vfl: 0.907804 loss_bbox: 0.405076 loss_dfl: 0.390949 loss: 1.696134 eta: 1 day, 5:46:36 batch_cost: 0.8674 data_cost: 0.0011 ips: 55.3364 images/s [03/13 02:31:29] ppdet.engine INFO: Epoch: [121] [160/610] learning_rate: 0.155922 loss_vfl: 0.883987 loss_bbox: 0.386851 loss_dfl: 0.384615 loss: 1.649230 eta: 1 day, 5:46:13 batch_cost: 0.8609 data_cost: 0.0004 ips: 55.7550 images/s [03/13 02:31:51] ppdet.engine INFO: Epoch: [121] [180/610] learning_rate: 0.155883 loss_vfl: 0.897081 loss_bbox: 0.396556 loss_dfl: 0.396270 loss: 1.682267 eta: 1 day, 5:45:53 batch_cost: 0.9556 data_cost: 0.0004 ips: 50.2281 images/s [03/13 02:32:13] ppdet.engine INFO: Epoch: [121] [200/610] learning_rate: 0.155844 loss_vfl: 0.951022 loss_bbox: 0.424507 loss_dfl: 0.413460 loss: 1.800534 eta: 1 day, 5:45:33 batch_cost: 0.9688 data_cost: 0.0004 ips: 49.5473 images/s [03/13 02:32:35] ppdet.engine INFO: Epoch: [121] [220/610] learning_rate: 0.155804 loss_vfl: 0.886566 loss_bbox: 0.386912 loss_dfl: 0.394779 loss: 1.652780 eta: 1 day, 5:45:13 batch_cost: 0.9949 data_cost: 0.0004 ips: 48.2471 images/s [03/13 02:32:56] ppdet.engine INFO: Epoch: [121] [240/610] learning_rate: 0.155765 loss_vfl: 0.913189 loss_bbox: 0.405618 loss_dfl: 0.395729 loss: 1.695871 eta: 1 day, 5:44:52 batch_cost: 0.9148 data_cost: 0.0016 ips: 52.4677 images/s [03/13 02:33:18] ppdet.engine INFO: Epoch: [121] [260/610] learning_rate: 0.155725 loss_vfl: 0.916327 loss_bbox: 0.414109 loss_dfl: 0.404100 loss: 1.747604 eta: 1 day, 5:44:30 batch_cost: 0.9279 data_cost: 0.0004 ips: 51.7316 images/s [03/13 02:33:40] ppdet.engine INFO: Epoch: [121] [280/610] learning_rate: 0.155686 loss_vfl: 0.884402 loss_bbox: 0.393019 loss_dfl: 0.379632 loss: 1.630114 eta: 1 day, 5:44:11 batch_cost: 1.0057 data_cost: 0.0004 ips: 47.7273 images/s [03/13 02:34:01] ppdet.engine INFO: Epoch: [121] [300/610] learning_rate: 0.155647 loss_vfl: 0.924503 loss_bbox: 0.402555 loss_dfl: 0.407581 loss: 1.755572 eta: 1 day, 5:43:50 batch_cost: 0.9088 data_cost: 0.0004 ips: 52.8167 images/s [03/13 02:34:23] ppdet.engine INFO: Epoch: [121] [320/610] learning_rate: 0.155607 loss_vfl: 0.981456 loss_bbox: 0.412042 loss_dfl: 0.429156 loss: 1.822714 eta: 1 day, 5:43:28 batch_cost: 0.9040 data_cost: 0.0004 ips: 53.0960 images/s [03/13 02:34:45] ppdet.engine INFO: Epoch: [121] [340/610] learning_rate: 0.155568 loss_vfl: 0.899163 loss_bbox: 0.389770 loss_dfl: 0.375997 loss: 1.656508 eta: 1 day, 5:43:05 batch_cost: 0.8811 data_cost: 0.0004 ips: 54.4752 images/s [03/13 02:35:06] ppdet.engine INFO: Epoch: [121] [360/610] learning_rate: 0.155528 loss_vfl: 0.929117 loss_bbox: 0.408750 loss_dfl: 0.401782 loss: 1.771793 eta: 1 day, 5:42:44 batch_cost: 0.9253 data_cost: 0.0009 ips: 51.8776 images/s [03/13 02:35:27] ppdet.engine INFO: Epoch: [121] [380/610] learning_rate: 0.155489 loss_vfl: 0.883625 loss_bbox: 0.389185 loss_dfl: 0.380670 loss: 1.621840 eta: 1 day, 5:42:22 batch_cost: 0.9100 data_cost: 0.0004 ips: 52.7448 images/s [03/13 02:35:49] ppdet.engine INFO: Epoch: [121] [400/610] learning_rate: 0.155449 loss_vfl: 0.880707 loss_bbox: 0.388783 loss_dfl: 0.395087 loss: 1.654020 eta: 1 day, 5:42:02 batch_cost: 0.9774 data_cost: 0.0004 ips: 49.1085 images/s [03/13 02:36:12] ppdet.engine INFO: Epoch: [121] [420/610] learning_rate: 0.155410 loss_vfl: 0.926408 loss_bbox: 0.424671 loss_dfl: 0.410154 loss: 1.762014 eta: 1 day, 5:41:41 batch_cost: 0.9292 data_cost: 0.0010 ips: 51.6559 images/s [03/13 02:36:34] ppdet.engine INFO: Epoch: [121] [440/610] learning_rate: 0.155371 loss_vfl: 0.913875 loss_bbox: 0.408981 loss_dfl: 0.400672 loss: 1.719383 eta: 1 day, 5:41:22 batch_cost: 1.0167 data_cost: 0.0004 ips: 47.2134 images/s [03/13 02:36:56] ppdet.engine INFO: Epoch: [121] [460/610] learning_rate: 0.155331 loss_vfl: 0.919256 loss_bbox: 0.410806 loss_dfl: 0.402058 loss: 1.740153 eta: 1 day, 5:41:03 batch_cost: 1.0075 data_cost: 0.0004 ips: 47.6433 images/s [03/13 02:37:18] ppdet.engine INFO: Epoch: [121] [480/610] learning_rate: 0.155292 loss_vfl: 0.924205 loss_bbox: 0.418735 loss_dfl: 0.411503 loss: 1.763979 eta: 1 day, 5:40:41 batch_cost: 0.9121 data_cost: 0.0004 ips: 52.6264 images/s [03/13 02:37:40] ppdet.engine INFO: Epoch: [121] [500/610] learning_rate: 0.155252 loss_vfl: 0.912167 loss_bbox: 0.413952 loss_dfl: 0.410150 loss: 1.735487 eta: 1 day, 5:40:20 batch_cost: 0.9347 data_cost: 0.0007 ips: 51.3525 images/s [03/13 02:38:01] ppdet.engine INFO: Epoch: [121] [520/610] learning_rate: 0.155213 loss_vfl: 0.929126 loss_bbox: 0.433714 loss_dfl: 0.417869 loss: 1.785215 eta: 1 day, 5:39:59 batch_cost: 0.9414 data_cost: 0.0004 ips: 50.9898 images/s [03/13 02:38:22] ppdet.engine INFO: Epoch: [121] [540/610] learning_rate: 0.155173 loss_vfl: 0.975039 loss_bbox: 0.406046 loss_dfl: 0.404079 loss: 1.789676 eta: 1 day, 5:39:40 batch_cost: 0.9783 data_cost: 0.0004 ips: 49.0632 images/s [03/13 02:38:44] ppdet.engine INFO: Epoch: [121] [560/610] learning_rate: 0.155134 loss_vfl: 0.926990 loss_bbox: 0.394456 loss_dfl: 0.396931 loss: 1.727332 eta: 1 day, 5:39:20 batch_cost: 0.9777 data_cost: 0.0004 ips: 49.0935 images/s [03/13 02:39:06] ppdet.engine INFO: Epoch: [121] [580/610] learning_rate: 0.155094 loss_vfl: 0.942441 loss_bbox: 0.429787 loss_dfl: 0.421106 loss: 1.816197 eta: 1 day, 5:39:00 batch_cost: 0.9841 data_cost: 0.0004 ips: 48.7772 images/s [03/13 02:39:26] ppdet.engine INFO: Epoch: [121] [600/610] learning_rate: 0.155055 loss_vfl: 0.873260 loss_bbox: 0.374889 loss_dfl: 0.384272 loss: 1.649829 eta: 1 day, 5:38:39 batch_cost: 0.9112 data_cost: 0.0006 ips: 52.6783 images/s [03/13 02:39:45] ppdet.engine INFO: Epoch: [122] [ 0/610] learning_rate: 0.155035 loss_vfl: 0.900944 loss_bbox: 0.404697 loss_dfl: 0.392086 loss: 1.678743 eta: 1 day, 5:38:37 batch_cost: 1.2197 data_cost: 0.4182 ips: 39.3524 images/s [03/13 02:40:12] ppdet.engine INFO: Epoch: [122] [ 20/610] learning_rate: 0.154996 loss_vfl: 0.913434 loss_bbox: 0.388770 loss_dfl: 0.421373 loss: 1.736438 eta: 1 day, 5:38:24 batch_cost: 1.2222 data_cost: 0.0869 ips: 39.2739 images/s [03/13 02:40:35] ppdet.engine INFO: Epoch: [122] [ 40/610] learning_rate: 0.154956 loss_vfl: 0.903598 loss_bbox: 0.397584 loss_dfl: 0.394667 loss: 1.704332 eta: 1 day, 5:38:07 batch_cost: 1.0667 data_cost: 0.0004 ips: 44.9975 images/s [03/13 02:40:57] ppdet.engine INFO: Epoch: [122] [ 60/610] learning_rate: 0.154917 loss_vfl: 0.985506 loss_bbox: 0.434558 loss_dfl: 0.424543 loss: 1.839740 eta: 1 day, 5:37:46 batch_cost: 0.9607 data_cost: 0.0004 ips: 49.9652 images/s [03/13 02:41:20] ppdet.engine INFO: Epoch: [122] [ 80/610] learning_rate: 0.154877 loss_vfl: 0.890294 loss_bbox: 0.384122 loss_dfl: 0.391918 loss: 1.630073 eta: 1 day, 5:37:28 batch_cost: 1.0345 data_cost: 0.0004 ips: 46.3987 images/s [03/13 02:41:43] ppdet.engine INFO: Epoch: [122] [100/610] learning_rate: 0.154838 loss_vfl: 0.951463 loss_bbox: 0.419224 loss_dfl: 0.411126 loss: 1.802659 eta: 1 day, 5:37:09 batch_cost: 0.9860 data_cost: 0.0004 ips: 48.6798 images/s [03/13 02:42:04] ppdet.engine INFO: Epoch: [122] [120/610] learning_rate: 0.154798 loss_vfl: 0.917365 loss_bbox: 0.426853 loss_dfl: 0.404938 loss: 1.758924 eta: 1 day, 5:36:49 batch_cost: 0.9684 data_cost: 0.0004 ips: 49.5645 images/s [03/13 02:42:27] ppdet.engine INFO: Epoch: [122] [140/610] learning_rate: 0.154759 loss_vfl: 0.900503 loss_bbox: 0.405261 loss_dfl: 0.412363 loss: 1.732488 eta: 1 day, 5:36:28 batch_cost: 0.9427 data_cost: 0.0010 ips: 50.9185 images/s [03/13 02:42:49] ppdet.engine INFO: Epoch: [122] [160/610] learning_rate: 0.154719 loss_vfl: 0.914705 loss_bbox: 0.382636 loss_dfl: 0.394966 loss: 1.694174 eta: 1 day, 5:36:08 batch_cost: 0.9754 data_cost: 0.0004 ips: 49.2127 images/s [03/13 02:43:10] ppdet.engine INFO: Epoch: [122] [180/610] learning_rate: 0.154680 loss_vfl: 0.869656 loss_bbox: 0.383619 loss_dfl: 0.370537 loss: 1.602635 eta: 1 day, 5:35:47 batch_cost: 0.9395 data_cost: 0.0004 ips: 51.0922 images/s [03/13 02:43:32] ppdet.engine INFO: Epoch: [122] [200/610] learning_rate: 0.154640 loss_vfl: 0.908309 loss_bbox: 0.410870 loss_dfl: 0.401646 loss: 1.736466 eta: 1 day, 5:35:28 batch_cost: 0.9954 data_cost: 0.0005 ips: 48.2230 images/s [03/13 02:43:53] ppdet.engine INFO: Epoch: [122] [220/610] learning_rate: 0.154601 loss_vfl: 0.925405 loss_bbox: 0.416703 loss_dfl: 0.413332 loss: 1.746557 eta: 1 day, 5:35:06 batch_cost: 0.9188 data_cost: 0.0005 ips: 52.2449 images/s [03/13 02:44:16] ppdet.engine INFO: Epoch: [122] [240/610] learning_rate: 0.154561 loss_vfl: 0.905929 loss_bbox: 0.415668 loss_dfl: 0.414394 loss: 1.706881 eta: 1 day, 5:34:47 batch_cost: 1.0072 data_cost: 0.0004 ips: 47.6582 images/s [03/13 02:44:36] ppdet.engine INFO: Epoch: [122] [260/610] learning_rate: 0.154522 loss_vfl: 0.911875 loss_bbox: 0.426189 loss_dfl: 0.415386 loss: 1.740922 eta: 1 day, 5:34:26 batch_cost: 0.9249 data_cost: 0.0015 ips: 51.8990 images/s [03/13 02:44:59] ppdet.engine INFO: Epoch: [122] [280/610] learning_rate: 0.154482 loss_vfl: 0.949778 loss_bbox: 0.405510 loss_dfl: 0.410829 loss: 1.770099 eta: 1 day, 5:34:08 batch_cost: 1.0419 data_cost: 0.0010 ips: 46.0698 images/s [03/13 02:45:20] ppdet.engine INFO: Epoch: [122] [300/610] learning_rate: 0.154443 loss_vfl: 0.918325 loss_bbox: 0.428042 loss_dfl: 0.412654 loss: 1.756778 eta: 1 day, 5:33:48 batch_cost: 0.9777 data_cost: 0.0004 ips: 49.0939 images/s [03/13 02:45:41] ppdet.engine INFO: Epoch: [122] [320/610] learning_rate: 0.154403 loss_vfl: 0.883569 loss_bbox: 0.389498 loss_dfl: 0.404469 loss: 1.700473 eta: 1 day, 5:33:28 batch_cost: 0.9543 data_cost: 0.0004 ips: 50.2960 images/s [03/13 02:46:03] ppdet.engine INFO: Epoch: [122] [340/610] learning_rate: 0.154364 loss_vfl: 0.896057 loss_bbox: 0.388619 loss_dfl: 0.395365 loss: 1.686338 eta: 1 day, 5:33:08 batch_cost: 0.9773 data_cost: 0.0004 ips: 49.1133 images/s [03/13 02:46:24] ppdet.engine INFO: Epoch: [122] [360/610] learning_rate: 0.154324 loss_vfl: 0.904133 loss_bbox: 0.394152 loss_dfl: 0.395576 loss: 1.710483 eta: 1 day, 5:32:47 batch_cost: 0.9426 data_cost: 0.0004 ips: 50.9249 images/s [03/13 02:46:45] ppdet.engine INFO: Epoch: [122] [380/610] learning_rate: 0.154285 loss_vfl: 0.882791 loss_bbox: 0.389973 loss_dfl: 0.384694 loss: 1.637260 eta: 1 day, 5:32:27 batch_cost: 0.9528 data_cost: 0.0004 ips: 50.3800 images/s [03/13 02:47:07] ppdet.engine INFO: Epoch: [122] [400/610] learning_rate: 0.154245 loss_vfl: 0.945271 loss_bbox: 0.418843 loss_dfl: 0.406516 loss: 1.742876 eta: 1 day, 5:32:05 batch_cost: 0.9348 data_cost: 0.0004 ips: 51.3485 images/s [03/13 02:47:28] ppdet.engine INFO: Epoch: [122] [420/610] learning_rate: 0.154205 loss_vfl: 0.929321 loss_bbox: 0.415518 loss_dfl: 0.404065 loss: 1.749727 eta: 1 day, 5:31:46 batch_cost: 0.9738 data_cost: 0.0004 ips: 49.2908 images/s [03/13 02:47:50] ppdet.engine INFO: Epoch: [122] [440/610] learning_rate: 0.154166 loss_vfl: 0.931848 loss_bbox: 0.409239 loss_dfl: 0.408430 loss: 1.746632 eta: 1 day, 5:31:24 batch_cost: 0.9338 data_cost: 0.0004 ips: 51.4006 images/s [03/13 02:48:13] ppdet.engine INFO: Epoch: [122] [460/610] learning_rate: 0.154126 loss_vfl: 0.943740 loss_bbox: 0.415580 loss_dfl: 0.405628 loss: 1.751525 eta: 1 day, 5:31:07 batch_cost: 1.0439 data_cost: 0.0004 ips: 45.9834 images/s [03/13 02:48:35] ppdet.engine INFO: Epoch: [122] [480/610] learning_rate: 0.154087 loss_vfl: 0.939419 loss_bbox: 0.415710 loss_dfl: 0.410096 loss: 1.794444 eta: 1 day, 5:30:45 batch_cost: 0.9242 data_cost: 0.0004 ips: 51.9373 images/s [03/13 02:48:57] ppdet.engine INFO: Epoch: [122] [500/610] learning_rate: 0.154047 loss_vfl: 0.879218 loss_bbox: 0.386521 loss_dfl: 0.392659 loss: 1.644369 eta: 1 day, 5:30:26 batch_cost: 1.0052 data_cost: 0.0004 ips: 47.7494 images/s [03/13 02:49:18] ppdet.engine INFO: Epoch: [122] [520/610] learning_rate: 0.154008 loss_vfl: 0.868118 loss_bbox: 0.399215 loss_dfl: 0.378462 loss: 1.620045 eta: 1 day, 5:30:04 batch_cost: 0.9083 data_cost: 0.0011 ips: 52.8460 images/s [03/13 02:49:41] ppdet.engine INFO: Epoch: [122] [540/610] learning_rate: 0.153968 loss_vfl: 0.952632 loss_bbox: 0.406969 loss_dfl: 0.408472 loss: 1.738016 eta: 1 day, 5:29:46 batch_cost: 1.0382 data_cost: 0.0004 ips: 46.2340 images/s [03/13 02:50:03] ppdet.engine INFO: Epoch: [122] [560/610] learning_rate: 0.153928 loss_vfl: 0.966921 loss_bbox: 0.402643 loss_dfl: 0.418406 loss: 1.798296 eta: 1 day, 5:29:26 batch_cost: 0.9462 data_cost: 0.0004 ips: 50.7312 images/s [03/13 02:50:25] ppdet.engine INFO: Epoch: [122] [580/610] learning_rate: 0.153889 loss_vfl: 0.921668 loss_bbox: 0.406710 loss_dfl: 0.400995 loss: 1.727263 eta: 1 day, 5:29:06 batch_cost: 0.9764 data_cost: 0.0004 ips: 49.1603 images/s [03/13 02:50:47] ppdet.engine INFO: Epoch: [122] [600/610] learning_rate: 0.153849 loss_vfl: 0.879000 loss_bbox: 0.397848 loss_dfl: 0.392212 loss: 1.675825 eta: 1 day, 5:28:48 batch_cost: 1.0442 data_cost: 0.0006 ips: 45.9674 images/s [03/13 02:51:04] ppdet.engine INFO: Epoch: [123] [ 0/610] learning_rate: 0.153830 loss_vfl: 0.868985 loss_bbox: 0.379534 loss_dfl: 0.383617 loss: 1.627942 eta: 1 day, 5:28:41 batch_cost: 1.0953 data_cost: 0.3791 ips: 43.8234 images/s [03/13 02:51:33] ppdet.engine INFO: Epoch: [123] [ 20/610] learning_rate: 0.153790 loss_vfl: 0.880858 loss_bbox: 0.382644 loss_dfl: 0.389371 loss: 1.673405 eta: 1 day, 5:28:32 batch_cost: 1.3444 data_cost: 0.1182 ips: 35.7042 images/s [03/13 02:51:55] ppdet.engine INFO: Epoch: [123] [ 40/610] learning_rate: 0.153750 loss_vfl: 0.947131 loss_bbox: 0.411725 loss_dfl: 0.409404 loss: 1.767291 eta: 1 day, 5:28:11 batch_cost: 0.9442 data_cost: 0.0004 ips: 50.8376 images/s [03/13 02:52:16] ppdet.engine INFO: Epoch: [123] [ 60/610] learning_rate: 0.153711 loss_vfl: 0.905629 loss_bbox: 0.408184 loss_dfl: 0.407717 loss: 1.722346 eta: 1 day, 5:27:51 batch_cost: 0.9550 data_cost: 0.0008 ips: 50.2596 images/s [03/13 02:52:37] ppdet.engine INFO: Epoch: [123] [ 80/610] learning_rate: 0.153671 loss_vfl: 0.909804 loss_bbox: 0.398215 loss_dfl: 0.409527 loss: 1.732780 eta: 1 day, 5:27:27 batch_cost: 0.8604 data_cost: 0.0005 ips: 55.7909 images/s [03/13 02:52:58] ppdet.engine INFO: Epoch: [123] [100/610] learning_rate: 0.153631 loss_vfl: 0.914791 loss_bbox: 0.402642 loss_dfl: 0.406463 loss: 1.730428 eta: 1 day, 5:27:05 batch_cost: 0.8944 data_cost: 0.0004 ips: 53.6693 images/s [03/13 02:53:20] ppdet.engine INFO: Epoch: [123] [120/610] learning_rate: 0.153592 loss_vfl: 0.890112 loss_bbox: 0.388232 loss_dfl: 0.384673 loss: 1.657485 eta: 1 day, 5:26:43 batch_cost: 0.9082 data_cost: 0.0004 ips: 52.8545 images/s [03/13 02:53:41] ppdet.engine INFO: Epoch: [123] [140/610] learning_rate: 0.153552 loss_vfl: 0.948450 loss_bbox: 0.409747 loss_dfl: 0.412174 loss: 1.767228 eta: 1 day, 5:26:23 batch_cost: 0.9586 data_cost: 0.0004 ips: 50.0747 images/s [03/13 02:54:03] ppdet.engine INFO: Epoch: [123] [160/610] learning_rate: 0.153513 loss_vfl: 0.919272 loss_bbox: 0.384737 loss_dfl: 0.414336 loss: 1.725058 eta: 1 day, 5:26:02 batch_cost: 0.9329 data_cost: 0.0004 ips: 51.4538 images/s [03/13 02:54:24] ppdet.engine INFO: Epoch: [123] [180/610] learning_rate: 0.153473 loss_vfl: 0.920057 loss_bbox: 0.411974 loss_dfl: 0.412105 loss: 1.733798 eta: 1 day, 5:25:41 batch_cost: 0.9369 data_cost: 0.0005 ips: 51.2316 images/s [03/13 02:54:45] ppdet.engine INFO: Epoch: [123] [200/610] learning_rate: 0.153433 loss_vfl: 0.908563 loss_bbox: 0.411528 loss_dfl: 0.413619 loss: 1.731142 eta: 1 day, 5:25:19 batch_cost: 0.9137 data_cost: 0.0004 ips: 52.5337 images/s [03/13 02:55:08] ppdet.engine INFO: Epoch: [123] [220/610] learning_rate: 0.153394 loss_vfl: 0.927695 loss_bbox: 0.390775 loss_dfl: 0.396453 loss: 1.704028 eta: 1 day, 5:25:00 batch_cost: 0.9923 data_cost: 0.0004 ips: 48.3711 images/s [03/13 02:55:31] ppdet.engine INFO: Epoch: [123] [240/610] learning_rate: 0.153354 loss_vfl: 0.939288 loss_bbox: 0.389159 loss_dfl: 0.390437 loss: 1.726201 eta: 1 day, 5:24:41 batch_cost: 0.9937 data_cost: 0.0004 ips: 48.3029 images/s [03/13 02:55:53] ppdet.engine INFO: Epoch: [123] [260/610] learning_rate: 0.153314 loss_vfl: 0.915440 loss_bbox: 0.402194 loss_dfl: 0.399616 loss: 1.723991 eta: 1 day, 5:24:20 batch_cost: 0.9594 data_cost: 0.0004 ips: 50.0289 images/s [03/13 02:56:13] ppdet.engine INFO: Epoch: [123] [280/610] learning_rate: 0.153275 loss_vfl: 0.900143 loss_bbox: 0.396391 loss_dfl: 0.398693 loss: 1.687712 eta: 1 day, 5:23:59 batch_cost: 0.9341 data_cost: 0.0004 ips: 51.3870 images/s [03/13 02:56:35] ppdet.engine INFO: Epoch: [123] [300/610] learning_rate: 0.153235 loss_vfl: 0.861927 loss_bbox: 0.382558 loss_dfl: 0.377860 loss: 1.624690 eta: 1 day, 5:23:38 batch_cost: 0.9343 data_cost: 0.0007 ips: 51.3741 images/s [03/13 02:56:58] ppdet.engine INFO: Epoch: [123] [320/610] learning_rate: 0.153195 loss_vfl: 0.913689 loss_bbox: 0.410725 loss_dfl: 0.407461 loss: 1.722357 eta: 1 day, 5:23:20 batch_cost: 1.0432 data_cost: 0.0004 ips: 46.0132 images/s [03/13 02:57:19] ppdet.engine INFO: Epoch: [123] [340/610] learning_rate: 0.153156 loss_vfl: 0.933112 loss_bbox: 0.432239 loss_dfl: 0.418209 loss: 1.787343 eta: 1 day, 5:23:00 batch_cost: 0.9585 data_cost: 0.0004 ips: 50.0763 images/s [03/13 02:57:41] ppdet.engine INFO: Epoch: [123] [360/610] learning_rate: 0.153116 loss_vfl: 0.903255 loss_bbox: 0.419030 loss_dfl: 0.410702 loss: 1.742178 eta: 1 day, 5:22:39 batch_cost: 0.9275 data_cost: 0.0006 ips: 51.7516 images/s [03/13 02:58:03] ppdet.engine INFO: Epoch: [123] [380/610] learning_rate: 0.153076 loss_vfl: 0.883965 loss_bbox: 0.384757 loss_dfl: 0.392416 loss: 1.638422 eta: 1 day, 5:22:20 batch_cost: 1.0004 data_cost: 0.0004 ips: 47.9812 images/s [03/13 02:58:25] ppdet.engine INFO: Epoch: [123] [400/610] learning_rate: 0.153037 loss_vfl: 0.945464 loss_bbox: 0.423921 loss_dfl: 0.415040 loss: 1.820243 eta: 1 day, 5:21:59 batch_cost: 0.9565 data_cost: 0.0004 ips: 50.1840 images/s [03/13 02:58:46] ppdet.engine INFO: Epoch: [123] [420/610] learning_rate: 0.152997 loss_vfl: 0.939052 loss_bbox: 0.414389 loss_dfl: 0.399890 loss: 1.757319 eta: 1 day, 5:21:37 batch_cost: 0.9073 data_cost: 0.0004 ips: 52.9062 images/s [03/13 02:59:08] ppdet.engine INFO: Epoch: [123] [440/610] learning_rate: 0.152957 loss_vfl: 0.889800 loss_bbox: 0.407542 loss_dfl: 0.393707 loss: 1.679038 eta: 1 day, 5:21:17 batch_cost: 0.9699 data_cost: 0.0004 ips: 49.4906 images/s [03/13 02:59:30] ppdet.engine INFO: Epoch: [123] [460/610] learning_rate: 0.152918 loss_vfl: 0.939863 loss_bbox: 0.412792 loss_dfl: 0.413000 loss: 1.778849 eta: 1 day, 5:20:58 batch_cost: 0.9921 data_cost: 0.0010 ips: 48.3801 images/s [03/13 02:59:51] ppdet.engine INFO: Epoch: [123] [480/610] learning_rate: 0.152878 loss_vfl: 0.923373 loss_bbox: 0.432644 loss_dfl: 0.428034 loss: 1.773193 eta: 1 day, 5:20:36 batch_cost: 0.9159 data_cost: 0.0004 ips: 52.4075 images/s [03/13 03:00:13] ppdet.engine INFO: Epoch: [123] [500/610] learning_rate: 0.152838 loss_vfl: 0.908085 loss_bbox: 0.407720 loss_dfl: 0.404690 loss: 1.721303 eta: 1 day, 5:20:16 batch_cost: 0.9639 data_cost: 0.0006 ips: 49.7996 images/s [03/13 03:00:34] ppdet.engine INFO: Epoch: [123] [520/610] learning_rate: 0.152799 loss_vfl: 0.939030 loss_bbox: 0.416367 loss_dfl: 0.421998 loss: 1.773116 eta: 1 day, 5:19:55 batch_cost: 0.9236 data_cost: 0.0008 ips: 51.9683 images/s [03/13 03:00:56] ppdet.engine INFO: Epoch: [123] [540/610] learning_rate: 0.152759 loss_vfl: 0.910459 loss_bbox: 0.389107 loss_dfl: 0.398808 loss: 1.667540 eta: 1 day, 5:19:35 batch_cost: 0.9628 data_cost: 0.0004 ips: 49.8540 images/s [03/13 03:01:17] ppdet.engine INFO: Epoch: [123] [560/610] learning_rate: 0.152719 loss_vfl: 0.913427 loss_bbox: 0.400822 loss_dfl: 0.389803 loss: 1.698982 eta: 1 day, 5:19:15 batch_cost: 0.9947 data_cost: 0.0004 ips: 48.2581 images/s [03/13 03:01:38] ppdet.engine INFO: Epoch: [123] [580/610] learning_rate: 0.152680 loss_vfl: 0.945257 loss_bbox: 0.408800 loss_dfl: 0.400802 loss: 1.747860 eta: 1 day, 5:18:54 batch_cost: 0.9268 data_cost: 0.0004 ips: 51.7908 images/s [03/13 03:01:59] ppdet.engine INFO: Epoch: [123] [600/610] learning_rate: 0.152640 loss_vfl: 0.949390 loss_bbox: 0.404714 loss_dfl: 0.401607 loss: 1.748500 eta: 1 day, 5:18:32 batch_cost: 0.8963 data_cost: 0.0005 ips: 53.5519 images/s [03/13 03:02:20] ppdet.engine INFO: Epoch: [124] [ 0/610] learning_rate: 0.152620 loss_vfl: 0.940988 loss_bbox: 0.417381 loss_dfl: 0.408320 loss: 1.763867 eta: 1 day, 5:18:32 batch_cost: 1.2587 data_cost: 0.5233 ips: 38.1360 images/s [03/13 03:02:45] ppdet.engine INFO: Epoch: [124] [ 20/610] learning_rate: 0.152580 loss_vfl: 0.906296 loss_bbox: 0.385492 loss_dfl: 0.388455 loss: 1.679555 eta: 1 day, 5:18:16 batch_cost: 1.1097 data_cost: 0.0004 ips: 43.2563 images/s [03/13 03:03:06] ppdet.engine INFO: Epoch: [124] [ 40/610] learning_rate: 0.152541 loss_vfl: 0.902860 loss_bbox: 0.406867 loss_dfl: 0.400767 loss: 1.705384 eta: 1 day, 5:17:56 batch_cost: 0.9520 data_cost: 0.0004 ips: 50.4209 images/s [03/13 03:03:28] ppdet.engine INFO: Epoch: [124] [ 60/610] learning_rate: 0.152501 loss_vfl: 0.914402 loss_bbox: 0.393339 loss_dfl: 0.409013 loss: 1.715927 eta: 1 day, 5:17:37 batch_cost: 1.0005 data_cost: 0.0004 ips: 47.9755 images/s [03/13 03:03:49] ppdet.engine INFO: Epoch: [124] [ 80/610] learning_rate: 0.152461 loss_vfl: 0.895967 loss_bbox: 0.395718 loss_dfl: 0.398913 loss: 1.689843 eta: 1 day, 5:17:16 batch_cost: 0.9349 data_cost: 0.0004 ips: 51.3412 images/s [03/13 03:04:12] ppdet.engine INFO: Epoch: [124] [100/610] learning_rate: 0.152421 loss_vfl: 0.934193 loss_bbox: 0.407843 loss_dfl: 0.416290 loss: 1.757161 eta: 1 day, 5:16:57 batch_cost: 1.0101 data_cost: 0.0004 ips: 47.5204 images/s [03/13 03:04:33] ppdet.engine INFO: Epoch: [124] [120/610] learning_rate: 0.152382 loss_vfl: 0.903477 loss_bbox: 0.407019 loss_dfl: 0.408401 loss: 1.710055 eta: 1 day, 5:16:35 batch_cost: 0.8995 data_cost: 0.0004 ips: 53.3632 images/s [03/13 03:04:55] ppdet.engine INFO: Epoch: [124] [140/610] learning_rate: 0.152342 loss_vfl: 0.921287 loss_bbox: 0.423598 loss_dfl: 0.411075 loss: 1.770883 eta: 1 day, 5:16:14 batch_cost: 0.9664 data_cost: 0.0004 ips: 49.6700 images/s [03/13 03:05:17] ppdet.engine INFO: Epoch: [124] [160/610] learning_rate: 0.152302 loss_vfl: 0.909801 loss_bbox: 0.413204 loss_dfl: 0.407643 loss: 1.732757 eta: 1 day, 5:15:55 batch_cost: 0.9987 data_cost: 0.0010 ips: 48.0601 images/s [03/13 03:05:38] ppdet.engine INFO: Epoch: [124] [180/610] learning_rate: 0.152262 loss_vfl: 0.918346 loss_bbox: 0.400614 loss_dfl: 0.406320 loss: 1.716943 eta: 1 day, 5:15:36 batch_cost: 1.0014 data_cost: 0.0004 ips: 47.9333 images/s [03/13 03:06:00] ppdet.engine INFO: Epoch: [124] [200/610] learning_rate: 0.152223 loss_vfl: 0.837707 loss_bbox: 0.363259 loss_dfl: 0.375040 loss: 1.567976 eta: 1 day, 5:15:17 batch_cost: 0.9858 data_cost: 0.0013 ips: 48.6914 images/s [03/13 03:06:21] ppdet.engine INFO: Epoch: [124] [220/610] learning_rate: 0.152183 loss_vfl: 0.913839 loss_bbox: 0.407612 loss_dfl: 0.405347 loss: 1.764127 eta: 1 day, 5:14:55 batch_cost: 0.9024 data_cost: 0.0004 ips: 53.1932 images/s [03/13 03:06:43] ppdet.engine INFO: Epoch: [124] [240/610] learning_rate: 0.152143 loss_vfl: 0.911415 loss_bbox: 0.398981 loss_dfl: 0.395507 loss: 1.709019 eta: 1 day, 5:14:32 batch_cost: 0.8885 data_cost: 0.0005 ips: 54.0243 images/s [03/13 03:07:04] ppdet.engine INFO: Epoch: [124] [260/610] learning_rate: 0.152103 loss_vfl: 0.900734 loss_bbox: 0.388718 loss_dfl: 0.393155 loss: 1.687953 eta: 1 day, 5:14:13 batch_cost: 0.9867 data_cost: 0.0004 ips: 48.6492 images/s [03/13 03:07:28] ppdet.engine INFO: Epoch: [124] [280/610] learning_rate: 0.152064 loss_vfl: 0.878669 loss_bbox: 0.390006 loss_dfl: 0.396107 loss: 1.655234 eta: 1 day, 5:13:53 batch_cost: 0.9775 data_cost: 0.0004 ips: 49.1054 images/s [03/13 03:07:48] ppdet.engine INFO: Epoch: [124] [300/610] learning_rate: 0.152024 loss_vfl: 0.929966 loss_bbox: 0.412429 loss_dfl: 0.404785 loss: 1.742684 eta: 1 day, 5:13:30 batch_cost: 0.8695 data_cost: 0.0004 ips: 55.2015 images/s [03/13 03:08:10] ppdet.engine INFO: Epoch: [124] [320/610] learning_rate: 0.151984 loss_vfl: 0.910544 loss_bbox: 0.400233 loss_dfl: 0.401075 loss: 1.719746 eta: 1 day, 5:13:08 batch_cost: 0.8878 data_cost: 0.0010 ips: 54.0680 images/s [03/13 03:08:31] ppdet.engine INFO: Epoch: [124] [340/610] learning_rate: 0.151944 loss_vfl: 0.862322 loss_bbox: 0.372176 loss_dfl: 0.381278 loss: 1.593649 eta: 1 day, 5:12:48 batch_cost: 0.9741 data_cost: 0.0005 ips: 49.2782 images/s [03/13 03:08:54] ppdet.engine INFO: Epoch: [124] [360/610] learning_rate: 0.151905 loss_vfl: 0.876481 loss_bbox: 0.394732 loss_dfl: 0.391085 loss: 1.639926 eta: 1 day, 5:12:30 batch_cost: 1.0284 data_cost: 0.0004 ips: 46.6758 images/s [03/13 03:09:16] ppdet.engine INFO: Epoch: [124] [380/610] learning_rate: 0.151865 loss_vfl: 0.878426 loss_bbox: 0.376784 loss_dfl: 0.375907 loss: 1.634803 eta: 1 day, 5:12:11 batch_cost: 1.0206 data_cost: 0.0004 ips: 47.0310 images/s [03/13 03:09:36] ppdet.engine INFO: Epoch: [124] [400/610] learning_rate: 0.151825 loss_vfl: 0.920832 loss_bbox: 0.406730 loss_dfl: 0.410254 loss: 1.729666 eta: 1 day, 5:11:48 batch_cost: 0.8700 data_cost: 0.0004 ips: 55.1753 images/s [03/13 03:09:57] ppdet.engine INFO: Epoch: [124] [420/610] learning_rate: 0.151785 loss_vfl: 0.915242 loss_bbox: 0.381932 loss_dfl: 0.396146 loss: 1.686485 eta: 1 day, 5:11:27 batch_cost: 0.9353 data_cost: 0.0004 ips: 51.3195 images/s [03/13 03:10:19] ppdet.engine INFO: Epoch: [124] [440/610] learning_rate: 0.151745 loss_vfl: 0.917940 loss_bbox: 0.412782 loss_dfl: 0.410894 loss: 1.732325 eta: 1 day, 5:11:06 batch_cost: 0.9286 data_cost: 0.0006 ips: 51.6905 images/s [03/13 03:10:41] ppdet.engine INFO: Epoch: [124] [460/610] learning_rate: 0.151706 loss_vfl: 0.924176 loss_bbox: 0.403857 loss_dfl: 0.405339 loss: 1.719410 eta: 1 day, 5:10:46 batch_cost: 0.9599 data_cost: 0.0004 ips: 50.0055 images/s [03/13 03:11:03] ppdet.engine INFO: Epoch: [124] [480/610] learning_rate: 0.151666 loss_vfl: 0.977683 loss_bbox: 0.419839 loss_dfl: 0.411481 loss: 1.815002 eta: 1 day, 5:10:26 batch_cost: 0.9650 data_cost: 0.0004 ips: 49.7419 images/s [03/13 03:11:25] ppdet.engine INFO: Epoch: [124] [500/610] learning_rate: 0.151626 loss_vfl: 0.930101 loss_bbox: 0.410399 loss_dfl: 0.412619 loss: 1.785156 eta: 1 day, 5:10:06 batch_cost: 0.9771 data_cost: 0.0012 ips: 49.1259 images/s [03/13 03:11:47] ppdet.engine INFO: Epoch: [124] [520/610] learning_rate: 0.151586 loss_vfl: 0.898035 loss_bbox: 0.415005 loss_dfl: 0.402399 loss: 1.712000 eta: 1 day, 5:09:45 batch_cost: 0.9326 data_cost: 0.0004 ips: 51.4705 images/s [03/13 03:12:09] ppdet.engine INFO: Epoch: [124] [540/610] learning_rate: 0.151546 loss_vfl: 0.954218 loss_bbox: 0.424097 loss_dfl: 0.419845 loss: 1.784401 eta: 1 day, 5:09:25 batch_cost: 0.9671 data_cost: 0.0013 ips: 49.6310 images/s [03/13 03:12:31] ppdet.engine INFO: Epoch: [124] [560/610] learning_rate: 0.151507 loss_vfl: 0.960400 loss_bbox: 0.435816 loss_dfl: 0.430180 loss: 1.827365 eta: 1 day, 5:09:04 batch_cost: 0.9659 data_cost: 0.0004 ips: 49.6925 images/s [03/13 03:12:54] ppdet.engine INFO: Epoch: [124] [580/610] learning_rate: 0.151467 loss_vfl: 0.927171 loss_bbox: 0.408559 loss_dfl: 0.400680 loss: 1.715361 eta: 1 day, 5:08:46 batch_cost: 1.0227 data_cost: 0.0004 ips: 46.9344 images/s [03/13 03:13:15] ppdet.engine INFO: Epoch: [124] [600/610] learning_rate: 0.151427 loss_vfl: 0.913939 loss_bbox: 0.397686 loss_dfl: 0.403572 loss: 1.750483 eta: 1 day, 5:08:25 batch_cost: 0.9461 data_cost: 0.0005 ips: 50.7372 images/s [03/13 03:13:35] ppdet.engine INFO: Epoch: [125] [ 0/610] learning_rate: 0.151407 loss_vfl: 0.893171 loss_bbox: 0.391012 loss_dfl: 0.391329 loss: 1.670479 eta: 1 day, 5:08:24 batch_cost: 1.2798 data_cost: 0.5238 ips: 37.5063 images/s [03/13 03:14:00] ppdet.engine INFO: Epoch: [125] [ 20/610] learning_rate: 0.151367 loss_vfl: 0.885369 loss_bbox: 0.393826 loss_dfl: 0.385309 loss: 1.640323 eta: 1 day, 5:08:11 batch_cost: 1.2046 data_cost: 0.0004 ips: 39.8457 images/s [03/13 03:14:22] ppdet.engine INFO: Epoch: [125] [ 40/610] learning_rate: 0.151327 loss_vfl: 1.002350 loss_bbox: 0.427218 loss_dfl: 0.432453 loss: 1.818534 eta: 1 day, 5:07:51 batch_cost: 0.9705 data_cost: 0.0004 ips: 49.4613 images/s [03/13 03:14:44] ppdet.engine INFO: Epoch: [125] [ 60/610] learning_rate: 0.151287 loss_vfl: 0.913134 loss_bbox: 0.388116 loss_dfl: 0.392739 loss: 1.671472 eta: 1 day, 5:07:31 batch_cost: 0.9734 data_cost: 0.0004 ips: 49.3108 images/s [03/13 03:15:05] ppdet.engine INFO: Epoch: [125] [ 80/610] learning_rate: 0.151248 loss_vfl: 0.954062 loss_bbox: 0.392800 loss_dfl: 0.406434 loss: 1.784955 eta: 1 day, 5:07:09 batch_cost: 0.9042 data_cost: 0.0004 ips: 53.0830 images/s [03/13 03:15:27] ppdet.engine INFO: Epoch: [125] [100/610] learning_rate: 0.151208 loss_vfl: 0.902772 loss_bbox: 0.396312 loss_dfl: 0.402058 loss: 1.706018 eta: 1 day, 5:06:50 batch_cost: 0.9988 data_cost: 0.0004 ips: 48.0555 images/s [03/13 03:15:48] ppdet.engine INFO: Epoch: [125] [120/610] learning_rate: 0.151168 loss_vfl: 0.923064 loss_bbox: 0.391291 loss_dfl: 0.390334 loss: 1.719939 eta: 1 day, 5:06:28 batch_cost: 0.9078 data_cost: 0.0004 ips: 52.8751 images/s [03/13 03:16:10] ppdet.engine INFO: Epoch: [125] [140/610] learning_rate: 0.151128 loss_vfl: 0.911423 loss_bbox: 0.399022 loss_dfl: 0.403766 loss: 1.709254 eta: 1 day, 5:06:07 batch_cost: 0.9498 data_cost: 0.0004 ips: 50.5390 images/s [03/13 03:16:32] ppdet.engine INFO: Epoch: [125] [160/610] learning_rate: 0.151088 loss_vfl: 0.945535 loss_bbox: 0.408773 loss_dfl: 0.410475 loss: 1.768524 eta: 1 day, 5:05:46 batch_cost: 0.9241 data_cost: 0.0005 ips: 51.9402 images/s [03/13 03:16:53] ppdet.engine INFO: Epoch: [125] [180/610] learning_rate: 0.151048 loss_vfl: 0.928105 loss_bbox: 0.417962 loss_dfl: 0.424112 loss: 1.771767 eta: 1 day, 5:05:25 batch_cost: 0.9150 data_cost: 0.0004 ips: 52.4574 images/s [03/13 03:17:14] ppdet.engine INFO: Epoch: [125] [200/610] learning_rate: 0.151008 loss_vfl: 0.905470 loss_bbox: 0.382398 loss_dfl: 0.397416 loss: 1.687307 eta: 1 day, 5:05:03 batch_cost: 0.9194 data_cost: 0.0004 ips: 52.2083 images/s [03/13 03:17:36] ppdet.engine INFO: Epoch: [125] [220/610] learning_rate: 0.150969 loss_vfl: 0.915219 loss_bbox: 0.392527 loss_dfl: 0.396274 loss: 1.711097 eta: 1 day, 5:04:44 batch_cost: 1.0160 data_cost: 0.0004 ips: 47.2419 images/s [03/13 03:17:58] ppdet.engine INFO: Epoch: [125] [240/610] learning_rate: 0.150929 loss_vfl: 0.957385 loss_bbox: 0.420405 loss_dfl: 0.423999 loss: 1.796088 eta: 1 day, 5:04:26 batch_cost: 1.0406 data_cost: 0.0004 ips: 46.1264 images/s [03/13 03:18:20] ppdet.engine INFO: Epoch: [125] [260/610] learning_rate: 0.150889 loss_vfl: 0.933871 loss_bbox: 0.434575 loss_dfl: 0.422789 loss: 1.787331 eta: 1 day, 5:04:07 batch_cost: 0.9987 data_cost: 0.0005 ips: 48.0601 images/s [03/13 03:18:40] ppdet.engine INFO: Epoch: [125] [280/610] learning_rate: 0.150849 loss_vfl: 0.913022 loss_bbox: 0.396635 loss_dfl: 0.399190 loss: 1.703572 eta: 1 day, 5:03:45 batch_cost: 0.8863 data_cost: 0.0004 ips: 54.1593 images/s [03/13 03:19:04] ppdet.engine INFO: Epoch: [125] [300/610] learning_rate: 0.150809 loss_vfl: 0.853760 loss_bbox: 0.391918 loss_dfl: 0.380551 loss: 1.628870 eta: 1 day, 5:03:26 batch_cost: 1.0127 data_cost: 0.0005 ips: 47.4000 images/s [03/13 03:19:25] ppdet.engine INFO: Epoch: [125] [320/610] learning_rate: 0.150769 loss_vfl: 0.980029 loss_bbox: 0.425517 loss_dfl: 0.429694 loss: 1.832492 eta: 1 day, 5:03:04 batch_cost: 0.9066 data_cost: 0.0004 ips: 52.9446 images/s [03/13 03:19:46] ppdet.engine INFO: Epoch: [125] [340/610] learning_rate: 0.150729 loss_vfl: 0.910905 loss_bbox: 0.398248 loss_dfl: 0.397342 loss: 1.703281 eta: 1 day, 5:02:42 batch_cost: 0.9021 data_cost: 0.0004 ips: 53.2120 images/s [03/13 03:20:08] ppdet.engine INFO: Epoch: [125] [360/610] learning_rate: 0.150689 loss_vfl: 0.882476 loss_bbox: 0.379228 loss_dfl: 0.387479 loss: 1.664095 eta: 1 day, 5:02:23 batch_cost: 0.9827 data_cost: 0.0004 ips: 48.8449 images/s [03/13 03:20:31] ppdet.engine INFO: Epoch: [125] [380/610] learning_rate: 0.150650 loss_vfl: 0.844939 loss_bbox: 0.374436 loss_dfl: 0.375576 loss: 1.584642 eta: 1 day, 5:02:02 batch_cost: 0.9537 data_cost: 0.0004 ips: 50.3327 images/s [03/13 03:20:52] ppdet.engine INFO: Epoch: [125] [400/610] learning_rate: 0.150610 loss_vfl: 0.948354 loss_bbox: 0.425466 loss_dfl: 0.413232 loss: 1.818867 eta: 1 day, 5:01:41 batch_cost: 0.9074 data_cost: 0.0004 ips: 52.9003 images/s [03/13 03:21:14] ppdet.engine INFO: Epoch: [125] [420/610] learning_rate: 0.150570 loss_vfl: 0.933504 loss_bbox: 0.398824 loss_dfl: 0.414978 loss: 1.727269 eta: 1 day, 5:01:21 batch_cost: 0.9712 data_cost: 0.0008 ips: 49.4218 images/s [03/13 03:21:37] ppdet.engine INFO: Epoch: [125] [440/610] learning_rate: 0.150530 loss_vfl: 0.931489 loss_bbox: 0.402209 loss_dfl: 0.416686 loss: 1.748039 eta: 1 day, 5:01:02 batch_cost: 1.0299 data_cost: 0.0004 ips: 46.6074 images/s [03/13 03:21:58] ppdet.engine INFO: Epoch: [125] [460/610] learning_rate: 0.150490 loss_vfl: 0.887437 loss_bbox: 0.379362 loss_dfl: 0.389787 loss: 1.658187 eta: 1 day, 5:00:43 batch_cost: 0.9830 data_cost: 0.0004 ips: 48.8320 images/s [03/13 03:22:19] ppdet.engine INFO: Epoch: [125] [480/610] learning_rate: 0.150450 loss_vfl: 0.943078 loss_bbox: 0.418352 loss_dfl: 0.411988 loss: 1.789704 eta: 1 day, 5:00:21 batch_cost: 0.9096 data_cost: 0.0005 ips: 52.7732 images/s [03/13 03:22:41] ppdet.engine INFO: Epoch: [125] [500/610] learning_rate: 0.150410 loss_vfl: 0.877324 loss_bbox: 0.385913 loss_dfl: 0.392989 loss: 1.654333 eta: 1 day, 5:00:01 batch_cost: 0.9564 data_cost: 0.0012 ips: 50.1884 images/s [03/13 03:23:01] ppdet.engine INFO: Epoch: [125] [520/610] learning_rate: 0.150370 loss_vfl: 0.901749 loss_bbox: 0.396530 loss_dfl: 0.392414 loss: 1.686143 eta: 1 day, 4:59:37 batch_cost: 0.8577 data_cost: 0.0004 ips: 55.9644 images/s [03/13 03:23:24] ppdet.engine INFO: Epoch: [125] [540/610] learning_rate: 0.150330 loss_vfl: 0.950736 loss_bbox: 0.428570 loss_dfl: 0.424972 loss: 1.799940 eta: 1 day, 4:59:19 batch_cost: 1.0249 data_cost: 0.0004 ips: 46.8351 images/s [03/13 03:23:45] ppdet.engine INFO: Epoch: [125] [560/610] learning_rate: 0.150290 loss_vfl: 0.944104 loss_bbox: 0.417576 loss_dfl: 0.415877 loss: 1.787891 eta: 1 day, 4:58:58 batch_cost: 0.9410 data_cost: 0.0170 ips: 51.0095 images/s [03/13 03:24:06] ppdet.engine INFO: Epoch: [125] [580/610] learning_rate: 0.150250 loss_vfl: 0.904991 loss_bbox: 0.412691 loss_dfl: 0.404961 loss: 1.730503 eta: 1 day, 4:58:35 batch_cost: 0.8604 data_cost: 0.0009 ips: 55.7909 images/s [03/13 03:24:27] ppdet.engine INFO: Epoch: [125] [600/610] learning_rate: 0.150210 loss_vfl: 0.919732 loss_bbox: 0.407227 loss_dfl: 0.398634 loss: 1.728850 eta: 1 day, 4:58:15 batch_cost: 0.9651 data_cost: 0.0005 ips: 49.7381 images/s [03/13 03:24:48] ppdet.engine INFO: Epoch: [126] [ 0/610] learning_rate: 0.150190 loss_vfl: 0.899629 loss_bbox: 0.396817 loss_dfl: 0.393434 loss: 1.709332 eta: 1 day, 4:58:15 batch_cost: 1.3078 data_cost: 0.4486 ips: 36.7029 images/s [03/13 03:25:13] ppdet.engine INFO: Epoch: [126] [ 20/610] learning_rate: 0.150150 loss_vfl: 0.907479 loss_bbox: 0.380209 loss_dfl: 0.386975 loss: 1.669831 eta: 1 day, 4:57:59 batch_cost: 1.1154 data_cost: 0.0004 ips: 43.0327 images/s [03/13 03:25:35] ppdet.engine INFO: Epoch: [126] [ 40/610] learning_rate: 0.150111 loss_vfl: 0.835493 loss_bbox: 0.356236 loss_dfl: 0.363725 loss: 1.554035 eta: 1 day, 4:57:40 batch_cost: 1.0127 data_cost: 0.0004 ips: 47.3963 images/s [03/13 03:25:56] ppdet.engine INFO: Epoch: [126] [ 60/610] learning_rate: 0.150071 loss_vfl: 0.980658 loss_bbox: 0.424905 loss_dfl: 0.425370 loss: 1.824750 eta: 1 day, 4:57:20 batch_cost: 0.9860 data_cost: 0.0004 ips: 48.6821 images/s [03/13 03:26:18] ppdet.engine INFO: Epoch: [126] [ 80/610] learning_rate: 0.150031 loss_vfl: 0.897088 loss_bbox: 0.396520 loss_dfl: 0.404729 loss: 1.741315 eta: 1 day, 4:57:00 batch_cost: 0.9657 data_cost: 0.0004 ips: 49.7026 images/s [03/13 03:26:38] ppdet.engine INFO: Epoch: [126] [100/610] learning_rate: 0.149991 loss_vfl: 0.885538 loss_bbox: 0.408331 loss_dfl: 0.404189 loss: 1.685892 eta: 1 day, 4:56:38 batch_cost: 0.8790 data_cost: 0.0006 ips: 54.6094 images/s [03/13 03:27:00] ppdet.engine INFO: Epoch: [126] [120/610] learning_rate: 0.149951 loss_vfl: 0.886588 loss_bbox: 0.378363 loss_dfl: 0.388184 loss: 1.643377 eta: 1 day, 4:56:16 batch_cost: 0.8907 data_cost: 0.0004 ips: 53.8886 images/s [03/13 03:27:22] ppdet.engine INFO: Epoch: [126] [140/610] learning_rate: 0.149911 loss_vfl: 0.913972 loss_bbox: 0.427016 loss_dfl: 0.415563 loss: 1.765465 eta: 1 day, 4:55:55 batch_cost: 0.9426 data_cost: 0.0005 ips: 50.9242 images/s [03/13 03:27:43] ppdet.engine INFO: Epoch: [126] [160/610] learning_rate: 0.149871 loss_vfl: 0.893169 loss_bbox: 0.402574 loss_dfl: 0.392681 loss: 1.670746 eta: 1 day, 4:55:32 batch_cost: 0.8808 data_cost: 0.0004 ips: 54.4935 images/s [03/13 03:28:04] ppdet.engine INFO: Epoch: [126] [180/610] learning_rate: 0.149831 loss_vfl: 0.899306 loss_bbox: 0.396601 loss_dfl: 0.404267 loss: 1.695965 eta: 1 day, 4:55:12 batch_cost: 0.9557 data_cost: 0.0004 ips: 50.2227 images/s [03/13 03:28:26] ppdet.engine INFO: Epoch: [126] [200/610] learning_rate: 0.149791 loss_vfl: 0.888528 loss_bbox: 0.413915 loss_dfl: 0.408126 loss: 1.713723 eta: 1 day, 4:54:52 batch_cost: 0.9642 data_cost: 0.0004 ips: 49.7825 images/s [03/13 03:28:49] ppdet.engine INFO: Epoch: [126] [220/610] learning_rate: 0.149751 loss_vfl: 0.916862 loss_bbox: 0.415806 loss_dfl: 0.407430 loss: 1.736289 eta: 1 day, 4:54:33 batch_cost: 0.9990 data_cost: 0.0005 ips: 48.0479 images/s [03/13 03:29:10] ppdet.engine INFO: Epoch: [126] [240/610] learning_rate: 0.149711 loss_vfl: 0.897017 loss_bbox: 0.392944 loss_dfl: 0.401005 loss: 1.687958 eta: 1 day, 4:54:13 batch_cost: 0.9722 data_cost: 0.0008 ips: 49.3718 images/s [03/13 03:29:31] ppdet.engine INFO: Epoch: [126] [260/610] learning_rate: 0.149671 loss_vfl: 0.924597 loss_bbox: 0.394837 loss_dfl: 0.398079 loss: 1.744569 eta: 1 day, 4:53:52 batch_cost: 0.9402 data_cost: 0.0012 ips: 51.0518 images/s [03/13 03:29:52] ppdet.engine INFO: Epoch: [126] [280/610] learning_rate: 0.149631 loss_vfl: 0.955487 loss_bbox: 0.421230 loss_dfl: 0.420425 loss: 1.795189 eta: 1 day, 4:53:31 batch_cost: 0.9487 data_cost: 0.0008 ips: 50.5957 images/s [03/13 03:30:14] ppdet.engine INFO: Epoch: [126] [300/610] learning_rate: 0.149591 loss_vfl: 0.919606 loss_bbox: 0.389877 loss_dfl: 0.392745 loss: 1.684521 eta: 1 day, 4:53:11 batch_cost: 0.9516 data_cost: 0.0004 ips: 50.4430 images/s [03/13 03:30:35] ppdet.engine INFO: Epoch: [126] [320/610] learning_rate: 0.149551 loss_vfl: 0.853206 loss_bbox: 0.390426 loss_dfl: 0.385769 loss: 1.628767 eta: 1 day, 4:52:50 batch_cost: 0.9476 data_cost: 0.0004 ips: 50.6549 images/s [03/13 03:30:56] ppdet.engine INFO: Epoch: [126] [340/610] learning_rate: 0.149511 loss_vfl: 0.879050 loss_bbox: 0.376422 loss_dfl: 0.390813 loss: 1.648535 eta: 1 day, 4:52:28 batch_cost: 0.8980 data_cost: 0.0004 ips: 53.4551 images/s [03/13 03:31:18] ppdet.engine INFO: Epoch: [126] [360/610] learning_rate: 0.149471 loss_vfl: 0.894787 loss_bbox: 0.377904 loss_dfl: 0.402431 loss: 1.683881 eta: 1 day, 4:52:10 batch_cost: 1.0323 data_cost: 0.0004 ips: 46.4976 images/s [03/13 03:31:40] ppdet.engine INFO: Epoch: [126] [380/610] learning_rate: 0.149431 loss_vfl: 0.913487 loss_bbox: 0.399233 loss_dfl: 0.397238 loss: 1.708589 eta: 1 day, 4:51:48 batch_cost: 0.9085 data_cost: 0.0004 ips: 52.8342 images/s [03/13 03:32:02] ppdet.engine INFO: Epoch: [126] [400/610] learning_rate: 0.149391 loss_vfl: 0.902403 loss_bbox: 0.416143 loss_dfl: 0.404657 loss: 1.735758 eta: 1 day, 4:51:29 batch_cost: 0.9801 data_cost: 0.0005 ips: 48.9764 images/s [03/13 03:32:23] ppdet.engine INFO: Epoch: [126] [420/610] learning_rate: 0.149351 loss_vfl: 0.924127 loss_bbox: 0.415393 loss_dfl: 0.404821 loss: 1.748030 eta: 1 day, 4:51:08 batch_cost: 0.9514 data_cost: 0.0004 ips: 50.4532 images/s [03/13 03:32:45] ppdet.engine INFO: Epoch: [126] [440/610] learning_rate: 0.149311 loss_vfl: 0.942537 loss_bbox: 0.419726 loss_dfl: 0.415788 loss: 1.777979 eta: 1 day, 4:50:47 batch_cost: 0.9257 data_cost: 0.0042 ips: 51.8506 images/s [03/13 03:33:05] ppdet.engine INFO: Epoch: [126] [460/610] learning_rate: 0.149271 loss_vfl: 0.926846 loss_bbox: 0.420233 loss_dfl: 0.417286 loss: 1.769418 eta: 1 day, 4:50:25 batch_cost: 0.9161 data_cost: 0.0004 ips: 52.3950 images/s [03/13 03:33:28] ppdet.engine INFO: Epoch: [126] [480/610] learning_rate: 0.149231 loss_vfl: 0.897703 loss_bbox: 0.415752 loss_dfl: 0.401335 loss: 1.710017 eta: 1 day, 4:50:05 batch_cost: 0.9445 data_cost: 0.0004 ips: 50.8206 images/s [03/13 03:33:50] ppdet.engine INFO: Epoch: [126] [500/610] learning_rate: 0.149191 loss_vfl: 0.894501 loss_bbox: 0.386631 loss_dfl: 0.386477 loss: 1.669949 eta: 1 day, 4:49:44 batch_cost: 0.9497 data_cost: 0.0004 ips: 50.5420 images/s [03/13 03:34:11] ppdet.engine INFO: Epoch: [126] [520/610] learning_rate: 0.149151 loss_vfl: 0.923339 loss_bbox: 0.411826 loss_dfl: 0.405880 loss: 1.710878 eta: 1 day, 4:49:20 batch_cost: 0.8018 data_cost: 0.0013 ips: 59.8687 images/s [03/13 03:34:32] ppdet.engine INFO: Epoch: [126] [540/610] learning_rate: 0.149111 loss_vfl: 0.927865 loss_bbox: 0.398210 loss_dfl: 0.404185 loss: 1.736830 eta: 1 day, 4:48:58 batch_cost: 0.9109 data_cost: 0.0011 ips: 52.6968 images/s [03/13 03:34:54] ppdet.engine INFO: Epoch: [126] [560/610] learning_rate: 0.149071 loss_vfl: 0.954684 loss_bbox: 0.425883 loss_dfl: 0.422811 loss: 1.822224 eta: 1 day, 4:48:37 batch_cost: 0.9532 data_cost: 0.0005 ips: 50.3563 images/s [03/13 03:35:16] ppdet.engine INFO: Epoch: [126] [580/610] learning_rate: 0.149031 loss_vfl: 0.935680 loss_bbox: 0.433919 loss_dfl: 0.421804 loss: 1.790784 eta: 1 day, 4:48:17 batch_cost: 0.9437 data_cost: 0.0006 ips: 50.8613 images/s [03/13 03:35:37] ppdet.engine INFO: Epoch: [126] [600/610] learning_rate: 0.148991 loss_vfl: 0.904634 loss_bbox: 0.382217 loss_dfl: 0.388352 loss: 1.666368 eta: 1 day, 4:47:54 batch_cost: 0.8590 data_cost: 0.0010 ips: 55.8790 images/s [03/13 03:35:57] ppdet.engine INFO: Epoch: [127] [ 0/610] learning_rate: 0.148971 loss_vfl: 0.892480 loss_bbox: 0.381345 loss_dfl: 0.384632 loss: 1.641716 eta: 1 day, 4:47:52 batch_cost: 1.2238 data_cost: 0.3852 ips: 39.2208 images/s [03/13 03:36:23] ppdet.engine INFO: Epoch: [127] [ 20/610] learning_rate: 0.148931 loss_vfl: 0.926741 loss_bbox: 0.429484 loss_dfl: 0.427288 loss: 1.802600 eta: 1 day, 4:47:38 batch_cost: 1.1939 data_cost: 0.0005 ips: 40.2047 images/s [03/13 03:36:46] ppdet.engine INFO: Epoch: [127] [ 40/610] learning_rate: 0.148890 loss_vfl: 0.888499 loss_bbox: 0.411850 loss_dfl: 0.390708 loss: 1.677079 eta: 1 day, 4:47:21 batch_cost: 1.0666 data_cost: 0.0004 ips: 45.0046 images/s [03/13 03:37:07] ppdet.engine INFO: Epoch: [127] [ 60/610] learning_rate: 0.148850 loss_vfl: 0.921839 loss_bbox: 0.423292 loss_dfl: 0.414452 loss: 1.761312 eta: 1 day, 4:46:58 batch_cost: 0.8789 data_cost: 0.0004 ips: 54.6153 images/s [03/13 03:37:28] ppdet.engine INFO: Epoch: [127] [ 80/610] learning_rate: 0.148810 loss_vfl: 0.949755 loss_bbox: 0.439579 loss_dfl: 0.423838 loss: 1.835467 eta: 1 day, 4:46:35 batch_cost: 0.8468 data_cost: 0.0005 ips: 56.6843 images/s [03/13 03:37:50] ppdet.engine INFO: Epoch: [127] [100/610] learning_rate: 0.148770 loss_vfl: 0.984115 loss_bbox: 0.430371 loss_dfl: 0.420149 loss: 1.843803 eta: 1 day, 4:46:17 batch_cost: 1.0587 data_cost: 0.0004 ips: 45.3386 images/s [03/13 03:38:10] ppdet.engine INFO: Epoch: [127] [120/610] learning_rate: 0.148730 loss_vfl: 0.884353 loss_bbox: 0.401297 loss_dfl: 0.394285 loss: 1.661071 eta: 1 day, 4:45:55 batch_cost: 0.8986 data_cost: 0.0004 ips: 53.4145 images/s [03/13 03:38:32] ppdet.engine INFO: Epoch: [127] [140/610] learning_rate: 0.148690 loss_vfl: 0.913303 loss_bbox: 0.407344 loss_dfl: 0.391689 loss: 1.679350 eta: 1 day, 4:45:35 batch_cost: 0.9521 data_cost: 0.0004 ips: 50.4123 images/s [03/13 03:38:53] ppdet.engine INFO: Epoch: [127] [160/610] learning_rate: 0.148650 loss_vfl: 0.881917 loss_bbox: 0.404569 loss_dfl: 0.394653 loss: 1.674464 eta: 1 day, 4:45:16 batch_cost: 0.9991 data_cost: 0.0004 ips: 48.0453 images/s [03/13 03:39:15] ppdet.engine INFO: Epoch: [127] [180/610] learning_rate: 0.148610 loss_vfl: 0.891211 loss_bbox: 0.396165 loss_dfl: 0.411653 loss: 1.711374 eta: 1 day, 4:44:56 batch_cost: 0.9949 data_cost: 0.0004 ips: 48.2457 images/s [03/13 03:39:36] ppdet.engine INFO: Epoch: [127] [200/610] learning_rate: 0.148570 loss_vfl: 1.004981 loss_bbox: 0.443252 loss_dfl: 0.434431 loss: 1.909937 eta: 1 day, 4:44:36 batch_cost: 0.9610 data_cost: 0.0004 ips: 49.9460 images/s [03/13 03:39:58] ppdet.engine INFO: Epoch: [127] [220/610] learning_rate: 0.148530 loss_vfl: 0.897590 loss_bbox: 0.401490 loss_dfl: 0.393665 loss: 1.705983 eta: 1 day, 4:44:16 batch_cost: 0.9463 data_cost: 0.0005 ips: 50.7241 images/s [03/13 03:40:19] ppdet.engine INFO: Epoch: [127] [240/610] learning_rate: 0.148490 loss_vfl: 0.925276 loss_bbox: 0.417834 loss_dfl: 0.414129 loss: 1.761849 eta: 1 day, 4:43:54 batch_cost: 0.9285 data_cost: 0.0005 ips: 51.6966 images/s [03/13 03:40:41] ppdet.engine INFO: Epoch: [127] [260/610] learning_rate: 0.148450 loss_vfl: 0.947538 loss_bbox: 0.428800 loss_dfl: 0.423618 loss: 1.817944 eta: 1 day, 4:43:35 batch_cost: 1.0065 data_cost: 0.0004 ips: 47.6897 images/s [03/13 03:41:03] ppdet.engine INFO: Epoch: [127] [280/610] learning_rate: 0.148410 loss_vfl: 0.893705 loss_bbox: 0.400736 loss_dfl: 0.401560 loss: 1.683732 eta: 1 day, 4:43:18 batch_cost: 1.0511 data_cost: 0.0004 ips: 45.6650 images/s [03/13 03:41:25] ppdet.engine INFO: Epoch: [127] [300/610] learning_rate: 0.148369 loss_vfl: 0.920957 loss_bbox: 0.412440 loss_dfl: 0.391830 loss: 1.710328 eta: 1 day, 4:42:57 batch_cost: 0.9362 data_cost: 0.0005 ips: 51.2709 images/s [03/13 03:41:46] ppdet.engine INFO: Epoch: [127] [320/610] learning_rate: 0.148329 loss_vfl: 0.932466 loss_bbox: 0.407777 loss_dfl: 0.398653 loss: 1.743739 eta: 1 day, 4:42:36 batch_cost: 0.9437 data_cost: 0.0004 ips: 50.8639 images/s [03/13 03:42:08] ppdet.engine INFO: Epoch: [127] [340/610] learning_rate: 0.148289 loss_vfl: 0.938118 loss_bbox: 0.408293 loss_dfl: 0.400383 loss: 1.734170 eta: 1 day, 4:42:18 batch_cost: 1.0482 data_cost: 0.0006 ips: 45.7946 images/s [03/13 03:42:29] ppdet.engine INFO: Epoch: [127] [360/610] learning_rate: 0.148249 loss_vfl: 0.882438 loss_bbox: 0.391599 loss_dfl: 0.394147 loss: 1.664873 eta: 1 day, 4:41:56 batch_cost: 0.8979 data_cost: 0.0004 ips: 53.4565 images/s [03/13 03:42:51] ppdet.engine INFO: Epoch: [127] [380/610] learning_rate: 0.148209 loss_vfl: 0.956966 loss_bbox: 0.417971 loss_dfl: 0.418021 loss: 1.799100 eta: 1 day, 4:41:37 batch_cost: 0.9866 data_cost: 0.0006 ips: 48.6503 images/s [03/13 03:43:12] ppdet.engine INFO: Epoch: [127] [400/610] learning_rate: 0.148169 loss_vfl: 0.864549 loss_bbox: 0.388231 loss_dfl: 0.398825 loss: 1.695430 eta: 1 day, 4:41:15 batch_cost: 0.9135 data_cost: 0.0005 ips: 52.5453 images/s [03/13 03:43:34] ppdet.engine INFO: Epoch: [127] [420/610] learning_rate: 0.148129 loss_vfl: 0.876850 loss_bbox: 0.381221 loss_dfl: 0.374368 loss: 1.621953 eta: 1 day, 4:40:54 batch_cost: 0.9428 data_cost: 0.0004 ips: 50.9100 images/s [03/13 03:43:56] ppdet.engine INFO: Epoch: [127] [440/610] learning_rate: 0.148089 loss_vfl: 0.913814 loss_bbox: 0.414227 loss_dfl: 0.402724 loss: 1.718310 eta: 1 day, 4:40:34 batch_cost: 0.9678 data_cost: 0.0004 ips: 49.5964 images/s [03/13 03:44:18] ppdet.engine INFO: Epoch: [127] [460/610] learning_rate: 0.148049 loss_vfl: 0.906036 loss_bbox: 0.393776 loss_dfl: 0.391661 loss: 1.691462 eta: 1 day, 4:40:15 batch_cost: 0.9864 data_cost: 0.0004 ips: 48.6593 images/s [03/13 03:44:37] ppdet.engine INFO: Epoch: [127] [480/610] learning_rate: 0.148008 loss_vfl: 0.900992 loss_bbox: 0.381322 loss_dfl: 0.387024 loss: 1.672699 eta: 1 day, 4:39:52 batch_cost: 0.8622 data_cost: 0.0006 ips: 55.6697 images/s [03/13 03:45:00] ppdet.engine INFO: Epoch: [127] [500/610] learning_rate: 0.147968 loss_vfl: 0.972353 loss_bbox: 0.426735 loss_dfl: 0.419357 loss: 1.823575 eta: 1 day, 4:39:33 batch_cost: 1.0173 data_cost: 0.0004 ips: 47.1815 images/s [03/13 03:45:21] ppdet.engine INFO: Epoch: [127] [520/610] learning_rate: 0.147928 loss_vfl: 0.918737 loss_bbox: 0.408222 loss_dfl: 0.404861 loss: 1.739587 eta: 1 day, 4:39:13 batch_cost: 0.9497 data_cost: 0.0005 ips: 50.5416 images/s [03/13 03:45:43] ppdet.engine INFO: Epoch: [127] [540/610] learning_rate: 0.147888 loss_vfl: 0.896892 loss_bbox: 0.390186 loss_dfl: 0.394623 loss: 1.671777 eta: 1 day, 4:38:54 batch_cost: 1.0240 data_cost: 0.0004 ips: 46.8770 images/s [03/13 03:46:04] ppdet.engine INFO: Epoch: [127] [560/610] learning_rate: 0.147848 loss_vfl: 0.937420 loss_bbox: 0.387789 loss_dfl: 0.409275 loss: 1.724072 eta: 1 day, 4:38:34 batch_cost: 0.9758 data_cost: 0.0004 ips: 49.1918 images/s [03/13 03:46:26] ppdet.engine INFO: Epoch: [127] [580/610] learning_rate: 0.147808 loss_vfl: 0.909575 loss_bbox: 0.418100 loss_dfl: 0.413517 loss: 1.746827 eta: 1 day, 4:38:14 batch_cost: 0.9540 data_cost: 0.0008 ips: 50.3139 images/s [03/13 03:46:46] ppdet.engine INFO: Epoch: [127] [600/610] learning_rate: 0.147768 loss_vfl: 0.927820 loss_bbox: 0.407643 loss_dfl: 0.401282 loss: 1.739429 eta: 1 day, 4:37:53 batch_cost: 0.9170 data_cost: 0.0005 ips: 52.3456 images/s [03/13 03:47:07] ppdet.engine INFO: Epoch: [128] [ 0/610] learning_rate: 0.147748 loss_vfl: 0.889854 loss_bbox: 0.409618 loss_dfl: 0.397022 loss: 1.686833 eta: 1 day, 4:37:52 batch_cost: 1.2462 data_cost: 0.3446 ips: 38.5183 images/s [03/13 03:47:32] ppdet.engine INFO: Epoch: [128] [ 20/610] learning_rate: 0.147707 loss_vfl: 0.905512 loss_bbox: 0.384222 loss_dfl: 0.393933 loss: 1.674926 eta: 1 day, 4:37:36 batch_cost: 1.1452 data_cost: 0.0004 ips: 41.9128 images/s [03/13 03:47:54] ppdet.engine INFO: Epoch: [128] [ 40/610] learning_rate: 0.147667 loss_vfl: 0.927051 loss_bbox: 0.418361 loss_dfl: 0.414707 loss: 1.735408 eta: 1 day, 4:37:17 batch_cost: 0.9837 data_cost: 0.0004 ips: 48.7973 images/s [03/13 03:48:16] ppdet.engine INFO: Epoch: [128] [ 60/610] learning_rate: 0.147627 loss_vfl: 0.906102 loss_bbox: 0.382222 loss_dfl: 0.389319 loss: 1.701123 eta: 1 day, 4:36:59 batch_cost: 1.0407 data_cost: 0.0004 ips: 46.1227 images/s [03/13 03:48:37] ppdet.engine INFO: Epoch: [128] [ 80/610] learning_rate: 0.147587 loss_vfl: 0.889372 loss_bbox: 0.396384 loss_dfl: 0.400922 loss: 1.672908 eta: 1 day, 4:36:38 batch_cost: 0.9406 data_cost: 0.0012 ips: 51.0314 images/s [03/13 03:48:58] ppdet.engine INFO: Epoch: [128] [100/610] learning_rate: 0.147547 loss_vfl: 0.864994 loss_bbox: 0.402954 loss_dfl: 0.392511 loss: 1.672541 eta: 1 day, 4:36:16 batch_cost: 0.9002 data_cost: 0.0010 ips: 53.3188 images/s [03/13 03:49:20] ppdet.engine INFO: Epoch: [128] [120/610] learning_rate: 0.147507 loss_vfl: 0.908518 loss_bbox: 0.410960 loss_dfl: 0.396940 loss: 1.722628 eta: 1 day, 4:35:56 batch_cost: 0.9537 data_cost: 0.0004 ips: 50.3309 images/s [03/13 03:49:41] ppdet.engine INFO: Epoch: [128] [140/610] learning_rate: 0.147466 loss_vfl: 0.873821 loss_bbox: 0.373610 loss_dfl: 0.388099 loss: 1.664936 eta: 1 day, 4:35:34 batch_cost: 0.9174 data_cost: 0.0011 ips: 52.3217 images/s [03/13 03:50:03] ppdet.engine INFO: Epoch: [128] [160/610] learning_rate: 0.147426 loss_vfl: 0.906741 loss_bbox: 0.399437 loss_dfl: 0.407005 loss: 1.726658 eta: 1 day, 4:35:14 batch_cost: 0.9704 data_cost: 0.0004 ips: 49.4623 images/s [03/13 03:50:23] ppdet.engine INFO: Epoch: [128] [180/610] learning_rate: 0.147386 loss_vfl: 0.971426 loss_bbox: 0.438592 loss_dfl: 0.420770 loss: 1.811527 eta: 1 day, 4:34:53 batch_cost: 0.9367 data_cost: 0.0004 ips: 51.2459 images/s [03/13 03:50:45] ppdet.engine INFO: Epoch: [128] [200/610] learning_rate: 0.147346 loss_vfl: 0.917688 loss_bbox: 0.399800 loss_dfl: 0.399880 loss: 1.712634 eta: 1 day, 4:34:33 batch_cost: 0.9430 data_cost: 0.0004 ips: 50.9010 images/s [03/13 03:51:06] ppdet.engine INFO: Epoch: [128] [220/610] learning_rate: 0.147306 loss_vfl: 0.920047 loss_bbox: 0.412359 loss_dfl: 0.403632 loss: 1.738998 eta: 1 day, 4:34:13 batch_cost: 0.9645 data_cost: 0.0004 ips: 49.7655 images/s [03/13 03:51:28] ppdet.engine INFO: Epoch: [128] [240/610] learning_rate: 0.147265 loss_vfl: 0.920102 loss_bbox: 0.396921 loss_dfl: 0.399379 loss: 1.699550 eta: 1 day, 4:33:53 batch_cost: 0.9872 data_cost: 0.0004 ips: 48.6234 images/s [03/13 03:51:48] ppdet.engine INFO: Epoch: [128] [260/610] learning_rate: 0.147225 loss_vfl: 0.942103 loss_bbox: 0.420073 loss_dfl: 0.414092 loss: 1.765200 eta: 1 day, 4:33:32 batch_cost: 0.9126 data_cost: 0.0004 ips: 52.5991 images/s [03/13 03:52:09] ppdet.engine INFO: Epoch: [128] [280/610] learning_rate: 0.147185 loss_vfl: 0.900736 loss_bbox: 0.411825 loss_dfl: 0.397837 loss: 1.718721 eta: 1 day, 4:33:11 batch_cost: 0.9431 data_cost: 0.0004 ips: 50.8971 images/s [03/13 03:52:29] ppdet.engine INFO: Epoch: [128] [300/610] learning_rate: 0.147145 loss_vfl: 0.874577 loss_bbox: 0.390451 loss_dfl: 0.392114 loss: 1.623323 eta: 1 day, 4:32:50 batch_cost: 0.9317 data_cost: 0.0004 ips: 51.5171 images/s [03/13 03:52:50] ppdet.engine INFO: Epoch: [128] [320/610] learning_rate: 0.147105 loss_vfl: 0.896440 loss_bbox: 0.403941 loss_dfl: 0.398733 loss: 1.706705 eta: 1 day, 4:32:30 batch_cost: 0.9863 data_cost: 0.0005 ips: 48.6652 images/s [03/13 03:53:13] ppdet.engine INFO: Epoch: [128] [340/610] learning_rate: 0.147064 loss_vfl: 0.904077 loss_bbox: 0.402617 loss_dfl: 0.399769 loss: 1.707526 eta: 1 day, 4:32:12 batch_cost: 1.0281 data_cost: 0.0004 ips: 46.6899 images/s [03/13 03:53:33] ppdet.engine INFO: Epoch: [128] [360/610] learning_rate: 0.147024 loss_vfl: 0.907212 loss_bbox: 0.393652 loss_dfl: 0.398477 loss: 1.683437 eta: 1 day, 4:31:50 batch_cost: 0.9057 data_cost: 0.0004 ips: 52.9964 images/s [03/13 03:53:55] ppdet.engine INFO: Epoch: [128] [380/610] learning_rate: 0.146984 loss_vfl: 0.900257 loss_bbox: 0.401002 loss_dfl: 0.406044 loss: 1.734637 eta: 1 day, 4:31:28 batch_cost: 0.8766 data_cost: 0.0004 ips: 54.7554 images/s [03/13 03:54:17] ppdet.engine INFO: Epoch: [128] [400/610] learning_rate: 0.146944 loss_vfl: 0.888348 loss_bbox: 0.394218 loss_dfl: 0.395650 loss: 1.685170 eta: 1 day, 4:31:09 batch_cost: 1.0013 data_cost: 0.0004 ips: 47.9393 images/s [03/13 03:54:38] ppdet.engine INFO: Epoch: [128] [420/610] learning_rate: 0.146904 loss_vfl: 0.890427 loss_bbox: 0.387887 loss_dfl: 0.393123 loss: 1.679700 eta: 1 day, 4:30:49 batch_cost: 0.9680 data_cost: 0.0004 ips: 49.5885 images/s [03/13 03:55:00] ppdet.engine INFO: Epoch: [128] [440/610] learning_rate: 0.146863 loss_vfl: 0.952563 loss_bbox: 0.401801 loss_dfl: 0.410495 loss: 1.751749 eta: 1 day, 4:30:28 batch_cost: 0.9373 data_cost: 0.0010 ips: 51.2087 images/s [03/13 03:55:22] ppdet.engine INFO: Epoch: [128] [460/610] learning_rate: 0.146823 loss_vfl: 0.942543 loss_bbox: 0.434371 loss_dfl: 0.420543 loss: 1.801273 eta: 1 day, 4:30:08 batch_cost: 0.9719 data_cost: 0.0004 ips: 49.3893 images/s [03/13 03:55:44] ppdet.engine INFO: Epoch: [128] [480/610] learning_rate: 0.146783 loss_vfl: 0.938058 loss_bbox: 0.409751 loss_dfl: 0.405392 loss: 1.755182 eta: 1 day, 4:29:47 batch_cost: 0.9405 data_cost: 0.0010 ips: 51.0370 images/s [03/13 03:56:05] ppdet.engine INFO: Epoch: [128] [500/610] learning_rate: 0.146743 loss_vfl: 0.864505 loss_bbox: 0.367315 loss_dfl: 0.371075 loss: 1.588872 eta: 1 day, 4:29:26 batch_cost: 0.9239 data_cost: 0.0004 ips: 51.9513 images/s [03/13 03:56:26] ppdet.engine INFO: Epoch: [128] [520/610] learning_rate: 0.146703 loss_vfl: 0.937044 loss_bbox: 0.408132 loss_dfl: 0.402621 loss: 1.765163 eta: 1 day, 4:29:06 batch_cost: 0.9771 data_cost: 0.0004 ips: 49.1261 images/s [03/13 03:56:49] ppdet.engine INFO: Epoch: [128] [540/610] learning_rate: 0.146662 loss_vfl: 0.862695 loss_bbox: 0.382392 loss_dfl: 0.375503 loss: 1.613287 eta: 1 day, 4:28:46 batch_cost: 0.9586 data_cost: 0.0004 ips: 50.0706 images/s [03/13 03:57:11] ppdet.engine INFO: Epoch: [128] [560/610] learning_rate: 0.146622 loss_vfl: 0.909802 loss_bbox: 0.405620 loss_dfl: 0.408535 loss: 1.727587 eta: 1 day, 4:28:26 batch_cost: 0.9674 data_cost: 0.0004 ips: 49.6180 images/s [03/13 03:57:32] ppdet.engine INFO: Epoch: [128] [580/610] learning_rate: 0.146582 loss_vfl: 0.910025 loss_bbox: 0.417481 loss_dfl: 0.415178 loss: 1.758905 eta: 1 day, 4:28:06 batch_cost: 0.9671 data_cost: 0.0004 ips: 49.6344 images/s [03/13 03:57:52] ppdet.engine INFO: Epoch: [128] [600/610] learning_rate: 0.146542 loss_vfl: 0.926399 loss_bbox: 0.423140 loss_dfl: 0.405361 loss: 1.753982 eta: 1 day, 4:27:45 batch_cost: 0.9552 data_cost: 0.0005 ips: 50.2514 images/s [03/13 03:58:15] ppdet.engine INFO: Epoch: [129] [ 0/610] learning_rate: 0.146521 loss_vfl: 0.917483 loss_bbox: 0.391524 loss_dfl: 0.394805 loss: 1.702927 eta: 1 day, 4:27:48 batch_cost: 1.3712 data_cost: 0.5441 ips: 35.0069 images/s [03/13 03:58:39] ppdet.engine INFO: Epoch: [129] [ 20/610] learning_rate: 0.146481 loss_vfl: 0.952917 loss_bbox: 0.418365 loss_dfl: 0.413016 loss: 1.790119 eta: 1 day, 4:27:30 batch_cost: 1.0636 data_cost: 0.0004 ips: 45.1279 images/s [03/13 03:59:01] ppdet.engine INFO: Epoch: [129] [ 40/610] learning_rate: 0.146441 loss_vfl: 0.864300 loss_bbox: 0.391165 loss_dfl: 0.393516 loss: 1.655270 eta: 1 day, 4:27:11 batch_cost: 0.9895 data_cost: 0.0004 ips: 48.5111 images/s [03/13 03:59:23] ppdet.engine INFO: Epoch: [129] [ 60/610] learning_rate: 0.146401 loss_vfl: 0.909527 loss_bbox: 0.399033 loss_dfl: 0.401714 loss: 1.696965 eta: 1 day, 4:26:50 batch_cost: 0.9585 data_cost: 0.0004 ips: 50.0799 images/s [03/13 03:59:45] ppdet.engine INFO: Epoch: [129] [ 80/610] learning_rate: 0.146360 loss_vfl: 0.913161 loss_bbox: 0.398787 loss_dfl: 0.396859 loss: 1.730705 eta: 1 day, 4:26:31 batch_cost: 0.9937 data_cost: 0.0004 ips: 48.3036 images/s [03/13 04:00:06] ppdet.engine INFO: Epoch: [129] [100/610] learning_rate: 0.146320 loss_vfl: 0.920912 loss_bbox: 0.394966 loss_dfl: 0.399289 loss: 1.711955 eta: 1 day, 4:26:10 batch_cost: 0.9112 data_cost: 0.0004 ips: 52.6783 images/s [03/13 04:00:28] ppdet.engine INFO: Epoch: [129] [120/610] learning_rate: 0.146280 loss_vfl: 0.963436 loss_bbox: 0.423340 loss_dfl: 0.431603 loss: 1.819695 eta: 1 day, 4:25:50 batch_cost: 0.9752 data_cost: 0.0016 ips: 49.2210 images/s [03/13 04:00:49] ppdet.engine INFO: Epoch: [129] [140/610] learning_rate: 0.146240 loss_vfl: 0.885953 loss_bbox: 0.379026 loss_dfl: 0.392288 loss: 1.662287 eta: 1 day, 4:25:28 batch_cost: 0.9202 data_cost: 0.0004 ips: 52.1635 images/s [03/13 04:01:11] ppdet.engine INFO: Epoch: [129] [160/610] learning_rate: 0.146199 loss_vfl: 0.961085 loss_bbox: 0.419586 loss_dfl: 0.417591 loss: 1.772071 eta: 1 day, 4:25:09 batch_cost: 0.9778 data_cost: 0.0004 ips: 49.0882 images/s [03/13 04:01:34] ppdet.engine INFO: Epoch: [129] [180/610] learning_rate: 0.146159 loss_vfl: 0.928183 loss_bbox: 0.425858 loss_dfl: 0.407433 loss: 1.725042 eta: 1 day, 4:24:50 batch_cost: 1.0220 data_cost: 0.0004 ips: 46.9651 images/s [03/13 04:01:55] ppdet.engine INFO: Epoch: [129] [200/610] learning_rate: 0.146119 loss_vfl: 0.890401 loss_bbox: 0.415543 loss_dfl: 0.408496 loss: 1.712575 eta: 1 day, 4:24:29 batch_cost: 0.9240 data_cost: 0.0022 ips: 51.9497 images/s [03/13 04:02:16] ppdet.engine INFO: Epoch: [129] [220/610] learning_rate: 0.146079 loss_vfl: 0.967628 loss_bbox: 0.419093 loss_dfl: 0.430262 loss: 1.845641 eta: 1 day, 4:24:08 batch_cost: 0.9388 data_cost: 0.0004 ips: 51.1294 images/s [03/13 04:02:38] ppdet.engine INFO: Epoch: [129] [240/610] learning_rate: 0.146038 loss_vfl: 0.930488 loss_bbox: 0.417440 loss_dfl: 0.403812 loss: 1.751740 eta: 1 day, 4:23:48 batch_cost: 0.9560 data_cost: 0.0008 ips: 50.2079 images/s [03/13 04:02:59] ppdet.engine INFO: Epoch: [129] [260/610] learning_rate: 0.145998 loss_vfl: 0.973398 loss_bbox: 0.421113 loss_dfl: 0.418797 loss: 1.833053 eta: 1 day, 4:23:28 batch_cost: 0.9668 data_cost: 0.0017 ips: 49.6494 images/s [03/13 04:03:21] ppdet.engine INFO: Epoch: [129] [280/610] learning_rate: 0.145958 loss_vfl: 0.949537 loss_bbox: 0.418849 loss_dfl: 0.408946 loss: 1.771598 eta: 1 day, 4:23:06 batch_cost: 0.8874 data_cost: 0.0014 ips: 54.0927 images/s [03/13 04:03:42] ppdet.engine INFO: Epoch: [129] [300/610] learning_rate: 0.145917 loss_vfl: 0.880087 loss_bbox: 0.385562 loss_dfl: 0.377173 loss: 1.655881 eta: 1 day, 4:22:44 batch_cost: 0.9223 data_cost: 0.0004 ips: 52.0434 images/s [03/13 04:04:05] ppdet.engine INFO: Epoch: [129] [320/610] learning_rate: 0.145877 loss_vfl: 0.938974 loss_bbox: 0.417504 loss_dfl: 0.425422 loss: 1.771561 eta: 1 day, 4:22:23 batch_cost: 0.9367 data_cost: 0.0008 ips: 51.2437 images/s [03/13 04:04:25] ppdet.engine INFO: Epoch: [129] [340/610] learning_rate: 0.145837 loss_vfl: 0.901744 loss_bbox: 0.391635 loss_dfl: 0.387578 loss: 1.669013 eta: 1 day, 4:22:02 batch_cost: 0.9130 data_cost: 0.0004 ips: 52.5749 images/s [03/13 04:04:48] ppdet.engine INFO: Epoch: [129] [360/610] learning_rate: 0.145796 loss_vfl: 0.860384 loss_bbox: 0.377154 loss_dfl: 0.367746 loss: 1.617483 eta: 1 day, 4:21:42 batch_cost: 0.9648 data_cost: 0.0005 ips: 49.7508 images/s [03/13 04:05:08] ppdet.engine INFO: Epoch: [129] [380/610] learning_rate: 0.145756 loss_vfl: 0.861646 loss_bbox: 0.380666 loss_dfl: 0.376333 loss: 1.620371 eta: 1 day, 4:21:19 batch_cost: 0.8745 data_cost: 0.0005 ips: 54.8886 images/s [03/13 04:05:29] ppdet.engine INFO: Epoch: [129] [400/610] learning_rate: 0.145716 loss_vfl: 0.906088 loss_bbox: 0.407757 loss_dfl: 0.410169 loss: 1.705837 eta: 1 day, 4:20:59 batch_cost: 0.9667 data_cost: 0.0004 ips: 49.6523 images/s [03/13 04:05:51] ppdet.engine INFO: Epoch: [129] [420/610] learning_rate: 0.145676 loss_vfl: 0.880029 loss_bbox: 0.396931 loss_dfl: 0.391531 loss: 1.688233 eta: 1 day, 4:20:39 batch_cost: 0.9575 data_cost: 0.0004 ips: 50.1290 images/s [03/13 04:06:13] ppdet.engine INFO: Epoch: [129] [440/610] learning_rate: 0.145635 loss_vfl: 0.893075 loss_bbox: 0.405866 loss_dfl: 0.401602 loss: 1.696304 eta: 1 day, 4:20:17 batch_cost: 0.9076 data_cost: 0.0004 ips: 52.8843 images/s [03/13 04:06:34] ppdet.engine INFO: Epoch: [129] [460/610] learning_rate: 0.145595 loss_vfl: 0.918365 loss_bbox: 0.406161 loss_dfl: 0.395640 loss: 1.703531 eta: 1 day, 4:19:57 batch_cost: 0.9583 data_cost: 0.0004 ips: 50.0876 images/s [03/13 04:06:55] ppdet.engine INFO: Epoch: [129] [480/610] learning_rate: 0.145555 loss_vfl: 0.928721 loss_bbox: 0.419964 loss_dfl: 0.407411 loss: 1.753895 eta: 1 day, 4:19:36 batch_cost: 0.9148 data_cost: 0.0004 ips: 52.4718 images/s [03/13 04:07:17] ppdet.engine INFO: Epoch: [129] [500/610] learning_rate: 0.145514 loss_vfl: 0.911840 loss_bbox: 0.400164 loss_dfl: 0.392303 loss: 1.723814 eta: 1 day, 4:19:15 batch_cost: 0.9266 data_cost: 0.0004 ips: 51.8032 images/s [03/13 04:07:39] ppdet.engine INFO: Epoch: [129] [520/610] learning_rate: 0.145474 loss_vfl: 0.928581 loss_bbox: 0.407001 loss_dfl: 0.401527 loss: 1.725260 eta: 1 day, 4:18:55 batch_cost: 0.9667 data_cost: 0.0004 ips: 49.6556 images/s [03/13 04:08:00] ppdet.engine INFO: Epoch: [129] [540/610] learning_rate: 0.145434 loss_vfl: 0.929177 loss_bbox: 0.398851 loss_dfl: 0.412005 loss: 1.762929 eta: 1 day, 4:18:34 batch_cost: 0.9422 data_cost: 0.0005 ips: 50.9464 images/s [03/13 04:08:23] ppdet.engine INFO: Epoch: [129] [560/610] learning_rate: 0.145393 loss_vfl: 0.940088 loss_bbox: 0.400479 loss_dfl: 0.399297 loss: 1.718964 eta: 1 day, 4:18:15 batch_cost: 1.0076 data_cost: 0.0004 ips: 47.6366 images/s [03/13 04:08:45] ppdet.engine INFO: Epoch: [129] [580/610] learning_rate: 0.145353 loss_vfl: 0.951974 loss_bbox: 0.414612 loss_dfl: 0.416977 loss: 1.813748 eta: 1 day, 4:17:56 batch_cost: 0.9982 data_cost: 0.0004 ips: 48.0855 images/s [03/13 04:09:05] ppdet.engine INFO: Epoch: [129] [600/610] learning_rate: 0.145313 loss_vfl: 0.926951 loss_bbox: 0.396020 loss_dfl: 0.410412 loss: 1.737126 eta: 1 day, 4:17:34 batch_cost: 0.8943 data_cost: 0.0005 ips: 53.6758 images/s [03/13 04:09:14] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 04:09:14] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 04:09:14] ppdet.engine INFO: Eval iter: 0 [03/13 04:09:36] ppdet.engine INFO: Eval iter: 100 [03/13 04:09:45] ppdet.engine INFO: Eval iter: 200 [03/13 04:09:53] ppdet.engine INFO: Eval iter: 300 [03/13 04:10:02] ppdet.engine INFO: Eval iter: 400 [03/13 04:10:11] ppdet.engine INFO: Eval iter: 500 [03/13 04:10:19] ppdet.engine INFO: Eval iter: 600 [03/13 04:10:33] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.04s) creating index... index created! [03/13 04:10:34] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.22s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=60.64s). Accumulating evaluation results... DONE (t=12.19s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.361 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.516 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.387 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.149 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.395 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.577 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.306 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.488 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.240 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.763 [03/13 04:11:54] ppdet.engine INFO: Total sample number: 4952, averge FPS: 71.78681007655261 [03/13 04:11:54] ppdet.engine INFO: Best test bbox ap is 0.361. [03/13 04:11:54] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 04:11:54] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 04:11:55] ppdet.engine INFO: Epoch: [130] [ 0/610] learning_rate: 0.145292 loss_vfl: 0.956995 loss_bbox: 0.426204 loss_dfl: 0.414732 loss: 1.778725 eta: 1 day, 4:17:17 batch_cost: 0.6683 data_cost: 0.0004 ips: 71.8229 images/s [03/13 04:12:19] ppdet.engine INFO: Epoch: [130] [ 20/610] learning_rate: 0.145252 loss_vfl: 0.862932 loss_bbox: 0.411043 loss_dfl: 0.384713 loss: 1.673595 eta: 1 day, 4:17:00 batch_cost: 1.0937 data_cost: 0.0020 ips: 43.8885 images/s [03/13 04:12:41] ppdet.engine INFO: Epoch: [130] [ 40/610] learning_rate: 0.145212 loss_vfl: 0.928997 loss_bbox: 0.415253 loss_dfl: 0.418685 loss: 1.770222 eta: 1 day, 4:16:40 batch_cost: 0.9594 data_cost: 0.0004 ips: 50.0291 images/s [03/13 04:13:03] ppdet.engine INFO: Epoch: [130] [ 60/610] learning_rate: 0.145171 loss_vfl: 0.929736 loss_bbox: 0.393631 loss_dfl: 0.396026 loss: 1.706103 eta: 1 day, 4:16:19 batch_cost: 0.9329 data_cost: 0.0004 ips: 51.4517 images/s [03/13 04:13:24] ppdet.engine INFO: Epoch: [130] [ 80/610] learning_rate: 0.145131 loss_vfl: 0.895168 loss_bbox: 0.408171 loss_dfl: 0.413018 loss: 1.717733 eta: 1 day, 4:15:58 batch_cost: 0.9389 data_cost: 0.0004 ips: 51.1256 images/s [03/13 04:13:45] ppdet.engine INFO: Epoch: [130] [100/610] learning_rate: 0.145091 loss_vfl: 0.915484 loss_bbox: 0.386253 loss_dfl: 0.396912 loss: 1.698062 eta: 1 day, 4:15:37 batch_cost: 0.9086 data_cost: 0.0004 ips: 52.8293 images/s [03/13 04:14:06] ppdet.engine INFO: Epoch: [130] [120/610] learning_rate: 0.145050 loss_vfl: 0.897017 loss_bbox: 0.400543 loss_dfl: 0.403670 loss: 1.697356 eta: 1 day, 4:15:15 batch_cost: 0.8942 data_cost: 0.0004 ips: 53.6822 images/s [03/13 04:14:29] ppdet.engine INFO: Epoch: [130] [140/610] learning_rate: 0.145010 loss_vfl: 0.932363 loss_bbox: 0.385802 loss_dfl: 0.398459 loss: 1.705572 eta: 1 day, 4:14:56 batch_cost: 1.0133 data_cost: 0.0004 ips: 47.3688 images/s [03/13 04:14:50] ppdet.engine INFO: Epoch: [130] [160/610] learning_rate: 0.144970 loss_vfl: 0.935427 loss_bbox: 0.403924 loss_dfl: 0.406940 loss: 1.765842 eta: 1 day, 4:14:35 batch_cost: 0.9446 data_cost: 0.0015 ips: 50.8144 images/s [03/13 04:15:11] ppdet.engine INFO: Epoch: [130] [180/610] learning_rate: 0.144929 loss_vfl: 0.848380 loss_bbox: 0.359228 loss_dfl: 0.365272 loss: 1.582936 eta: 1 day, 4:14:15 batch_cost: 0.9459 data_cost: 0.0004 ips: 50.7452 images/s [03/13 04:15:32] ppdet.engine INFO: Epoch: [130] [200/610] learning_rate: 0.144889 loss_vfl: 0.888789 loss_bbox: 0.433476 loss_dfl: 0.404815 loss: 1.722845 eta: 1 day, 4:13:52 batch_cost: 0.8552 data_cost: 0.0004 ips: 56.1273 images/s [03/13 04:15:55] ppdet.engine INFO: Epoch: [130] [220/610] learning_rate: 0.144848 loss_vfl: 0.916002 loss_bbox: 0.417131 loss_dfl: 0.405523 loss: 1.729715 eta: 1 day, 4:13:32 batch_cost: 0.9822 data_cost: 0.0004 ips: 48.8718 images/s [03/13 04:16:15] ppdet.engine INFO: Epoch: [130] [240/610] learning_rate: 0.144808 loss_vfl: 0.921231 loss_bbox: 0.416260 loss_dfl: 0.406967 loss: 1.744768 eta: 1 day, 4:13:11 batch_cost: 0.9109 data_cost: 0.0004 ips: 52.6942 images/s [03/13 04:16:38] ppdet.engine INFO: Epoch: [130] [260/610] learning_rate: 0.144768 loss_vfl: 0.928285 loss_bbox: 0.392230 loss_dfl: 0.400737 loss: 1.738112 eta: 1 day, 4:12:52 batch_cost: 1.0055 data_cost: 0.0004 ips: 47.7381 images/s [03/13 04:17:00] ppdet.engine INFO: Epoch: [130] [280/610] learning_rate: 0.144727 loss_vfl: 0.947846 loss_bbox: 0.420053 loss_dfl: 0.416327 loss: 1.805504 eta: 1 day, 4:12:31 batch_cost: 0.9599 data_cost: 0.0010 ips: 50.0033 images/s [03/13 04:17:22] ppdet.engine INFO: Epoch: [130] [300/610] learning_rate: 0.144687 loss_vfl: 0.988608 loss_bbox: 0.435935 loss_dfl: 0.437785 loss: 1.889531 eta: 1 day, 4:12:12 batch_cost: 0.9724 data_cost: 0.0004 ips: 49.3608 images/s [03/13 04:17:44] ppdet.engine INFO: Epoch: [130] [320/610] learning_rate: 0.144647 loss_vfl: 0.926338 loss_bbox: 0.416756 loss_dfl: 0.403651 loss: 1.738160 eta: 1 day, 4:11:52 batch_cost: 0.9926 data_cost: 0.0004 ips: 48.3557 images/s [03/13 04:18:06] ppdet.engine INFO: Epoch: [130] [340/610] learning_rate: 0.144606 loss_vfl: 0.946191 loss_bbox: 0.403703 loss_dfl: 0.412878 loss: 1.774382 eta: 1 day, 4:11:30 batch_cost: 0.8962 data_cost: 0.0010 ips: 53.5600 images/s [03/13 04:18:27] ppdet.engine INFO: Epoch: [130] [360/610] learning_rate: 0.144566 loss_vfl: 0.920044 loss_bbox: 0.397755 loss_dfl: 0.404109 loss: 1.737074 eta: 1 day, 4:11:10 batch_cost: 0.9588 data_cost: 0.0004 ips: 50.0639 images/s [03/13 04:18:48] ppdet.engine INFO: Epoch: [130] [380/610] learning_rate: 0.144525 loss_vfl: 0.925512 loss_bbox: 0.409315 loss_dfl: 0.408108 loss: 1.741757 eta: 1 day, 4:10:50 batch_cost: 0.9495 data_cost: 0.0004 ips: 50.5518 images/s [03/13 04:19:09] ppdet.engine INFO: Epoch: [130] [400/610] learning_rate: 0.144485 loss_vfl: 0.920939 loss_bbox: 0.398418 loss_dfl: 0.408580 loss: 1.742058 eta: 1 day, 4:10:29 batch_cost: 0.9370 data_cost: 0.0004 ips: 51.2254 images/s [03/13 04:19:32] ppdet.engine INFO: Epoch: [130] [420/610] learning_rate: 0.144445 loss_vfl: 0.975908 loss_bbox: 0.437196 loss_dfl: 0.431662 loss: 1.846450 eta: 1 day, 4:10:09 batch_cost: 0.9663 data_cost: 0.0005 ips: 49.6735 images/s [03/13 04:19:54] ppdet.engine INFO: Epoch: [130] [440/610] learning_rate: 0.144404 loss_vfl: 0.931378 loss_bbox: 0.418527 loss_dfl: 0.418015 loss: 1.768254 eta: 1 day, 4:09:49 batch_cost: 0.9856 data_cost: 0.0004 ips: 48.6995 images/s [03/13 04:20:15] ppdet.engine INFO: Epoch: [130] [460/610] learning_rate: 0.144364 loss_vfl: 0.892228 loss_bbox: 0.375916 loss_dfl: 0.370369 loss: 1.605534 eta: 1 day, 4:09:28 batch_cost: 0.9220 data_cost: 0.0009 ips: 52.0596 images/s [03/13 04:20:38] ppdet.engine INFO: Epoch: [130] [480/610] learning_rate: 0.144323 loss_vfl: 0.899632 loss_bbox: 0.393824 loss_dfl: 0.397085 loss: 1.691900 eta: 1 day, 4:09:10 batch_cost: 1.0307 data_cost: 0.0007 ips: 46.5683 images/s [03/13 04:21:00] ppdet.engine INFO: Epoch: [130] [500/610] learning_rate: 0.144283 loss_vfl: 0.920523 loss_bbox: 0.377031 loss_dfl: 0.401623 loss: 1.707131 eta: 1 day, 4:08:50 batch_cost: 0.9681 data_cost: 0.0015 ips: 49.5800 images/s [03/13 04:21:22] ppdet.engine INFO: Epoch: [130] [520/610] learning_rate: 0.144243 loss_vfl: 0.933302 loss_bbox: 0.414002 loss_dfl: 0.418481 loss: 1.769467 eta: 1 day, 4:08:31 batch_cost: 1.0184 data_cost: 0.0004 ips: 47.1306 images/s [03/13 04:21:43] ppdet.engine INFO: Epoch: [130] [540/610] learning_rate: 0.144202 loss_vfl: 0.965788 loss_bbox: 0.434447 loss_dfl: 0.436555 loss: 1.828414 eta: 1 day, 4:08:11 batch_cost: 0.9501 data_cost: 0.0007 ips: 50.5228 images/s [03/13 04:22:05] ppdet.engine INFO: Epoch: [130] [560/610] learning_rate: 0.144162 loss_vfl: 0.916418 loss_bbox: 0.389373 loss_dfl: 0.402378 loss: 1.719431 eta: 1 day, 4:07:51 batch_cost: 0.9685 data_cost: 0.0004 ips: 49.5622 images/s [03/13 04:22:25] ppdet.engine INFO: Epoch: [130] [580/610] learning_rate: 0.144121 loss_vfl: 0.869661 loss_bbox: 0.375707 loss_dfl: 0.382295 loss: 1.608186 eta: 1 day, 4:07:29 batch_cost: 0.9198 data_cost: 0.0004 ips: 52.1878 images/s [03/13 04:22:46] ppdet.engine INFO: Epoch: [130] [600/610] learning_rate: 0.144081 loss_vfl: 0.883787 loss_bbox: 0.384729 loss_dfl: 0.386375 loss: 1.657417 eta: 1 day, 4:07:09 batch_cost: 0.9510 data_cost: 0.0005 ips: 50.4748 images/s [03/13 04:23:08] ppdet.engine INFO: Epoch: [131] [ 0/610] learning_rate: 0.144061 loss_vfl: 0.897695 loss_bbox: 0.377933 loss_dfl: 0.396130 loss: 1.644866 eta: 1 day, 4:07:09 batch_cost: 1.3341 data_cost: 0.4356 ips: 35.9791 images/s [03/13 04:23:35] ppdet.engine INFO: Epoch: [131] [ 20/610] learning_rate: 0.144020 loss_vfl: 0.938917 loss_bbox: 0.403378 loss_dfl: 0.402440 loss: 1.760192 eta: 1 day, 4:06:56 batch_cost: 1.2281 data_cost: 0.0004 ips: 39.0847 images/s [03/13 04:23:57] ppdet.engine INFO: Epoch: [131] [ 40/610] learning_rate: 0.143980 loss_vfl: 0.890035 loss_bbox: 0.387952 loss_dfl: 0.400849 loss: 1.683142 eta: 1 day, 4:06:36 batch_cost: 0.9709 data_cost: 0.0004 ips: 49.4381 images/s [03/13 04:24:19] ppdet.engine INFO: Epoch: [131] [ 60/610] learning_rate: 0.143939 loss_vfl: 0.913561 loss_bbox: 0.411045 loss_dfl: 0.406258 loss: 1.732994 eta: 1 day, 4:06:16 batch_cost: 0.9784 data_cost: 0.0007 ips: 49.0582 images/s [03/13 04:24:41] ppdet.engine INFO: Epoch: [131] [ 80/610] learning_rate: 0.143899 loss_vfl: 0.922304 loss_bbox: 0.409564 loss_dfl: 0.405442 loss: 1.733142 eta: 1 day, 4:05:56 batch_cost: 0.9807 data_cost: 0.0005 ips: 48.9453 images/s [03/13 04:25:02] ppdet.engine INFO: Epoch: [131] [100/610] learning_rate: 0.143858 loss_vfl: 0.926844 loss_bbox: 0.428059 loss_dfl: 0.405023 loss: 1.779760 eta: 1 day, 4:05:35 batch_cost: 0.8995 data_cost: 0.0004 ips: 53.3616 images/s [03/13 04:25:23] ppdet.engine INFO: Epoch: [131] [120/610] learning_rate: 0.143818 loss_vfl: 0.938906 loss_bbox: 0.412649 loss_dfl: 0.400290 loss: 1.741476 eta: 1 day, 4:05:12 batch_cost: 0.8797 data_cost: 0.0004 ips: 54.5624 images/s [03/13 04:25:45] ppdet.engine INFO: Epoch: [131] [140/610] learning_rate: 0.143778 loss_vfl: 0.885488 loss_bbox: 0.395363 loss_dfl: 0.389473 loss: 1.675216 eta: 1 day, 4:04:54 batch_cost: 1.0167 data_cost: 0.0004 ips: 47.2138 images/s [03/13 04:26:07] ppdet.engine INFO: Epoch: [131] [160/610] learning_rate: 0.143737 loss_vfl: 0.913135 loss_bbox: 0.411125 loss_dfl: 0.403230 loss: 1.740840 eta: 1 day, 4:04:34 batch_cost: 0.9714 data_cost: 0.0005 ips: 49.4131 images/s [03/13 04:26:30] ppdet.engine INFO: Epoch: [131] [180/610] learning_rate: 0.143697 loss_vfl: 0.943945 loss_bbox: 0.413744 loss_dfl: 0.415391 loss: 1.760383 eta: 1 day, 4:04:14 batch_cost: 0.9899 data_cost: 0.0004 ips: 48.4877 images/s [03/13 04:26:51] ppdet.engine INFO: Epoch: [131] [200/610] learning_rate: 0.143656 loss_vfl: 0.940728 loss_bbox: 0.411286 loss_dfl: 0.417358 loss: 1.751441 eta: 1 day, 4:03:53 batch_cost: 0.9223 data_cost: 0.0004 ips: 52.0429 images/s [03/13 04:27:13] ppdet.engine INFO: Epoch: [131] [220/610] learning_rate: 0.143616 loss_vfl: 0.878256 loss_bbox: 0.380452 loss_dfl: 0.390316 loss: 1.636462 eta: 1 day, 4:03:31 batch_cost: 0.8849 data_cost: 0.0004 ips: 54.2463 images/s [03/13 04:27:34] ppdet.engine INFO: Epoch: [131] [240/610] learning_rate: 0.143575 loss_vfl: 0.931565 loss_bbox: 0.398317 loss_dfl: 0.412897 loss: 1.743005 eta: 1 day, 4:03:11 batch_cost: 0.9876 data_cost: 0.0004 ips: 48.6036 images/s [03/13 04:27:55] ppdet.engine INFO: Epoch: [131] [260/610] learning_rate: 0.143535 loss_vfl: 0.945332 loss_bbox: 0.404412 loss_dfl: 0.417520 loss: 1.772908 eta: 1 day, 4:02:50 batch_cost: 0.9149 data_cost: 0.0004 ips: 52.4674 images/s [03/13 04:28:17] ppdet.engine INFO: Epoch: [131] [280/610] learning_rate: 0.143494 loss_vfl: 0.928488 loss_bbox: 0.410629 loss_dfl: 0.400913 loss: 1.732099 eta: 1 day, 4:02:29 batch_cost: 0.9378 data_cost: 0.0004 ips: 51.1834 images/s [03/13 04:28:39] ppdet.engine INFO: Epoch: [131] [300/610] learning_rate: 0.143454 loss_vfl: 0.928948 loss_bbox: 0.407293 loss_dfl: 0.400569 loss: 1.750576 eta: 1 day, 4:02:10 batch_cost: 0.9737 data_cost: 0.0006 ips: 49.2958 images/s [03/13 04:29:00] ppdet.engine INFO: Epoch: [131] [320/610] learning_rate: 0.143413 loss_vfl: 0.868343 loss_bbox: 0.392035 loss_dfl: 0.384496 loss: 1.638879 eta: 1 day, 4:01:50 batch_cost: 0.9766 data_cost: 0.0016 ips: 49.1502 images/s [03/13 04:29:21] ppdet.engine INFO: Epoch: [131] [340/610] learning_rate: 0.143373 loss_vfl: 0.850312 loss_bbox: 0.359627 loss_dfl: 0.369986 loss: 1.580586 eta: 1 day, 4:01:28 batch_cost: 0.9166 data_cost: 0.0007 ips: 52.3674 images/s [03/13 04:29:41] ppdet.engine INFO: Epoch: [131] [360/610] learning_rate: 0.143332 loss_vfl: 0.866383 loss_bbox: 0.390473 loss_dfl: 0.384647 loss: 1.650188 eta: 1 day, 4:01:07 batch_cost: 0.9002 data_cost: 0.0004 ips: 53.3220 images/s [03/13 04:30:02] ppdet.engine INFO: Epoch: [131] [380/610] learning_rate: 0.143292 loss_vfl: 0.934849 loss_bbox: 0.419098 loss_dfl: 0.418059 loss: 1.783707 eta: 1 day, 4:00:46 batch_cost: 0.9599 data_cost: 0.0004 ips: 50.0055 images/s [03/13 04:30:24] ppdet.engine INFO: Epoch: [131] [400/610] learning_rate: 0.143251 loss_vfl: 0.906490 loss_bbox: 0.390059 loss_dfl: 0.406198 loss: 1.680032 eta: 1 day, 4:00:26 batch_cost: 0.9541 data_cost: 0.0004 ips: 50.3071 images/s [03/13 04:30:46] ppdet.engine INFO: Epoch: [131] [420/610] learning_rate: 0.143211 loss_vfl: 0.956846 loss_bbox: 0.400364 loss_dfl: 0.405603 loss: 1.757444 eta: 1 day, 4:00:05 batch_cost: 0.9387 data_cost: 0.0005 ips: 51.1356 images/s [03/13 04:31:08] ppdet.engine INFO: Epoch: [131] [440/610] learning_rate: 0.143170 loss_vfl: 0.902464 loss_bbox: 0.393626 loss_dfl: 0.397277 loss: 1.681972 eta: 1 day, 3:59:45 batch_cost: 0.9561 data_cost: 0.0007 ips: 50.2018 images/s [03/13 04:31:31] ppdet.engine INFO: Epoch: [131] [460/610] learning_rate: 0.143130 loss_vfl: 0.942897 loss_bbox: 0.421977 loss_dfl: 0.417192 loss: 1.775413 eta: 1 day, 3:59:27 batch_cost: 1.0450 data_cost: 0.0004 ips: 45.9349 images/s [03/13 04:31:53] ppdet.engine INFO: Epoch: [131] [480/610] learning_rate: 0.143089 loss_vfl: 0.899216 loss_bbox: 0.403057 loss_dfl: 0.395970 loss: 1.700018 eta: 1 day, 3:59:08 batch_cost: 1.0087 data_cost: 0.0013 ips: 47.5844 images/s [03/13 04:32:14] ppdet.engine INFO: Epoch: [131] [500/610] learning_rate: 0.143049 loss_vfl: 1.005968 loss_bbox: 0.457552 loss_dfl: 0.448955 loss: 1.885399 eta: 1 day, 3:58:49 batch_cost: 0.9881 data_cost: 0.0008 ips: 48.5766 images/s [03/13 04:32:36] ppdet.engine INFO: Epoch: [131] [520/610] learning_rate: 0.143008 loss_vfl: 0.878930 loss_bbox: 0.402314 loss_dfl: 0.396699 loss: 1.681932 eta: 1 day, 3:58:28 batch_cost: 0.9514 data_cost: 0.0004 ips: 50.4496 images/s [03/13 04:32:58] ppdet.engine INFO: Epoch: [131] [540/610] learning_rate: 0.142968 loss_vfl: 0.899704 loss_bbox: 0.381782 loss_dfl: 0.380875 loss: 1.636356 eta: 1 day, 3:58:09 batch_cost: 0.9784 data_cost: 0.0004 ips: 49.0611 images/s [03/13 04:33:20] ppdet.engine INFO: Epoch: [131] [560/610] learning_rate: 0.142927 loss_vfl: 0.915368 loss_bbox: 0.391438 loss_dfl: 0.392957 loss: 1.717413 eta: 1 day, 3:57:49 batch_cost: 0.9975 data_cost: 0.0004 ips: 48.1227 images/s [03/13 04:33:40] ppdet.engine INFO: Epoch: [131] [580/610] learning_rate: 0.142887 loss_vfl: 0.895498 loss_bbox: 0.391827 loss_dfl: 0.375489 loss: 1.630128 eta: 1 day, 3:57:29 batch_cost: 0.9412 data_cost: 0.0004 ips: 50.9993 images/s [03/13 04:34:01] ppdet.engine INFO: Epoch: [131] [600/610] learning_rate: 0.142846 loss_vfl: 0.886179 loss_bbox: 0.378944 loss_dfl: 0.391504 loss: 1.672732 eta: 1 day, 3:57:09 batch_cost: 0.9697 data_cost: 0.0005 ips: 49.5003 images/s [03/13 04:34:24] ppdet.engine INFO: Epoch: [132] [ 0/610] learning_rate: 0.142826 loss_vfl: 0.926216 loss_bbox: 0.427317 loss_dfl: 0.415588 loss: 1.774268 eta: 1 day, 3:57:09 batch_cost: 1.3345 data_cost: 0.6045 ips: 35.9697 images/s [03/13 04:34:47] ppdet.engine INFO: Epoch: [132] [ 20/610] learning_rate: 0.142786 loss_vfl: 0.916578 loss_bbox: 0.395241 loss_dfl: 0.406722 loss: 1.723082 eta: 1 day, 3:56:52 batch_cost: 1.0961 data_cost: 0.0004 ips: 43.7928 images/s [03/13 04:35:09] ppdet.engine INFO: Epoch: [132] [ 40/610] learning_rate: 0.142745 loss_vfl: 0.949771 loss_bbox: 0.398974 loss_dfl: 0.404762 loss: 1.748933 eta: 1 day, 3:56:32 batch_cost: 0.9658 data_cost: 0.0004 ips: 49.6975 images/s [03/13 04:35:32] ppdet.engine INFO: Epoch: [132] [ 60/610] learning_rate: 0.142705 loss_vfl: 0.869780 loss_bbox: 0.386116 loss_dfl: 0.390177 loss: 1.640211 eta: 1 day, 3:56:14 batch_cost: 1.0564 data_cost: 0.0004 ips: 45.4369 images/s [03/13 04:35:54] ppdet.engine INFO: Epoch: [132] [ 80/610] learning_rate: 0.142664 loss_vfl: 0.950843 loss_bbox: 0.411269 loss_dfl: 0.409267 loss: 1.774731 eta: 1 day, 3:55:54 batch_cost: 0.9666 data_cost: 0.0004 ips: 49.6602 images/s [03/13 04:36:14] ppdet.engine INFO: Epoch: [132] [100/610] learning_rate: 0.142624 loss_vfl: 0.922332 loss_bbox: 0.411951 loss_dfl: 0.408363 loss: 1.750038 eta: 1 day, 3:55:33 batch_cost: 0.9225 data_cost: 0.0004 ips: 52.0352 images/s [03/13 04:36:36] ppdet.engine INFO: Epoch: [132] [120/610] learning_rate: 0.142583 loss_vfl: 0.960407 loss_bbox: 0.427059 loss_dfl: 0.426980 loss: 1.832146 eta: 1 day, 3:55:13 batch_cost: 0.9690 data_cost: 0.0004 ips: 49.5341 images/s [03/13 04:36:58] ppdet.engine INFO: Epoch: [132] [140/610] learning_rate: 0.142543 loss_vfl: 0.977426 loss_bbox: 0.438415 loss_dfl: 0.423812 loss: 1.831240 eta: 1 day, 3:54:52 batch_cost: 0.9057 data_cost: 0.0004 ips: 52.9987 images/s [03/13 04:37:19] ppdet.engine INFO: Epoch: [132] [160/610] learning_rate: 0.142502 loss_vfl: 0.931810 loss_bbox: 0.415143 loss_dfl: 0.420214 loss: 1.773523 eta: 1 day, 3:54:31 batch_cost: 0.9540 data_cost: 0.0004 ips: 50.3129 images/s [03/13 04:37:41] ppdet.engine INFO: Epoch: [132] [180/610] learning_rate: 0.142461 loss_vfl: 0.892883 loss_bbox: 0.411136 loss_dfl: 0.400389 loss: 1.692030 eta: 1 day, 3:54:10 batch_cost: 0.9377 data_cost: 0.0004 ips: 51.1913 images/s [03/13 04:38:03] ppdet.engine INFO: Epoch: [132] [200/610] learning_rate: 0.142421 loss_vfl: 0.886234 loss_bbox: 0.394172 loss_dfl: 0.397709 loss: 1.670289 eta: 1 day, 3:53:51 batch_cost: 0.9954 data_cost: 0.0004 ips: 48.2199 images/s [03/13 04:38:26] ppdet.engine INFO: Epoch: [132] [220/610] learning_rate: 0.142380 loss_vfl: 0.880183 loss_bbox: 0.377587 loss_dfl: 0.379229 loss: 1.640551 eta: 1 day, 3:53:32 batch_cost: 1.0128 data_cost: 0.0004 ips: 47.3945 images/s [03/13 04:38:46] ppdet.engine INFO: Epoch: [132] [240/610] learning_rate: 0.142340 loss_vfl: 0.922721 loss_bbox: 0.393886 loss_dfl: 0.411191 loss: 1.725865 eta: 1 day, 3:53:11 batch_cost: 0.9105 data_cost: 0.0004 ips: 52.7180 images/s [03/13 04:39:08] ppdet.engine INFO: Epoch: [132] [260/610] learning_rate: 0.142299 loss_vfl: 0.894544 loss_bbox: 0.407132 loss_dfl: 0.400620 loss: 1.706499 eta: 1 day, 3:52:51 batch_cost: 0.9797 data_cost: 0.0004 ips: 48.9931 images/s [03/13 04:39:30] ppdet.engine INFO: Epoch: [132] [280/610] learning_rate: 0.142259 loss_vfl: 0.916347 loss_bbox: 0.422562 loss_dfl: 0.409483 loss: 1.752834 eta: 1 day, 3:52:31 batch_cost: 0.9525 data_cost: 0.0004 ips: 50.3949 images/s [03/13 04:39:52] ppdet.engine INFO: Epoch: [132] [300/610] learning_rate: 0.142218 loss_vfl: 0.872296 loss_bbox: 0.381562 loss_dfl: 0.387973 loss: 1.645350 eta: 1 day, 3:52:10 batch_cost: 0.9425 data_cost: 0.0004 ips: 50.9286 images/s [03/13 04:40:13] ppdet.engine INFO: Epoch: [132] [320/610] learning_rate: 0.142178 loss_vfl: 0.933164 loss_bbox: 0.406909 loss_dfl: 0.405463 loss: 1.771942 eta: 1 day, 3:51:49 batch_cost: 0.9155 data_cost: 0.0004 ips: 52.4289 images/s [03/13 04:40:35] ppdet.engine INFO: Epoch: [132] [340/610] learning_rate: 0.142137 loss_vfl: 0.927929 loss_bbox: 0.411996 loss_dfl: 0.406305 loss: 1.747127 eta: 1 day, 3:51:29 batch_cost: 0.9636 data_cost: 0.0004 ips: 49.8123 images/s [03/13 04:40:55] ppdet.engine INFO: Epoch: [132] [360/610] learning_rate: 0.142096 loss_vfl: 0.960562 loss_bbox: 0.412064 loss_dfl: 0.411361 loss: 1.763091 eta: 1 day, 3:51:07 batch_cost: 0.8969 data_cost: 0.0009 ips: 53.5205 images/s [03/13 04:41:18] ppdet.engine INFO: Epoch: [132] [380/610] learning_rate: 0.142056 loss_vfl: 0.925439 loss_bbox: 0.385045 loss_dfl: 0.400827 loss: 1.716946 eta: 1 day, 3:50:49 batch_cost: 1.0648 data_cost: 0.0004 ips: 45.0797 images/s [03/13 04:41:40] ppdet.engine INFO: Epoch: [132] [400/610] learning_rate: 0.142015 loss_vfl: 0.856014 loss_bbox: 0.386016 loss_dfl: 0.376348 loss: 1.618942 eta: 1 day, 3:50:29 batch_cost: 0.9449 data_cost: 0.0004 ips: 50.8005 images/s [03/13 04:42:01] ppdet.engine INFO: Epoch: [132] [420/610] learning_rate: 0.141975 loss_vfl: 0.874374 loss_bbox: 0.393060 loss_dfl: 0.394663 loss: 1.648936 eta: 1 day, 3:50:09 batch_cost: 0.9598 data_cost: 0.0004 ips: 50.0112 images/s [03/13 04:42:22] ppdet.engine INFO: Epoch: [132] [440/610] learning_rate: 0.141934 loss_vfl: 0.878846 loss_bbox: 0.381380 loss_dfl: 0.391428 loss: 1.646797 eta: 1 day, 3:49:48 batch_cost: 0.9458 data_cost: 0.0006 ips: 50.7490 images/s [03/13 04:42:44] ppdet.engine INFO: Epoch: [132] [460/610] learning_rate: 0.141894 loss_vfl: 0.911348 loss_bbox: 0.403586 loss_dfl: 0.402716 loss: 1.711220 eta: 1 day, 3:49:26 batch_cost: 0.8857 data_cost: 0.0004 ips: 54.1970 images/s [03/13 04:43:07] ppdet.engine INFO: Epoch: [132] [480/610] learning_rate: 0.141853 loss_vfl: 0.918432 loss_bbox: 0.412592 loss_dfl: 0.410767 loss: 1.712999 eta: 1 day, 3:49:06 batch_cost: 0.9757 data_cost: 0.0005 ips: 49.1951 images/s [03/13 04:43:28] ppdet.engine INFO: Epoch: [132] [500/610] learning_rate: 0.141812 loss_vfl: 0.963871 loss_bbox: 0.414304 loss_dfl: 0.408296 loss: 1.795016 eta: 1 day, 3:48:47 batch_cost: 0.9847 data_cost: 0.0004 ips: 48.7447 images/s [03/13 04:43:51] ppdet.engine INFO: Epoch: [132] [520/610] learning_rate: 0.141772 loss_vfl: 0.944174 loss_bbox: 0.420186 loss_dfl: 0.403971 loss: 1.767531 eta: 1 day, 3:48:28 batch_cost: 1.0100 data_cost: 0.0004 ips: 47.5255 images/s [03/13 04:44:12] ppdet.engine INFO: Epoch: [132] [540/610] learning_rate: 0.141731 loss_vfl: 0.947894 loss_bbox: 0.434922 loss_dfl: 0.418176 loss: 1.807295 eta: 1 day, 3:48:08 batch_cost: 0.9789 data_cost: 0.0007 ips: 49.0354 images/s [03/13 04:44:35] ppdet.engine INFO: Epoch: [132] [560/610] learning_rate: 0.141691 loss_vfl: 0.918850 loss_bbox: 0.407037 loss_dfl: 0.409108 loss: 1.741407 eta: 1 day, 3:47:49 batch_cost: 1.0043 data_cost: 0.0004 ips: 47.7964 images/s [03/13 04:44:57] ppdet.engine INFO: Epoch: [132] [580/610] learning_rate: 0.141650 loss_vfl: 0.929374 loss_bbox: 0.403136 loss_dfl: 0.408845 loss: 1.770415 eta: 1 day, 3:47:29 batch_cost: 0.9702 data_cost: 0.0009 ips: 49.4738 images/s [03/13 04:45:18] ppdet.engine INFO: Epoch: [132] [600/610] learning_rate: 0.141610 loss_vfl: 0.921412 loss_bbox: 0.392904 loss_dfl: 0.390640 loss: 1.701375 eta: 1 day, 3:47:09 batch_cost: 0.9671 data_cost: 0.0005 ips: 49.6332 images/s [03/13 04:45:38] ppdet.engine INFO: Epoch: [133] [ 0/610] learning_rate: 0.141589 loss_vfl: 0.888769 loss_bbox: 0.386792 loss_dfl: 0.385683 loss: 1.668502 eta: 1 day, 3:47:07 batch_cost: 1.2541 data_cost: 0.3581 ips: 38.2742 images/s [03/13 04:46:03] ppdet.engine INFO: Epoch: [133] [ 20/610] learning_rate: 0.141549 loss_vfl: 0.893354 loss_bbox: 0.403176 loss_dfl: 0.398085 loss: 1.688874 eta: 1 day, 3:46:51 batch_cost: 1.1609 data_cost: 0.0004 ips: 41.3460 images/s [03/13 04:46:25] ppdet.engine INFO: Epoch: [133] [ 40/610] learning_rate: 0.141508 loss_vfl: 0.892840 loss_bbox: 0.374136 loss_dfl: 0.384460 loss: 1.642394 eta: 1 day, 3:46:32 batch_cost: 0.9984 data_cost: 0.0004 ips: 48.0780 images/s [03/13 04:46:47] ppdet.engine INFO: Epoch: [133] [ 60/610] learning_rate: 0.141467 loss_vfl: 0.888428 loss_bbox: 0.394796 loss_dfl: 0.402278 loss: 1.691354 eta: 1 day, 3:46:11 batch_cost: 0.9362 data_cost: 0.0012 ips: 51.2690 images/s [03/13 04:47:09] ppdet.engine INFO: Epoch: [133] [ 80/610] learning_rate: 0.141427 loss_vfl: 0.923384 loss_bbox: 0.422349 loss_dfl: 0.413598 loss: 1.755798 eta: 1 day, 3:45:53 batch_cost: 1.0159 data_cost: 0.0004 ips: 47.2499 images/s [03/13 04:47:31] ppdet.engine INFO: Epoch: [133] [100/610] learning_rate: 0.141386 loss_vfl: 0.873716 loss_bbox: 0.378583 loss_dfl: 0.380904 loss: 1.619733 eta: 1 day, 3:45:34 batch_cost: 1.0186 data_cost: 0.0004 ips: 47.1241 images/s [03/13 04:47:53] ppdet.engine INFO: Epoch: [133] [120/610] learning_rate: 0.141346 loss_vfl: 0.924747 loss_bbox: 0.399904 loss_dfl: 0.407815 loss: 1.752750 eta: 1 day, 3:45:14 batch_cost: 0.9782 data_cost: 0.0005 ips: 49.0694 images/s [03/13 04:48:14] ppdet.engine INFO: Epoch: [133] [140/610] learning_rate: 0.141305 loss_vfl: 0.913628 loss_bbox: 0.384776 loss_dfl: 0.398520 loss: 1.715883 eta: 1 day, 3:44:54 batch_cost: 0.9547 data_cost: 0.0004 ips: 50.2776 images/s [03/13 04:48:34] ppdet.engine INFO: Epoch: [133] [160/610] learning_rate: 0.141264 loss_vfl: 0.908697 loss_bbox: 0.411705 loss_dfl: 0.413907 loss: 1.730151 eta: 1 day, 3:44:33 batch_cost: 0.9334 data_cost: 0.0004 ips: 51.4226 images/s [03/13 04:48:56] ppdet.engine INFO: Epoch: [133] [180/610] learning_rate: 0.141224 loss_vfl: 0.953708 loss_bbox: 0.423095 loss_dfl: 0.425844 loss: 1.806222 eta: 1 day, 3:44:11 batch_cost: 0.8842 data_cost: 0.0005 ips: 54.2890 images/s [03/13 04:49:18] ppdet.engine INFO: Epoch: [133] [200/610] learning_rate: 0.141183 loss_vfl: 0.895394 loss_bbox: 0.391826 loss_dfl: 0.393308 loss: 1.682774 eta: 1 day, 3:43:50 batch_cost: 0.9401 data_cost: 0.0004 ips: 51.0560 images/s [03/13 04:49:40] ppdet.engine INFO: Epoch: [133] [220/610] learning_rate: 0.141143 loss_vfl: 0.907291 loss_bbox: 0.406954 loss_dfl: 0.396085 loss: 1.706000 eta: 1 day, 3:43:31 batch_cost: 0.9972 data_cost: 0.0010 ips: 48.1365 images/s [03/13 04:50:01] ppdet.engine INFO: Epoch: [133] [240/610] learning_rate: 0.141102 loss_vfl: 0.925247 loss_bbox: 0.416404 loss_dfl: 0.408830 loss: 1.730608 eta: 1 day, 3:43:09 batch_cost: 0.8868 data_cost: 0.0004 ips: 54.1292 images/s [03/13 04:50:23] ppdet.engine INFO: Epoch: [133] [260/610] learning_rate: 0.141061 loss_vfl: 0.876401 loss_bbox: 0.388844 loss_dfl: 0.389170 loss: 1.652583 eta: 1 day, 3:42:48 batch_cost: 0.9495 data_cost: 0.0004 ips: 50.5550 images/s [03/13 04:50:45] ppdet.engine INFO: Epoch: [133] [280/610] learning_rate: 0.141021 loss_vfl: 0.927366 loss_bbox: 0.423593 loss_dfl: 0.417783 loss: 1.745403 eta: 1 day, 3:42:29 batch_cost: 0.9740 data_cost: 0.0004 ips: 49.2799 images/s [03/13 04:51:07] ppdet.engine INFO: Epoch: [133] [300/610] learning_rate: 0.140980 loss_vfl: 0.896574 loss_bbox: 0.397892 loss_dfl: 0.389876 loss: 1.678282 eta: 1 day, 3:42:09 batch_cost: 0.9798 data_cost: 0.0004 ips: 48.9918 images/s [03/13 04:51:28] ppdet.engine INFO: Epoch: [133] [320/610] learning_rate: 0.140939 loss_vfl: 0.886754 loss_bbox: 0.378387 loss_dfl: 0.384447 loss: 1.643167 eta: 1 day, 3:41:48 batch_cost: 0.9102 data_cost: 0.0004 ips: 52.7381 images/s [03/13 04:51:51] ppdet.engine INFO: Epoch: [133] [340/610] learning_rate: 0.140899 loss_vfl: 0.968274 loss_bbox: 0.416579 loss_dfl: 0.405382 loss: 1.780858 eta: 1 day, 3:41:28 batch_cost: 1.0038 data_cost: 0.0017 ips: 47.8167 images/s [03/13 04:52:12] ppdet.engine INFO: Epoch: [133] [360/610] learning_rate: 0.140858 loss_vfl: 0.895911 loss_bbox: 0.399755 loss_dfl: 0.400651 loss: 1.727949 eta: 1 day, 3:41:08 batch_cost: 0.9306 data_cost: 0.0010 ips: 51.5807 images/s [03/13 04:52:34] ppdet.engine INFO: Epoch: [133] [380/610] learning_rate: 0.140817 loss_vfl: 0.921884 loss_bbox: 0.396892 loss_dfl: 0.405354 loss: 1.746589 eta: 1 day, 3:40:48 batch_cost: 0.9867 data_cost: 0.0004 ips: 48.6452 images/s [03/13 04:52:55] ppdet.engine INFO: Epoch: [133] [400/610] learning_rate: 0.140777 loss_vfl: 0.840144 loss_bbox: 0.364999 loss_dfl: 0.370323 loss: 1.561687 eta: 1 day, 3:40:27 batch_cost: 0.9329 data_cost: 0.0004 ips: 51.4535 images/s [03/13 04:53:16] ppdet.engine INFO: Epoch: [133] [420/610] learning_rate: 0.140736 loss_vfl: 0.888664 loss_bbox: 0.407895 loss_dfl: 0.409463 loss: 1.719635 eta: 1 day, 3:40:07 batch_cost: 0.9514 data_cost: 0.0004 ips: 50.4511 images/s [03/13 04:53:37] ppdet.engine INFO: Epoch: [133] [440/610] learning_rate: 0.140696 loss_vfl: 0.866627 loss_bbox: 0.374387 loss_dfl: 0.380131 loss: 1.623951 eta: 1 day, 3:39:45 batch_cost: 0.8862 data_cost: 0.0004 ips: 54.1626 images/s [03/13 04:53:58] ppdet.engine INFO: Epoch: [133] [460/610] learning_rate: 0.140655 loss_vfl: 0.893680 loss_bbox: 0.405204 loss_dfl: 0.405232 loss: 1.702008 eta: 1 day, 3:39:24 batch_cost: 0.9520 data_cost: 0.0004 ips: 50.4216 images/s [03/13 04:54:19] ppdet.engine INFO: Epoch: [133] [480/610] learning_rate: 0.140614 loss_vfl: 0.876330 loss_bbox: 0.397954 loss_dfl: 0.395202 loss: 1.654680 eta: 1 day, 3:39:04 batch_cost: 0.9453 data_cost: 0.0004 ips: 50.7761 images/s [03/13 04:54:42] ppdet.engine INFO: Epoch: [133] [500/610] learning_rate: 0.140574 loss_vfl: 0.887893 loss_bbox: 0.384162 loss_dfl: 0.395279 loss: 1.677742 eta: 1 day, 3:38:44 batch_cost: 0.9812 data_cost: 0.0004 ips: 48.9206 images/s [03/13 04:55:02] ppdet.engine INFO: Epoch: [133] [520/610] learning_rate: 0.140533 loss_vfl: 0.941254 loss_bbox: 0.415427 loss_dfl: 0.419056 loss: 1.759284 eta: 1 day, 3:38:22 batch_cost: 0.8629 data_cost: 0.0004 ips: 55.6270 images/s [03/13 04:55:24] ppdet.engine INFO: Epoch: [133] [540/610] learning_rate: 0.140492 loss_vfl: 0.893367 loss_bbox: 0.411763 loss_dfl: 0.399077 loss: 1.688618 eta: 1 day, 3:38:02 batch_cost: 0.9811 data_cost: 0.0004 ips: 48.9230 images/s [03/13 04:55:45] ppdet.engine INFO: Epoch: [133] [560/610] learning_rate: 0.140452 loss_vfl: 0.917059 loss_bbox: 0.393885 loss_dfl: 0.401745 loss: 1.705541 eta: 1 day, 3:37:42 batch_cost: 0.9649 data_cost: 0.0004 ips: 49.7447 images/s [03/13 04:56:06] ppdet.engine INFO: Epoch: [133] [580/610] learning_rate: 0.140411 loss_vfl: 0.887649 loss_bbox: 0.386212 loss_dfl: 0.409293 loss: 1.714508 eta: 1 day, 3:37:20 batch_cost: 0.9038 data_cost: 0.0004 ips: 53.1117 images/s [03/13 04:56:27] ppdet.engine INFO: Epoch: [133] [600/610] learning_rate: 0.140370 loss_vfl: 0.914651 loss_bbox: 0.413448 loss_dfl: 0.412892 loss: 1.753658 eta: 1 day, 3:37:00 batch_cost: 0.9392 data_cost: 0.0009 ips: 51.1095 images/s [03/13 04:56:50] ppdet.engine INFO: Epoch: [134] [ 0/610] learning_rate: 0.140350 loss_vfl: 0.921839 loss_bbox: 0.411454 loss_dfl: 0.411826 loss: 1.747443 eta: 1 day, 3:37:01 batch_cost: 1.3881 data_cost: 0.5237 ips: 34.5788 images/s [03/13 04:57:16] ppdet.engine INFO: Epoch: [134] [ 20/610] learning_rate: 0.140309 loss_vfl: 0.909228 loss_bbox: 0.413389 loss_dfl: 0.406399 loss: 1.712594 eta: 1 day, 3:36:45 batch_cost: 1.1211 data_cost: 0.0004 ips: 42.8139 images/s [03/13 04:57:37] ppdet.engine INFO: Epoch: [134] [ 40/610] learning_rate: 0.140269 loss_vfl: 0.892579 loss_bbox: 0.413607 loss_dfl: 0.410939 loss: 1.705928 eta: 1 day, 3:36:24 batch_cost: 0.9232 data_cost: 0.0004 ips: 51.9945 images/s [03/13 04:57:58] ppdet.engine INFO: Epoch: [134] [ 60/610] learning_rate: 0.140228 loss_vfl: 0.942125 loss_bbox: 0.407840 loss_dfl: 0.404219 loss: 1.777683 eta: 1 day, 3:36:04 batch_cost: 0.9709 data_cost: 0.0007 ips: 49.4405 images/s [03/13 04:58:18] ppdet.engine INFO: Epoch: [134] [ 80/610] learning_rate: 0.140187 loss_vfl: 0.934375 loss_bbox: 0.399702 loss_dfl: 0.408455 loss: 1.747659 eta: 1 day, 3:35:42 batch_cost: 0.8839 data_cost: 0.0004 ips: 54.3062 images/s [03/13 04:58:41] ppdet.engine INFO: Epoch: [134] [100/610] learning_rate: 0.140147 loss_vfl: 0.849787 loss_bbox: 0.375696 loss_dfl: 0.382119 loss: 1.606606 eta: 1 day, 3:35:22 batch_cost: 0.9899 data_cost: 0.0004 ips: 48.4886 images/s [03/13 04:59:03] ppdet.engine INFO: Epoch: [134] [120/610] learning_rate: 0.140106 loss_vfl: 0.865561 loss_bbox: 0.366458 loss_dfl: 0.378328 loss: 1.617617 eta: 1 day, 3:35:04 batch_cost: 1.0343 data_cost: 0.0005 ips: 46.4070 images/s [03/13 04:59:24] ppdet.engine INFO: Epoch: [134] [140/610] learning_rate: 0.140065 loss_vfl: 0.901315 loss_bbox: 0.387548 loss_dfl: 0.385448 loss: 1.677157 eta: 1 day, 3:34:42 batch_cost: 0.8765 data_cost: 0.0005 ips: 54.7623 images/s [03/13 04:59:45] ppdet.engine INFO: Epoch: [134] [160/610] learning_rate: 0.140024 loss_vfl: 0.865650 loss_bbox: 0.401322 loss_dfl: 0.392892 loss: 1.668069 eta: 1 day, 3:34:22 batch_cost: 0.9914 data_cost: 0.0014 ips: 48.4167 images/s [03/13 05:00:08] ppdet.engine INFO: Epoch: [134] [180/610] learning_rate: 0.139984 loss_vfl: 0.848968 loss_bbox: 0.380526 loss_dfl: 0.385147 loss: 1.628837 eta: 1 day, 3:34:04 batch_cost: 1.0448 data_cost: 0.0005 ips: 45.9430 images/s [03/13 05:00:30] ppdet.engine INFO: Epoch: [134] [200/610] learning_rate: 0.139943 loss_vfl: 0.923873 loss_bbox: 0.437512 loss_dfl: 0.420968 loss: 1.791041 eta: 1 day, 3:33:45 batch_cost: 0.9887 data_cost: 0.0006 ips: 48.5488 images/s [03/13 05:00:52] ppdet.engine INFO: Epoch: [134] [220/610] learning_rate: 0.139902 loss_vfl: 0.890119 loss_bbox: 0.383435 loss_dfl: 0.378830 loss: 1.652384 eta: 1 day, 3:33:26 batch_cost: 1.0129 data_cost: 0.0005 ips: 47.3886 images/s [03/13 05:01:12] ppdet.engine INFO: Epoch: [134] [240/610] learning_rate: 0.139862 loss_vfl: 0.852833 loss_bbox: 0.391057 loss_dfl: 0.383334 loss: 1.648014 eta: 1 day, 3:33:02 batch_cost: 0.8153 data_cost: 0.0004 ips: 58.8709 images/s [03/13 05:01:34] ppdet.engine INFO: Epoch: [134] [260/610] learning_rate: 0.139821 loss_vfl: 0.902288 loss_bbox: 0.411240 loss_dfl: 0.410739 loss: 1.722405 eta: 1 day, 3:32:41 batch_cost: 0.9046 data_cost: 0.0004 ips: 53.0649 images/s [03/13 05:01:55] ppdet.engine INFO: Epoch: [134] [280/610] learning_rate: 0.139780 loss_vfl: 0.921282 loss_bbox: 0.406630 loss_dfl: 0.404782 loss: 1.765109 eta: 1 day, 3:32:19 batch_cost: 0.8851 data_cost: 0.0004 ips: 54.2294 images/s [03/13 05:02:16] ppdet.engine INFO: Epoch: [134] [300/610] learning_rate: 0.139740 loss_vfl: 0.865881 loss_bbox: 0.383566 loss_dfl: 0.381451 loss: 1.606824 eta: 1 day, 3:31:58 batch_cost: 0.9590 data_cost: 0.0010 ips: 50.0538 images/s [03/13 05:02:38] ppdet.engine INFO: Epoch: [134] [320/610] learning_rate: 0.139699 loss_vfl: 0.882699 loss_bbox: 0.395053 loss_dfl: 0.385520 loss: 1.671925 eta: 1 day, 3:31:38 batch_cost: 0.9388 data_cost: 0.0005 ips: 51.1294 images/s [03/13 05:03:00] ppdet.engine INFO: Epoch: [134] [340/610] learning_rate: 0.139658 loss_vfl: 0.898521 loss_bbox: 0.403494 loss_dfl: 0.409220 loss: 1.705453 eta: 1 day, 3:31:20 batch_cost: 1.0574 data_cost: 0.0004 ips: 45.3937 images/s [03/13 05:03:22] ppdet.engine INFO: Epoch: [134] [360/610] learning_rate: 0.139617 loss_vfl: 0.883644 loss_bbox: 0.387957 loss_dfl: 0.398250 loss: 1.670019 eta: 1 day, 3:31:00 batch_cost: 0.9695 data_cost: 0.0004 ips: 49.5114 images/s [03/13 05:03:43] ppdet.engine INFO: Epoch: [134] [380/610] learning_rate: 0.139577 loss_vfl: 0.916914 loss_bbox: 0.403418 loss_dfl: 0.406898 loss: 1.721369 eta: 1 day, 3:30:39 batch_cost: 0.9360 data_cost: 0.0004 ips: 51.2836 images/s [03/13 05:04:05] ppdet.engine INFO: Epoch: [134] [400/610] learning_rate: 0.139536 loss_vfl: 0.900059 loss_bbox: 0.413243 loss_dfl: 0.411671 loss: 1.739629 eta: 1 day, 3:30:18 batch_cost: 0.9228 data_cost: 0.0005 ips: 52.0133 images/s [03/13 05:04:25] ppdet.engine INFO: Epoch: [134] [420/610] learning_rate: 0.139495 loss_vfl: 0.841322 loss_bbox: 0.379001 loss_dfl: 0.375734 loss: 1.588803 eta: 1 day, 3:29:57 batch_cost: 0.9312 data_cost: 0.0004 ips: 51.5470 images/s [03/13 05:04:47] ppdet.engine INFO: Epoch: [134] [440/610] learning_rate: 0.139455 loss_vfl: 0.958849 loss_bbox: 0.402186 loss_dfl: 0.417250 loss: 1.810500 eta: 1 day, 3:29:37 batch_cost: 0.9593 data_cost: 0.0004 ips: 50.0379 images/s [03/13 05:05:08] ppdet.engine INFO: Epoch: [134] [460/610] learning_rate: 0.139414 loss_vfl: 0.862562 loss_bbox: 0.391539 loss_dfl: 0.393510 loss: 1.658127 eta: 1 day, 3:29:17 batch_cost: 0.9807 data_cost: 0.0004 ips: 48.9428 images/s [03/13 05:05:29] ppdet.engine INFO: Epoch: [134] [480/610] learning_rate: 0.139373 loss_vfl: 0.868457 loss_bbox: 0.409144 loss_dfl: 0.406678 loss: 1.707942 eta: 1 day, 3:28:56 batch_cost: 0.8975 data_cost: 0.0004 ips: 53.4793 images/s [03/13 05:05:51] ppdet.engine INFO: Epoch: [134] [500/610] learning_rate: 0.139332 loss_vfl: 0.923603 loss_bbox: 0.413628 loss_dfl: 0.411004 loss: 1.750603 eta: 1 day, 3:28:35 batch_cost: 0.9302 data_cost: 0.0004 ips: 51.5998 images/s [03/13 05:06:11] ppdet.engine INFO: Epoch: [134] [520/610] learning_rate: 0.139292 loss_vfl: 0.928682 loss_bbox: 0.405523 loss_dfl: 0.405407 loss: 1.772561 eta: 1 day, 3:28:14 batch_cost: 0.9150 data_cost: 0.0004 ips: 52.4611 images/s [03/13 05:06:33] ppdet.engine INFO: Epoch: [134] [540/610] learning_rate: 0.139251 loss_vfl: 0.942798 loss_bbox: 0.404598 loss_dfl: 0.411520 loss: 1.772353 eta: 1 day, 3:27:53 batch_cost: 0.9286 data_cost: 0.0013 ips: 51.6901 images/s [03/13 05:06:54] ppdet.engine INFO: Epoch: [134] [560/610] learning_rate: 0.139210 loss_vfl: 0.934570 loss_bbox: 0.404332 loss_dfl: 0.414905 loss: 1.749351 eta: 1 day, 3:27:32 batch_cost: 0.9564 data_cost: 0.0004 ips: 50.1880 images/s [03/13 05:07:15] ppdet.engine INFO: Epoch: [134] [580/610] learning_rate: 0.139169 loss_vfl: 0.915273 loss_bbox: 0.410478 loss_dfl: 0.396566 loss: 1.723146 eta: 1 day, 3:27:11 batch_cost: 0.9302 data_cost: 0.0004 ips: 51.6007 images/s [03/13 05:07:36] ppdet.engine INFO: Epoch: [134] [600/610] learning_rate: 0.139129 loss_vfl: 0.907160 loss_bbox: 0.419692 loss_dfl: 0.408830 loss: 1.731748 eta: 1 day, 3:26:51 batch_cost: 0.9271 data_cost: 0.0005 ips: 51.7757 images/s [03/13 05:07:53] ppdet.engine INFO: Epoch: [135] [ 0/610] learning_rate: 0.139108 loss_vfl: 0.895530 loss_bbox: 0.404951 loss_dfl: 0.393402 loss: 1.688435 eta: 1 day, 3:26:45 batch_cost: 1.1248 data_cost: 0.4225 ips: 42.6726 images/s [03/13 05:08:20] ppdet.engine INFO: Epoch: [135] [ 20/610] learning_rate: 0.139068 loss_vfl: 0.878833 loss_bbox: 0.360092 loss_dfl: 0.368065 loss: 1.628718 eta: 1 day, 3:26:32 batch_cost: 1.2539 data_cost: 0.0004 ips: 38.2815 images/s [03/13 05:08:42] ppdet.engine INFO: Epoch: [135] [ 40/610] learning_rate: 0.139027 loss_vfl: 0.928529 loss_bbox: 0.407830 loss_dfl: 0.411660 loss: 1.755645 eta: 1 day, 3:26:13 batch_cost: 0.9910 data_cost: 0.0005 ips: 48.4378 images/s [03/13 05:09:04] ppdet.engine INFO: Epoch: [135] [ 60/610] learning_rate: 0.138986 loss_vfl: 0.908437 loss_bbox: 0.409394 loss_dfl: 0.406172 loss: 1.742885 eta: 1 day, 3:25:54 batch_cost: 1.0198 data_cost: 0.0015 ips: 47.0689 images/s [03/13 05:09:25] ppdet.engine INFO: Epoch: [135] [ 80/610] learning_rate: 0.138945 loss_vfl: 0.898865 loss_bbox: 0.396187 loss_dfl: 0.393522 loss: 1.695709 eta: 1 day, 3:25:33 batch_cost: 0.9138 data_cost: 0.0014 ips: 52.5265 images/s [03/13 05:09:46] ppdet.engine INFO: Epoch: [135] [100/610] learning_rate: 0.138905 loss_vfl: 0.946063 loss_bbox: 0.413653 loss_dfl: 0.415370 loss: 1.787257 eta: 1 day, 3:25:13 batch_cost: 0.9910 data_cost: 0.0004 ips: 48.4364 images/s [03/13 05:10:08] ppdet.engine INFO: Epoch: [135] [120/610] learning_rate: 0.138864 loss_vfl: 0.884523 loss_bbox: 0.404399 loss_dfl: 0.390280 loss: 1.656230 eta: 1 day, 3:24:53 batch_cost: 0.9492 data_cost: 0.0004 ips: 50.5713 images/s [03/13 05:10:29] ppdet.engine INFO: Epoch: [135] [140/610] learning_rate: 0.138823 loss_vfl: 0.917318 loss_bbox: 0.405092 loss_dfl: 0.406768 loss: 1.743817 eta: 1 day, 3:24:34 batch_cost: 0.9962 data_cost: 0.0004 ips: 48.1824 images/s [03/13 05:10:52] ppdet.engine INFO: Epoch: [135] [160/610] learning_rate: 0.138782 loss_vfl: 0.877191 loss_bbox: 0.399791 loss_dfl: 0.399260 loss: 1.668213 eta: 1 day, 3:24:14 batch_cost: 0.9960 data_cost: 0.0004 ips: 48.1931 images/s [03/13 05:11:13] ppdet.engine INFO: Epoch: [135] [180/610] learning_rate: 0.138742 loss_vfl: 0.897223 loss_bbox: 0.398390 loss_dfl: 0.405986 loss: 1.690945 eta: 1 day, 3:23:54 batch_cost: 0.9306 data_cost: 0.0005 ips: 51.5804 images/s [03/13 05:11:34] ppdet.engine INFO: Epoch: [135] [200/610] learning_rate: 0.138701 loss_vfl: 1.025516 loss_bbox: 0.456126 loss_dfl: 0.449445 loss: 1.946865 eta: 1 day, 3:23:32 batch_cost: 0.9089 data_cost: 0.0004 ips: 52.8116 images/s [03/13 05:11:57] ppdet.engine INFO: Epoch: [135] [220/610] learning_rate: 0.138660 loss_vfl: 0.871930 loss_bbox: 0.384694 loss_dfl: 0.384889 loss: 1.619417 eta: 1 day, 3:23:14 batch_cost: 1.0201 data_cost: 0.0004 ips: 47.0559 images/s [03/13 05:12:18] ppdet.engine INFO: Epoch: [135] [240/610] learning_rate: 0.138619 loss_vfl: 0.891106 loss_bbox: 0.385168 loss_dfl: 0.386774 loss: 1.673095 eta: 1 day, 3:22:54 batch_cost: 0.9821 data_cost: 0.0004 ips: 48.8737 images/s [03/13 05:12:40] ppdet.engine INFO: Epoch: [135] [260/610] learning_rate: 0.138578 loss_vfl: 0.910624 loss_bbox: 0.391210 loss_dfl: 0.397687 loss: 1.685400 eta: 1 day, 3:22:34 batch_cost: 0.9588 data_cost: 0.0004 ips: 50.0651 images/s [03/13 05:13:02] ppdet.engine INFO: Epoch: [135] [280/610] learning_rate: 0.138538 loss_vfl: 0.933556 loss_bbox: 0.419302 loss_dfl: 0.410563 loss: 1.777425 eta: 1 day, 3:22:15 batch_cost: 1.0133 data_cost: 0.0004 ips: 47.3685 images/s [03/13 05:13:22] ppdet.engine INFO: Epoch: [135] [300/610] learning_rate: 0.138497 loss_vfl: 0.913800 loss_bbox: 0.409205 loss_dfl: 0.407716 loss: 1.730085 eta: 1 day, 3:21:54 batch_cost: 0.9333 data_cost: 0.0052 ips: 51.4282 images/s [03/13 05:13:45] ppdet.engine INFO: Epoch: [135] [320/610] learning_rate: 0.138456 loss_vfl: 0.894652 loss_bbox: 0.398786 loss_dfl: 0.403394 loss: 1.692294 eta: 1 day, 3:21:35 batch_cost: 0.9898 data_cost: 0.0004 ips: 48.4932 images/s [03/13 05:14:06] ppdet.engine INFO: Epoch: [135] [340/610] learning_rate: 0.138415 loss_vfl: 0.929872 loss_bbox: 0.424528 loss_dfl: 0.406126 loss: 1.745665 eta: 1 day, 3:21:14 batch_cost: 0.9326 data_cost: 0.0004 ips: 51.4696 images/s [03/13 05:14:28] ppdet.engine INFO: Epoch: [135] [360/610] learning_rate: 0.138375 loss_vfl: 0.877635 loss_bbox: 0.388760 loss_dfl: 0.391194 loss: 1.643437 eta: 1 day, 3:20:54 batch_cost: 0.9837 data_cost: 0.0004 ips: 48.7942 images/s [03/13 05:14:50] ppdet.engine INFO: Epoch: [135] [380/610] learning_rate: 0.138334 loss_vfl: 0.930172 loss_bbox: 0.434473 loss_dfl: 0.418779 loss: 1.807501 eta: 1 day, 3:20:35 batch_cost: 1.0186 data_cost: 0.0004 ips: 47.1229 images/s [03/13 05:15:11] ppdet.engine INFO: Epoch: [135] [400/610] learning_rate: 0.138293 loss_vfl: 0.844605 loss_bbox: 0.386603 loss_dfl: 0.397176 loss: 1.630661 eta: 1 day, 3:20:14 batch_cost: 0.8883 data_cost: 0.0009 ips: 54.0335 images/s [03/13 05:15:32] ppdet.engine INFO: Epoch: [135] [420/610] learning_rate: 0.138252 loss_vfl: 0.948222 loss_bbox: 0.425343 loss_dfl: 0.421677 loss: 1.778770 eta: 1 day, 3:19:55 batch_cost: 1.0188 data_cost: 0.0004 ips: 47.1154 images/s [03/13 05:15:54] ppdet.engine INFO: Epoch: [135] [440/610] learning_rate: 0.138211 loss_vfl: 0.923528 loss_bbox: 0.407228 loss_dfl: 0.400714 loss: 1.733726 eta: 1 day, 3:19:34 batch_cost: 0.9327 data_cost: 0.0004 ips: 51.4634 images/s [03/13 05:16:16] ppdet.engine INFO: Epoch: [135] [460/610] learning_rate: 0.138171 loss_vfl: 0.916612 loss_bbox: 0.393481 loss_dfl: 0.395390 loss: 1.716430 eta: 1 day, 3:19:14 batch_cost: 0.9654 data_cost: 0.0005 ips: 49.7178 images/s [03/13 05:16:38] ppdet.engine INFO: Epoch: [135] [480/610] learning_rate: 0.138130 loss_vfl: 0.914435 loss_bbox: 0.421330 loss_dfl: 0.398791 loss: 1.704890 eta: 1 day, 3:18:53 batch_cost: 0.9373 data_cost: 0.0004 ips: 51.2091 images/s [03/13 05:16:58] ppdet.engine INFO: Epoch: [135] [500/610] learning_rate: 0.138089 loss_vfl: 0.910612 loss_bbox: 0.399809 loss_dfl: 0.399891 loss: 1.692199 eta: 1 day, 3:18:32 batch_cost: 0.9319 data_cost: 0.0004 ips: 51.5070 images/s [03/13 05:17:19] ppdet.engine INFO: Epoch: [135] [520/610] learning_rate: 0.138048 loss_vfl: 0.918312 loss_bbox: 0.412305 loss_dfl: 0.410604 loss: 1.745070 eta: 1 day, 3:18:12 batch_cost: 0.9337 data_cost: 0.0005 ips: 51.4082 images/s [03/13 05:17:41] ppdet.engine INFO: Epoch: [135] [540/610] learning_rate: 0.138007 loss_vfl: 0.943461 loss_bbox: 0.428306 loss_dfl: 0.428018 loss: 1.809248 eta: 1 day, 3:17:52 batch_cost: 0.9702 data_cost: 0.0004 ips: 49.4767 images/s [03/13 05:18:02] ppdet.engine INFO: Epoch: [135] [560/610] learning_rate: 0.137967 loss_vfl: 0.875554 loss_bbox: 0.396326 loss_dfl: 0.393616 loss: 1.651890 eta: 1 day, 3:17:32 batch_cost: 0.9685 data_cost: 0.0018 ips: 49.5614 images/s [03/13 05:18:24] ppdet.engine INFO: Epoch: [135] [580/610] learning_rate: 0.137926 loss_vfl: 0.913831 loss_bbox: 0.403747 loss_dfl: 0.411105 loss: 1.717780 eta: 1 day, 3:17:11 batch_cost: 0.9384 data_cost: 0.0004 ips: 51.1508 images/s [03/13 05:18:45] ppdet.engine INFO: Epoch: [135] [600/610] learning_rate: 0.137885 loss_vfl: 0.924719 loss_bbox: 0.402017 loss_dfl: 0.396801 loss: 1.728536 eta: 1 day, 3:16:51 batch_cost: 0.9441 data_cost: 0.0008 ips: 50.8410 images/s [03/13 05:19:07] ppdet.engine INFO: Epoch: [136] [ 0/610] learning_rate: 0.137865 loss_vfl: 0.939724 loss_bbox: 0.418653 loss_dfl: 0.403181 loss: 1.745320 eta: 1 day, 3:16:51 batch_cost: 1.3721 data_cost: 0.3301 ips: 34.9822 images/s [03/13 05:19:32] ppdet.engine INFO: Epoch: [136] [ 20/610] learning_rate: 0.137824 loss_vfl: 0.918285 loss_bbox: 0.405969 loss_dfl: 0.397079 loss: 1.722282 eta: 1 day, 3:16:33 batch_cost: 1.0689 data_cost: 0.0004 ips: 44.9041 images/s [03/13 05:19:54] ppdet.engine INFO: Epoch: [136] [ 40/610] learning_rate: 0.137783 loss_vfl: 0.944287 loss_bbox: 0.404877 loss_dfl: 0.412868 loss: 1.770090 eta: 1 day, 3:16:15 batch_cost: 1.0493 data_cost: 0.0009 ips: 45.7435 images/s [03/13 05:20:17] ppdet.engine INFO: Epoch: [136] [ 60/610] learning_rate: 0.137742 loss_vfl: 0.932200 loss_bbox: 0.412345 loss_dfl: 0.408074 loss: 1.761711 eta: 1 day, 3:15:57 batch_cost: 1.0441 data_cost: 0.0004 ips: 45.9722 images/s [03/13 05:20:39] ppdet.engine INFO: Epoch: [136] [ 80/610] learning_rate: 0.137701 loss_vfl: 0.905037 loss_bbox: 0.375130 loss_dfl: 0.371940 loss: 1.654143 eta: 1 day, 3:15:35 batch_cost: 0.9021 data_cost: 0.0004 ips: 53.2112 images/s [03/13 05:21:00] ppdet.engine INFO: Epoch: [136] [100/610] learning_rate: 0.137661 loss_vfl: 0.858321 loss_bbox: 0.392008 loss_dfl: 0.387916 loss: 1.635705 eta: 1 day, 3:15:14 batch_cost: 0.8908 data_cost: 0.0004 ips: 53.8845 images/s [03/13 05:21:21] ppdet.engine INFO: Epoch: [136] [120/610] learning_rate: 0.137620 loss_vfl: 0.944941 loss_bbox: 0.409462 loss_dfl: 0.411867 loss: 1.777900 eta: 1 day, 3:14:53 batch_cost: 0.9380 data_cost: 0.0004 ips: 51.1753 images/s [03/13 05:21:43] ppdet.engine INFO: Epoch: [136] [140/610] learning_rate: 0.137579 loss_vfl: 0.933417 loss_bbox: 0.399812 loss_dfl: 0.406940 loss: 1.748257 eta: 1 day, 3:14:32 batch_cost: 0.9430 data_cost: 0.0006 ips: 50.9035 images/s [03/13 05:22:04] ppdet.engine INFO: Epoch: [136] [160/610] learning_rate: 0.137538 loss_vfl: 0.936807 loss_bbox: 0.427072 loss_dfl: 0.421903 loss: 1.784760 eta: 1 day, 3:14:12 batch_cost: 0.9716 data_cost: 0.0004 ips: 49.4011 images/s [03/13 05:22:24] ppdet.engine INFO: Epoch: [136] [180/610] learning_rate: 0.137497 loss_vfl: 0.982643 loss_bbox: 0.424630 loss_dfl: 0.423470 loss: 1.848658 eta: 1 day, 3:13:51 batch_cost: 0.9052 data_cost: 0.0009 ips: 53.0263 images/s [03/13 05:22:47] ppdet.engine INFO: Epoch: [136] [200/610] learning_rate: 0.137456 loss_vfl: 0.909901 loss_bbox: 0.407536 loss_dfl: 0.391689 loss: 1.693402 eta: 1 day, 3:13:31 batch_cost: 0.9754 data_cost: 0.0004 ips: 49.2126 images/s [03/13 05:23:09] ppdet.engine INFO: Epoch: [136] [220/610] learning_rate: 0.137416 loss_vfl: 0.909029 loss_bbox: 0.421189 loss_dfl: 0.406666 loss: 1.739899 eta: 1 day, 3:13:13 batch_cost: 1.0264 data_cost: 0.0004 ips: 46.7633 images/s [03/13 05:23:30] ppdet.engine INFO: Epoch: [136] [240/610] learning_rate: 0.137375 loss_vfl: 0.901139 loss_bbox: 0.406865 loss_dfl: 0.406540 loss: 1.710598 eta: 1 day, 3:12:53 batch_cost: 0.9700 data_cost: 0.0004 ips: 49.4829 images/s [03/13 05:23:52] ppdet.engine INFO: Epoch: [136] [260/610] learning_rate: 0.137334 loss_vfl: 0.864834 loss_bbox: 0.361003 loss_dfl: 0.384567 loss: 1.631677 eta: 1 day, 3:12:32 batch_cost: 0.9490 data_cost: 0.0006 ips: 50.5769 images/s [03/13 05:24:15] ppdet.engine INFO: Epoch: [136] [280/610] learning_rate: 0.137293 loss_vfl: 0.852011 loss_bbox: 0.365346 loss_dfl: 0.380094 loss: 1.599227 eta: 1 day, 3:12:12 batch_cost: 0.9512 data_cost: 0.0005 ips: 50.4633 images/s [03/13 05:24:37] ppdet.engine INFO: Epoch: [136] [300/610] learning_rate: 0.137252 loss_vfl: 0.927832 loss_bbox: 0.413892 loss_dfl: 0.417340 loss: 1.750446 eta: 1 day, 3:11:53 batch_cost: 1.0019 data_cost: 0.0004 ips: 47.9090 images/s [03/13 05:24:58] ppdet.engine INFO: Epoch: [136] [320/610] learning_rate: 0.137211 loss_vfl: 0.922404 loss_bbox: 0.401039 loss_dfl: 0.391721 loss: 1.703408 eta: 1 day, 3:11:32 batch_cost: 0.9374 data_cost: 0.0004 ips: 51.2073 images/s [03/13 05:25:19] ppdet.engine INFO: Epoch: [136] [340/610] learning_rate: 0.137171 loss_vfl: 0.929646 loss_bbox: 0.428715 loss_dfl: 0.415431 loss: 1.790808 eta: 1 day, 3:11:12 batch_cost: 0.9444 data_cost: 0.0011 ips: 50.8272 images/s [03/13 05:25:41] ppdet.engine INFO: Epoch: [136] [360/610] learning_rate: 0.137130 loss_vfl: 0.925061 loss_bbox: 0.417357 loss_dfl: 0.410720 loss: 1.732282 eta: 1 day, 3:10:51 batch_cost: 0.9627 data_cost: 0.0006 ips: 49.8606 images/s [03/13 05:26:04] ppdet.engine INFO: Epoch: [136] [380/610] learning_rate: 0.137089 loss_vfl: 0.931120 loss_bbox: 0.417307 loss_dfl: 0.408698 loss: 1.762695 eta: 1 day, 3:10:33 batch_cost: 1.0225 data_cost: 0.0004 ips: 46.9449 images/s [03/13 05:26:24] ppdet.engine INFO: Epoch: [136] [400/610] learning_rate: 0.137048 loss_vfl: 0.885621 loss_bbox: 0.394024 loss_dfl: 0.392893 loss: 1.671985 eta: 1 day, 3:10:11 batch_cost: 0.8918 data_cost: 0.0004 ips: 53.8254 images/s [03/13 05:26:47] ppdet.engine INFO: Epoch: [136] [420/610] learning_rate: 0.137007 loss_vfl: 0.924558 loss_bbox: 0.399200 loss_dfl: 0.399302 loss: 1.705214 eta: 1 day, 3:09:52 batch_cost: 0.9935 data_cost: 0.0010 ips: 48.3121 images/s [03/13 05:27:08] ppdet.engine INFO: Epoch: [136] [440/610] learning_rate: 0.136966 loss_vfl: 0.887747 loss_bbox: 0.383128 loss_dfl: 0.402285 loss: 1.671535 eta: 1 day, 3:09:31 batch_cost: 0.9219 data_cost: 0.0004 ips: 52.0671 images/s [03/13 05:27:31] ppdet.engine INFO: Epoch: [136] [460/610] learning_rate: 0.136926 loss_vfl: 0.914083 loss_bbox: 0.398171 loss_dfl: 0.407754 loss: 1.741507 eta: 1 day, 3:09:12 batch_cost: 1.0196 data_cost: 0.0004 ips: 47.0762 images/s [03/13 05:27:53] ppdet.engine INFO: Epoch: [136] [480/610] learning_rate: 0.136885 loss_vfl: 0.905128 loss_bbox: 0.385395 loss_dfl: 0.399575 loss: 1.679134 eta: 1 day, 3:08:53 batch_cost: 1.0103 data_cost: 0.0016 ips: 47.5121 images/s [03/13 05:28:14] ppdet.engine INFO: Epoch: [136] [500/610] learning_rate: 0.136844 loss_vfl: 0.905201 loss_bbox: 0.409718 loss_dfl: 0.398063 loss: 1.722929 eta: 1 day, 3:08:32 batch_cost: 0.9462 data_cost: 0.0004 ips: 50.7308 images/s [03/13 05:28:36] ppdet.engine INFO: Epoch: [136] [520/610] learning_rate: 0.136803 loss_vfl: 0.915730 loss_bbox: 0.392571 loss_dfl: 0.403797 loss: 1.724599 eta: 1 day, 3:08:12 batch_cost: 0.9594 data_cost: 0.0004 ips: 50.0295 images/s [03/13 05:28:57] ppdet.engine INFO: Epoch: [136] [540/610] learning_rate: 0.136762 loss_vfl: 0.939066 loss_bbox: 0.426172 loss_dfl: 0.418654 loss: 1.788562 eta: 1 day, 3:07:50 batch_cost: 0.8806 data_cost: 0.0004 ips: 54.5103 images/s [03/13 05:29:19] ppdet.engine INFO: Epoch: [136] [560/610] learning_rate: 0.136721 loss_vfl: 0.932032 loss_bbox: 0.415465 loss_dfl: 0.410047 loss: 1.765118 eta: 1 day, 3:07:30 batch_cost: 0.9617 data_cost: 0.0004 ips: 49.9098 images/s [03/13 05:29:40] ppdet.engine INFO: Epoch: [136] [580/610] learning_rate: 0.136680 loss_vfl: 0.944589 loss_bbox: 0.400708 loss_dfl: 0.409471 loss: 1.717266 eta: 1 day, 3:07:10 batch_cost: 0.9414 data_cost: 0.0004 ips: 50.9859 images/s [03/13 05:30:01] ppdet.engine INFO: Epoch: [136] [600/610] learning_rate: 0.136639 loss_vfl: 0.905357 loss_bbox: 0.392229 loss_dfl: 0.399638 loss: 1.720950 eta: 1 day, 3:06:50 batch_cost: 0.9853 data_cost: 0.0005 ips: 48.7178 images/s [03/13 05:30:22] ppdet.engine INFO: Epoch: [137] [ 0/610] learning_rate: 0.136619 loss_vfl: 0.879784 loss_bbox: 0.385831 loss_dfl: 0.384000 loss: 1.621253 eta: 1 day, 3:06:49 batch_cost: 1.3166 data_cost: 0.5579 ips: 36.4565 images/s [03/13 05:30:47] ppdet.engine INFO: Epoch: [137] [ 20/610] learning_rate: 0.136578 loss_vfl: 0.909281 loss_bbox: 0.388701 loss_dfl: 0.398755 loss: 1.704788 eta: 1 day, 3:06:33 batch_cost: 1.1335 data_cost: 0.0004 ips: 42.3453 images/s [03/13 05:31:09] ppdet.engine INFO: Epoch: [137] [ 40/610] learning_rate: 0.136537 loss_vfl: 0.882752 loss_bbox: 0.425194 loss_dfl: 0.406514 loss: 1.706647 eta: 1 day, 3:06:12 batch_cost: 0.9507 data_cost: 0.0004 ips: 50.4912 images/s [03/13 05:31:33] ppdet.engine INFO: Epoch: [137] [ 60/610] learning_rate: 0.136496 loss_vfl: 0.914127 loss_bbox: 0.412422 loss_dfl: 0.406833 loss: 1.742205 eta: 1 day, 3:05:54 batch_cost: 1.0494 data_cost: 0.0004 ips: 45.7403 images/s [03/13 05:31:55] ppdet.engine INFO: Epoch: [137] [ 80/610] learning_rate: 0.136456 loss_vfl: 0.921834 loss_bbox: 0.411736 loss_dfl: 0.410743 loss: 1.739583 eta: 1 day, 3:05:34 batch_cost: 0.9563 data_cost: 0.0004 ips: 50.1959 images/s [03/13 05:32:17] ppdet.engine INFO: Epoch: [137] [100/610] learning_rate: 0.136415 loss_vfl: 0.872533 loss_bbox: 0.378958 loss_dfl: 0.385541 loss: 1.634755 eta: 1 day, 3:05:14 batch_cost: 0.9897 data_cost: 0.0004 ips: 48.4984 images/s [03/13 05:32:39] ppdet.engine INFO: Epoch: [137] [120/610] learning_rate: 0.136374 loss_vfl: 0.905392 loss_bbox: 0.417443 loss_dfl: 0.406832 loss: 1.730249 eta: 1 day, 3:04:56 batch_cost: 1.0117 data_cost: 0.0010 ips: 47.4471 images/s [03/13 05:32:58] ppdet.engine INFO: Epoch: [137] [140/610] learning_rate: 0.136333 loss_vfl: 0.925986 loss_bbox: 0.395124 loss_dfl: 0.396722 loss: 1.727577 eta: 1 day, 3:04:34 batch_cost: 0.9040 data_cost: 0.0004 ips: 53.0975 images/s [03/13 05:33:21] ppdet.engine INFO: Epoch: [137] [160/610] learning_rate: 0.136292 loss_vfl: 0.864822 loss_bbox: 0.363330 loss_dfl: 0.379979 loss: 1.594398 eta: 1 day, 3:04:15 batch_cost: 0.9859 data_cost: 0.0004 ips: 48.6884 images/s [03/13 05:33:43] ppdet.engine INFO: Epoch: [137] [180/610] learning_rate: 0.136251 loss_vfl: 0.924279 loss_bbox: 0.421888 loss_dfl: 0.411049 loss: 1.776759 eta: 1 day, 3:03:55 batch_cost: 0.9647 data_cost: 0.0004 ips: 49.7569 images/s [03/13 05:34:06] ppdet.engine INFO: Epoch: [137] [200/610] learning_rate: 0.136210 loss_vfl: 0.887952 loss_bbox: 0.405656 loss_dfl: 0.407361 loss: 1.704212 eta: 1 day, 3:03:36 batch_cost: 1.0081 data_cost: 0.0005 ips: 47.6133 images/s [03/13 05:34:27] ppdet.engine INFO: Epoch: [137] [220/610] learning_rate: 0.136169 loss_vfl: 0.849760 loss_bbox: 0.369381 loss_dfl: 0.379922 loss: 1.619492 eta: 1 day, 3:03:14 batch_cost: 0.8950 data_cost: 0.0006 ips: 53.6329 images/s [03/13 05:34:49] ppdet.engine INFO: Epoch: [137] [240/610] learning_rate: 0.136128 loss_vfl: 0.911763 loss_bbox: 0.409932 loss_dfl: 0.409794 loss: 1.720418 eta: 1 day, 3:02:53 batch_cost: 0.9356 data_cost: 0.0004 ips: 51.3014 images/s [03/13 05:35:11] ppdet.engine INFO: Epoch: [137] [260/610] learning_rate: 0.136088 loss_vfl: 0.940538 loss_bbox: 0.408352 loss_dfl: 0.408790 loss: 1.784059 eta: 1 day, 3:02:34 batch_cost: 1.0175 data_cost: 0.0004 ips: 47.1732 images/s [03/13 05:35:33] ppdet.engine INFO: Epoch: [137] [280/610] learning_rate: 0.136047 loss_vfl: 0.901182 loss_bbox: 0.403973 loss_dfl: 0.405159 loss: 1.711016 eta: 1 day, 3:02:14 batch_cost: 0.9365 data_cost: 0.0004 ips: 51.2551 images/s [03/13 05:35:54] ppdet.engine INFO: Epoch: [137] [300/610] learning_rate: 0.136006 loss_vfl: 0.948509 loss_bbox: 0.401339 loss_dfl: 0.405691 loss: 1.758617 eta: 1 day, 3:01:54 batch_cost: 0.9733 data_cost: 0.0004 ips: 49.3192 images/s [03/13 05:36:15] ppdet.engine INFO: Epoch: [137] [320/610] learning_rate: 0.135965 loss_vfl: 0.908639 loss_bbox: 0.400161 loss_dfl: 0.402697 loss: 1.726771 eta: 1 day, 3:01:33 batch_cost: 0.9385 data_cost: 0.0016 ips: 51.1471 images/s [03/13 05:36:38] ppdet.engine INFO: Epoch: [137] [340/610] learning_rate: 0.135924 loss_vfl: 0.927171 loss_bbox: 0.398137 loss_dfl: 0.396726 loss: 1.685187 eta: 1 day, 3:01:14 batch_cost: 1.0191 data_cost: 0.0011 ips: 47.0996 images/s [03/13 05:37:00] ppdet.engine INFO: Epoch: [137] [360/610] learning_rate: 0.135883 loss_vfl: 0.875217 loss_bbox: 0.399816 loss_dfl: 0.380128 loss: 1.635390 eta: 1 day, 3:00:55 batch_cost: 0.9891 data_cost: 0.0009 ips: 48.5289 images/s [03/13 05:37:23] ppdet.engine INFO: Epoch: [137] [380/610] learning_rate: 0.135842 loss_vfl: 0.902808 loss_bbox: 0.409413 loss_dfl: 0.395591 loss: 1.731621 eta: 1 day, 3:00:34 batch_cost: 0.9439 data_cost: 0.0007 ips: 50.8543 images/s [03/13 05:37:43] ppdet.engine INFO: Epoch: [137] [400/610] learning_rate: 0.135801 loss_vfl: 0.879192 loss_bbox: 0.391913 loss_dfl: 0.391008 loss: 1.645556 eta: 1 day, 3:00:14 batch_cost: 0.9352 data_cost: 0.0004 ips: 51.3253 images/s [03/13 05:38:05] ppdet.engine INFO: Epoch: [137] [420/610] learning_rate: 0.135760 loss_vfl: 0.911225 loss_bbox: 0.388571 loss_dfl: 0.395285 loss: 1.703886 eta: 1 day, 2:59:55 batch_cost: 1.0078 data_cost: 0.0004 ips: 47.6297 images/s [03/13 05:38:25] ppdet.engine INFO: Epoch: [137] [440/610] learning_rate: 0.135719 loss_vfl: 0.862039 loss_bbox: 0.373863 loss_dfl: 0.373960 loss: 1.636622 eta: 1 day, 2:59:34 batch_cost: 0.9511 data_cost: 0.0004 ips: 50.4675 images/s [03/13 05:38:47] ppdet.engine INFO: Epoch: [137] [460/610] learning_rate: 0.135678 loss_vfl: 0.888704 loss_bbox: 0.390562 loss_dfl: 0.387843 loss: 1.680426 eta: 1 day, 2:59:14 batch_cost: 0.9347 data_cost: 0.0006 ips: 51.3551 images/s [03/13 05:39:09] ppdet.engine INFO: Epoch: [137] [480/610] learning_rate: 0.135638 loss_vfl: 0.898222 loss_bbox: 0.425150 loss_dfl: 0.410374 loss: 1.720268 eta: 1 day, 2:58:53 batch_cost: 0.9580 data_cost: 0.0004 ips: 50.1022 images/s [03/13 05:39:29] ppdet.engine INFO: Epoch: [137] [500/610] learning_rate: 0.135597 loss_vfl: 0.962808 loss_bbox: 0.428481 loss_dfl: 0.431214 loss: 1.825137 eta: 1 day, 2:58:32 batch_cost: 0.8902 data_cost: 0.0005 ips: 53.9233 images/s [03/13 05:39:51] ppdet.engine INFO: Epoch: [137] [520/610] learning_rate: 0.135556 loss_vfl: 0.937058 loss_bbox: 0.410608 loss_dfl: 0.409951 loss: 1.745784 eta: 1 day, 2:58:11 batch_cost: 0.9215 data_cost: 0.0004 ips: 52.0866 images/s [03/13 05:40:12] ppdet.engine INFO: Epoch: [137] [540/610] learning_rate: 0.135515 loss_vfl: 0.913663 loss_bbox: 0.397668 loss_dfl: 0.414900 loss: 1.739234 eta: 1 day, 2:57:49 batch_cost: 0.9105 data_cost: 0.0004 ips: 52.7180 images/s [03/13 05:40:32] ppdet.engine INFO: Epoch: [137] [560/610] learning_rate: 0.135474 loss_vfl: 0.915819 loss_bbox: 0.418644 loss_dfl: 0.427816 loss: 1.781098 eta: 1 day, 2:57:29 batch_cost: 0.9499 data_cost: 0.0004 ips: 50.5297 images/s [03/13 05:40:53] ppdet.engine INFO: Epoch: [137] [580/610] learning_rate: 0.135433 loss_vfl: 0.901120 loss_bbox: 0.396689 loss_dfl: 0.407893 loss: 1.708144 eta: 1 day, 2:57:08 batch_cost: 0.9340 data_cost: 0.0004 ips: 51.3929 images/s [03/13 05:41:14] ppdet.engine INFO: Epoch: [137] [600/610] learning_rate: 0.135392 loss_vfl: 0.955804 loss_bbox: 0.396787 loss_dfl: 0.415820 loss: 1.748977 eta: 1 day, 2:56:47 batch_cost: 0.9235 data_cost: 0.0005 ips: 51.9783 images/s [03/13 05:41:36] ppdet.engine INFO: Epoch: [138] [ 0/610] learning_rate: 0.135372 loss_vfl: 0.926593 loss_bbox: 0.379976 loss_dfl: 0.398757 loss: 1.709451 eta: 1 day, 2:56:46 batch_cost: 1.2752 data_cost: 0.3386 ips: 37.6424 images/s [03/13 05:42:01] ppdet.engine INFO: Epoch: [138] [ 20/610] learning_rate: 0.135331 loss_vfl: 0.953539 loss_bbox: 0.392062 loss_dfl: 0.407075 loss: 1.746842 eta: 1 day, 2:56:27 batch_cost: 1.0419 data_cost: 0.0004 ips: 46.0711 images/s [03/13 05:42:24] ppdet.engine INFO: Epoch: [138] [ 40/610] learning_rate: 0.135290 loss_vfl: 0.866785 loss_bbox: 0.390218 loss_dfl: 0.388902 loss: 1.645465 eta: 1 day, 2:56:09 batch_cost: 1.0261 data_cost: 0.0004 ips: 46.7775 images/s [03/13 05:42:45] ppdet.engine INFO: Epoch: [138] [ 60/610] learning_rate: 0.135249 loss_vfl: 0.907718 loss_bbox: 0.408683 loss_dfl: 0.408071 loss: 1.726108 eta: 1 day, 2:55:47 batch_cost: 0.8989 data_cost: 0.0004 ips: 53.3973 images/s [03/13 05:43:06] ppdet.engine INFO: Epoch: [138] [ 80/610] learning_rate: 0.135208 loss_vfl: 0.882855 loss_bbox: 0.389918 loss_dfl: 0.395070 loss: 1.679748 eta: 1 day, 2:55:28 batch_cost: 1.0044 data_cost: 0.0005 ips: 47.7916 images/s [03/13 05:43:28] ppdet.engine INFO: Epoch: [138] [100/610] learning_rate: 0.135167 loss_vfl: 0.885362 loss_bbox: 0.402322 loss_dfl: 0.393728 loss: 1.677770 eta: 1 day, 2:55:08 batch_cost: 0.9721 data_cost: 0.0005 ips: 49.3794 images/s [03/13 05:43:50] ppdet.engine INFO: Epoch: [138] [120/610] learning_rate: 0.135126 loss_vfl: 0.863283 loss_bbox: 0.385395 loss_dfl: 0.386652 loss: 1.637201 eta: 1 day, 2:54:48 batch_cost: 0.9511 data_cost: 0.0005 ips: 50.4693 images/s [03/13 05:44:11] ppdet.engine INFO: Epoch: [138] [140/610] learning_rate: 0.135085 loss_vfl: 0.881835 loss_bbox: 0.382154 loss_dfl: 0.380494 loss: 1.623520 eta: 1 day, 2:54:28 batch_cost: 0.9628 data_cost: 0.0005 ips: 49.8569 images/s [03/13 05:44:31] ppdet.engine INFO: Epoch: [138] [160/610] learning_rate: 0.135044 loss_vfl: 0.839420 loss_bbox: 0.387403 loss_dfl: 0.381601 loss: 1.604525 eta: 1 day, 2:54:06 batch_cost: 0.8943 data_cost: 0.0004 ips: 53.6752 images/s [03/13 05:44:53] ppdet.engine INFO: Epoch: [138] [180/610] learning_rate: 0.135003 loss_vfl: 0.916179 loss_bbox: 0.415776 loss_dfl: 0.415240 loss: 1.745353 eta: 1 day, 2:53:47 batch_cost: 0.9833 data_cost: 0.0004 ips: 48.8173 images/s [03/13 05:45:14] ppdet.engine INFO: Epoch: [138] [200/610] learning_rate: 0.134962 loss_vfl: 0.975122 loss_bbox: 0.444791 loss_dfl: 0.438311 loss: 1.871794 eta: 1 day, 2:53:26 batch_cost: 0.9472 data_cost: 0.0006 ips: 50.6740 images/s [03/13 05:45:35] ppdet.engine INFO: Epoch: [138] [220/610] learning_rate: 0.134921 loss_vfl: 0.937533 loss_bbox: 0.412569 loss_dfl: 0.409943 loss: 1.762737 eta: 1 day, 2:53:04 batch_cost: 0.8642 data_cost: 0.0004 ips: 55.5414 images/s [03/13 05:45:57] ppdet.engine INFO: Epoch: [138] [240/610] learning_rate: 0.134880 loss_vfl: 0.897803 loss_bbox: 0.410639 loss_dfl: 0.396691 loss: 1.699841 eta: 1 day, 2:52:45 batch_cost: 1.0122 data_cost: 0.0004 ips: 47.4195 images/s [03/13 05:46:18] ppdet.engine INFO: Epoch: [138] [260/610] learning_rate: 0.134839 loss_vfl: 0.934145 loss_bbox: 0.431552 loss_dfl: 0.432905 loss: 1.818957 eta: 1 day, 2:52:24 batch_cost: 0.9485 data_cost: 0.0004 ips: 50.6041 images/s [03/13 05:46:41] ppdet.engine INFO: Epoch: [138] [280/610] learning_rate: 0.134798 loss_vfl: 0.861922 loss_bbox: 0.383127 loss_dfl: 0.383313 loss: 1.638696 eta: 1 day, 2:52:06 batch_cost: 1.0181 data_cost: 0.0004 ips: 47.1453 images/s [03/13 05:47:02] ppdet.engine INFO: Epoch: [138] [300/610] learning_rate: 0.134757 loss_vfl: 0.947071 loss_bbox: 0.425483 loss_dfl: 0.421457 loss: 1.789172 eta: 1 day, 2:51:45 batch_cost: 0.9400 data_cost: 0.0004 ips: 51.0620 images/s [03/13 05:47:24] ppdet.engine INFO: Epoch: [138] [320/610] learning_rate: 0.134716 loss_vfl: 0.882733 loss_bbox: 0.394164 loss_dfl: 0.386039 loss: 1.665470 eta: 1 day, 2:51:26 batch_cost: 1.0030 data_cost: 0.0004 ips: 47.8569 images/s [03/13 05:47:45] ppdet.engine INFO: Epoch: [138] [340/610] learning_rate: 0.134676 loss_vfl: 0.885980 loss_bbox: 0.423979 loss_dfl: 0.413506 loss: 1.744296 eta: 1 day, 2:51:06 batch_cost: 0.9897 data_cost: 0.0004 ips: 48.5011 images/s [03/13 05:48:07] ppdet.engine INFO: Epoch: [138] [360/610] learning_rate: 0.134635 loss_vfl: 0.960324 loss_bbox: 0.418442 loss_dfl: 0.400049 loss: 1.778867 eta: 1 day, 2:50:46 batch_cost: 0.9460 data_cost: 0.0004 ips: 50.7409 images/s [03/13 05:48:29] ppdet.engine INFO: Epoch: [138] [380/610] learning_rate: 0.134594 loss_vfl: 0.923595 loss_bbox: 0.399510 loss_dfl: 0.401828 loss: 1.716867 eta: 1 day, 2:50:25 batch_cost: 0.9375 data_cost: 0.0004 ips: 51.2008 images/s [03/13 05:48:51] ppdet.engine INFO: Epoch: [138] [400/610] learning_rate: 0.134553 loss_vfl: 0.885259 loss_bbox: 0.395496 loss_dfl: 0.385752 loss: 1.664189 eta: 1 day, 2:50:06 batch_cost: 0.9894 data_cost: 0.0004 ips: 48.5135 images/s [03/13 05:49:12] ppdet.engine INFO: Epoch: [138] [420/610] learning_rate: 0.134512 loss_vfl: 0.883938 loss_bbox: 0.384011 loss_dfl: 0.390007 loss: 1.636283 eta: 1 day, 2:49:45 batch_cost: 0.9361 data_cost: 0.0004 ips: 51.2758 images/s [03/13 05:49:33] ppdet.engine INFO: Epoch: [138] [440/610] learning_rate: 0.134471 loss_vfl: 0.904580 loss_bbox: 0.390406 loss_dfl: 0.396105 loss: 1.676459 eta: 1 day, 2:49:25 batch_cost: 0.9721 data_cost: 0.0005 ips: 49.3753 images/s [03/13 05:49:54] ppdet.engine INFO: Epoch: [138] [460/610] learning_rate: 0.134430 loss_vfl: 0.932399 loss_bbox: 0.407904 loss_dfl: 0.403343 loss: 1.762115 eta: 1 day, 2:49:04 batch_cost: 0.9198 data_cost: 0.0004 ips: 52.1827 images/s [03/13 05:50:16] ppdet.engine INFO: Epoch: [138] [480/610] learning_rate: 0.134389 loss_vfl: 0.899321 loss_bbox: 0.407078 loss_dfl: 0.398092 loss: 1.703136 eta: 1 day, 2:48:45 batch_cost: 1.0094 data_cost: 0.0004 ips: 47.5513 images/s [03/13 05:50:39] ppdet.engine INFO: Epoch: [138] [500/610] learning_rate: 0.134348 loss_vfl: 0.878300 loss_bbox: 0.392879 loss_dfl: 0.394054 loss: 1.693125 eta: 1 day, 2:48:27 batch_cost: 1.0438 data_cost: 0.0014 ips: 45.9848 images/s [03/13 05:51:00] ppdet.engine INFO: Epoch: [138] [520/610] learning_rate: 0.134307 loss_vfl: 0.943293 loss_bbox: 0.396243 loss_dfl: 0.401547 loss: 1.720903 eta: 1 day, 2:48:06 batch_cost: 0.9292 data_cost: 0.0008 ips: 51.6592 images/s [03/13 05:51:22] ppdet.engine INFO: Epoch: [138] [540/610] learning_rate: 0.134266 loss_vfl: 0.903103 loss_bbox: 0.394195 loss_dfl: 0.400053 loss: 1.686293 eta: 1 day, 2:47:47 batch_cost: 0.9862 data_cost: 0.0004 ips: 48.6717 images/s [03/13 05:51:44] ppdet.engine INFO: Epoch: [138] [560/610] learning_rate: 0.134225 loss_vfl: 0.913648 loss_bbox: 0.422298 loss_dfl: 0.414832 loss: 1.736461 eta: 1 day, 2:47:26 batch_cost: 0.9418 data_cost: 0.0004 ips: 50.9661 images/s [03/13 05:52:06] ppdet.engine INFO: Epoch: [138] [580/610] learning_rate: 0.134184 loss_vfl: 0.907548 loss_bbox: 0.406522 loss_dfl: 0.397886 loss: 1.696186 eta: 1 day, 2:47:07 batch_cost: 0.9854 data_cost: 0.0004 ips: 48.7124 images/s [03/13 05:52:28] ppdet.engine INFO: Epoch: [138] [600/610] learning_rate: 0.134143 loss_vfl: 0.900449 loss_bbox: 0.410530 loss_dfl: 0.396010 loss: 1.718141 eta: 1 day, 2:46:47 batch_cost: 0.9603 data_cost: 0.0006 ips: 49.9831 images/s [03/13 05:52:49] ppdet.engine INFO: Epoch: [139] [ 0/610] learning_rate: 0.134122 loss_vfl: 0.905693 loss_bbox: 0.408670 loss_dfl: 0.407120 loss: 1.745705 eta: 1 day, 2:46:45 batch_cost: 1.3314 data_cost: 0.3963 ips: 36.0533 images/s [03/13 05:53:13] ppdet.engine INFO: Epoch: [139] [ 20/610] learning_rate: 0.134081 loss_vfl: 0.877157 loss_bbox: 0.395662 loss_dfl: 0.382598 loss: 1.669591 eta: 1 day, 2:46:27 batch_cost: 1.0379 data_cost: 0.0004 ips: 46.2470 images/s [03/13 05:53:34] ppdet.engine INFO: Epoch: [139] [ 40/610] learning_rate: 0.134040 loss_vfl: 0.891193 loss_bbox: 0.399561 loss_dfl: 0.405477 loss: 1.723602 eta: 1 day, 2:46:07 batch_cost: 0.9553 data_cost: 0.0004 ips: 50.2445 images/s [03/13 05:53:56] ppdet.engine INFO: Epoch: [139] [ 60/610] learning_rate: 0.133999 loss_vfl: 0.907572 loss_bbox: 0.394842 loss_dfl: 0.404127 loss: 1.742886 eta: 1 day, 2:45:46 batch_cost: 0.9484 data_cost: 0.0005 ips: 50.6092 images/s [03/13 05:54:18] ppdet.engine INFO: Epoch: [139] [ 80/610] learning_rate: 0.133958 loss_vfl: 0.944276 loss_bbox: 0.401294 loss_dfl: 0.410644 loss: 1.753509 eta: 1 day, 2:45:26 batch_cost: 0.9657 data_cost: 0.0006 ips: 49.7067 images/s [03/13 05:54:39] ppdet.engine INFO: Epoch: [139] [100/610] learning_rate: 0.133917 loss_vfl: 0.903840 loss_bbox: 0.385301 loss_dfl: 0.393953 loss: 1.664096 eta: 1 day, 2:45:06 batch_cost: 0.9394 data_cost: 0.0004 ips: 51.0951 images/s [03/13 05:55:02] ppdet.engine INFO: Epoch: [139] [120/610] learning_rate: 0.133876 loss_vfl: 0.852961 loss_bbox: 0.365402 loss_dfl: 0.382424 loss: 1.589319 eta: 1 day, 2:44:47 batch_cost: 1.0149 data_cost: 0.0006 ips: 47.2970 images/s [03/13 05:55:24] ppdet.engine INFO: Epoch: [139] [140/610] learning_rate: 0.133836 loss_vfl: 0.897241 loss_bbox: 0.397150 loss_dfl: 0.397331 loss: 1.734538 eta: 1 day, 2:44:29 batch_cost: 1.0554 data_cost: 0.0004 ips: 45.4799 images/s [03/13 05:55:45] ppdet.engine INFO: Epoch: [139] [160/610] learning_rate: 0.133795 loss_vfl: 0.862239 loss_bbox: 0.383178 loss_dfl: 0.395509 loss: 1.621481 eta: 1 day, 2:44:09 batch_cost: 0.9452 data_cost: 0.0010 ips: 50.7849 images/s [03/13 05:56:07] ppdet.engine INFO: Epoch: [139] [180/610] learning_rate: 0.133754 loss_vfl: 0.911851 loss_bbox: 0.403199 loss_dfl: 0.403371 loss: 1.713210 eta: 1 day, 2:43:49 batch_cost: 1.0027 data_cost: 0.0004 ips: 47.8700 images/s [03/13 05:56:30] ppdet.engine INFO: Epoch: [139] [200/610] learning_rate: 0.133713 loss_vfl: 0.874307 loss_bbox: 0.390668 loss_dfl: 0.393169 loss: 1.661195 eta: 1 day, 2:43:30 batch_cost: 0.9735 data_cost: 0.0006 ips: 49.3088 images/s [03/13 05:56:51] ppdet.engine INFO: Epoch: [139] [220/610] learning_rate: 0.133672 loss_vfl: 0.939004 loss_bbox: 0.414502 loss_dfl: 0.420580 loss: 1.799292 eta: 1 day, 2:43:09 batch_cost: 0.9552 data_cost: 0.0005 ips: 50.2507 images/s [03/13 05:57:13] ppdet.engine INFO: Epoch: [139] [240/610] learning_rate: 0.133631 loss_vfl: 0.896993 loss_bbox: 0.388399 loss_dfl: 0.393348 loss: 1.661753 eta: 1 day, 2:42:50 batch_cost: 0.9738 data_cost: 0.0005 ips: 49.2925 images/s [03/13 05:57:33] ppdet.engine INFO: Epoch: [139] [260/610] learning_rate: 0.133590 loss_vfl: 0.880915 loss_bbox: 0.395081 loss_dfl: 0.389113 loss: 1.673745 eta: 1 day, 2:42:28 batch_cost: 0.8947 data_cost: 0.0004 ips: 53.6481 images/s [03/13 05:57:55] ppdet.engine INFO: Epoch: [139] [280/610] learning_rate: 0.133549 loss_vfl: 0.886106 loss_bbox: 0.397084 loss_dfl: 0.400881 loss: 1.692603 eta: 1 day, 2:42:08 batch_cost: 0.9853 data_cost: 0.0005 ips: 48.7149 images/s [03/13 05:58:17] ppdet.engine INFO: Epoch: [139] [300/610] learning_rate: 0.133508 loss_vfl: 0.906004 loss_bbox: 0.392012 loss_dfl: 0.408115 loss: 1.716211 eta: 1 day, 2:41:47 batch_cost: 0.9206 data_cost: 0.0005 ips: 52.1395 images/s [03/13 05:58:39] ppdet.engine INFO: Epoch: [139] [320/610] learning_rate: 0.133466 loss_vfl: 0.889621 loss_bbox: 0.393669 loss_dfl: 0.389805 loss: 1.670796 eta: 1 day, 2:41:28 batch_cost: 0.9953 data_cost: 0.0004 ips: 48.2247 images/s [03/13 05:59:00] ppdet.engine INFO: Epoch: [139] [340/610] learning_rate: 0.133425 loss_vfl: 0.936338 loss_bbox: 0.435809 loss_dfl: 0.428103 loss: 1.800241 eta: 1 day, 2:41:07 batch_cost: 0.9282 data_cost: 0.0008 ips: 51.7106 images/s [03/13 05:59:22] ppdet.engine INFO: Epoch: [139] [360/610] learning_rate: 0.133384 loss_vfl: 0.860921 loss_bbox: 0.366295 loss_dfl: 0.394349 loss: 1.622503 eta: 1 day, 2:40:47 batch_cost: 0.9714 data_cost: 0.0004 ips: 49.4148 images/s [03/13 05:59:43] ppdet.engine INFO: Epoch: [139] [380/610] learning_rate: 0.133343 loss_vfl: 0.866105 loss_bbox: 0.389006 loss_dfl: 0.387980 loss: 1.661583 eta: 1 day, 2:40:28 batch_cost: 0.9880 data_cost: 0.0004 ips: 48.5821 images/s [03/13 06:00:04] ppdet.engine INFO: Epoch: [139] [400/610] learning_rate: 0.133302 loss_vfl: 0.919394 loss_bbox: 0.407356 loss_dfl: 0.405755 loss: 1.718533 eta: 1 day, 2:40:06 batch_cost: 0.8962 data_cost: 0.0004 ips: 53.5585 images/s [03/13 06:00:27] ppdet.engine INFO: Epoch: [139] [420/610] learning_rate: 0.133261 loss_vfl: 0.916924 loss_bbox: 0.413749 loss_dfl: 0.405302 loss: 1.751713 eta: 1 day, 2:39:48 batch_cost: 1.0390 data_cost: 0.0004 ips: 46.1994 images/s [03/13 06:00:46] ppdet.engine INFO: Epoch: [139] [440/610] learning_rate: 0.133220 loss_vfl: 0.880087 loss_bbox: 0.388932 loss_dfl: 0.384857 loss: 1.639203 eta: 1 day, 2:39:25 batch_cost: 0.8389 data_cost: 0.0004 ips: 57.2180 images/s [03/13 06:01:08] ppdet.engine INFO: Epoch: [139] [460/610] learning_rate: 0.133179 loss_vfl: 0.894346 loss_bbox: 0.413756 loss_dfl: 0.395628 loss: 1.674223 eta: 1 day, 2:39:06 batch_cost: 1.0127 data_cost: 0.0004 ips: 47.3965 images/s [03/13 06:01:31] ppdet.engine INFO: Epoch: [139] [480/610] learning_rate: 0.133138 loss_vfl: 0.874182 loss_bbox: 0.387486 loss_dfl: 0.385537 loss: 1.640093 eta: 1 day, 2:38:47 batch_cost: 0.9942 data_cost: 0.0004 ips: 48.2796 images/s [03/13 06:01:53] ppdet.engine INFO: Epoch: [139] [500/610] learning_rate: 0.133097 loss_vfl: 0.957985 loss_bbox: 0.413682 loss_dfl: 0.423844 loss: 1.788878 eta: 1 day, 2:38:27 batch_cost: 0.9780 data_cost: 0.0004 ips: 49.0786 images/s [03/13 06:02:15] ppdet.engine INFO: Epoch: [139] [520/610] learning_rate: 0.133056 loss_vfl: 0.953229 loss_bbox: 0.418757 loss_dfl: 0.414052 loss: 1.777392 eta: 1 day, 2:38:06 batch_cost: 0.9023 data_cost: 0.0028 ips: 53.1985 images/s [03/13 06:02:35] ppdet.engine INFO: Epoch: [139] [540/610] learning_rate: 0.133015 loss_vfl: 0.903377 loss_bbox: 0.397233 loss_dfl: 0.401259 loss: 1.724460 eta: 1 day, 2:37:43 batch_cost: 0.8448 data_cost: 0.0004 ips: 56.8184 images/s [03/13 06:02:58] ppdet.engine INFO: Epoch: [139] [560/610] learning_rate: 0.132974 loss_vfl: 0.859508 loss_bbox: 0.391429 loss_dfl: 0.391150 loss: 1.665353 eta: 1 day, 2:37:24 batch_cost: 1.0036 data_cost: 0.0005 ips: 47.8288 images/s [03/13 06:03:19] ppdet.engine INFO: Epoch: [139] [580/610] learning_rate: 0.132933 loss_vfl: 0.924038 loss_bbox: 0.398395 loss_dfl: 0.409410 loss: 1.739512 eta: 1 day, 2:37:01 batch_cost: 0.8548 data_cost: 0.0004 ips: 56.1537 images/s [03/13 06:03:39] ppdet.engine INFO: Epoch: [139] [600/610] learning_rate: 0.132892 loss_vfl: 0.889071 loss_bbox: 0.378123 loss_dfl: 0.391709 loss: 1.666614 eta: 1 day, 2:36:40 batch_cost: 0.8953 data_cost: 0.0006 ips: 53.6103 images/s [03/13 06:03:48] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 06:03:48] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 06:03:49] ppdet.engine INFO: Eval iter: 0 [03/13 06:04:13] ppdet.engine INFO: Eval iter: 100 [03/13 06:04:22] ppdet.engine INFO: Eval iter: 200 [03/13 06:04:32] ppdet.engine INFO: Eval iter: 300 [03/13 06:04:42] ppdet.engine INFO: Eval iter: 400 [03/13 06:04:51] ppdet.engine INFO: Eval iter: 500 [03/13 06:05:00] ppdet.engine INFO: Eval iter: 600 [03/13 06:05:14] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.02s) creating index... index created! [03/13 06:05:15] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.23s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=61.64s). Accumulating evaluation results... DONE (t=12.34s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.364 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.520 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.392 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.152 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.399 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.309 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.491 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.522 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.242 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768 [03/13 06:06:37] ppdet.engine INFO: Total sample number: 4952, averge FPS: 65.73840017246405 [03/13 06:06:37] ppdet.engine INFO: Best test bbox ap is 0.364. [03/13 06:06:37] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 06:06:37] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 06:06:38] ppdet.engine INFO: Epoch: [140] [ 0/610] learning_rate: 0.132872 loss_vfl: 0.864601 loss_bbox: 0.374185 loss_dfl: 0.383840 loss: 1.620255 eta: 1 day, 2:36:23 batch_cost: 0.6545 data_cost: 0.0005 ips: 73.3340 images/s [03/13 06:07:01] ppdet.engine INFO: Epoch: [140] [ 20/610] learning_rate: 0.132831 loss_vfl: 0.930176 loss_bbox: 0.411515 loss_dfl: 0.416789 loss: 1.723517 eta: 1 day, 2:36:03 batch_cost: 0.9447 data_cost: 0.0004 ips: 50.8110 images/s [03/13 06:07:22] ppdet.engine INFO: Epoch: [140] [ 40/610] learning_rate: 0.132790 loss_vfl: 0.887719 loss_bbox: 0.396785 loss_dfl: 0.407452 loss: 1.667774 eta: 1 day, 2:35:43 batch_cost: 0.9617 data_cost: 0.0018 ips: 49.9127 images/s [03/13 06:07:43] ppdet.engine INFO: Epoch: [140] [ 60/610] learning_rate: 0.132749 loss_vfl: 0.897468 loss_bbox: 0.408574 loss_dfl: 0.403368 loss: 1.674631 eta: 1 day, 2:35:22 batch_cost: 0.9129 data_cost: 0.0004 ips: 52.5805 images/s [03/13 06:08:04] ppdet.engine INFO: Epoch: [140] [ 80/610] learning_rate: 0.132708 loss_vfl: 0.887437 loss_bbox: 0.390193 loss_dfl: 0.389985 loss: 1.667542 eta: 1 day, 2:35:00 batch_cost: 0.9034 data_cost: 0.0004 ips: 53.1324 images/s [03/13 06:08:25] ppdet.engine INFO: Epoch: [140] [100/610] learning_rate: 0.132667 loss_vfl: 0.886858 loss_bbox: 0.408949 loss_dfl: 0.402383 loss: 1.703619 eta: 1 day, 2:34:39 batch_cost: 0.9128 data_cost: 0.0004 ips: 52.5827 images/s [03/13 06:08:46] ppdet.engine INFO: Epoch: [140] [120/610] learning_rate: 0.132625 loss_vfl: 0.895791 loss_bbox: 0.401096 loss_dfl: 0.403840 loss: 1.716135 eta: 1 day, 2:34:19 batch_cost: 0.9507 data_cost: 0.0004 ips: 50.4908 images/s [03/13 06:09:08] ppdet.engine INFO: Epoch: [140] [140/610] learning_rate: 0.132584 loss_vfl: 0.928237 loss_bbox: 0.410610 loss_dfl: 0.415907 loss: 1.759949 eta: 1 day, 2:33:59 batch_cost: 0.9918 data_cost: 0.0004 ips: 48.3979 images/s [03/13 06:09:30] ppdet.engine INFO: Epoch: [140] [160/610] learning_rate: 0.132543 loss_vfl: 0.945638 loss_bbox: 0.415119 loss_dfl: 0.409960 loss: 1.768632 eta: 1 day, 2:33:40 batch_cost: 1.0008 data_cost: 0.0004 ips: 47.9608 images/s [03/13 06:09:51] ppdet.engine INFO: Epoch: [140] [180/610] learning_rate: 0.132502 loss_vfl: 0.921124 loss_bbox: 0.380851 loss_dfl: 0.389175 loss: 1.697493 eta: 1 day, 2:33:19 batch_cost: 0.9233 data_cost: 0.0004 ips: 51.9857 images/s [03/13 06:10:13] ppdet.engine INFO: Epoch: [140] [200/610] learning_rate: 0.132461 loss_vfl: 0.910066 loss_bbox: 0.418851 loss_dfl: 0.402025 loss: 1.739148 eta: 1 day, 2:32:59 batch_cost: 0.9464 data_cost: 0.0004 ips: 50.7167 images/s [03/13 06:10:35] ppdet.engine INFO: Epoch: [140] [220/610] learning_rate: 0.132420 loss_vfl: 0.933312 loss_bbox: 0.404210 loss_dfl: 0.398389 loss: 1.739323 eta: 1 day, 2:32:39 batch_cost: 0.9538 data_cost: 0.0004 ips: 50.3247 images/s [03/13 06:10:56] ppdet.engine INFO: Epoch: [140] [240/610] learning_rate: 0.132379 loss_vfl: 0.918905 loss_bbox: 0.419039 loss_dfl: 0.412321 loss: 1.752776 eta: 1 day, 2:32:17 batch_cost: 0.9139 data_cost: 0.0004 ips: 52.5205 images/s [03/13 06:11:18] ppdet.engine INFO: Epoch: [140] [260/610] learning_rate: 0.132338 loss_vfl: 0.890243 loss_bbox: 0.414283 loss_dfl: 0.409427 loss: 1.732982 eta: 1 day, 2:31:58 batch_cost: 0.9921 data_cost: 0.0012 ips: 48.3826 images/s [03/13 06:11:40] ppdet.engine INFO: Epoch: [140] [280/610] learning_rate: 0.132297 loss_vfl: 0.873887 loss_bbox: 0.386237 loss_dfl: 0.386024 loss: 1.638107 eta: 1 day, 2:31:38 batch_cost: 0.9510 data_cost: 0.0004 ips: 50.4736 images/s [03/13 06:12:01] ppdet.engine INFO: Epoch: [140] [300/610] learning_rate: 0.132256 loss_vfl: 0.888680 loss_bbox: 0.381354 loss_dfl: 0.391284 loss: 1.651250 eta: 1 day, 2:31:17 batch_cost: 0.9507 data_cost: 0.0005 ips: 50.4870 images/s [03/13 06:12:23] ppdet.engine INFO: Epoch: [140] [320/610] learning_rate: 0.132215 loss_vfl: 0.898954 loss_bbox: 0.376329 loss_dfl: 0.388170 loss: 1.672492 eta: 1 day, 2:30:56 batch_cost: 0.9129 data_cost: 0.0008 ips: 52.5795 images/s [03/13 06:12:46] ppdet.engine INFO: Epoch: [140] [340/610] learning_rate: 0.132174 loss_vfl: 0.880697 loss_bbox: 0.376054 loss_dfl: 0.379579 loss: 1.616510 eta: 1 day, 2:30:38 batch_cost: 1.0347 data_cost: 0.0004 ips: 46.3883 images/s [03/13 06:13:08] ppdet.engine INFO: Epoch: [140] [360/610] learning_rate: 0.132133 loss_vfl: 0.902175 loss_bbox: 0.382942 loss_dfl: 0.386664 loss: 1.647239 eta: 1 day, 2:30:19 batch_cost: 1.0158 data_cost: 0.0004 ips: 47.2536 images/s [03/13 06:13:29] ppdet.engine INFO: Epoch: [140] [380/610] learning_rate: 0.132092 loss_vfl: 0.948038 loss_bbox: 0.418382 loss_dfl: 0.410820 loss: 1.789374 eta: 1 day, 2:29:58 batch_cost: 0.9084 data_cost: 0.0004 ips: 52.8407 images/s [03/13 06:13:50] ppdet.engine INFO: Epoch: [140] [400/610] learning_rate: 0.132051 loss_vfl: 0.872898 loss_bbox: 0.393659 loss_dfl: 0.395614 loss: 1.653874 eta: 1 day, 2:29:36 batch_cost: 0.8861 data_cost: 0.0011 ips: 54.1683 images/s [03/13 06:14:10] ppdet.engine INFO: Epoch: [140] [420/610] learning_rate: 0.132010 loss_vfl: 0.852240 loss_bbox: 0.379739 loss_dfl: 0.378044 loss: 1.602635 eta: 1 day, 2:29:14 batch_cost: 0.8892 data_cost: 0.0004 ips: 53.9794 images/s [03/13 06:14:31] ppdet.engine INFO: Epoch: [140] [440/610] learning_rate: 0.131969 loss_vfl: 0.857583 loss_bbox: 0.375022 loss_dfl: 0.387143 loss: 1.623480 eta: 1 day, 2:28:52 batch_cost: 0.8846 data_cost: 0.0004 ips: 54.2594 images/s [03/13 06:14:52] ppdet.engine INFO: Epoch: [140] [460/610] learning_rate: 0.131928 loss_vfl: 0.902082 loss_bbox: 0.407340 loss_dfl: 0.407724 loss: 1.708590 eta: 1 day, 2:28:31 batch_cost: 0.9202 data_cost: 0.0004 ips: 52.1598 images/s [03/13 06:15:13] ppdet.engine INFO: Epoch: [140] [480/610] learning_rate: 0.131887 loss_vfl: 0.891456 loss_bbox: 0.390725 loss_dfl: 0.397045 loss: 1.655032 eta: 1 day, 2:28:10 batch_cost: 0.9072 data_cost: 0.0004 ips: 52.9094 images/s [03/13 06:15:35] ppdet.engine INFO: Epoch: [140] [500/610] learning_rate: 0.131845 loss_vfl: 0.894961 loss_bbox: 0.402257 loss_dfl: 0.395135 loss: 1.730106 eta: 1 day, 2:27:52 batch_cost: 1.0324 data_cost: 0.0004 ips: 46.4924 images/s [03/13 06:15:57] ppdet.engine INFO: Epoch: [140] [520/610] learning_rate: 0.131804 loss_vfl: 0.934756 loss_bbox: 0.424029 loss_dfl: 0.413844 loss: 1.773498 eta: 1 day, 2:27:33 batch_cost: 1.0056 data_cost: 0.0004 ips: 47.7324 images/s [03/13 06:16:18] ppdet.engine INFO: Epoch: [140] [540/610] learning_rate: 0.131763 loss_vfl: 0.890306 loss_bbox: 0.395233 loss_dfl: 0.398999 loss: 1.682428 eta: 1 day, 2:27:12 batch_cost: 0.9596 data_cost: 0.0015 ips: 50.0190 images/s [03/13 06:16:39] ppdet.engine INFO: Epoch: [140] [560/610] learning_rate: 0.131722 loss_vfl: 0.931616 loss_bbox: 0.431487 loss_dfl: 0.404967 loss: 1.757487 eta: 1 day, 2:26:52 batch_cost: 0.9441 data_cost: 0.0004 ips: 50.8438 images/s [03/13 06:17:02] ppdet.engine INFO: Epoch: [140] [580/610] learning_rate: 0.131681 loss_vfl: 0.877555 loss_bbox: 0.384939 loss_dfl: 0.391376 loss: 1.669076 eta: 1 day, 2:26:32 batch_cost: 0.9833 data_cost: 0.0004 ips: 48.8158 images/s [03/13 06:17:22] ppdet.engine INFO: Epoch: [140] [600/610] learning_rate: 0.131640 loss_vfl: 0.893207 loss_bbox: 0.359013 loss_dfl: 0.381298 loss: 1.635069 eta: 1 day, 2:26:12 batch_cost: 0.9299 data_cost: 0.0010 ips: 51.6193 images/s [03/13 06:17:41] ppdet.engine INFO: Epoch: [141] [ 0/610] learning_rate: 0.131620 loss_vfl: 0.890593 loss_bbox: 0.372521 loss_dfl: 0.380527 loss: 1.625730 eta: 1 day, 2:26:08 batch_cost: 1.1474 data_cost: 0.4403 ips: 41.8347 images/s [03/13 06:18:07] ppdet.engine INFO: Epoch: [141] [ 20/610] learning_rate: 0.131579 loss_vfl: 0.912904 loss_bbox: 0.414854 loss_dfl: 0.418606 loss: 1.749449 eta: 1 day, 2:25:53 batch_cost: 1.1886 data_cost: 0.0004 ips: 40.3832 images/s [03/13 06:18:30] ppdet.engine INFO: Epoch: [141] [ 40/610] learning_rate: 0.131537 loss_vfl: 0.882269 loss_bbox: 0.400607 loss_dfl: 0.397995 loss: 1.682979 eta: 1 day, 2:25:34 batch_cost: 1.0226 data_cost: 0.0004 ips: 46.9398 images/s [03/13 06:18:52] ppdet.engine INFO: Epoch: [141] [ 60/610] learning_rate: 0.131496 loss_vfl: 0.863878 loss_bbox: 0.368044 loss_dfl: 0.378208 loss: 1.626171 eta: 1 day, 2:25:14 batch_cost: 0.9679 data_cost: 0.0011 ips: 49.5942 images/s [03/13 06:19:13] ppdet.engine INFO: Epoch: [141] [ 80/610] learning_rate: 0.131455 loss_vfl: 0.954294 loss_bbox: 0.420196 loss_dfl: 0.425137 loss: 1.800242 eta: 1 day, 2:24:53 batch_cost: 0.9268 data_cost: 0.0004 ips: 51.7926 images/s [03/13 06:19:35] ppdet.engine INFO: Epoch: [141] [100/610] learning_rate: 0.131414 loss_vfl: 0.921375 loss_bbox: 0.396116 loss_dfl: 0.423116 loss: 1.741567 eta: 1 day, 2:24:33 batch_cost: 0.9646 data_cost: 0.0004 ips: 49.7610 images/s [03/13 06:19:57] ppdet.engine INFO: Epoch: [141] [120/610] learning_rate: 0.131373 loss_vfl: 0.890981 loss_bbox: 0.402509 loss_dfl: 0.408708 loss: 1.710107 eta: 1 day, 2:24:14 batch_cost: 1.0037 data_cost: 0.0004 ips: 47.8219 images/s [03/13 06:20:18] ppdet.engine INFO: Epoch: [141] [140/610] learning_rate: 0.131332 loss_vfl: 0.915586 loss_bbox: 0.399818 loss_dfl: 0.412609 loss: 1.737266 eta: 1 day, 2:23:54 batch_cost: 0.9846 data_cost: 0.0005 ips: 48.7493 images/s [03/13 06:20:40] ppdet.engine INFO: Epoch: [141] [160/610] learning_rate: 0.131291 loss_vfl: 0.906919 loss_bbox: 0.407015 loss_dfl: 0.401812 loss: 1.739934 eta: 1 day, 2:23:35 batch_cost: 0.9814 data_cost: 0.0004 ips: 48.9110 images/s [03/13 06:21:01] ppdet.engine INFO: Epoch: [141] [180/610] learning_rate: 0.131250 loss_vfl: 0.910413 loss_bbox: 0.413004 loss_dfl: 0.413168 loss: 1.759248 eta: 1 day, 2:23:13 batch_cost: 0.9003 data_cost: 0.0004 ips: 53.3134 images/s [03/13 06:21:22] ppdet.engine INFO: Epoch: [141] [200/610] learning_rate: 0.131209 loss_vfl: 0.898626 loss_bbox: 0.412675 loss_dfl: 0.389890 loss: 1.703843 eta: 1 day, 2:22:52 batch_cost: 0.8959 data_cost: 0.0004 ips: 53.5780 images/s [03/13 06:21:43] ppdet.engine INFO: Epoch: [141] [220/610] learning_rate: 0.131168 loss_vfl: 0.893253 loss_bbox: 0.413540 loss_dfl: 0.400172 loss: 1.703376 eta: 1 day, 2:22:31 batch_cost: 0.9263 data_cost: 0.0004 ips: 51.8171 images/s [03/13 06:22:04] ppdet.engine INFO: Epoch: [141] [240/610] learning_rate: 0.131127 loss_vfl: 0.970575 loss_bbox: 0.423058 loss_dfl: 0.420018 loss: 1.800569 eta: 1 day, 2:22:10 batch_cost: 0.9101 data_cost: 0.0005 ips: 52.7407 images/s [03/13 06:22:25] ppdet.engine INFO: Epoch: [141] [260/610] learning_rate: 0.131085 loss_vfl: 0.887251 loss_bbox: 0.388333 loss_dfl: 0.387801 loss: 1.684640 eta: 1 day, 2:21:48 batch_cost: 0.9047 data_cost: 0.0004 ips: 53.0582 images/s [03/13 06:22:48] ppdet.engine INFO: Epoch: [141] [280/610] learning_rate: 0.131044 loss_vfl: 0.919101 loss_bbox: 0.403238 loss_dfl: 0.401394 loss: 1.723531 eta: 1 day, 2:21:29 batch_cost: 0.9817 data_cost: 0.0004 ips: 48.8949 images/s [03/13 06:23:08] ppdet.engine INFO: Epoch: [141] [300/610] learning_rate: 0.131003 loss_vfl: 0.928196 loss_bbox: 0.415761 loss_dfl: 0.415649 loss: 1.785819 eta: 1 day, 2:21:07 batch_cost: 0.8809 data_cost: 0.0011 ips: 54.4895 images/s [03/13 06:23:30] ppdet.engine INFO: Epoch: [141] [320/610] learning_rate: 0.130962 loss_vfl: 0.941916 loss_bbox: 0.414328 loss_dfl: 0.420262 loss: 1.780868 eta: 1 day, 2:20:48 batch_cost: 1.0012 data_cost: 0.0005 ips: 47.9406 images/s [03/13 06:23:52] ppdet.engine INFO: Epoch: [141] [340/610] learning_rate: 0.130921 loss_vfl: 0.905881 loss_bbox: 0.381309 loss_dfl: 0.376798 loss: 1.651741 eta: 1 day, 2:20:29 batch_cost: 1.0371 data_cost: 0.0004 ips: 46.2834 images/s [03/13 06:24:14] ppdet.engine INFO: Epoch: [141] [360/610] learning_rate: 0.130880 loss_vfl: 0.901546 loss_bbox: 0.388559 loss_dfl: 0.385689 loss: 1.666326 eta: 1 day, 2:20:09 batch_cost: 0.9604 data_cost: 0.0004 ips: 49.9813 images/s [03/13 06:24:35] ppdet.engine INFO: Epoch: [141] [380/610] learning_rate: 0.130839 loss_vfl: 0.867022 loss_bbox: 0.378228 loss_dfl: 0.397097 loss: 1.641452 eta: 1 day, 2:19:50 batch_cost: 0.9769 data_cost: 0.0004 ips: 49.1363 images/s [03/13 06:24:57] ppdet.engine INFO: Epoch: [141] [400/610] learning_rate: 0.130798 loss_vfl: 0.875385 loss_bbox: 0.376211 loss_dfl: 0.383270 loss: 1.641908 eta: 1 day, 2:19:30 batch_cost: 0.9624 data_cost: 0.0006 ips: 49.8731 images/s [03/13 06:25:18] ppdet.engine INFO: Epoch: [141] [420/610] learning_rate: 0.130757 loss_vfl: 0.855563 loss_bbox: 0.401902 loss_dfl: 0.393480 loss: 1.654007 eta: 1 day, 2:19:09 batch_cost: 0.9479 data_cost: 0.0005 ips: 50.6379 images/s [03/13 06:25:38] ppdet.engine INFO: Epoch: [141] [440/610] learning_rate: 0.130716 loss_vfl: 0.892417 loss_bbox: 0.393625 loss_dfl: 0.392787 loss: 1.677289 eta: 1 day, 2:18:48 batch_cost: 0.9255 data_cost: 0.0004 ips: 51.8620 images/s [03/13 06:26:01] ppdet.engine INFO: Epoch: [141] [460/610] learning_rate: 0.130675 loss_vfl: 0.877146 loss_bbox: 0.378489 loss_dfl: 0.390756 loss: 1.631653 eta: 1 day, 2:18:28 batch_cost: 0.9623 data_cost: 0.0004 ips: 49.8802 images/s [03/13 06:26:23] ppdet.engine INFO: Epoch: [141] [480/610] learning_rate: 0.130633 loss_vfl: 0.871369 loss_bbox: 0.389281 loss_dfl: 0.398059 loss: 1.660347 eta: 1 day, 2:18:08 batch_cost: 0.9646 data_cost: 0.0004 ips: 49.7595 images/s [03/13 06:26:43] ppdet.engine INFO: Epoch: [141] [500/610] learning_rate: 0.130592 loss_vfl: 0.924456 loss_bbox: 0.395756 loss_dfl: 0.406031 loss: 1.744522 eta: 1 day, 2:17:46 batch_cost: 0.8821 data_cost: 0.0005 ips: 54.4186 images/s [03/13 06:27:05] ppdet.engine INFO: Epoch: [141] [520/610] learning_rate: 0.130551 loss_vfl: 0.910888 loss_bbox: 0.410276 loss_dfl: 0.408479 loss: 1.716685 eta: 1 day, 2:17:27 batch_cost: 0.9860 data_cost: 0.0004 ips: 48.6821 images/s [03/13 06:27:27] ppdet.engine INFO: Epoch: [141] [540/610] learning_rate: 0.130510 loss_vfl: 0.861326 loss_bbox: 0.362990 loss_dfl: 0.365014 loss: 1.596114 eta: 1 day, 2:17:08 batch_cost: 1.0202 data_cost: 0.0004 ips: 47.0517 images/s [03/13 06:27:50] ppdet.engine INFO: Epoch: [141] [560/610] learning_rate: 0.130469 loss_vfl: 0.947351 loss_bbox: 0.412541 loss_dfl: 0.410033 loss: 1.781847 eta: 1 day, 2:16:49 batch_cost: 0.9962 data_cost: 0.0007 ips: 48.1854 images/s [03/13 06:28:10] ppdet.engine INFO: Epoch: [141] [580/610] learning_rate: 0.130428 loss_vfl: 0.918439 loss_bbox: 0.407405 loss_dfl: 0.410674 loss: 1.717899 eta: 1 day, 2:16:28 batch_cost: 0.9389 data_cost: 0.0005 ips: 51.1254 images/s [03/13 06:28:31] ppdet.engine INFO: Epoch: [141] [600/610] learning_rate: 0.130387 loss_vfl: 0.864409 loss_bbox: 0.374545 loss_dfl: 0.384440 loss: 1.646258 eta: 1 day, 2:16:07 batch_cost: 0.9152 data_cost: 0.0005 ips: 52.4493 images/s [03/13 06:28:54] ppdet.engine INFO: Epoch: [142] [ 0/610] learning_rate: 0.130366 loss_vfl: 0.879497 loss_bbox: 0.382694 loss_dfl: 0.383915 loss: 1.612129 eta: 1 day, 2:16:06 batch_cost: 1.3012 data_cost: 0.5569 ips: 36.8887 images/s [03/13 06:29:19] ppdet.engine INFO: Epoch: [142] [ 20/610] learning_rate: 0.130325 loss_vfl: 0.860337 loss_bbox: 0.387277 loss_dfl: 0.400255 loss: 1.664065 eta: 1 day, 2:15:49 batch_cost: 1.1083 data_cost: 0.0004 ips: 43.3099 images/s [03/13 06:29:39] ppdet.engine INFO: Epoch: [142] [ 40/610] learning_rate: 0.130284 loss_vfl: 0.834728 loss_bbox: 0.366139 loss_dfl: 0.367108 loss: 1.562160 eta: 1 day, 2:15:28 batch_cost: 0.9192 data_cost: 0.0006 ips: 52.2167 images/s [03/13 06:30:03] ppdet.engine INFO: Epoch: [142] [ 60/610] learning_rate: 0.130243 loss_vfl: 0.882414 loss_bbox: 0.413283 loss_dfl: 0.402034 loss: 1.708515 eta: 1 day, 2:15:09 batch_cost: 1.0355 data_cost: 0.0005 ips: 46.3534 images/s [03/13 06:30:26] ppdet.engine INFO: Epoch: [142] [ 80/610] learning_rate: 0.130202 loss_vfl: 0.877867 loss_bbox: 0.383754 loss_dfl: 0.391412 loss: 1.672453 eta: 1 day, 2:14:50 batch_cost: 1.0133 data_cost: 0.0007 ips: 47.3714 images/s [03/13 06:30:48] ppdet.engine INFO: Epoch: [142] [100/610] learning_rate: 0.130161 loss_vfl: 0.891979 loss_bbox: 0.386825 loss_dfl: 0.400253 loss: 1.665140 eta: 1 day, 2:14:30 batch_cost: 0.9495 data_cost: 0.0029 ips: 50.5531 images/s [03/13 06:31:09] ppdet.engine INFO: Epoch: [142] [120/610] learning_rate: 0.130119 loss_vfl: 0.870813 loss_bbox: 0.383896 loss_dfl: 0.394376 loss: 1.672602 eta: 1 day, 2:14:09 batch_cost: 0.9239 data_cost: 0.0004 ips: 51.9513 images/s [03/13 06:31:30] ppdet.engine INFO: Epoch: [142] [140/610] learning_rate: 0.130078 loss_vfl: 0.851580 loss_bbox: 0.375706 loss_dfl: 0.378660 loss: 1.597789 eta: 1 day, 2:13:49 batch_cost: 0.9390 data_cost: 0.0005 ips: 51.1163 images/s [03/13 06:31:51] ppdet.engine INFO: Epoch: [142] [160/610] learning_rate: 0.130037 loss_vfl: 0.921805 loss_bbox: 0.409769 loss_dfl: 0.408309 loss: 1.745161 eta: 1 day, 2:13:28 batch_cost: 0.9539 data_cost: 0.0005 ips: 50.3222 images/s [03/13 06:32:13] ppdet.engine INFO: Epoch: [142] [180/610] learning_rate: 0.129996 loss_vfl: 0.869797 loss_bbox: 0.382183 loss_dfl: 0.406109 loss: 1.672907 eta: 1 day, 2:13:09 batch_cost: 1.0129 data_cost: 0.0010 ips: 47.3876 images/s [03/13 06:32:36] ppdet.engine INFO: Epoch: [142] [200/610] learning_rate: 0.129955 loss_vfl: 0.895590 loss_bbox: 0.394015 loss_dfl: 0.397243 loss: 1.684815 eta: 1 day, 2:12:47 batch_cost: 0.8684 data_cost: 0.0008 ips: 55.2748 images/s [03/13 06:32:57] ppdet.engine INFO: Epoch: [142] [220/610] learning_rate: 0.129914 loss_vfl: 0.909150 loss_bbox: 0.423949 loss_dfl: 0.398424 loss: 1.745070 eta: 1 day, 2:12:27 batch_cost: 0.9577 data_cost: 0.0004 ips: 50.1212 images/s [03/13 06:33:18] ppdet.engine INFO: Epoch: [142] [240/610] learning_rate: 0.129873 loss_vfl: 0.949094 loss_bbox: 0.402866 loss_dfl: 0.407371 loss: 1.737779 eta: 1 day, 2:12:06 batch_cost: 0.8998 data_cost: 0.0004 ips: 53.3435 images/s [03/13 06:33:40] ppdet.engine INFO: Epoch: [142] [260/610] learning_rate: 0.129832 loss_vfl: 0.918171 loss_bbox: 0.425318 loss_dfl: 0.424539 loss: 1.766080 eta: 1 day, 2:11:46 batch_cost: 0.9565 data_cost: 0.0011 ips: 50.1844 images/s [03/13 06:34:02] ppdet.engine INFO: Epoch: [142] [280/610] learning_rate: 0.129790 loss_vfl: 0.898970 loss_bbox: 0.389838 loss_dfl: 0.392303 loss: 1.674799 eta: 1 day, 2:11:27 batch_cost: 1.0289 data_cost: 0.0004 ips: 46.6520 images/s [03/13 06:34:23] ppdet.engine INFO: Epoch: [142] [300/610] learning_rate: 0.129749 loss_vfl: 0.896448 loss_bbox: 0.360378 loss_dfl: 0.385358 loss: 1.628762 eta: 1 day, 2:11:06 batch_cost: 0.9229 data_cost: 0.0009 ips: 52.0092 images/s [03/13 06:34:45] ppdet.engine INFO: Epoch: [142] [320/610] learning_rate: 0.129708 loss_vfl: 0.870102 loss_bbox: 0.388893 loss_dfl: 0.391393 loss: 1.646399 eta: 1 day, 2:10:45 batch_cost: 0.9255 data_cost: 0.0004 ips: 51.8659 images/s [03/13 06:35:07] ppdet.engine INFO: Epoch: [142] [340/610] learning_rate: 0.129667 loss_vfl: 0.917175 loss_bbox: 0.427200 loss_dfl: 0.420829 loss: 1.762642 eta: 1 day, 2:10:25 batch_cost: 0.9303 data_cost: 0.0004 ips: 51.5976 images/s [03/13 06:35:27] ppdet.engine INFO: Epoch: [142] [360/610] learning_rate: 0.129626 loss_vfl: 0.863155 loss_bbox: 0.399561 loss_dfl: 0.400034 loss: 1.661392 eta: 1 day, 2:10:03 batch_cost: 0.8823 data_cost: 0.0007 ips: 54.4023 images/s [03/13 06:35:50] ppdet.engine INFO: Epoch: [142] [380/610] learning_rate: 0.129585 loss_vfl: 0.873460 loss_bbox: 0.377832 loss_dfl: 0.385285 loss: 1.631238 eta: 1 day, 2:09:44 batch_cost: 1.0030 data_cost: 0.0004 ips: 47.8556 images/s [03/13 06:36:12] ppdet.engine INFO: Epoch: [142] [400/610] learning_rate: 0.129544 loss_vfl: 0.909546 loss_bbox: 0.411517 loss_dfl: 0.406986 loss: 1.763385 eta: 1 day, 2:09:24 batch_cost: 0.9822 data_cost: 0.0004 ips: 48.8712 images/s [03/13 06:36:34] ppdet.engine INFO: Epoch: [142] [420/610] learning_rate: 0.129503 loss_vfl: 0.875685 loss_bbox: 0.392384 loss_dfl: 0.404159 loss: 1.655731 eta: 1 day, 2:09:06 batch_cost: 1.0331 data_cost: 0.0004 ips: 46.4633 images/s [03/13 06:36:55] ppdet.engine INFO: Epoch: [142] [440/610] learning_rate: 0.129461 loss_vfl: 0.917882 loss_bbox: 0.397021 loss_dfl: 0.407394 loss: 1.721871 eta: 1 day, 2:08:44 batch_cost: 0.8804 data_cost: 0.0004 ips: 54.5178 images/s [03/13 06:37:17] ppdet.engine INFO: Epoch: [142] [460/610] learning_rate: 0.129420 loss_vfl: 0.900510 loss_bbox: 0.398969 loss_dfl: 0.406330 loss: 1.699138 eta: 1 day, 2:08:24 batch_cost: 0.9746 data_cost: 0.0009 ips: 49.2534 images/s [03/13 06:37:38] ppdet.engine INFO: Epoch: [142] [480/610] learning_rate: 0.129379 loss_vfl: 0.929420 loss_bbox: 0.422445 loss_dfl: 0.411942 loss: 1.758652 eta: 1 day, 2:08:02 batch_cost: 0.8927 data_cost: 0.0004 ips: 53.7705 images/s [03/13 06:38:01] ppdet.engine INFO: Epoch: [142] [500/610] learning_rate: 0.129338 loss_vfl: 0.931528 loss_bbox: 0.418138 loss_dfl: 0.418637 loss: 1.771657 eta: 1 day, 2:07:41 batch_cost: 0.9035 data_cost: 0.0004 ips: 53.1239 images/s [03/13 06:38:22] ppdet.engine INFO: Epoch: [142] [520/610] learning_rate: 0.129297 loss_vfl: 0.937216 loss_bbox: 0.408062 loss_dfl: 0.405864 loss: 1.770023 eta: 1 day, 2:07:22 batch_cost: 1.0020 data_cost: 0.0004 ips: 47.9045 images/s [03/13 06:38:43] ppdet.engine INFO: Epoch: [142] [540/610] learning_rate: 0.129256 loss_vfl: 0.901029 loss_bbox: 0.400550 loss_dfl: 0.405735 loss: 1.733086 eta: 1 day, 2:07:00 batch_cost: 0.8603 data_cost: 0.0004 ips: 55.7932 images/s [03/13 06:39:05] ppdet.engine INFO: Epoch: [142] [560/610] learning_rate: 0.129215 loss_vfl: 0.843470 loss_bbox: 0.371085 loss_dfl: 0.378806 loss: 1.611231 eta: 1 day, 2:06:39 batch_cost: 0.9321 data_cost: 0.0004 ips: 51.4942 images/s [03/13 06:39:26] ppdet.engine INFO: Epoch: [142] [580/610] learning_rate: 0.129173 loss_vfl: 0.866172 loss_bbox: 0.401074 loss_dfl: 0.396472 loss: 1.663497 eta: 1 day, 2:06:19 batch_cost: 0.9487 data_cost: 0.0004 ips: 50.5944 images/s [03/13 06:39:47] ppdet.engine INFO: Epoch: [142] [600/610] learning_rate: 0.129132 loss_vfl: 0.915572 loss_bbox: 0.407858 loss_dfl: 0.391474 loss: 1.725824 eta: 1 day, 2:05:57 batch_cost: 0.8944 data_cost: 0.0004 ips: 53.6649 images/s [03/13 06:40:08] ppdet.engine INFO: Epoch: [143] [ 0/610] learning_rate: 0.129112 loss_vfl: 0.920417 loss_bbox: 0.397941 loss_dfl: 0.397038 loss: 1.696160 eta: 1 day, 2:05:54 batch_cost: 1.2445 data_cost: 0.3782 ips: 38.5708 images/s [03/13 06:40:32] ppdet.engine INFO: Epoch: [143] [ 20/610] learning_rate: 0.129070 loss_vfl: 0.882646 loss_bbox: 0.376211 loss_dfl: 0.387346 loss: 1.644594 eta: 1 day, 2:05:35 batch_cost: 1.0000 data_cost: 0.0004 ips: 48.0020 images/s [03/13 06:40:54] ppdet.engine INFO: Epoch: [143] [ 40/610] learning_rate: 0.129029 loss_vfl: 0.876791 loss_bbox: 0.380608 loss_dfl: 0.392280 loss: 1.642628 eta: 1 day, 2:05:15 batch_cost: 0.9665 data_cost: 0.0004 ips: 49.6617 images/s [03/13 06:41:15] ppdet.engine INFO: Epoch: [143] [ 60/610] learning_rate: 0.128988 loss_vfl: 0.936777 loss_bbox: 0.412637 loss_dfl: 0.417155 loss: 1.774305 eta: 1 day, 2:04:56 batch_cost: 0.9720 data_cost: 0.0004 ips: 49.3807 images/s [03/13 06:41:37] ppdet.engine INFO: Epoch: [143] [ 80/610] learning_rate: 0.128947 loss_vfl: 0.894259 loss_bbox: 0.400118 loss_dfl: 0.406406 loss: 1.707814 eta: 1 day, 2:04:35 batch_cost: 0.9388 data_cost: 0.0004 ips: 51.1293 images/s [03/13 06:41:58] ppdet.engine INFO: Epoch: [143] [100/610] learning_rate: 0.128906 loss_vfl: 0.878008 loss_bbox: 0.391283 loss_dfl: 0.387693 loss: 1.656507 eta: 1 day, 2:04:14 batch_cost: 0.9134 data_cost: 0.0004 ips: 52.5519 images/s [03/13 06:42:20] ppdet.engine INFO: Epoch: [143] [120/610] learning_rate: 0.128865 loss_vfl: 0.861418 loss_bbox: 0.391013 loss_dfl: 0.389482 loss: 1.643954 eta: 1 day, 2:03:54 batch_cost: 0.9620 data_cost: 0.0011 ips: 49.8953 images/s [03/13 06:42:42] ppdet.engine INFO: Epoch: [143] [140/610] learning_rate: 0.128824 loss_vfl: 0.894569 loss_bbox: 0.384945 loss_dfl: 0.394206 loss: 1.673987 eta: 1 day, 2:03:34 batch_cost: 0.9592 data_cost: 0.0004 ips: 50.0414 images/s [03/13 06:43:03] ppdet.engine INFO: Epoch: [143] [160/610] learning_rate: 0.128782 loss_vfl: 0.892723 loss_bbox: 0.398047 loss_dfl: 0.408077 loss: 1.717865 eta: 1 day, 2:03:13 batch_cost: 0.9124 data_cost: 0.0004 ips: 52.6082 images/s [03/13 06:43:24] ppdet.engine INFO: Epoch: [143] [180/610] learning_rate: 0.128741 loss_vfl: 0.917026 loss_bbox: 0.402396 loss_dfl: 0.407138 loss: 1.728417 eta: 1 day, 2:02:52 batch_cost: 0.9248 data_cost: 0.0004 ips: 51.9025 images/s [03/13 06:43:46] ppdet.engine INFO: Epoch: [143] [200/610] learning_rate: 0.128700 loss_vfl: 0.876022 loss_bbox: 0.384194 loss_dfl: 0.394463 loss: 1.657308 eta: 1 day, 2:02:33 batch_cost: 1.0095 data_cost: 0.0004 ips: 47.5505 images/s [03/13 06:44:07] ppdet.engine INFO: Epoch: [143] [220/610] learning_rate: 0.128659 loss_vfl: 0.897367 loss_bbox: 0.399841 loss_dfl: 0.389470 loss: 1.673495 eta: 1 day, 2:02:12 batch_cost: 0.9289 data_cost: 0.0004 ips: 51.6728 images/s [03/13 06:44:28] ppdet.engine INFO: Epoch: [143] [240/610] learning_rate: 0.128618 loss_vfl: 0.891190 loss_bbox: 0.380539 loss_dfl: 0.388645 loss: 1.674177 eta: 1 day, 2:01:50 batch_cost: 0.8763 data_cost: 0.0004 ips: 54.7752 images/s [03/13 06:44:50] ppdet.engine INFO: Epoch: [143] [260/610] learning_rate: 0.128577 loss_vfl: 0.831659 loss_bbox: 0.363959 loss_dfl: 0.372204 loss: 1.593191 eta: 1 day, 2:01:29 batch_cost: 0.9158 data_cost: 0.0004 ips: 52.4116 images/s [03/13 06:45:11] ppdet.engine INFO: Epoch: [143] [280/610] learning_rate: 0.128535 loss_vfl: 0.893514 loss_bbox: 0.397726 loss_dfl: 0.396115 loss: 1.693492 eta: 1 day, 2:01:09 batch_cost: 0.9400 data_cost: 0.0004 ips: 51.0623 images/s [03/13 06:45:32] ppdet.engine INFO: Epoch: [143] [300/610] learning_rate: 0.128494 loss_vfl: 0.930056 loss_bbox: 0.398167 loss_dfl: 0.403814 loss: 1.726532 eta: 1 day, 2:00:47 batch_cost: 0.9003 data_cost: 0.0004 ips: 53.3169 images/s [03/13 06:45:55] ppdet.engine INFO: Epoch: [143] [320/610] learning_rate: 0.128453 loss_vfl: 0.923042 loss_bbox: 0.410473 loss_dfl: 0.408541 loss: 1.740269 eta: 1 day, 2:00:26 batch_cost: 0.9200 data_cost: 0.0010 ips: 52.1753 images/s [03/13 06:46:15] ppdet.engine INFO: Epoch: [143] [340/610] learning_rate: 0.128412 loss_vfl: 0.858238 loss_bbox: 0.386974 loss_dfl: 0.401306 loss: 1.638117 eta: 1 day, 2:00:05 batch_cost: 0.9129 data_cost: 0.0005 ips: 52.5784 images/s [03/13 06:46:38] ppdet.engine INFO: Epoch: [143] [360/610] learning_rate: 0.128371 loss_vfl: 0.920381 loss_bbox: 0.399191 loss_dfl: 0.405625 loss: 1.751983 eta: 1 day, 1:59:46 batch_cost: 0.9937 data_cost: 0.0007 ips: 48.3060 images/s [03/13 06:47:00] ppdet.engine INFO: Epoch: [143] [380/610] learning_rate: 0.128330 loss_vfl: 0.908446 loss_bbox: 0.409752 loss_dfl: 0.405437 loss: 1.722518 eta: 1 day, 1:59:24 batch_cost: 0.8792 data_cost: 0.0005 ips: 54.5974 images/s [03/13 06:47:21] ppdet.engine INFO: Epoch: [143] [400/610] learning_rate: 0.128288 loss_vfl: 0.885068 loss_bbox: 0.388011 loss_dfl: 0.388156 loss: 1.634048 eta: 1 day, 1:59:03 batch_cost: 0.9414 data_cost: 0.0009 ips: 50.9891 images/s [03/13 06:47:43] ppdet.engine INFO: Epoch: [143] [420/610] learning_rate: 0.128247 loss_vfl: 0.905253 loss_bbox: 0.407315 loss_dfl: 0.401892 loss: 1.699197 eta: 1 day, 1:58:43 batch_cost: 0.9332 data_cost: 0.0004 ips: 51.4387 images/s [03/13 06:48:04] ppdet.engine INFO: Epoch: [143] [440/610] learning_rate: 0.128206 loss_vfl: 0.890188 loss_bbox: 0.398154 loss_dfl: 0.400696 loss: 1.694124 eta: 1 day, 1:58:22 batch_cost: 0.9432 data_cost: 0.0004 ips: 50.8913 images/s [03/13 06:48:26] ppdet.engine INFO: Epoch: [143] [460/610] learning_rate: 0.128165 loss_vfl: 0.916145 loss_bbox: 0.392374 loss_dfl: 0.396617 loss: 1.713621 eta: 1 day, 1:58:04 batch_cost: 1.0300 data_cost: 0.0004 ips: 46.6016 images/s [03/13 06:48:48] ppdet.engine INFO: Epoch: [143] [480/610] learning_rate: 0.128124 loss_vfl: 0.911558 loss_bbox: 0.409098 loss_dfl: 0.412974 loss: 1.729178 eta: 1 day, 1:57:44 batch_cost: 0.9861 data_cost: 0.0004 ips: 48.6765 images/s [03/13 06:49:10] ppdet.engine INFO: Epoch: [143] [500/610] learning_rate: 0.128083 loss_vfl: 0.908299 loss_bbox: 0.392674 loss_dfl: 0.397095 loss: 1.721449 eta: 1 day, 1:57:25 batch_cost: 0.9899 data_cost: 0.0004 ips: 48.4899 images/s [03/13 06:49:31] ppdet.engine INFO: Epoch: [143] [520/610] learning_rate: 0.128041 loss_vfl: 0.925902 loss_bbox: 0.401293 loss_dfl: 0.412714 loss: 1.762229 eta: 1 day, 1:57:05 batch_cost: 0.9475 data_cost: 0.0005 ips: 50.6616 images/s [03/13 06:49:53] ppdet.engine INFO: Epoch: [143] [540/610] learning_rate: 0.128000 loss_vfl: 0.857816 loss_bbox: 0.394561 loss_dfl: 0.382944 loss: 1.662401 eta: 1 day, 1:56:45 batch_cost: 0.9869 data_cost: 0.0010 ips: 48.6379 images/s [03/13 06:50:15] ppdet.engine INFO: Epoch: [143] [560/610] learning_rate: 0.127959 loss_vfl: 0.939178 loss_bbox: 0.409133 loss_dfl: 0.410162 loss: 1.755135 eta: 1 day, 1:56:26 batch_cost: 0.9997 data_cost: 0.0004 ips: 48.0143 images/s [03/13 06:50:38] ppdet.engine INFO: Epoch: [143] [580/610] learning_rate: 0.127918 loss_vfl: 0.952413 loss_bbox: 0.397549 loss_dfl: 0.409085 loss: 1.762503 eta: 1 day, 1:56:07 batch_cost: 1.0171 data_cost: 0.0005 ips: 47.1927 images/s [03/13 06:50:58] ppdet.engine INFO: Epoch: [143] [600/610] learning_rate: 0.127877 loss_vfl: 0.941623 loss_bbox: 0.391121 loss_dfl: 0.405985 loss: 1.762226 eta: 1 day, 1:55:45 batch_cost: 0.8682 data_cost: 0.0006 ips: 55.2862 images/s [03/13 06:51:21] ppdet.engine INFO: Epoch: [144] [ 0/610] learning_rate: 0.127856 loss_vfl: 0.934685 loss_bbox: 0.401286 loss_dfl: 0.403633 loss: 1.758726 eta: 1 day, 1:55:44 batch_cost: 1.3509 data_cost: 0.6088 ips: 35.5328 images/s [03/13 06:51:45] ppdet.engine INFO: Epoch: [144] [ 20/610] learning_rate: 0.127815 loss_vfl: 0.926116 loss_bbox: 0.406223 loss_dfl: 0.406778 loss: 1.737855 eta: 1 day, 1:55:26 batch_cost: 1.0560 data_cost: 0.0011 ips: 45.4547 images/s [03/13 06:52:07] ppdet.engine INFO: Epoch: [144] [ 40/610] learning_rate: 0.127774 loss_vfl: 0.873749 loss_bbox: 0.402293 loss_dfl: 0.403639 loss: 1.702348 eta: 1 day, 1:55:06 batch_cost: 0.9773 data_cost: 0.0012 ips: 49.1125 images/s [03/13 06:52:29] ppdet.engine INFO: Epoch: [144] [ 60/610] learning_rate: 0.127733 loss_vfl: 0.914799 loss_bbox: 0.389700 loss_dfl: 0.399986 loss: 1.707417 eta: 1 day, 1:54:46 batch_cost: 0.9571 data_cost: 0.0005 ips: 50.1506 images/s [03/13 06:52:50] ppdet.engine INFO: Epoch: [144] [ 80/610] learning_rate: 0.127691 loss_vfl: 0.846227 loss_bbox: 0.359710 loss_dfl: 0.374160 loss: 1.572381 eta: 1 day, 1:54:25 batch_cost: 0.9015 data_cost: 0.0004 ips: 53.2443 images/s [03/13 06:53:11] ppdet.engine INFO: Epoch: [144] [100/610] learning_rate: 0.127650 loss_vfl: 0.902161 loss_bbox: 0.421962 loss_dfl: 0.416397 loss: 1.738002 eta: 1 day, 1:54:04 batch_cost: 0.9293 data_cost: 0.0005 ips: 51.6493 images/s [03/13 06:53:32] ppdet.engine INFO: Epoch: [144] [120/610] learning_rate: 0.127609 loss_vfl: 0.870278 loss_bbox: 0.401693 loss_dfl: 0.400141 loss: 1.681105 eta: 1 day, 1:53:44 batch_cost: 0.9803 data_cost: 0.0005 ips: 48.9637 images/s [03/13 06:53:54] ppdet.engine INFO: Epoch: [144] [140/610] learning_rate: 0.127568 loss_vfl: 0.883829 loss_bbox: 0.385942 loss_dfl: 0.396850 loss: 1.663654 eta: 1 day, 1:53:24 batch_cost: 0.9491 data_cost: 0.0010 ips: 50.5748 images/s [03/13 06:54:16] ppdet.engine INFO: Epoch: [144] [160/610] learning_rate: 0.127527 loss_vfl: 0.880863 loss_bbox: 0.397860 loss_dfl: 0.404991 loss: 1.675865 eta: 1 day, 1:53:04 batch_cost: 0.9423 data_cost: 0.0004 ips: 50.9394 images/s [03/13 06:54:37] ppdet.engine INFO: Epoch: [144] [180/610] learning_rate: 0.127485 loss_vfl: 0.871864 loss_bbox: 0.369034 loss_dfl: 0.377790 loss: 1.634424 eta: 1 day, 1:52:44 batch_cost: 0.9799 data_cost: 0.0004 ips: 48.9853 images/s [03/13 06:54:59] ppdet.engine INFO: Epoch: [144] [200/610] learning_rate: 0.127444 loss_vfl: 0.901415 loss_bbox: 0.407747 loss_dfl: 0.407191 loss: 1.703046 eta: 1 day, 1:52:24 batch_cost: 0.9542 data_cost: 0.0004 ips: 50.3034 images/s [03/13 06:55:21] ppdet.engine INFO: Epoch: [144] [220/610] learning_rate: 0.127403 loss_vfl: 0.868678 loss_bbox: 0.389571 loss_dfl: 0.384274 loss: 1.624949 eta: 1 day, 1:52:03 batch_cost: 0.9349 data_cost: 0.0004 ips: 51.3433 images/s [03/13 06:55:42] ppdet.engine INFO: Epoch: [144] [240/610] learning_rate: 0.127362 loss_vfl: 0.927915 loss_bbox: 0.412115 loss_dfl: 0.416269 loss: 1.773699 eta: 1 day, 1:51:41 batch_cost: 0.8780 data_cost: 0.0004 ips: 54.6710 images/s [03/13 06:56:03] ppdet.engine INFO: Epoch: [144] [260/610] learning_rate: 0.127321 loss_vfl: 0.875818 loss_bbox: 0.382409 loss_dfl: 0.392775 loss: 1.661365 eta: 1 day, 1:51:21 batch_cost: 0.9435 data_cost: 0.0005 ips: 50.8730 images/s [03/13 06:56:26] ppdet.engine INFO: Epoch: [144] [280/610] learning_rate: 0.127279 loss_vfl: 0.901006 loss_bbox: 0.386945 loss_dfl: 0.400943 loss: 1.680138 eta: 1 day, 1:51:03 batch_cost: 1.0412 data_cost: 0.0004 ips: 46.0992 images/s [03/13 06:56:47] ppdet.engine INFO: Epoch: [144] [300/610] learning_rate: 0.127238 loss_vfl: 0.884111 loss_bbox: 0.390694 loss_dfl: 0.390973 loss: 1.662186 eta: 1 day, 1:50:42 batch_cost: 0.9245 data_cost: 0.0004 ips: 51.9198 images/s [03/13 06:57:09] ppdet.engine INFO: Epoch: [144] [320/610] learning_rate: 0.127197 loss_vfl: 0.943135 loss_bbox: 0.421543 loss_dfl: 0.427094 loss: 1.798349 eta: 1 day, 1:50:22 batch_cost: 0.9710 data_cost: 0.0004 ips: 49.4352 images/s [03/13 06:57:30] ppdet.engine INFO: Epoch: [144] [340/610] learning_rate: 0.127156 loss_vfl: 0.933998 loss_bbox: 0.415124 loss_dfl: 0.419903 loss: 1.781086 eta: 1 day, 1:50:01 batch_cost: 0.9228 data_cost: 0.0004 ips: 52.0128 images/s [03/13 06:57:51] ppdet.engine INFO: Epoch: [144] [360/610] learning_rate: 0.127115 loss_vfl: 0.917406 loss_bbox: 0.385006 loss_dfl: 0.404536 loss: 1.719613 eta: 1 day, 1:49:41 batch_cost: 0.9578 data_cost: 0.0004 ips: 50.1145 images/s [03/13 06:58:14] ppdet.engine INFO: Epoch: [144] [380/610] learning_rate: 0.127074 loss_vfl: 0.947674 loss_bbox: 0.426649 loss_dfl: 0.419103 loss: 1.798826 eta: 1 day, 1:49:23 batch_cost: 1.0337 data_cost: 0.0005 ips: 46.4341 images/s [03/13 06:58:34] ppdet.engine INFO: Epoch: [144] [400/610] learning_rate: 0.127032 loss_vfl: 0.863962 loss_bbox: 0.371760 loss_dfl: 0.383471 loss: 1.606362 eta: 1 day, 1:49:02 batch_cost: 0.9302 data_cost: 0.0004 ips: 51.6022 images/s [03/13 06:58:56] ppdet.engine INFO: Epoch: [144] [420/610] learning_rate: 0.126991 loss_vfl: 0.912338 loss_bbox: 0.415615 loss_dfl: 0.412014 loss: 1.744110 eta: 1 day, 1:48:41 batch_cost: 0.9123 data_cost: 0.0004 ips: 52.6152 images/s [03/13 06:59:17] ppdet.engine INFO: Epoch: [144] [440/610] learning_rate: 0.126950 loss_vfl: 0.958950 loss_bbox: 0.433320 loss_dfl: 0.430374 loss: 1.841417 eta: 1 day, 1:48:21 batch_cost: 0.9853 data_cost: 0.0004 ips: 48.7151 images/s [03/13 06:59:37] ppdet.engine INFO: Epoch: [144] [460/610] learning_rate: 0.126909 loss_vfl: 0.903649 loss_bbox: 0.417895 loss_dfl: 0.411591 loss: 1.725056 eta: 1 day, 1:48:00 batch_cost: 0.9256 data_cost: 0.0004 ips: 51.8566 images/s [03/13 06:59:58] ppdet.engine INFO: Epoch: [144] [480/610] learning_rate: 0.126868 loss_vfl: 0.914984 loss_bbox: 0.389490 loss_dfl: 0.404906 loss: 1.717060 eta: 1 day, 1:47:40 batch_cost: 0.9552 data_cost: 0.0007 ips: 50.2510 images/s [03/13 07:00:20] ppdet.engine INFO: Epoch: [144] [500/610] learning_rate: 0.126826 loss_vfl: 0.873594 loss_bbox: 0.386730 loss_dfl: 0.383034 loss: 1.658160 eta: 1 day, 1:47:20 batch_cost: 0.9682 data_cost: 0.0004 ips: 49.5788 images/s [03/13 07:00:43] ppdet.engine INFO: Epoch: [144] [520/610] learning_rate: 0.126785 loss_vfl: 0.917187 loss_bbox: 0.421924 loss_dfl: 0.421300 loss: 1.753628 eta: 1 day, 1:47:01 batch_cost: 1.0021 data_cost: 0.0004 ips: 47.9018 images/s [03/13 07:01:04] ppdet.engine INFO: Epoch: [144] [540/610] learning_rate: 0.126744 loss_vfl: 0.898143 loss_bbox: 0.376459 loss_dfl: 0.390765 loss: 1.692898 eta: 1 day, 1:46:41 batch_cost: 0.9629 data_cost: 0.0004 ips: 49.8495 images/s [03/13 07:01:25] ppdet.engine INFO: Epoch: [144] [560/610] learning_rate: 0.126703 loss_vfl: 0.912395 loss_bbox: 0.389757 loss_dfl: 0.409657 loss: 1.701729 eta: 1 day, 1:46:19 batch_cost: 0.8724 data_cost: 0.0004 ips: 55.0230 images/s [03/13 07:01:46] ppdet.engine INFO: Epoch: [144] [580/610] learning_rate: 0.126661 loss_vfl: 0.951119 loss_bbox: 0.420110 loss_dfl: 0.407215 loss: 1.767457 eta: 1 day, 1:45:58 batch_cost: 0.8931 data_cost: 0.0004 ips: 53.7459 images/s [03/13 07:02:08] ppdet.engine INFO: Epoch: [144] [600/610] learning_rate: 0.126620 loss_vfl: 0.900673 loss_bbox: 0.379072 loss_dfl: 0.394371 loss: 1.676716 eta: 1 day, 1:45:38 batch_cost: 0.9493 data_cost: 0.0009 ips: 50.5629 images/s [03/13 07:02:30] ppdet.engine INFO: Epoch: [145] [ 0/610] learning_rate: 0.126600 loss_vfl: 0.920776 loss_bbox: 0.378280 loss_dfl: 0.388399 loss: 1.679052 eta: 1 day, 1:45:36 batch_cost: 1.3630 data_cost: 0.5409 ips: 35.2166 images/s [03/13 07:02:56] ppdet.engine INFO: Epoch: [145] [ 20/610] learning_rate: 0.126558 loss_vfl: 0.914894 loss_bbox: 0.403230 loss_dfl: 0.406588 loss: 1.752296 eta: 1 day, 1:45:20 batch_cost: 1.1482 data_cost: 0.0004 ips: 41.8054 images/s [03/13 07:03:19] ppdet.engine INFO: Epoch: [145] [ 40/610] learning_rate: 0.126517 loss_vfl: 0.882159 loss_bbox: 0.388075 loss_dfl: 0.385548 loss: 1.648545 eta: 1 day, 1:45:01 batch_cost: 1.0042 data_cost: 0.0004 ips: 47.7987 images/s [03/13 07:03:40] ppdet.engine INFO: Epoch: [145] [ 60/610] learning_rate: 0.126476 loss_vfl: 0.923090 loss_bbox: 0.379590 loss_dfl: 0.393810 loss: 1.690474 eta: 1 day, 1:44:41 batch_cost: 0.9672 data_cost: 0.0004 ips: 49.6302 images/s [03/13 07:04:03] ppdet.engine INFO: Epoch: [145] [ 80/610] learning_rate: 0.126435 loss_vfl: 0.918369 loss_bbox: 0.398931 loss_dfl: 0.408410 loss: 1.746372 eta: 1 day, 1:44:22 batch_cost: 1.0130 data_cost: 0.0004 ips: 47.3819 images/s [03/13 07:04:24] ppdet.engine INFO: Epoch: [145] [100/610] learning_rate: 0.126394 loss_vfl: 0.858411 loss_bbox: 0.376373 loss_dfl: 0.381021 loss: 1.600039 eta: 1 day, 1:44:01 batch_cost: 0.9079 data_cost: 0.0005 ips: 52.8720 images/s [03/13 07:04:44] ppdet.engine INFO: Epoch: [145] [120/610] learning_rate: 0.126352 loss_vfl: 0.915882 loss_bbox: 0.425534 loss_dfl: 0.421660 loss: 1.739697 eta: 1 day, 1:43:39 batch_cost: 0.8791 data_cost: 0.0004 ips: 54.6012 images/s [03/13 07:05:06] ppdet.engine INFO: Epoch: [145] [140/610] learning_rate: 0.126311 loss_vfl: 0.927579 loss_bbox: 0.424690 loss_dfl: 0.411219 loss: 1.755540 eta: 1 day, 1:43:19 batch_cost: 0.9610 data_cost: 0.0004 ips: 49.9462 images/s [03/13 07:05:27] ppdet.engine INFO: Epoch: [145] [160/610] learning_rate: 0.126270 loss_vfl: 0.917358 loss_bbox: 0.391119 loss_dfl: 0.394074 loss: 1.707595 eta: 1 day, 1:43:00 batch_cost: 0.9855 data_cost: 0.0004 ips: 48.7080 images/s [03/13 07:05:50] ppdet.engine INFO: Epoch: [145] [180/610] learning_rate: 0.126229 loss_vfl: 0.931311 loss_bbox: 0.405294 loss_dfl: 0.412640 loss: 1.765695 eta: 1 day, 1:42:40 batch_cost: 0.9505 data_cost: 0.0012 ips: 50.5003 images/s [03/13 07:06:11] ppdet.engine INFO: Epoch: [145] [200/610] learning_rate: 0.126188 loss_vfl: 0.979859 loss_bbox: 0.423836 loss_dfl: 0.445079 loss: 1.862489 eta: 1 day, 1:42:20 batch_cost: 0.9913 data_cost: 0.0004 ips: 48.4200 images/s [03/13 07:06:33] ppdet.engine INFO: Epoch: [145] [220/610] learning_rate: 0.126146 loss_vfl: 0.928629 loss_bbox: 0.409515 loss_dfl: 0.414373 loss: 1.752292 eta: 1 day, 1:42:00 batch_cost: 0.9589 data_cost: 0.0011 ips: 50.0587 images/s [03/13 07:06:55] ppdet.engine INFO: Epoch: [145] [240/610] learning_rate: 0.126105 loss_vfl: 0.900593 loss_bbox: 0.387961 loss_dfl: 0.388781 loss: 1.704280 eta: 1 day, 1:41:40 batch_cost: 0.9337 data_cost: 0.0004 ips: 51.4067 images/s [03/13 07:07:16] ppdet.engine INFO: Epoch: [145] [260/610] learning_rate: 0.126064 loss_vfl: 0.953916 loss_bbox: 0.410118 loss_dfl: 0.404268 loss: 1.762695 eta: 1 day, 1:41:18 batch_cost: 0.8835 data_cost: 0.0004 ips: 54.3308 images/s [03/13 07:07:38] ppdet.engine INFO: Epoch: [145] [280/610] learning_rate: 0.126023 loss_vfl: 0.903401 loss_bbox: 0.404921 loss_dfl: 0.400503 loss: 1.702801 eta: 1 day, 1:40:59 batch_cost: 0.9969 data_cost: 0.0006 ips: 48.1512 images/s [03/13 07:07:59] ppdet.engine INFO: Epoch: [145] [300/610] learning_rate: 0.125982 loss_vfl: 0.900833 loss_bbox: 0.406593 loss_dfl: 0.402499 loss: 1.717233 eta: 1 day, 1:40:39 batch_cost: 0.9643 data_cost: 0.0004 ips: 49.7753 images/s [03/13 07:08:21] ppdet.engine INFO: Epoch: [145] [320/610] learning_rate: 0.125940 loss_vfl: 0.885462 loss_bbox: 0.407288 loss_dfl: 0.412748 loss: 1.687759 eta: 1 day, 1:40:19 batch_cost: 0.9776 data_cost: 0.0004 ips: 49.1011 images/s [03/13 07:08:41] ppdet.engine INFO: Epoch: [145] [340/610] learning_rate: 0.125899 loss_vfl: 0.888267 loss_bbox: 0.404591 loss_dfl: 0.405960 loss: 1.728251 eta: 1 day, 1:39:58 batch_cost: 0.9267 data_cost: 0.0004 ips: 51.7948 images/s [03/13 07:09:03] ppdet.engine INFO: Epoch: [145] [360/610] learning_rate: 0.125858 loss_vfl: 0.875667 loss_bbox: 0.396035 loss_dfl: 0.399617 loss: 1.674830 eta: 1 day, 1:39:39 batch_cost: 1.0045 data_cost: 0.0004 ips: 47.7831 images/s [03/13 07:09:25] ppdet.engine INFO: Epoch: [145] [380/610] learning_rate: 0.125817 loss_vfl: 0.854750 loss_bbox: 0.381969 loss_dfl: 0.376727 loss: 1.610889 eta: 1 day, 1:39:20 batch_cost: 1.0001 data_cost: 0.0004 ips: 47.9946 images/s [03/13 07:09:47] ppdet.engine INFO: Epoch: [145] [400/610] learning_rate: 0.125775 loss_vfl: 0.923771 loss_bbox: 0.380913 loss_dfl: 0.392100 loss: 1.695763 eta: 1 day, 1:38:58 batch_cost: 0.8895 data_cost: 0.0005 ips: 53.9654 images/s [03/13 07:10:07] ppdet.engine INFO: Epoch: [145] [420/610] learning_rate: 0.125734 loss_vfl: 0.965830 loss_bbox: 0.418210 loss_dfl: 0.420566 loss: 1.804836 eta: 1 day, 1:38:37 batch_cost: 0.9083 data_cost: 0.0005 ips: 52.8449 images/s [03/13 07:10:29] ppdet.engine INFO: Epoch: [145] [440/610] learning_rate: 0.125693 loss_vfl: 0.895738 loss_bbox: 0.394419 loss_dfl: 0.393530 loss: 1.683687 eta: 1 day, 1:38:17 batch_cost: 0.9430 data_cost: 0.0004 ips: 50.8989 images/s [03/13 07:10:51] ppdet.engine INFO: Epoch: [145] [460/610] learning_rate: 0.125652 loss_vfl: 0.873502 loss_bbox: 0.390770 loss_dfl: 0.384259 loss: 1.635035 eta: 1 day, 1:37:57 batch_cost: 0.9944 data_cost: 0.0005 ips: 48.2689 images/s [03/13 07:11:14] ppdet.engine INFO: Epoch: [145] [480/610] learning_rate: 0.125611 loss_vfl: 0.939550 loss_bbox: 0.429716 loss_dfl: 0.421755 loss: 1.802764 eta: 1 day, 1:37:39 batch_cost: 1.0159 data_cost: 0.0005 ips: 47.2508 images/s [03/13 07:11:36] ppdet.engine INFO: Epoch: [145] [500/610] learning_rate: 0.125569 loss_vfl: 0.940314 loss_bbox: 0.406571 loss_dfl: 0.415452 loss: 1.779912 eta: 1 day, 1:37:19 batch_cost: 1.0058 data_cost: 0.0004 ips: 47.7233 images/s [03/13 07:11:57] ppdet.engine INFO: Epoch: [145] [520/610] learning_rate: 0.125528 loss_vfl: 0.884872 loss_bbox: 0.407550 loss_dfl: 0.401685 loss: 1.700049 eta: 1 day, 1:36:58 batch_cost: 0.9136 data_cost: 0.0004 ips: 52.5369 images/s [03/13 07:12:19] ppdet.engine INFO: Epoch: [145] [540/610] learning_rate: 0.125487 loss_vfl: 1.002454 loss_bbox: 0.432490 loss_dfl: 0.432758 loss: 1.881189 eta: 1 day, 1:36:39 batch_cost: 0.9688 data_cost: 0.0004 ips: 49.5445 images/s [03/13 07:12:41] ppdet.engine INFO: Epoch: [145] [560/610] learning_rate: 0.125446 loss_vfl: 0.862887 loss_bbox: 0.388832 loss_dfl: 0.384295 loss: 1.619346 eta: 1 day, 1:36:19 batch_cost: 0.9994 data_cost: 0.0004 ips: 48.0293 images/s [03/13 07:13:03] ppdet.engine INFO: Epoch: [145] [580/610] learning_rate: 0.125404 loss_vfl: 0.922766 loss_bbox: 0.409514 loss_dfl: 0.404297 loss: 1.751905 eta: 1 day, 1:36:00 batch_cost: 0.9886 data_cost: 0.0004 ips: 48.5537 images/s [03/13 07:13:24] ppdet.engine INFO: Epoch: [145] [600/610] learning_rate: 0.125363 loss_vfl: 0.932107 loss_bbox: 0.394115 loss_dfl: 0.404295 loss: 1.724347 eta: 1 day, 1:35:40 batch_cost: 0.9546 data_cost: 0.0005 ips: 50.2805 images/s [03/13 07:13:50] ppdet.engine INFO: Epoch: [146] [ 0/610] learning_rate: 0.125343 loss_vfl: 0.865929 loss_bbox: 0.385464 loss_dfl: 0.382596 loss: 1.630800 eta: 1 day, 1:35:43 batch_cost: 1.5540 data_cost: 0.6778 ips: 30.8876 images/s [03/13 07:14:14] ppdet.engine INFO: Epoch: [146] [ 20/610] learning_rate: 0.125301 loss_vfl: 0.864744 loss_bbox: 0.386931 loss_dfl: 0.392903 loss: 1.643204 eta: 1 day, 1:35:25 batch_cost: 1.0617 data_cost: 0.0010 ips: 45.2101 images/s [03/13 07:14:37] ppdet.engine INFO: Epoch: [146] [ 40/610] learning_rate: 0.125260 loss_vfl: 0.891662 loss_bbox: 0.381611 loss_dfl: 0.383353 loss: 1.666048 eta: 1 day, 1:35:06 batch_cost: 1.0074 data_cost: 0.0022 ips: 47.6485 images/s [03/13 07:14:57] ppdet.engine INFO: Epoch: [146] [ 60/610] learning_rate: 0.125219 loss_vfl: 0.903763 loss_bbox: 0.403781 loss_dfl: 0.396549 loss: 1.723685 eta: 1 day, 1:34:42 batch_cost: 0.7945 data_cost: 0.0005 ips: 60.4167 images/s [03/13 07:15:19] ppdet.engine INFO: Epoch: [146] [ 80/610] learning_rate: 0.125178 loss_vfl: 0.915176 loss_bbox: 0.417462 loss_dfl: 0.421352 loss: 1.758657 eta: 1 day, 1:34:23 batch_cost: 1.0075 data_cost: 0.0005 ips: 47.6413 images/s [03/13 07:15:41] ppdet.engine INFO: Epoch: [146] [100/610] learning_rate: 0.125136 loss_vfl: 0.951461 loss_bbox: 0.436885 loss_dfl: 0.419239 loss: 1.798714 eta: 1 day, 1:34:02 batch_cost: 0.9225 data_cost: 0.0004 ips: 52.0307 images/s [03/13 07:16:02] ppdet.engine INFO: Epoch: [146] [120/610] learning_rate: 0.125095 loss_vfl: 0.918526 loss_bbox: 0.385380 loss_dfl: 0.386234 loss: 1.702696 eta: 1 day, 1:33:42 batch_cost: 0.9420 data_cost: 0.0004 ips: 50.9537 images/s [03/13 07:16:22] ppdet.engine INFO: Epoch: [146] [140/610] learning_rate: 0.125054 loss_vfl: 0.903090 loss_bbox: 0.394864 loss_dfl: 0.396178 loss: 1.685907 eta: 1 day, 1:33:21 batch_cost: 0.9465 data_cost: 0.0004 ips: 50.7145 images/s [03/13 07:16:44] ppdet.engine INFO: Epoch: [146] [160/610] learning_rate: 0.125013 loss_vfl: 0.863462 loss_bbox: 0.383142 loss_dfl: 0.386253 loss: 1.630757 eta: 1 day, 1:33:02 batch_cost: 0.9735 data_cost: 0.0004 ips: 49.3074 images/s [03/13 07:17:06] ppdet.engine INFO: Epoch: [146] [180/610] learning_rate: 0.124971 loss_vfl: 0.936044 loss_bbox: 0.412600 loss_dfl: 0.427314 loss: 1.778486 eta: 1 day, 1:32:43 batch_cost: 1.0452 data_cost: 0.0004 ips: 45.9245 images/s [03/13 07:17:28] ppdet.engine INFO: Epoch: [146] [200/610] learning_rate: 0.124930 loss_vfl: 0.894226 loss_bbox: 0.395572 loss_dfl: 0.404578 loss: 1.699639 eta: 1 day, 1:32:23 batch_cost: 0.9298 data_cost: 0.0004 ips: 51.6267 images/s [03/13 07:17:50] ppdet.engine INFO: Epoch: [146] [220/610] learning_rate: 0.124889 loss_vfl: 0.913940 loss_bbox: 0.396400 loss_dfl: 0.402335 loss: 1.713077 eta: 1 day, 1:32:04 batch_cost: 1.0416 data_cost: 0.0004 ips: 46.0829 images/s [03/13 07:18:12] ppdet.engine INFO: Epoch: [146] [240/610] learning_rate: 0.124848 loss_vfl: 0.912969 loss_bbox: 0.405003 loss_dfl: 0.405896 loss: 1.733777 eta: 1 day, 1:31:43 batch_cost: 0.9116 data_cost: 0.0004 ips: 52.6568 images/s [03/13 07:18:33] ppdet.engine INFO: Epoch: [146] [260/610] learning_rate: 0.124807 loss_vfl: 0.891685 loss_bbox: 0.407547 loss_dfl: 0.405105 loss: 1.712139 eta: 1 day, 1:31:22 batch_cost: 0.9222 data_cost: 0.0005 ips: 52.0498 images/s [03/13 07:18:55] ppdet.engine INFO: Epoch: [146] [280/610] learning_rate: 0.124765 loss_vfl: 0.860908 loss_bbox: 0.407449 loss_dfl: 0.378918 loss: 1.641381 eta: 1 day, 1:31:03 batch_cost: 0.9940 data_cost: 0.0004 ips: 48.2875 images/s [03/13 07:19:17] ppdet.engine INFO: Epoch: [146] [300/610] learning_rate: 0.124724 loss_vfl: 0.834483 loss_bbox: 0.364691 loss_dfl: 0.369072 loss: 1.557828 eta: 1 day, 1:30:45 batch_cost: 1.0329 data_cost: 0.0004 ips: 46.4721 images/s [03/13 07:19:39] ppdet.engine INFO: Epoch: [146] [320/610] learning_rate: 0.124683 loss_vfl: 0.918690 loss_bbox: 0.413364 loss_dfl: 0.408663 loss: 1.768778 eta: 1 day, 1:30:25 batch_cost: 0.9882 data_cost: 0.0004 ips: 48.5756 images/s [03/13 07:20:01] ppdet.engine INFO: Epoch: [146] [340/610] learning_rate: 0.124642 loss_vfl: 0.933460 loss_bbox: 0.399742 loss_dfl: 0.405353 loss: 1.720887 eta: 1 day, 1:30:05 batch_cost: 0.9687 data_cost: 0.0004 ips: 49.5525 images/s [03/13 07:20:23] ppdet.engine INFO: Epoch: [146] [360/610] learning_rate: 0.124600 loss_vfl: 0.936688 loss_bbox: 0.403044 loss_dfl: 0.418027 loss: 1.772620 eta: 1 day, 1:29:45 batch_cost: 0.9498 data_cost: 0.0004 ips: 50.5359 images/s [03/13 07:20:43] ppdet.engine INFO: Epoch: [146] [380/610] learning_rate: 0.124559 loss_vfl: 0.927905 loss_bbox: 0.411126 loss_dfl: 0.411346 loss: 1.729227 eta: 1 day, 1:29:24 batch_cost: 0.9011 data_cost: 0.0004 ips: 53.2663 images/s [03/13 07:21:05] ppdet.engine INFO: Epoch: [146] [400/610] learning_rate: 0.124518 loss_vfl: 0.905633 loss_bbox: 0.391891 loss_dfl: 0.389542 loss: 1.653474 eta: 1 day, 1:29:04 batch_cost: 0.9933 data_cost: 0.0010 ips: 48.3241 images/s [03/13 07:21:27] ppdet.engine INFO: Epoch: [146] [420/610] learning_rate: 0.124477 loss_vfl: 0.939594 loss_bbox: 0.406902 loss_dfl: 0.407577 loss: 1.738822 eta: 1 day, 1:28:45 batch_cost: 0.9887 data_cost: 0.0007 ips: 48.5463 images/s [03/13 07:21:48] ppdet.engine INFO: Epoch: [146] [440/610] learning_rate: 0.124435 loss_vfl: 0.878192 loss_bbox: 0.375268 loss_dfl: 0.400621 loss: 1.662144 eta: 1 day, 1:28:24 batch_cost: 0.9049 data_cost: 0.0010 ips: 53.0429 images/s [03/13 07:22:10] ppdet.engine INFO: Epoch: [146] [460/610] learning_rate: 0.124394 loss_vfl: 0.939292 loss_bbox: 0.402431 loss_dfl: 0.409423 loss: 1.758143 eta: 1 day, 1:28:04 batch_cost: 0.9891 data_cost: 0.0004 ips: 48.5312 images/s [03/13 07:22:32] ppdet.engine INFO: Epoch: [146] [480/610] learning_rate: 0.124353 loss_vfl: 0.880266 loss_bbox: 0.404451 loss_dfl: 0.409094 loss: 1.683191 eta: 1 day, 1:27:45 batch_cost: 1.0010 data_cost: 0.0004 ips: 47.9525 images/s [03/13 07:22:52] ppdet.engine INFO: Epoch: [146] [500/610] learning_rate: 0.124312 loss_vfl: 0.919106 loss_bbox: 0.403194 loss_dfl: 0.404788 loss: 1.745288 eta: 1 day, 1:27:24 batch_cost: 0.9152 data_cost: 0.0004 ips: 52.4468 images/s [03/13 07:23:14] ppdet.engine INFO: Epoch: [146] [520/610] learning_rate: 0.124270 loss_vfl: 0.908854 loss_bbox: 0.398158 loss_dfl: 0.402519 loss: 1.714832 eta: 1 day, 1:27:03 batch_cost: 0.9260 data_cost: 0.0004 ips: 51.8339 images/s [03/13 07:23:34] ppdet.engine INFO: Epoch: [146] [540/610] learning_rate: 0.124229 loss_vfl: 0.909003 loss_bbox: 0.388182 loss_dfl: 0.396804 loss: 1.685477 eta: 1 day, 1:26:41 batch_cost: 0.8597 data_cost: 0.0004 ips: 55.8353 images/s [03/13 07:23:57] ppdet.engine INFO: Epoch: [146] [560/610] learning_rate: 0.124188 loss_vfl: 0.873977 loss_bbox: 0.390321 loss_dfl: 0.392010 loss: 1.637419 eta: 1 day, 1:26:22 batch_cost: 0.9798 data_cost: 0.0004 ips: 48.9883 images/s [03/13 07:24:18] ppdet.engine INFO: Epoch: [146] [580/610] learning_rate: 0.124147 loss_vfl: 0.943594 loss_bbox: 0.406973 loss_dfl: 0.416751 loss: 1.772262 eta: 1 day, 1:26:01 batch_cost: 0.9572 data_cost: 0.0004 ips: 50.1453 images/s [03/13 07:24:38] ppdet.engine INFO: Epoch: [146] [600/610] learning_rate: 0.124105 loss_vfl: 0.949059 loss_bbox: 0.409443 loss_dfl: 0.414832 loss: 1.777132 eta: 1 day, 1:25:41 batch_cost: 0.9399 data_cost: 0.0005 ips: 51.0708 images/s [03/13 07:25:00] ppdet.engine INFO: Epoch: [147] [ 0/610] learning_rate: 0.124085 loss_vfl: 0.897707 loss_bbox: 0.402026 loss_dfl: 0.392240 loss: 1.721530 eta: 1 day, 1:25:40 batch_cost: 1.3655 data_cost: 0.5745 ips: 35.1515 images/s [03/13 07:25:24] ppdet.engine INFO: Epoch: [147] [ 20/610] learning_rate: 0.124044 loss_vfl: 0.898095 loss_bbox: 0.404551 loss_dfl: 0.413503 loss: 1.710461 eta: 1 day, 1:25:22 batch_cost: 1.0720 data_cost: 0.0004 ips: 44.7744 images/s [03/13 07:25:46] ppdet.engine INFO: Epoch: [147] [ 40/610] learning_rate: 0.124002 loss_vfl: 0.899610 loss_bbox: 0.390894 loss_dfl: 0.404061 loss: 1.676907 eta: 1 day, 1:25:01 batch_cost: 0.9271 data_cost: 0.0005 ips: 51.7764 images/s [03/13 07:26:09] ppdet.engine INFO: Epoch: [147] [ 60/610] learning_rate: 0.123961 loss_vfl: 0.899638 loss_bbox: 0.391576 loss_dfl: 0.394061 loss: 1.690308 eta: 1 day, 1:24:43 batch_cost: 1.0562 data_cost: 0.0007 ips: 45.4467 images/s [03/13 07:26:32] ppdet.engine INFO: Epoch: [147] [ 80/610] learning_rate: 0.123920 loss_vfl: 0.880382 loss_bbox: 0.378018 loss_dfl: 0.389460 loss: 1.647827 eta: 1 day, 1:24:25 batch_cost: 1.0234 data_cost: 0.0004 ips: 46.9013 images/s [03/13 07:26:54] ppdet.engine INFO: Epoch: [147] [100/610] learning_rate: 0.123879 loss_vfl: 0.887188 loss_bbox: 0.369097 loss_dfl: 0.387641 loss: 1.651466 eta: 1 day, 1:24:05 batch_cost: 0.9971 data_cost: 0.0004 ips: 48.1392 images/s [03/13 07:27:16] ppdet.engine INFO: Epoch: [147] [120/610] learning_rate: 0.123837 loss_vfl: 0.945939 loss_bbox: 0.430980 loss_dfl: 0.424473 loss: 1.775137 eta: 1 day, 1:23:45 batch_cost: 0.9573 data_cost: 0.0004 ips: 50.1393 images/s [03/13 07:27:38] ppdet.engine INFO: Epoch: [147] [140/610] learning_rate: 0.123796 loss_vfl: 0.960912 loss_bbox: 0.400889 loss_dfl: 0.406030 loss: 1.743030 eta: 1 day, 1:23:26 batch_cost: 0.9772 data_cost: 0.0004 ips: 49.1192 images/s [03/13 07:28:00] ppdet.engine INFO: Epoch: [147] [160/610] learning_rate: 0.123755 loss_vfl: 0.896462 loss_bbox: 0.408122 loss_dfl: 0.397253 loss: 1.683508 eta: 1 day, 1:23:05 batch_cost: 0.9316 data_cost: 0.0004 ips: 51.5217 images/s [03/13 07:28:21] ppdet.engine INFO: Epoch: [147] [180/610] learning_rate: 0.123714 loss_vfl: 0.863538 loss_bbox: 0.365556 loss_dfl: 0.386221 loss: 1.598107 eta: 1 day, 1:22:45 batch_cost: 0.9748 data_cost: 0.0004 ips: 49.2409 images/s [03/13 07:28:42] ppdet.engine INFO: Epoch: [147] [200/610] learning_rate: 0.123672 loss_vfl: 0.886047 loss_bbox: 0.398372 loss_dfl: 0.403882 loss: 1.689054 eta: 1 day, 1:22:24 batch_cost: 0.9188 data_cost: 0.0011 ips: 52.2422 images/s [03/13 07:29:04] ppdet.engine INFO: Epoch: [147] [220/610] learning_rate: 0.123631 loss_vfl: 0.892715 loss_bbox: 0.401139 loss_dfl: 0.399097 loss: 1.693187 eta: 1 day, 1:22:05 batch_cost: 0.9811 data_cost: 0.0005 ips: 48.9246 images/s [03/13 07:29:25] ppdet.engine INFO: Epoch: [147] [240/610] learning_rate: 0.123590 loss_vfl: 0.915628 loss_bbox: 0.409183 loss_dfl: 0.394424 loss: 1.705824 eta: 1 day, 1:21:45 batch_cost: 0.9713 data_cost: 0.0004 ips: 49.4180 images/s [03/13 07:29:46] ppdet.engine INFO: Epoch: [147] [260/610] learning_rate: 0.123549 loss_vfl: 0.897109 loss_bbox: 0.388837 loss_dfl: 0.395953 loss: 1.690719 eta: 1 day, 1:21:24 batch_cost: 0.9024 data_cost: 0.0004 ips: 53.1931 images/s [03/13 07:30:07] ppdet.engine INFO: Epoch: [147] [280/610] learning_rate: 0.123507 loss_vfl: 0.943553 loss_bbox: 0.416616 loss_dfl: 0.424433 loss: 1.769635 eta: 1 day, 1:21:02 batch_cost: 0.9026 data_cost: 0.0004 ips: 53.1816 images/s [03/13 07:30:29] ppdet.engine INFO: Epoch: [147] [300/610] learning_rate: 0.123466 loss_vfl: 0.944857 loss_bbox: 0.389449 loss_dfl: 0.406314 loss: 1.733432 eta: 1 day, 1:20:42 batch_cost: 0.9515 data_cost: 0.0004 ips: 50.4450 images/s [03/13 07:30:50] ppdet.engine INFO: Epoch: [147] [320/610] learning_rate: 0.123425 loss_vfl: 0.880788 loss_bbox: 0.373233 loss_dfl: 0.387110 loss: 1.637480 eta: 1 day, 1:20:22 batch_cost: 0.9781 data_cost: 0.0004 ips: 49.0765 images/s [03/13 07:31:12] ppdet.engine INFO: Epoch: [147] [340/610] learning_rate: 0.123384 loss_vfl: 0.911093 loss_bbox: 0.399327 loss_dfl: 0.403523 loss: 1.739830 eta: 1 day, 1:20:03 batch_cost: 0.9775 data_cost: 0.0004 ips: 49.1025 images/s [03/13 07:31:34] ppdet.engine INFO: Epoch: [147] [360/610] learning_rate: 0.123342 loss_vfl: 0.951440 loss_bbox: 0.424485 loss_dfl: 0.415703 loss: 1.801309 eta: 1 day, 1:19:42 batch_cost: 0.9116 data_cost: 0.0004 ips: 52.6572 images/s [03/13 07:31:56] ppdet.engine INFO: Epoch: [147] [380/610] learning_rate: 0.123301 loss_vfl: 0.898674 loss_bbox: 0.404393 loss_dfl: 0.389916 loss: 1.700349 eta: 1 day, 1:19:21 batch_cost: 0.9287 data_cost: 0.0008 ips: 51.6839 images/s [03/13 07:32:18] ppdet.engine INFO: Epoch: [147] [400/610] learning_rate: 0.123260 loss_vfl: 0.920626 loss_bbox: 0.409589 loss_dfl: 0.410786 loss: 1.729877 eta: 1 day, 1:19:01 batch_cost: 0.9608 data_cost: 0.0006 ips: 49.9571 images/s [03/13 07:32:41] ppdet.engine INFO: Epoch: [147] [420/610] learning_rate: 0.123219 loss_vfl: 0.900290 loss_bbox: 0.395715 loss_dfl: 0.401166 loss: 1.721118 eta: 1 day, 1:18:42 batch_cost: 1.0276 data_cost: 0.0004 ips: 46.7107 images/s [03/13 07:33:03] ppdet.engine INFO: Epoch: [147] [440/610] learning_rate: 0.123177 loss_vfl: 0.874097 loss_bbox: 0.394517 loss_dfl: 0.397051 loss: 1.681024 eta: 1 day, 1:18:21 batch_cost: 0.8976 data_cost: 0.0004 ips: 53.4735 images/s [03/13 07:33:23] ppdet.engine INFO: Epoch: [147] [460/610] learning_rate: 0.123136 loss_vfl: 0.876123 loss_bbox: 0.391752 loss_dfl: 0.388338 loss: 1.677499 eta: 1 day, 1:18:00 batch_cost: 0.9287 data_cost: 0.0004 ips: 51.6863 images/s [03/13 07:33:45] ppdet.engine INFO: Epoch: [147] [480/610] learning_rate: 0.123095 loss_vfl: 0.962324 loss_bbox: 0.404386 loss_dfl: 0.407911 loss: 1.785249 eta: 1 day, 1:17:40 batch_cost: 0.9453 data_cost: 0.0005 ips: 50.7773 images/s [03/13 07:34:07] ppdet.engine INFO: Epoch: [147] [500/610] learning_rate: 0.123054 loss_vfl: 0.906179 loss_bbox: 0.383785 loss_dfl: 0.406039 loss: 1.696095 eta: 1 day, 1:17:21 batch_cost: 1.0235 data_cost: 0.0004 ips: 46.8997 images/s [03/13 07:34:29] ppdet.engine INFO: Epoch: [147] [520/610] learning_rate: 0.123012 loss_vfl: 0.860010 loss_bbox: 0.382016 loss_dfl: 0.379725 loss: 1.615475 eta: 1 day, 1:17:02 batch_cost: 0.9837 data_cost: 0.0004 ips: 48.7939 images/s [03/13 07:34:51] ppdet.engine INFO: Epoch: [147] [540/610] learning_rate: 0.122971 loss_vfl: 0.867370 loss_bbox: 0.403262 loss_dfl: 0.395385 loss: 1.675661 eta: 1 day, 1:16:42 batch_cost: 0.9670 data_cost: 0.0004 ips: 49.6362 images/s [03/13 07:35:13] ppdet.engine INFO: Epoch: [147] [560/610] learning_rate: 0.122930 loss_vfl: 0.905812 loss_bbox: 0.404995 loss_dfl: 0.410327 loss: 1.724398 eta: 1 day, 1:16:23 batch_cost: 1.0161 data_cost: 0.0004 ips: 47.2382 images/s [03/13 07:35:36] ppdet.engine INFO: Epoch: [147] [580/610] learning_rate: 0.122889 loss_vfl: 0.956010 loss_bbox: 0.435196 loss_dfl: 0.427492 loss: 1.816712 eta: 1 day, 1:16:03 batch_cost: 0.9650 data_cost: 0.0004 ips: 49.7425 images/s [03/13 07:35:56] ppdet.engine INFO: Epoch: [147] [600/610] learning_rate: 0.122847 loss_vfl: 0.919313 loss_bbox: 0.399775 loss_dfl: 0.406524 loss: 1.735437 eta: 1 day, 1:15:41 batch_cost: 0.8820 data_cost: 0.0005 ips: 54.4193 images/s [03/13 07:36:19] ppdet.engine INFO: Epoch: [148] [ 0/610] learning_rate: 0.122827 loss_vfl: 0.926854 loss_bbox: 0.418199 loss_dfl: 0.417163 loss: 1.765996 eta: 1 day, 1:15:41 batch_cost: 1.4322 data_cost: 0.5551 ips: 33.5150 images/s [03/13 07:36:42] ppdet.engine INFO: Epoch: [148] [ 20/610] learning_rate: 0.122785 loss_vfl: 0.919112 loss_bbox: 0.410434 loss_dfl: 0.423848 loss: 1.759596 eta: 1 day, 1:15:23 batch_cost: 1.0361 data_cost: 0.0004 ips: 46.3281 images/s [03/13 07:37:05] ppdet.engine INFO: Epoch: [148] [ 40/610] learning_rate: 0.122744 loss_vfl: 0.862237 loss_bbox: 0.368884 loss_dfl: 0.392871 loss: 1.634170 eta: 1 day, 1:15:03 batch_cost: 0.9836 data_cost: 0.0011 ips: 48.8017 images/s [03/13 07:37:27] ppdet.engine INFO: Epoch: [148] [ 60/610] learning_rate: 0.122703 loss_vfl: 0.917060 loss_bbox: 0.401324 loss_dfl: 0.397513 loss: 1.703421 eta: 1 day, 1:14:43 batch_cost: 0.9748 data_cost: 0.0004 ips: 49.2420 images/s [03/13 07:37:48] ppdet.engine INFO: Epoch: [148] [ 80/610] learning_rate: 0.122662 loss_vfl: 0.887683 loss_bbox: 0.384424 loss_dfl: 0.394971 loss: 1.658407 eta: 1 day, 1:14:24 batch_cost: 0.9790 data_cost: 0.0004 ips: 49.0278 images/s [03/13 07:38:09] ppdet.engine INFO: Epoch: [148] [100/610] learning_rate: 0.122620 loss_vfl: 0.885753 loss_bbox: 0.376646 loss_dfl: 0.395094 loss: 1.647550 eta: 1 day, 1:14:03 batch_cost: 0.9280 data_cost: 0.0004 ips: 51.7216 images/s [03/13 07:38:30] ppdet.engine INFO: Epoch: [148] [120/610] learning_rate: 0.122579 loss_vfl: 0.897649 loss_bbox: 0.393288 loss_dfl: 0.400216 loss: 1.716085 eta: 1 day, 1:13:42 batch_cost: 0.8880 data_cost: 0.0004 ips: 54.0510 images/s [03/13 07:38:51] ppdet.engine INFO: Epoch: [148] [140/610] learning_rate: 0.122538 loss_vfl: 0.856000 loss_bbox: 0.377633 loss_dfl: 0.388541 loss: 1.635457 eta: 1 day, 1:13:19 batch_cost: 0.8557 data_cost: 0.0004 ips: 56.0944 images/s [03/13 07:39:13] ppdet.engine INFO: Epoch: [148] [160/610] learning_rate: 0.122497 loss_vfl: 0.890174 loss_bbox: 0.401310 loss_dfl: 0.404133 loss: 1.719415 eta: 1 day, 1:12:59 batch_cost: 0.9283 data_cost: 0.0004 ips: 51.7095 images/s [03/13 07:39:34] ppdet.engine INFO: Epoch: [148] [180/610] learning_rate: 0.122455 loss_vfl: 0.890343 loss_bbox: 0.411967 loss_dfl: 0.403783 loss: 1.700992 eta: 1 day, 1:12:38 batch_cost: 0.9207 data_cost: 0.0005 ips: 52.1328 images/s [03/13 07:39:56] ppdet.engine INFO: Epoch: [148] [200/610] learning_rate: 0.122414 loss_vfl: 0.892898 loss_bbox: 0.386183 loss_dfl: 0.396960 loss: 1.670211 eta: 1 day, 1:12:18 batch_cost: 0.9851 data_cost: 0.0007 ips: 48.7272 images/s [03/13 07:40:18] ppdet.engine INFO: Epoch: [148] [220/610] learning_rate: 0.122373 loss_vfl: 0.906812 loss_bbox: 0.390249 loss_dfl: 0.397538 loss: 1.674822 eta: 1 day, 1:11:59 batch_cost: 0.9721 data_cost: 0.0004 ips: 49.3787 images/s [03/13 07:40:40] ppdet.engine INFO: Epoch: [148] [240/610] learning_rate: 0.122332 loss_vfl: 0.892884 loss_bbox: 0.412228 loss_dfl: 0.401615 loss: 1.687544 eta: 1 day, 1:11:39 batch_cost: 1.0049 data_cost: 0.0004 ips: 47.7667 images/s [03/13 07:41:00] ppdet.engine INFO: Epoch: [148] [260/610] learning_rate: 0.122290 loss_vfl: 0.908111 loss_bbox: 0.378471 loss_dfl: 0.389280 loss: 1.689283 eta: 1 day, 1:11:19 batch_cost: 0.9255 data_cost: 0.0004 ips: 51.8625 images/s [03/13 07:41:22] ppdet.engine INFO: Epoch: [148] [280/610] learning_rate: 0.122249 loss_vfl: 0.831831 loss_bbox: 0.357757 loss_dfl: 0.361177 loss: 1.555297 eta: 1 day, 1:10:59 batch_cost: 0.9745 data_cost: 0.0004 ips: 49.2568 images/s [03/13 07:41:44] ppdet.engine INFO: Epoch: [148] [300/610] learning_rate: 0.122208 loss_vfl: 0.907142 loss_bbox: 0.398448 loss_dfl: 0.417540 loss: 1.740592 eta: 1 day, 1:10:38 batch_cost: 0.9330 data_cost: 0.0004 ips: 51.4447 images/s [03/13 07:42:04] ppdet.engine INFO: Epoch: [148] [320/610] learning_rate: 0.122166 loss_vfl: 0.893293 loss_bbox: 0.392586 loss_dfl: 0.391128 loss: 1.669200 eta: 1 day, 1:10:17 batch_cost: 0.9025 data_cost: 0.0008 ips: 53.1854 images/s [03/13 07:42:26] ppdet.engine INFO: Epoch: [148] [340/610] learning_rate: 0.122125 loss_vfl: 0.872147 loss_bbox: 0.386113 loss_dfl: 0.395655 loss: 1.642092 eta: 1 day, 1:09:57 batch_cost: 0.9328 data_cost: 0.0004 ips: 51.4576 images/s [03/13 07:42:46] ppdet.engine INFO: Epoch: [148] [360/610] learning_rate: 0.122084 loss_vfl: 0.885220 loss_bbox: 0.386492 loss_dfl: 0.398040 loss: 1.688570 eta: 1 day, 1:09:35 batch_cost: 0.8973 data_cost: 0.0004 ips: 53.4911 images/s [03/13 07:43:08] ppdet.engine INFO: Epoch: [148] [380/610] learning_rate: 0.122043 loss_vfl: 0.901122 loss_bbox: 0.401253 loss_dfl: 0.399560 loss: 1.700016 eta: 1 day, 1:09:15 batch_cost: 0.9707 data_cost: 0.0004 ips: 49.4476 images/s [03/13 07:43:30] ppdet.engine INFO: Epoch: [148] [400/610] learning_rate: 0.122001 loss_vfl: 0.912461 loss_bbox: 0.400032 loss_dfl: 0.404636 loss: 1.726288 eta: 1 day, 1:08:56 batch_cost: 0.9825 data_cost: 0.0010 ips: 48.8560 images/s [03/13 07:43:52] ppdet.engine INFO: Epoch: [148] [420/610] learning_rate: 0.121960 loss_vfl: 0.884887 loss_bbox: 0.372786 loss_dfl: 0.385187 loss: 1.657870 eta: 1 day, 1:08:37 batch_cost: 0.9941 data_cost: 0.0004 ips: 48.2827 images/s [03/13 07:44:13] ppdet.engine INFO: Epoch: [148] [440/610] learning_rate: 0.121919 loss_vfl: 0.884900 loss_bbox: 0.397185 loss_dfl: 0.411684 loss: 1.681973 eta: 1 day, 1:08:14 batch_cost: 0.8403 data_cost: 0.0004 ips: 57.1246 images/s [03/13 07:44:35] ppdet.engine INFO: Epoch: [148] [460/610] learning_rate: 0.121878 loss_vfl: 0.912683 loss_bbox: 0.402368 loss_dfl: 0.403561 loss: 1.705368 eta: 1 day, 1:07:55 batch_cost: 0.9858 data_cost: 0.0004 ips: 48.6921 images/s [03/13 07:44:55] ppdet.engine INFO: Epoch: [148] [480/610] learning_rate: 0.121836 loss_vfl: 0.905309 loss_bbox: 0.406557 loss_dfl: 0.390966 loss: 1.688582 eta: 1 day, 1:07:33 batch_cost: 0.8967 data_cost: 0.0004 ips: 53.5313 images/s [03/13 07:45:15] ppdet.engine INFO: Epoch: [148] [500/610] learning_rate: 0.121795 loss_vfl: 0.874542 loss_bbox: 0.388910 loss_dfl: 0.389773 loss: 1.664776 eta: 1 day, 1:07:12 batch_cost: 0.9061 data_cost: 0.0004 ips: 52.9771 images/s [03/13 07:45:37] ppdet.engine INFO: Epoch: [148] [520/610] learning_rate: 0.121754 loss_vfl: 0.914335 loss_bbox: 0.418972 loss_dfl: 0.413900 loss: 1.739607 eta: 1 day, 1:06:53 batch_cost: 1.0251 data_cost: 0.0004 ips: 46.8231 images/s [03/13 07:45:59] ppdet.engine INFO: Epoch: [148] [540/610] learning_rate: 0.121713 loss_vfl: 0.878038 loss_bbox: 0.375489 loss_dfl: 0.383669 loss: 1.612640 eta: 1 day, 1:06:33 batch_cost: 0.9283 data_cost: 0.0004 ips: 51.7051 images/s [03/13 07:46:21] ppdet.engine INFO: Epoch: [148] [560/610] learning_rate: 0.121671 loss_vfl: 0.883514 loss_bbox: 0.379751 loss_dfl: 0.379293 loss: 1.638836 eta: 1 day, 1:06:12 batch_cost: 0.9411 data_cost: 0.0004 ips: 51.0037 images/s [03/13 07:46:42] ppdet.engine INFO: Epoch: [148] [580/610] learning_rate: 0.121630 loss_vfl: 0.863194 loss_bbox: 0.380677 loss_dfl: 0.378973 loss: 1.630081 eta: 1 day, 1:05:52 batch_cost: 0.9336 data_cost: 0.0006 ips: 51.4137 images/s [03/13 07:47:02] ppdet.engine INFO: Epoch: [148] [600/610] learning_rate: 0.121589 loss_vfl: 0.866187 loss_bbox: 0.380953 loss_dfl: 0.395127 loss: 1.638773 eta: 1 day, 1:05:30 batch_cost: 0.8989 data_cost: 0.0005 ips: 53.3983 images/s [03/13 07:47:21] ppdet.engine INFO: Epoch: [149] [ 0/610] learning_rate: 0.121568 loss_vfl: 0.898558 loss_bbox: 0.383528 loss_dfl: 0.399796 loss: 1.683603 eta: 1 day, 1:05:25 batch_cost: 1.1316 data_cost: 0.4534 ips: 42.4194 images/s [03/13 07:47:49] ppdet.engine INFO: Epoch: [149] [ 20/610] learning_rate: 0.121527 loss_vfl: 0.964599 loss_bbox: 0.439485 loss_dfl: 0.440417 loss: 1.834204 eta: 1 day, 1:05:11 batch_cost: 1.2699 data_cost: 0.1171 ips: 37.7976 images/s [03/13 07:48:11] ppdet.engine INFO: Epoch: [149] [ 40/610] learning_rate: 0.121486 loss_vfl: 0.909009 loss_bbox: 0.396753 loss_dfl: 0.398847 loss: 1.724297 eta: 1 day, 1:04:51 batch_cost: 0.9286 data_cost: 0.0004 ips: 51.6922 images/s [03/13 07:48:32] ppdet.engine INFO: Epoch: [149] [ 60/610] learning_rate: 0.121444 loss_vfl: 0.923713 loss_bbox: 0.413343 loss_dfl: 0.414016 loss: 1.757370 eta: 1 day, 1:04:30 batch_cost: 0.9135 data_cost: 0.0004 ips: 52.5454 images/s [03/13 07:48:53] ppdet.engine INFO: Epoch: [149] [ 80/610] learning_rate: 0.121403 loss_vfl: 0.913646 loss_bbox: 0.416659 loss_dfl: 0.405486 loss: 1.709151 eta: 1 day, 1:04:10 batch_cost: 0.9642 data_cost: 0.0004 ips: 49.7821 images/s [03/13 07:49:15] ppdet.engine INFO: Epoch: [149] [100/610] learning_rate: 0.121362 loss_vfl: 0.840616 loss_bbox: 0.380605 loss_dfl: 0.379551 loss: 1.607955 eta: 1 day, 1:03:49 batch_cost: 0.9409 data_cost: 0.0005 ips: 51.0174 images/s [03/13 07:49:36] ppdet.engine INFO: Epoch: [149] [120/610] learning_rate: 0.121321 loss_vfl: 0.904174 loss_bbox: 0.403556 loss_dfl: 0.399850 loss: 1.707193 eta: 1 day, 1:03:27 batch_cost: 0.8593 data_cost: 0.0007 ips: 55.8627 images/s [03/13 07:49:58] ppdet.engine INFO: Epoch: [149] [140/610] learning_rate: 0.121279 loss_vfl: 0.937914 loss_bbox: 0.407967 loss_dfl: 0.404042 loss: 1.720133 eta: 1 day, 1:03:06 batch_cost: 0.9158 data_cost: 0.0004 ips: 52.4126 images/s [03/13 07:50:20] ppdet.engine INFO: Epoch: [149] [160/610] learning_rate: 0.121238 loss_vfl: 0.877866 loss_bbox: 0.389851 loss_dfl: 0.385055 loss: 1.647917 eta: 1 day, 1:02:47 batch_cost: 0.9995 data_cost: 0.0004 ips: 48.0248 images/s [03/13 07:50:42] ppdet.engine INFO: Epoch: [149] [180/610] learning_rate: 0.121197 loss_vfl: 0.929538 loss_bbox: 0.407666 loss_dfl: 0.410592 loss: 1.757392 eta: 1 day, 1:02:27 batch_cost: 0.9486 data_cost: 0.0050 ips: 50.5988 images/s [03/13 07:51:04] ppdet.engine INFO: Epoch: [149] [200/610] learning_rate: 0.121156 loss_vfl: 0.889645 loss_bbox: 0.396315 loss_dfl: 0.398643 loss: 1.694327 eta: 1 day, 1:02:07 batch_cost: 0.9936 data_cost: 0.0004 ips: 48.3075 images/s [03/13 07:51:25] ppdet.engine INFO: Epoch: [149] [220/610] learning_rate: 0.121114 loss_vfl: 0.916930 loss_bbox: 0.389471 loss_dfl: 0.396502 loss: 1.692518 eta: 1 day, 1:01:47 batch_cost: 0.9363 data_cost: 0.0004 ips: 51.2661 images/s [03/13 07:51:47] ppdet.engine INFO: Epoch: [149] [240/610] learning_rate: 0.121073 loss_vfl: 0.921074 loss_bbox: 0.385763 loss_dfl: 0.402838 loss: 1.726866 eta: 1 day, 1:01:27 batch_cost: 0.9563 data_cost: 0.0004 ips: 50.1951 images/s [03/13 07:52:08] ppdet.engine INFO: Epoch: [149] [260/610] learning_rate: 0.121032 loss_vfl: 0.897302 loss_bbox: 0.394264 loss_dfl: 0.402783 loss: 1.697180 eta: 1 day, 1:01:05 batch_cost: 0.8657 data_cost: 0.0004 ips: 55.4463 images/s [03/13 07:52:31] ppdet.engine INFO: Epoch: [149] [280/610] learning_rate: 0.120990 loss_vfl: 0.921582 loss_bbox: 0.404345 loss_dfl: 0.415705 loss: 1.758243 eta: 1 day, 1:00:45 batch_cost: 0.9644 data_cost: 0.0004 ips: 49.7732 images/s [03/13 07:52:52] ppdet.engine INFO: Epoch: [149] [300/610] learning_rate: 0.120949 loss_vfl: 0.869336 loss_bbox: 0.383053 loss_dfl: 0.380545 loss: 1.632735 eta: 1 day, 1:00:23 batch_cost: 0.8711 data_cost: 0.0005 ips: 55.1019 images/s [03/13 07:53:12] ppdet.engine INFO: Epoch: [149] [320/610] learning_rate: 0.120908 loss_vfl: 0.958795 loss_bbox: 0.437684 loss_dfl: 0.427883 loss: 1.836174 eta: 1 day, 1:00:03 batch_cost: 0.9480 data_cost: 0.0004 ips: 50.6343 images/s [03/13 07:53:34] ppdet.engine INFO: Epoch: [149] [340/610] learning_rate: 0.120867 loss_vfl: 0.878381 loss_bbox: 0.411203 loss_dfl: 0.406831 loss: 1.720101 eta: 1 day, 0:59:42 batch_cost: 0.9316 data_cost: 0.0004 ips: 51.5234 images/s [03/13 07:53:56] ppdet.engine INFO: Epoch: [149] [360/610] learning_rate: 0.120825 loss_vfl: 0.877854 loss_bbox: 0.396603 loss_dfl: 0.392723 loss: 1.668638 eta: 1 day, 0:59:22 batch_cost: 0.9240 data_cost: 0.0004 ips: 51.9505 images/s [03/13 07:54:17] ppdet.engine INFO: Epoch: [149] [380/610] learning_rate: 0.120784 loss_vfl: 0.859467 loss_bbox: 0.376558 loss_dfl: 0.379755 loss: 1.624721 eta: 1 day, 0:59:01 batch_cost: 0.9440 data_cost: 0.0004 ips: 50.8483 images/s [03/13 07:54:39] ppdet.engine INFO: Epoch: [149] [400/610] learning_rate: 0.120743 loss_vfl: 0.868979 loss_bbox: 0.390380 loss_dfl: 0.394689 loss: 1.654989 eta: 1 day, 0:58:40 batch_cost: 0.9018 data_cost: 0.0006 ips: 53.2251 images/s [03/13 07:55:00] ppdet.engine INFO: Epoch: [149] [420/610] learning_rate: 0.120702 loss_vfl: 0.841884 loss_bbox: 0.387085 loss_dfl: 0.388729 loss: 1.614157 eta: 1 day, 0:58:19 batch_cost: 0.8955 data_cost: 0.0011 ips: 53.6010 images/s [03/13 07:55:23] ppdet.engine INFO: Epoch: [149] [440/610] learning_rate: 0.120660 loss_vfl: 0.891378 loss_bbox: 0.397703 loss_dfl: 0.387333 loss: 1.674371 eta: 1 day, 0:58:00 batch_cost: 1.0367 data_cost: 0.0004 ips: 46.2995 images/s [03/13 07:55:45] ppdet.engine INFO: Epoch: [149] [460/610] learning_rate: 0.120619 loss_vfl: 0.917692 loss_bbox: 0.403343 loss_dfl: 0.401876 loss: 1.713946 eta: 1 day, 0:57:40 batch_cost: 0.9711 data_cost: 0.0004 ips: 49.4267 images/s [03/13 07:56:06] ppdet.engine INFO: Epoch: [149] [480/610] learning_rate: 0.120578 loss_vfl: 0.861398 loss_bbox: 0.397599 loss_dfl: 0.391071 loss: 1.648349 eta: 1 day, 0:57:20 batch_cost: 0.9499 data_cost: 0.0004 ips: 50.5331 images/s [03/13 07:56:27] ppdet.engine INFO: Epoch: [149] [500/610] learning_rate: 0.120536 loss_vfl: 0.865543 loss_bbox: 0.377013 loss_dfl: 0.380973 loss: 1.637258 eta: 1 day, 0:57:00 batch_cost: 0.9606 data_cost: 0.0004 ips: 49.9691 images/s [03/13 07:56:49] ppdet.engine INFO: Epoch: [149] [520/610] learning_rate: 0.120495 loss_vfl: 0.918183 loss_bbox: 0.396348 loss_dfl: 0.401171 loss: 1.725882 eta: 1 day, 0:56:41 batch_cost: 1.0010 data_cost: 0.0004 ips: 47.9535 images/s [03/13 07:57:11] ppdet.engine INFO: Epoch: [149] [540/610] learning_rate: 0.120454 loss_vfl: 0.854519 loss_bbox: 0.395510 loss_dfl: 0.385806 loss: 1.620753 eta: 1 day, 0:56:22 batch_cost: 0.9920 data_cost: 0.0004 ips: 48.3855 images/s [03/13 07:57:32] ppdet.engine INFO: Epoch: [149] [560/610] learning_rate: 0.120413 loss_vfl: 0.860340 loss_bbox: 0.385996 loss_dfl: 0.383152 loss: 1.637013 eta: 1 day, 0:56:01 batch_cost: 0.9469 data_cost: 0.0004 ips: 50.6922 images/s [03/13 07:57:52] ppdet.engine INFO: Epoch: [149] [580/610] learning_rate: 0.120371 loss_vfl: 0.895423 loss_bbox: 0.398472 loss_dfl: 0.390012 loss: 1.667600 eta: 1 day, 0:55:40 batch_cost: 0.8997 data_cost: 0.0007 ips: 53.3482 images/s [03/13 07:58:14] ppdet.engine INFO: Epoch: [149] [600/610] learning_rate: 0.120330 loss_vfl: 0.879987 loss_bbox: 0.400269 loss_dfl: 0.396596 loss: 1.654889 eta: 1 day, 0:55:20 batch_cost: 0.9687 data_cost: 0.0020 ips: 49.5506 images/s [03/13 07:58:22] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 07:58:22] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 07:58:22] ppdet.engine INFO: Eval iter: 0 [03/13 07:58:46] ppdet.engine INFO: Eval iter: 100 [03/13 07:58:56] ppdet.engine INFO: Eval iter: 200 [03/13 07:59:05] ppdet.engine INFO: Eval iter: 300 [03/13 07:59:14] ppdet.engine INFO: Eval iter: 400 [03/13 07:59:24] ppdet.engine INFO: Eval iter: 500 [03/13 07:59:34] ppdet.engine INFO: Eval iter: 600 [03/13 07:59:47] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.63s) creating index... index created! [03/13 07:59:48] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.17s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=61.51s). Accumulating evaluation results... DONE (t=12.34s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.367 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.524 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.392 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.150 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.399 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.309 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.493 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.242 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.592 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.769 [03/13 08:01:09] ppdet.engine INFO: Total sample number: 4952, averge FPS: 65.93381289000642 [03/13 08:01:09] ppdet.engine INFO: Best test bbox ap is 0.367. [03/13 08:01:09] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 08:01:09] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 08:01:10] ppdet.engine INFO: Epoch: [150] [ 0/610] learning_rate: 0.120310 loss_vfl: 0.875768 loss_bbox: 0.390213 loss_dfl: 0.390945 loss: 1.649759 eta: 1 day, 0:55:05 batch_cost: 0.6739 data_cost: 0.0004 ips: 71.2241 images/s [03/13 08:01:32] ppdet.engine INFO: Epoch: [150] [ 20/610] learning_rate: 0.120268 loss_vfl: 0.929286 loss_bbox: 0.415654 loss_dfl: 0.428321 loss: 1.765743 eta: 1 day, 0:54:45 batch_cost: 0.9566 data_cost: 0.0004 ips: 50.1779 images/s [03/13 08:01:53] ppdet.engine INFO: Epoch: [150] [ 40/610] learning_rate: 0.120227 loss_vfl: 0.851403 loss_bbox: 0.383806 loss_dfl: 0.396745 loss: 1.631840 eta: 1 day, 0:54:25 batch_cost: 0.9522 data_cost: 0.0004 ips: 50.4073 images/s [03/13 08:02:15] ppdet.engine INFO: Epoch: [150] [ 60/610] learning_rate: 0.120186 loss_vfl: 0.909318 loss_bbox: 0.405855 loss_dfl: 0.407088 loss: 1.727994 eta: 1 day, 0:54:04 batch_cost: 0.9434 data_cost: 0.0004 ips: 50.8808 images/s [03/13 08:02:38] ppdet.engine INFO: Epoch: [150] [ 80/610] learning_rate: 0.120144 loss_vfl: 0.890982 loss_bbox: 0.385026 loss_dfl: 0.391156 loss: 1.675579 eta: 1 day, 0:53:45 batch_cost: 1.0019 data_cost: 0.0004 ips: 47.9108 images/s [03/13 08:02:59] ppdet.engine INFO: Epoch: [150] [100/610] learning_rate: 0.120103 loss_vfl: 0.865846 loss_bbox: 0.393561 loss_dfl: 0.391832 loss: 1.657421 eta: 1 day, 0:53:25 batch_cost: 0.9318 data_cost: 0.0004 ips: 51.5111 images/s [03/13 08:03:21] ppdet.engine INFO: Epoch: [150] [120/610] learning_rate: 0.120062 loss_vfl: 0.939368 loss_bbox: 0.425532 loss_dfl: 0.424493 loss: 1.795507 eta: 1 day, 0:53:05 batch_cost: 0.9695 data_cost: 0.0004 ips: 49.5095 images/s [03/13 08:03:43] ppdet.engine INFO: Epoch: [150] [140/610] learning_rate: 0.120021 loss_vfl: 0.878968 loss_bbox: 0.387602 loss_dfl: 0.396276 loss: 1.662680 eta: 1 day, 0:52:46 batch_cost: 1.0056 data_cost: 0.0004 ips: 47.7322 images/s [03/13 08:04:04] ppdet.engine INFO: Epoch: [150] [160/610] learning_rate: 0.119979 loss_vfl: 0.917548 loss_bbox: 0.388809 loss_dfl: 0.399359 loss: 1.715479 eta: 1 day, 0:52:26 batch_cost: 0.9545 data_cost: 0.0004 ips: 50.2860 images/s [03/13 08:04:26] ppdet.engine INFO: Epoch: [150] [180/610] learning_rate: 0.119938 loss_vfl: 0.894505 loss_bbox: 0.390896 loss_dfl: 0.396364 loss: 1.668517 eta: 1 day, 0:52:06 batch_cost: 0.9965 data_cost: 0.0004 ips: 48.1669 images/s [03/13 08:04:47] ppdet.engine INFO: Epoch: [150] [200/610] learning_rate: 0.119897 loss_vfl: 0.954332 loss_bbox: 0.410858 loss_dfl: 0.413865 loss: 1.790717 eta: 1 day, 0:51:45 batch_cost: 0.8861 data_cost: 0.0004 ips: 54.1689 images/s [03/13 08:05:09] ppdet.engine INFO: Epoch: [150] [220/610] learning_rate: 0.119856 loss_vfl: 0.903766 loss_bbox: 0.412414 loss_dfl: 0.406581 loss: 1.717516 eta: 1 day, 0:51:24 batch_cost: 0.8922 data_cost: 0.0004 ips: 53.7968 images/s [03/13 08:05:30] ppdet.engine INFO: Epoch: [150] [240/610] learning_rate: 0.119814 loss_vfl: 0.943215 loss_bbox: 0.399381 loss_dfl: 0.411099 loss: 1.742421 eta: 1 day, 0:51:04 batch_cost: 0.9710 data_cost: 0.0009 ips: 49.4345 images/s [03/13 08:05:52] ppdet.engine INFO: Epoch: [150] [260/610] learning_rate: 0.119773 loss_vfl: 0.945341 loss_bbox: 0.424617 loss_dfl: 0.416741 loss: 1.779255 eta: 1 day, 0:50:44 batch_cost: 0.9593 data_cost: 0.0004 ips: 50.0354 images/s [03/13 08:06:14] ppdet.engine INFO: Epoch: [150] [280/610] learning_rate: 0.119732 loss_vfl: 0.859818 loss_bbox: 0.388325 loss_dfl: 0.377716 loss: 1.622261 eta: 1 day, 0:50:24 batch_cost: 0.9833 data_cost: 0.0004 ips: 48.8130 images/s [03/13 08:06:36] ppdet.engine INFO: Epoch: [150] [300/610] learning_rate: 0.119690 loss_vfl: 0.894109 loss_bbox: 0.407017 loss_dfl: 0.414743 loss: 1.711488 eta: 1 day, 0:50:04 batch_cost: 0.9668 data_cost: 0.0004 ips: 49.6502 images/s [03/13 08:06:58] ppdet.engine INFO: Epoch: [150] [320/610] learning_rate: 0.119649 loss_vfl: 0.868198 loss_bbox: 0.379426 loss_dfl: 0.384719 loss: 1.631460 eta: 1 day, 0:49:44 batch_cost: 0.9328 data_cost: 0.0004 ips: 51.4581 images/s [03/13 08:07:20] ppdet.engine INFO: Epoch: [150] [340/610] learning_rate: 0.119608 loss_vfl: 0.888472 loss_bbox: 0.388499 loss_dfl: 0.403412 loss: 1.713660 eta: 1 day, 0:49:24 batch_cost: 0.9615 data_cost: 0.0007 ips: 49.9195 images/s [03/13 08:07:43] ppdet.engine INFO: Epoch: [150] [360/610] learning_rate: 0.119567 loss_vfl: 0.881523 loss_bbox: 0.406573 loss_dfl: 0.402292 loss: 1.678727 eta: 1 day, 0:49:04 batch_cost: 0.9559 data_cost: 0.0004 ips: 50.2132 images/s [03/13 08:08:04] ppdet.engine INFO: Epoch: [150] [380/610] learning_rate: 0.119525 loss_vfl: 0.884343 loss_bbox: 0.379286 loss_dfl: 0.388754 loss: 1.666834 eta: 1 day, 0:48:44 batch_cost: 0.9693 data_cost: 0.0004 ips: 49.5223 images/s [03/13 08:08:26] ppdet.engine INFO: Epoch: [150] [400/610] learning_rate: 0.119484 loss_vfl: 0.907671 loss_bbox: 0.397005 loss_dfl: 0.394665 loss: 1.700870 eta: 1 day, 0:48:24 batch_cost: 0.9924 data_cost: 0.0004 ips: 48.3688 images/s [03/13 08:08:47] ppdet.engine INFO: Epoch: [150] [420/610] learning_rate: 0.119443 loss_vfl: 0.880983 loss_bbox: 0.382330 loss_dfl: 0.390816 loss: 1.645353 eta: 1 day, 0:48:04 batch_cost: 0.9260 data_cost: 0.0004 ips: 51.8359 images/s [03/13 08:09:08] ppdet.engine INFO: Epoch: [150] [440/610] learning_rate: 0.119402 loss_vfl: 0.938729 loss_bbox: 0.389751 loss_dfl: 0.398016 loss: 1.735884 eta: 1 day, 0:47:43 batch_cost: 0.9307 data_cost: 0.0004 ips: 51.5716 images/s [03/13 08:09:28] ppdet.engine INFO: Epoch: [150] [460/610] learning_rate: 0.119360 loss_vfl: 0.882574 loss_bbox: 0.398081 loss_dfl: 0.395806 loss: 1.661809 eta: 1 day, 0:47:22 batch_cost: 0.8937 data_cost: 0.0004 ips: 53.7106 images/s [03/13 08:09:51] ppdet.engine INFO: Epoch: [150] [480/610] learning_rate: 0.119319 loss_vfl: 0.921645 loss_bbox: 0.400338 loss_dfl: 0.404745 loss: 1.754079 eta: 1 day, 0:47:03 batch_cost: 1.0356 data_cost: 0.0004 ips: 46.3499 images/s [03/13 08:10:14] ppdet.engine INFO: Epoch: [150] [500/610] learning_rate: 0.119278 loss_vfl: 0.900898 loss_bbox: 0.394447 loss_dfl: 0.398634 loss: 1.699703 eta: 1 day, 0:46:45 batch_cost: 1.0176 data_cost: 0.0004 ips: 47.1703 images/s [03/13 08:10:34] ppdet.engine INFO: Epoch: [150] [520/610] learning_rate: 0.119237 loss_vfl: 0.870402 loss_bbox: 0.388240 loss_dfl: 0.397993 loss: 1.651775 eta: 1 day, 0:46:22 batch_cost: 0.8186 data_cost: 0.0004 ips: 58.6370 images/s [03/13 08:10:55] ppdet.engine INFO: Epoch: [150] [540/610] learning_rate: 0.119195 loss_vfl: 0.963834 loss_bbox: 0.409886 loss_dfl: 0.421610 loss: 1.796615 eta: 1 day, 0:46:02 batch_cost: 0.9541 data_cost: 0.0004 ips: 50.3084 images/s [03/13 08:11:17] ppdet.engine INFO: Epoch: [150] [560/610] learning_rate: 0.119154 loss_vfl: 0.860888 loss_bbox: 0.372205 loss_dfl: 0.375844 loss: 1.610896 eta: 1 day, 0:45:42 batch_cost: 0.9973 data_cost: 0.0004 ips: 48.1293 images/s [03/13 08:11:39] ppdet.engine INFO: Epoch: [150] [580/610] learning_rate: 0.119113 loss_vfl: 0.898784 loss_bbox: 0.398068 loss_dfl: 0.404900 loss: 1.690439 eta: 1 day, 0:45:23 batch_cost: 0.9726 data_cost: 0.0004 ips: 49.3539 images/s [03/13 08:12:00] ppdet.engine INFO: Epoch: [150] [600/610] learning_rate: 0.119071 loss_vfl: 0.958535 loss_bbox: 0.418392 loss_dfl: 0.422491 loss: 1.800535 eta: 1 day, 0:45:03 batch_cost: 0.9818 data_cost: 0.0006 ips: 48.8917 images/s [03/13 08:12:22] ppdet.engine INFO: Epoch: [151] [ 0/610] learning_rate: 0.119051 loss_vfl: 0.922793 loss_bbox: 0.423652 loss_dfl: 0.427000 loss: 1.788548 eta: 1 day, 0:45:01 batch_cost: 1.3620 data_cost: 0.4893 ips: 35.2434 images/s [03/13 08:12:46] ppdet.engine INFO: Epoch: [151] [ 20/610] learning_rate: 0.119010 loss_vfl: 0.895666 loss_bbox: 0.410747 loss_dfl: 0.401568 loss: 1.719110 eta: 1 day, 0:44:42 batch_cost: 1.0094 data_cost: 0.0004 ips: 47.5523 images/s [03/13 08:13:07] ppdet.engine INFO: Epoch: [151] [ 40/610] learning_rate: 0.118968 loss_vfl: 0.922740 loss_bbox: 0.408887 loss_dfl: 0.411017 loss: 1.741617 eta: 1 day, 0:44:21 batch_cost: 0.9266 data_cost: 0.0004 ips: 51.8032 images/s [03/13 08:13:29] ppdet.engine INFO: Epoch: [151] [ 60/610] learning_rate: 0.118927 loss_vfl: 0.895012 loss_bbox: 0.408961 loss_dfl: 0.414748 loss: 1.722198 eta: 1 day, 0:44:02 batch_cost: 0.9734 data_cost: 0.0004 ips: 49.3128 images/s [03/13 08:13:50] ppdet.engine INFO: Epoch: [151] [ 80/610] learning_rate: 0.118886 loss_vfl: 0.888240 loss_bbox: 0.406461 loss_dfl: 0.408821 loss: 1.696468 eta: 1 day, 0:43:41 batch_cost: 0.9296 data_cost: 0.0005 ips: 51.6373 images/s [03/13 08:14:11] ppdet.engine INFO: Epoch: [151] [100/610] learning_rate: 0.118844 loss_vfl: 0.924574 loss_bbox: 0.404973 loss_dfl: 0.423377 loss: 1.760797 eta: 1 day, 0:43:20 batch_cost: 0.8968 data_cost: 0.0005 ips: 53.5232 images/s [03/13 08:14:32] ppdet.engine INFO: Epoch: [151] [120/610] learning_rate: 0.118803 loss_vfl: 0.916704 loss_bbox: 0.396981 loss_dfl: 0.406891 loss: 1.726664 eta: 1 day, 0:42:59 batch_cost: 0.9063 data_cost: 0.0007 ips: 52.9599 images/s [03/13 08:14:55] ppdet.engine INFO: Epoch: [151] [140/610] learning_rate: 0.118762 loss_vfl: 0.900507 loss_bbox: 0.391667 loss_dfl: 0.402549 loss: 1.686914 eta: 1 day, 0:42:40 batch_cost: 1.0448 data_cost: 0.0010 ips: 45.9435 images/s [03/13 08:15:16] ppdet.engine INFO: Epoch: [151] [160/610] learning_rate: 0.118721 loss_vfl: 0.908136 loss_bbox: 0.382768 loss_dfl: 0.391683 loss: 1.674785 eta: 1 day, 0:42:19 batch_cost: 0.8941 data_cost: 0.0004 ips: 53.6863 images/s [03/13 08:15:37] ppdet.engine INFO: Epoch: [151] [180/610] learning_rate: 0.118679 loss_vfl: 0.887292 loss_bbox: 0.396983 loss_dfl: 0.393456 loss: 1.663373 eta: 1 day, 0:41:58 batch_cost: 0.9290 data_cost: 0.0013 ips: 51.6690 images/s [03/13 08:15:57] ppdet.engine INFO: Epoch: [151] [200/610] learning_rate: 0.118638 loss_vfl: 0.948859 loss_bbox: 0.417158 loss_dfl: 0.416419 loss: 1.797902 eta: 1 day, 0:41:38 batch_cost: 0.9430 data_cost: 0.0004 ips: 50.8990 images/s [03/13 08:16:20] ppdet.engine INFO: Epoch: [151] [220/610] learning_rate: 0.118597 loss_vfl: 0.935012 loss_bbox: 0.407815 loss_dfl: 0.411865 loss: 1.752761 eta: 1 day, 0:41:19 batch_cost: 1.0145 data_cost: 0.0004 ips: 47.3139 images/s [03/13 08:16:40] ppdet.engine INFO: Epoch: [151] [240/610] learning_rate: 0.118556 loss_vfl: 0.928942 loss_bbox: 0.424716 loss_dfl: 0.424003 loss: 1.806031 eta: 1 day, 0:40:58 batch_cost: 0.9255 data_cost: 0.0004 ips: 51.8649 images/s [03/13 08:17:03] ppdet.engine INFO: Epoch: [151] [260/610] learning_rate: 0.118514 loss_vfl: 0.900307 loss_bbox: 0.414732 loss_dfl: 0.410317 loss: 1.747689 eta: 1 day, 0:40:38 batch_cost: 0.9461 data_cost: 0.0012 ips: 50.7352 images/s [03/13 08:17:25] ppdet.engine INFO: Epoch: [151] [280/610] learning_rate: 0.118473 loss_vfl: 0.852911 loss_bbox: 0.362391 loss_dfl: 0.387761 loss: 1.610797 eta: 1 day, 0:40:19 batch_cost: 1.0059 data_cost: 0.0004 ips: 47.7181 images/s [03/13 08:17:46] ppdet.engine INFO: Epoch: [151] [300/610] learning_rate: 0.118432 loss_vfl: 0.934444 loss_bbox: 0.413755 loss_dfl: 0.412967 loss: 1.728674 eta: 1 day, 0:39:59 batch_cost: 0.9698 data_cost: 0.0011 ips: 49.4937 images/s [03/13 08:18:08] ppdet.engine INFO: Epoch: [151] [320/610] learning_rate: 0.118391 loss_vfl: 0.933834 loss_bbox: 0.379915 loss_dfl: 0.410411 loss: 1.742180 eta: 1 day, 0:39:39 batch_cost: 0.9261 data_cost: 0.0008 ips: 51.8292 images/s [03/13 08:18:30] ppdet.engine INFO: Epoch: [151] [340/610] learning_rate: 0.118349 loss_vfl: 0.871429 loss_bbox: 0.391304 loss_dfl: 0.397277 loss: 1.678275 eta: 1 day, 0:39:20 batch_cost: 1.0126 data_cost: 0.0008 ips: 47.4005 images/s [03/13 08:18:54] ppdet.engine INFO: Epoch: [151] [360/610] learning_rate: 0.118308 loss_vfl: 0.958078 loss_bbox: 0.413183 loss_dfl: 0.420888 loss: 1.798119 eta: 1 day, 0:39:00 batch_cost: 0.9966 data_cost: 0.0004 ips: 48.1647 images/s [03/13 08:19:14] ppdet.engine INFO: Epoch: [151] [380/610] learning_rate: 0.118267 loss_vfl: 0.849285 loss_bbox: 0.368320 loss_dfl: 0.372948 loss: 1.571904 eta: 1 day, 0:38:40 batch_cost: 0.9293 data_cost: 0.0004 ips: 51.6512 images/s [03/13 08:19:36] ppdet.engine INFO: Epoch: [151] [400/610] learning_rate: 0.118226 loss_vfl: 0.879127 loss_bbox: 0.389628 loss_dfl: 0.401538 loss: 1.666327 eta: 1 day, 0:38:18 batch_cost: 0.8780 data_cost: 0.0008 ips: 54.6693 images/s [03/13 08:19:58] ppdet.engine INFO: Epoch: [151] [420/610] learning_rate: 0.118184 loss_vfl: 0.911878 loss_bbox: 0.418707 loss_dfl: 0.407853 loss: 1.730982 eta: 1 day, 0:37:59 batch_cost: 1.0061 data_cost: 0.0004 ips: 47.7074 images/s [03/13 08:20:19] ppdet.engine INFO: Epoch: [151] [440/610] learning_rate: 0.118143 loss_vfl: 0.933910 loss_bbox: 0.404051 loss_dfl: 0.415229 loss: 1.740052 eta: 1 day, 0:37:39 batch_cost: 0.9390 data_cost: 0.0004 ips: 51.1193 images/s [03/13 08:20:41] ppdet.engine INFO: Epoch: [151] [460/610] learning_rate: 0.118102 loss_vfl: 0.866235 loss_bbox: 0.402353 loss_dfl: 0.394076 loss: 1.676379 eta: 1 day, 0:37:18 batch_cost: 0.9212 data_cost: 0.0095 ips: 52.1068 images/s [03/13 08:21:02] ppdet.engine INFO: Epoch: [151] [480/610] learning_rate: 0.118060 loss_vfl: 0.940888 loss_bbox: 0.416699 loss_dfl: 0.400411 loss: 1.776100 eta: 1 day, 0:36:58 batch_cost: 0.9505 data_cost: 0.0004 ips: 50.4995 images/s [03/13 08:21:22] ppdet.engine INFO: Epoch: [151] [500/610] learning_rate: 0.118019 loss_vfl: 0.902533 loss_bbox: 0.409158 loss_dfl: 0.409386 loss: 1.730487 eta: 1 day, 0:36:35 batch_cost: 0.8350 data_cost: 0.0004 ips: 57.4854 images/s [03/13 08:21:43] ppdet.engine INFO: Epoch: [151] [520/610] learning_rate: 0.117978 loss_vfl: 0.890976 loss_bbox: 0.398211 loss_dfl: 0.395027 loss: 1.667879 eta: 1 day, 0:36:15 batch_cost: 0.9506 data_cost: 0.0004 ips: 50.4927 images/s [03/13 08:22:04] ppdet.engine INFO: Epoch: [151] [540/610] learning_rate: 0.117937 loss_vfl: 0.913156 loss_bbox: 0.395881 loss_dfl: 0.401851 loss: 1.751992 eta: 1 day, 0:35:54 batch_cost: 0.9268 data_cost: 0.0004 ips: 51.7904 images/s [03/13 08:22:25] ppdet.engine INFO: Epoch: [151] [560/610] learning_rate: 0.117895 loss_vfl: 0.888405 loss_bbox: 0.398042 loss_dfl: 0.395470 loss: 1.677754 eta: 1 day, 0:35:34 batch_cost: 0.9115 data_cost: 0.0004 ips: 52.6586 images/s [03/13 08:22:47] ppdet.engine INFO: Epoch: [151] [580/610] learning_rate: 0.117854 loss_vfl: 0.919383 loss_bbox: 0.389621 loss_dfl: 0.386179 loss: 1.691182 eta: 1 day, 0:35:13 batch_cost: 0.9432 data_cost: 0.0014 ips: 50.8898 images/s [03/13 08:23:08] ppdet.engine INFO: Epoch: [151] [600/610] learning_rate: 0.117813 loss_vfl: 0.871216 loss_bbox: 0.385975 loss_dfl: 0.384972 loss: 1.640157 eta: 1 day, 0:34:52 batch_cost: 0.9215 data_cost: 0.0005 ips: 52.0915 images/s [03/13 08:23:29] ppdet.engine INFO: Epoch: [152] [ 0/610] learning_rate: 0.117792 loss_vfl: 0.883106 loss_bbox: 0.373198 loss_dfl: 0.387447 loss: 1.630640 eta: 1 day, 0:34:49 batch_cost: 1.2790 data_cost: 0.5313 ips: 37.5299 images/s [03/13 08:23:55] ppdet.engine INFO: Epoch: [152] [ 20/610] learning_rate: 0.117751 loss_vfl: 0.923519 loss_bbox: 0.399297 loss_dfl: 0.410696 loss: 1.740628 eta: 1 day, 0:34:32 batch_cost: 1.1362 data_cost: 0.0004 ips: 42.2452 images/s [03/13 08:24:17] ppdet.engine INFO: Epoch: [152] [ 40/610] learning_rate: 0.117710 loss_vfl: 0.869652 loss_bbox: 0.389857 loss_dfl: 0.398017 loss: 1.675763 eta: 1 day, 0:34:12 batch_cost: 0.9346 data_cost: 0.0004 ips: 51.3600 images/s [03/13 08:24:39] ppdet.engine INFO: Epoch: [152] [ 60/610] learning_rate: 0.117668 loss_vfl: 0.887415 loss_bbox: 0.380208 loss_dfl: 0.387847 loss: 1.645655 eta: 1 day, 0:33:51 batch_cost: 0.9242 data_cost: 0.0005 ips: 51.9384 images/s [03/13 08:25:00] ppdet.engine INFO: Epoch: [152] [ 80/610] learning_rate: 0.117627 loss_vfl: 0.893769 loss_bbox: 0.400561 loss_dfl: 0.405116 loss: 1.716095 eta: 1 day, 0:33:30 batch_cost: 0.9010 data_cost: 0.0004 ips: 53.2765 images/s [03/13 08:25:22] ppdet.engine INFO: Epoch: [152] [100/610] learning_rate: 0.117586 loss_vfl: 0.952985 loss_bbox: 0.435889 loss_dfl: 0.423515 loss: 1.776481 eta: 1 day, 0:33:11 batch_cost: 0.9923 data_cost: 0.0004 ips: 48.3711 images/s [03/13 08:25:43] ppdet.engine INFO: Epoch: [152] [120/610] learning_rate: 0.117545 loss_vfl: 0.938534 loss_bbox: 0.417853 loss_dfl: 0.414652 loss: 1.755109 eta: 1 day, 0:32:50 batch_cost: 0.9214 data_cost: 0.0009 ips: 52.0964 images/s [03/13 08:26:05] ppdet.engine INFO: Epoch: [152] [140/610] learning_rate: 0.117503 loss_vfl: 0.865634 loss_bbox: 0.390624 loss_dfl: 0.394297 loss: 1.636236 eta: 1 day, 0:32:30 batch_cost: 0.9703 data_cost: 0.0004 ips: 49.4710 images/s [03/13 08:26:27] ppdet.engine INFO: Epoch: [152] [160/610] learning_rate: 0.117462 loss_vfl: 0.841982 loss_bbox: 0.370960 loss_dfl: 0.372073 loss: 1.578424 eta: 1 day, 0:32:10 batch_cost: 0.9327 data_cost: 0.0010 ips: 51.4631 images/s [03/13 08:26:48] ppdet.engine INFO: Epoch: [152] [180/610] learning_rate: 0.117421 loss_vfl: 0.945381 loss_bbox: 0.415847 loss_dfl: 0.421550 loss: 1.808721 eta: 1 day, 0:31:48 batch_cost: 0.8660 data_cost: 0.0004 ips: 55.4280 images/s [03/13 08:27:09] ppdet.engine INFO: Epoch: [152] [200/610] learning_rate: 0.117380 loss_vfl: 0.901456 loss_bbox: 0.403564 loss_dfl: 0.413025 loss: 1.713430 eta: 1 day, 0:31:26 batch_cost: 0.8840 data_cost: 0.0004 ips: 54.2979 images/s [03/13 08:27:32] ppdet.engine INFO: Epoch: [152] [220/610] learning_rate: 0.117338 loss_vfl: 0.907909 loss_bbox: 0.401758 loss_dfl: 0.390643 loss: 1.681261 eta: 1 day, 0:31:07 batch_cost: 1.0005 data_cost: 0.0004 ips: 47.9768 images/s [03/13 08:27:53] ppdet.engine INFO: Epoch: [152] [240/610] learning_rate: 0.117297 loss_vfl: 0.908243 loss_bbox: 0.422770 loss_dfl: 0.432092 loss: 1.760690 eta: 1 day, 0:30:47 batch_cost: 0.9258 data_cost: 0.0008 ips: 51.8475 images/s [03/13 08:28:15] ppdet.engine INFO: Epoch: [152] [260/610] learning_rate: 0.117256 loss_vfl: 0.899783 loss_bbox: 0.389023 loss_dfl: 0.385685 loss: 1.647124 eta: 1 day, 0:30:26 batch_cost: 0.9420 data_cost: 0.0004 ips: 50.9576 images/s [03/13 08:28:38] ppdet.engine INFO: Epoch: [152] [280/610] learning_rate: 0.117215 loss_vfl: 0.907413 loss_bbox: 0.396675 loss_dfl: 0.399535 loss: 1.702576 eta: 1 day, 0:30:07 batch_cost: 0.9812 data_cost: 0.0006 ips: 48.9179 images/s [03/13 08:28:59] ppdet.engine INFO: Epoch: [152] [300/610] learning_rate: 0.117173 loss_vfl: 0.900551 loss_bbox: 0.371516 loss_dfl: 0.393634 loss: 1.680327 eta: 1 day, 0:29:46 batch_cost: 0.9198 data_cost: 0.0004 ips: 52.1876 images/s [03/13 08:29:20] ppdet.engine INFO: Epoch: [152] [320/610] learning_rate: 0.117132 loss_vfl: 0.856323 loss_bbox: 0.383747 loss_dfl: 0.384502 loss: 1.630419 eta: 1 day, 0:29:26 batch_cost: 0.9535 data_cost: 0.0004 ips: 50.3391 images/s [03/13 08:29:42] ppdet.engine INFO: Epoch: [152] [340/610] learning_rate: 0.117091 loss_vfl: 0.822850 loss_bbox: 0.383870 loss_dfl: 0.381907 loss: 1.574723 eta: 1 day, 0:29:06 batch_cost: 0.9543 data_cost: 0.0011 ips: 50.2962 images/s [03/13 08:30:04] ppdet.engine INFO: Epoch: [152] [360/610] learning_rate: 0.117050 loss_vfl: 0.891538 loss_bbox: 0.385510 loss_dfl: 0.399422 loss: 1.683146 eta: 1 day, 0:28:46 batch_cost: 0.9624 data_cost: 0.0005 ips: 49.8741 images/s [03/13 08:30:24] ppdet.engine INFO: Epoch: [152] [380/610] learning_rate: 0.117008 loss_vfl: 0.815136 loss_bbox: 0.372762 loss_dfl: 0.370464 loss: 1.567780 eta: 1 day, 0:28:25 batch_cost: 0.9068 data_cost: 0.0004 ips: 52.9315 images/s [03/13 08:30:47] ppdet.engine INFO: Epoch: [152] [400/610] learning_rate: 0.116967 loss_vfl: 0.903167 loss_bbox: 0.398138 loss_dfl: 0.401107 loss: 1.706724 eta: 1 day, 0:28:06 batch_cost: 1.0106 data_cost: 0.0004 ips: 47.4950 images/s [03/13 08:31:09] ppdet.engine INFO: Epoch: [152] [420/610] learning_rate: 0.116926 loss_vfl: 0.920655 loss_bbox: 0.409196 loss_dfl: 0.413823 loss: 1.739239 eta: 1 day, 0:27:46 batch_cost: 0.9964 data_cost: 0.0008 ips: 48.1746 images/s [03/13 08:31:31] ppdet.engine INFO: Epoch: [152] [440/610] learning_rate: 0.116885 loss_vfl: 0.900647 loss_bbox: 0.390033 loss_dfl: 0.397733 loss: 1.683190 eta: 1 day, 0:27:27 batch_cost: 0.9768 data_cost: 0.0005 ips: 49.1424 images/s [03/13 08:31:53] ppdet.engine INFO: Epoch: [152] [460/610] learning_rate: 0.116843 loss_vfl: 0.960052 loss_bbox: 0.404706 loss_dfl: 0.413834 loss: 1.767170 eta: 1 day, 0:27:07 batch_cost: 0.9646 data_cost: 0.0004 ips: 49.7601 images/s [03/13 08:32:14] ppdet.engine INFO: Epoch: [152] [480/610] learning_rate: 0.116802 loss_vfl: 0.928631 loss_bbox: 0.399782 loss_dfl: 0.418854 loss: 1.738874 eta: 1 day, 0:26:46 batch_cost: 0.9209 data_cost: 0.0006 ips: 52.1210 images/s [03/13 08:32:35] ppdet.engine INFO: Epoch: [152] [500/610] learning_rate: 0.116761 loss_vfl: 0.910798 loss_bbox: 0.416818 loss_dfl: 0.401515 loss: 1.725721 eta: 1 day, 0:26:26 batch_cost: 0.9562 data_cost: 0.0006 ips: 50.1985 images/s [03/13 08:32:57] ppdet.engine INFO: Epoch: [152] [520/610] learning_rate: 0.116720 loss_vfl: 0.900734 loss_bbox: 0.395515 loss_dfl: 0.402030 loss: 1.678581 eta: 1 day, 0:26:07 batch_cost: 1.0083 data_cost: 0.0004 ips: 47.6050 images/s [03/13 08:33:18] ppdet.engine INFO: Epoch: [152] [540/610] learning_rate: 0.116678 loss_vfl: 0.845019 loss_bbox: 0.390268 loss_dfl: 0.381744 loss: 1.611460 eta: 1 day, 0:25:46 batch_cost: 0.9306 data_cost: 0.0008 ips: 51.5812 images/s [03/13 08:33:41] ppdet.engine INFO: Epoch: [152] [560/610] learning_rate: 0.116637 loss_vfl: 0.909240 loss_bbox: 0.428680 loss_dfl: 0.405427 loss: 1.744343 eta: 1 day, 0:25:28 batch_cost: 1.0653 data_cost: 0.0004 ips: 45.0557 images/s [03/13 08:34:03] ppdet.engine INFO: Epoch: [152] [580/610] learning_rate: 0.116596 loss_vfl: 0.894012 loss_bbox: 0.391636 loss_dfl: 0.386548 loss: 1.673707 eta: 1 day, 0:25:09 batch_cost: 0.9807 data_cost: 0.0004 ips: 48.9457 images/s [03/13 08:34:24] ppdet.engine INFO: Epoch: [152] [600/610] learning_rate: 0.116555 loss_vfl: 0.908792 loss_bbox: 0.407520 loss_dfl: 0.390891 loss: 1.703264 eta: 1 day, 0:24:49 batch_cost: 0.9415 data_cost: 0.0009 ips: 50.9831 images/s [03/13 08:34:45] ppdet.engine INFO: Epoch: [153] [ 0/610] learning_rate: 0.116534 loss_vfl: 0.901909 loss_bbox: 0.404702 loss_dfl: 0.394419 loss: 1.701009 eta: 1 day, 0:24:46 batch_cost: 1.3315 data_cost: 0.6131 ips: 36.0509 images/s [03/13 08:35:10] ppdet.engine INFO: Epoch: [153] [ 20/610] learning_rate: 0.116493 loss_vfl: 0.905542 loss_bbox: 0.393297 loss_dfl: 0.403365 loss: 1.712536 eta: 1 day, 0:24:29 batch_cost: 1.1472 data_cost: 0.0004 ips: 41.8405 images/s [03/13 08:35:32] ppdet.engine INFO: Epoch: [153] [ 40/610] learning_rate: 0.116451 loss_vfl: 0.861180 loss_bbox: 0.391230 loss_dfl: 0.394928 loss: 1.640813 eta: 1 day, 0:24:09 batch_cost: 0.9259 data_cost: 0.0010 ips: 51.8441 images/s [03/13 08:35:54] ppdet.engine INFO: Epoch: [153] [ 60/610] learning_rate: 0.116410 loss_vfl: 0.845498 loss_bbox: 0.366691 loss_dfl: 0.382533 loss: 1.608038 eta: 1 day, 0:23:48 batch_cost: 0.9193 data_cost: 0.0004 ips: 52.2128 images/s [03/13 08:36:15] ppdet.engine INFO: Epoch: [153] [ 80/610] learning_rate: 0.116369 loss_vfl: 0.883420 loss_bbox: 0.378770 loss_dfl: 0.384427 loss: 1.639761 eta: 1 day, 0:23:27 batch_cost: 0.8995 data_cost: 0.0004 ips: 53.3632 images/s [03/13 08:36:35] ppdet.engine INFO: Epoch: [153] [100/610] learning_rate: 0.116328 loss_vfl: 0.910539 loss_bbox: 0.408637 loss_dfl: 0.419199 loss: 1.728314 eta: 1 day, 0:23:07 batch_cost: 0.9480 data_cost: 0.0004 ips: 50.6350 images/s [03/13 08:36:58] ppdet.engine INFO: Epoch: [153] [120/610] learning_rate: 0.116286 loss_vfl: 0.895372 loss_bbox: 0.393246 loss_dfl: 0.411992 loss: 1.701145 eta: 1 day, 0:22:47 batch_cost: 0.9939 data_cost: 0.0005 ips: 48.2962 images/s [03/13 08:37:20] ppdet.engine INFO: Epoch: [153] [140/610] learning_rate: 0.116245 loss_vfl: 0.858959 loss_bbox: 0.402988 loss_dfl: 0.395060 loss: 1.648376 eta: 1 day, 0:22:28 batch_cost: 1.0234 data_cost: 0.0004 ips: 46.9011 images/s [03/13 08:37:42] ppdet.engine INFO: Epoch: [153] [160/610] learning_rate: 0.116204 loss_vfl: 0.860634 loss_bbox: 0.388194 loss_dfl: 0.398074 loss: 1.649104 eta: 1 day, 0:22:09 batch_cost: 0.9861 data_cost: 0.0008 ips: 48.6776 images/s [03/13 08:38:03] ppdet.engine INFO: Epoch: [153] [180/610] learning_rate: 0.116163 loss_vfl: 0.926763 loss_bbox: 0.421496 loss_dfl: 0.411896 loss: 1.754535 eta: 1 day, 0:21:48 batch_cost: 0.9138 data_cost: 0.0004 ips: 52.5258 images/s [03/13 08:38:24] ppdet.engine INFO: Epoch: [153] [200/610] learning_rate: 0.116121 loss_vfl: 0.880732 loss_bbox: 0.410689 loss_dfl: 0.393719 loss: 1.702288 eta: 1 day, 0:21:28 batch_cost: 0.9456 data_cost: 0.0004 ips: 50.7625 images/s [03/13 08:38:45] ppdet.engine INFO: Epoch: [153] [220/610] learning_rate: 0.116080 loss_vfl: 0.897864 loss_bbox: 0.398730 loss_dfl: 0.401533 loss: 1.730893 eta: 1 day, 0:21:07 batch_cost: 0.8936 data_cost: 0.0004 ips: 53.7166 images/s [03/13 08:39:07] ppdet.engine INFO: Epoch: [153] [240/610] learning_rate: 0.116039 loss_vfl: 0.937877 loss_bbox: 0.409633 loss_dfl: 0.417820 loss: 1.765167 eta: 1 day, 0:20:47 batch_cost: 0.9976 data_cost: 0.0004 ips: 48.1146 images/s [03/13 08:39:28] ppdet.engine INFO: Epoch: [153] [260/610] learning_rate: 0.115998 loss_vfl: 0.894751 loss_bbox: 0.376612 loss_dfl: 0.399314 loss: 1.669201 eta: 1 day, 0:20:27 batch_cost: 0.9543 data_cost: 0.0004 ips: 50.3002 images/s [03/13 08:39:51] ppdet.engine INFO: Epoch: [153] [280/610] learning_rate: 0.115956 loss_vfl: 0.890640 loss_bbox: 0.377898 loss_dfl: 0.383519 loss: 1.658779 eta: 1 day, 0:20:06 batch_cost: 0.8911 data_cost: 0.0009 ips: 53.8679 images/s [03/13 08:40:13] ppdet.engine INFO: Epoch: [153] [300/610] learning_rate: 0.115915 loss_vfl: 0.881540 loss_bbox: 0.379546 loss_dfl: 0.391257 loss: 1.649749 eta: 1 day, 0:19:47 batch_cost: 0.9997 data_cost: 0.0004 ips: 48.0131 images/s [03/13 08:40:33] ppdet.engine INFO: Epoch: [153] [320/610] learning_rate: 0.115874 loss_vfl: 0.917138 loss_bbox: 0.428383 loss_dfl: 0.411233 loss: 1.750139 eta: 1 day, 0:19:26 batch_cost: 0.9015 data_cost: 0.0004 ips: 53.2425 images/s [03/13 08:40:55] ppdet.engine INFO: Epoch: [153] [340/610] learning_rate: 0.115833 loss_vfl: 0.912901 loss_bbox: 0.402492 loss_dfl: 0.396151 loss: 1.715378 eta: 1 day, 0:19:06 batch_cost: 0.9596 data_cost: 0.0006 ips: 50.0194 images/s [03/13 08:41:17] ppdet.engine INFO: Epoch: [153] [360/610] learning_rate: 0.115791 loss_vfl: 0.920226 loss_bbox: 0.391123 loss_dfl: 0.404919 loss: 1.713621 eta: 1 day, 0:18:46 batch_cost: 0.9981 data_cost: 0.0004 ips: 48.0919 images/s [03/13 08:41:38] ppdet.engine INFO: Epoch: [153] [380/610] learning_rate: 0.115750 loss_vfl: 0.938777 loss_bbox: 0.404294 loss_dfl: 0.410155 loss: 1.760761 eta: 1 day, 0:18:27 batch_cost: 0.9881 data_cost: 0.0004 ips: 48.5761 images/s [03/13 08:41:59] ppdet.engine INFO: Epoch: [153] [400/610] learning_rate: 0.115709 loss_vfl: 0.893260 loss_bbox: 0.404082 loss_dfl: 0.412958 loss: 1.690321 eta: 1 day, 0:18:05 batch_cost: 0.8679 data_cost: 0.0004 ips: 55.3078 images/s [03/13 08:42:21] ppdet.engine INFO: Epoch: [153] [420/610] learning_rate: 0.115668 loss_vfl: 0.935689 loss_bbox: 0.411843 loss_dfl: 0.421690 loss: 1.763599 eta: 1 day, 0:17:46 batch_cost: 0.9978 data_cost: 0.0004 ips: 48.1053 images/s [03/13 08:42:43] ppdet.engine INFO: Epoch: [153] [440/610] learning_rate: 0.115626 loss_vfl: 0.939736 loss_bbox: 0.425915 loss_dfl: 0.404018 loss: 1.773190 eta: 1 day, 0:17:26 batch_cost: 0.9427 data_cost: 0.0005 ips: 50.9170 images/s [03/13 08:43:05] ppdet.engine INFO: Epoch: [153] [460/610] learning_rate: 0.115585 loss_vfl: 0.881880 loss_bbox: 0.371994 loss_dfl: 0.392187 loss: 1.673764 eta: 1 day, 0:17:06 batch_cost: 0.9932 data_cost: 0.0005 ips: 48.3268 images/s [03/13 08:43:26] ppdet.engine INFO: Epoch: [153] [480/610] learning_rate: 0.115544 loss_vfl: 0.878025 loss_bbox: 0.396077 loss_dfl: 0.383890 loss: 1.640698 eta: 1 day, 0:16:46 batch_cost: 0.9434 data_cost: 0.0004 ips: 50.8783 images/s [03/13 08:43:48] ppdet.engine INFO: Epoch: [153] [500/610] learning_rate: 0.115503 loss_vfl: 0.865624 loss_bbox: 0.375327 loss_dfl: 0.379366 loss: 1.615255 eta: 1 day, 0:16:25 batch_cost: 0.9349 data_cost: 0.0004 ips: 51.3404 images/s [03/13 08:44:10] ppdet.engine INFO: Epoch: [153] [520/610] learning_rate: 0.115462 loss_vfl: 0.895408 loss_bbox: 0.390451 loss_dfl: 0.399775 loss: 1.676736 eta: 1 day, 0:16:06 batch_cost: 0.9878 data_cost: 0.0004 ips: 48.5923 images/s [03/13 08:44:32] ppdet.engine INFO: Epoch: [153] [540/610] learning_rate: 0.115420 loss_vfl: 0.927120 loss_bbox: 0.412328 loss_dfl: 0.412194 loss: 1.745366 eta: 1 day, 0:15:46 batch_cost: 0.9646 data_cost: 0.0015 ips: 49.7606 images/s [03/13 08:44:54] ppdet.engine INFO: Epoch: [153] [560/610] learning_rate: 0.115379 loss_vfl: 0.841360 loss_bbox: 0.374935 loss_dfl: 0.375151 loss: 1.609159 eta: 1 day, 0:15:26 batch_cost: 0.9574 data_cost: 0.0005 ips: 50.1343 images/s [03/13 08:45:15] ppdet.engine INFO: Epoch: [153] [580/610] learning_rate: 0.115338 loss_vfl: 0.927081 loss_bbox: 0.386236 loss_dfl: 0.404324 loss: 1.715331 eta: 1 day, 0:15:05 batch_cost: 0.9225 data_cost: 0.0004 ips: 52.0306 images/s [03/13 08:45:35] ppdet.engine INFO: Epoch: [153] [600/610] learning_rate: 0.115297 loss_vfl: 0.893663 loss_bbox: 0.386281 loss_dfl: 0.391282 loss: 1.655278 eta: 1 day, 0:14:44 batch_cost: 0.8747 data_cost: 0.0007 ips: 54.8752 images/s [03/13 08:45:55] ppdet.engine INFO: Epoch: [154] [ 0/610] learning_rate: 0.115276 loss_vfl: 0.875134 loss_bbox: 0.409962 loss_dfl: 0.409454 loss: 1.695746 eta: 1 day, 0:14:40 batch_cost: 1.2174 data_cost: 0.5250 ips: 39.4293 images/s [03/13 08:46:23] ppdet.engine INFO: Epoch: [154] [ 20/610] learning_rate: 0.115235 loss_vfl: 0.879975 loss_bbox: 0.397097 loss_dfl: 0.393899 loss: 1.654541 eta: 1 day, 0:14:25 batch_cost: 1.2413 data_cost: 0.0639 ips: 38.6692 images/s [03/13 08:46:44] ppdet.engine INFO: Epoch: [154] [ 40/610] learning_rate: 0.115193 loss_vfl: 0.873844 loss_bbox: 0.375857 loss_dfl: 0.390699 loss: 1.645162 eta: 1 day, 0:14:05 batch_cost: 0.9470 data_cost: 0.0004 ips: 50.6881 images/s [03/13 08:47:05] ppdet.engine INFO: Epoch: [154] [ 60/610] learning_rate: 0.115152 loss_vfl: 0.895660 loss_bbox: 0.404719 loss_dfl: 0.406891 loss: 1.707614 eta: 1 day, 0:13:44 batch_cost: 0.9045 data_cost: 0.0004 ips: 53.0680 images/s [03/13 08:47:25] ppdet.engine INFO: Epoch: [154] [ 80/610] learning_rate: 0.115111 loss_vfl: 0.858207 loss_bbox: 0.385276 loss_dfl: 0.388029 loss: 1.628941 eta: 1 day, 0:13:22 batch_cost: 0.8863 data_cost: 0.0009 ips: 54.1558 images/s [03/13 08:47:46] ppdet.engine INFO: Epoch: [154] [100/610] learning_rate: 0.115070 loss_vfl: 0.869841 loss_bbox: 0.389634 loss_dfl: 0.384825 loss: 1.619289 eta: 1 day, 0:13:02 batch_cost: 0.9476 data_cost: 0.0004 ips: 50.6531 images/s [03/13 08:48:08] ppdet.engine INFO: Epoch: [154] [120/610] learning_rate: 0.115029 loss_vfl: 0.894816 loss_bbox: 0.399690 loss_dfl: 0.402944 loss: 1.689821 eta: 1 day, 0:12:43 batch_cost: 1.0000 data_cost: 0.0018 ips: 48.0011 images/s [03/13 08:48:29] ppdet.engine INFO: Epoch: [154] [140/610] learning_rate: 0.114987 loss_vfl: 0.905790 loss_bbox: 0.411403 loss_dfl: 0.414190 loss: 1.730299 eta: 1 day, 0:12:22 batch_cost: 0.9170 data_cost: 0.0004 ips: 52.3420 images/s [03/13 08:48:51] ppdet.engine INFO: Epoch: [154] [160/610] learning_rate: 0.114946 loss_vfl: 0.909887 loss_bbox: 0.387311 loss_dfl: 0.391083 loss: 1.689062 eta: 1 day, 0:12:01 batch_cost: 0.9167 data_cost: 0.0004 ips: 52.3604 images/s [03/13 08:49:12] ppdet.engine INFO: Epoch: [154] [180/610] learning_rate: 0.114905 loss_vfl: 0.897162 loss_bbox: 0.391028 loss_dfl: 0.392913 loss: 1.682834 eta: 1 day, 0:11:41 batch_cost: 0.9344 data_cost: 0.0004 ips: 51.3726 images/s [03/13 08:49:33] ppdet.engine INFO: Epoch: [154] [200/610] learning_rate: 0.114864 loss_vfl: 0.931176 loss_bbox: 0.406175 loss_dfl: 0.413489 loss: 1.758480 eta: 1 day, 0:11:21 batch_cost: 0.9575 data_cost: 0.0004 ips: 50.1305 images/s [03/13 08:49:55] ppdet.engine INFO: Epoch: [154] [220/610] learning_rate: 0.114822 loss_vfl: 0.837801 loss_bbox: 0.393104 loss_dfl: 0.395536 loss: 1.631336 eta: 1 day, 0:11:02 batch_cost: 0.9920 data_cost: 0.0005 ips: 48.3864 images/s [03/13 08:50:16] ppdet.engine INFO: Epoch: [154] [240/610] learning_rate: 0.114781 loss_vfl: 0.896251 loss_bbox: 0.394782 loss_dfl: 0.407412 loss: 1.685668 eta: 1 day, 0:10:41 batch_cost: 0.9060 data_cost: 0.0016 ips: 52.9787 images/s [03/13 08:50:38] ppdet.engine INFO: Epoch: [154] [260/610] learning_rate: 0.114740 loss_vfl: 0.928577 loss_bbox: 0.427507 loss_dfl: 0.416203 loss: 1.774955 eta: 1 day, 0:10:21 batch_cost: 1.0058 data_cost: 0.0004 ips: 47.7213 images/s [03/13 08:51:00] ppdet.engine INFO: Epoch: [154] [280/610] learning_rate: 0.114699 loss_vfl: 0.912232 loss_bbox: 0.395813 loss_dfl: 0.402764 loss: 1.705902 eta: 1 day, 0:10:02 batch_cost: 0.9763 data_cost: 0.0004 ips: 49.1652 images/s [03/13 08:51:22] ppdet.engine INFO: Epoch: [154] [300/610] learning_rate: 0.114657 loss_vfl: 0.920551 loss_bbox: 0.404479 loss_dfl: 0.411151 loss: 1.729806 eta: 1 day, 0:09:42 batch_cost: 0.9592 data_cost: 0.0004 ips: 50.0405 images/s [03/13 08:51:42] ppdet.engine INFO: Epoch: [154] [320/610] learning_rate: 0.114616 loss_vfl: 0.851358 loss_bbox: 0.374780 loss_dfl: 0.384490 loss: 1.612424 eta: 1 day, 0:09:21 batch_cost: 0.9080 data_cost: 0.0006 ips: 52.8642 images/s [03/13 08:52:03] ppdet.engine INFO: Epoch: [154] [340/610] learning_rate: 0.114575 loss_vfl: 0.889111 loss_bbox: 0.392564 loss_dfl: 0.401757 loss: 1.690238 eta: 1 day, 0:09:00 batch_cost: 0.9309 data_cost: 0.0004 ips: 51.5652 images/s [03/13 08:52:25] ppdet.engine INFO: Epoch: [154] [360/610] learning_rate: 0.114534 loss_vfl: 0.900235 loss_bbox: 0.404261 loss_dfl: 0.399206 loss: 1.708986 eta: 1 day, 0:08:41 batch_cost: 0.9767 data_cost: 0.0009 ips: 49.1429 images/s [03/13 08:52:47] ppdet.engine INFO: Epoch: [154] [380/610] learning_rate: 0.114493 loss_vfl: 0.922595 loss_bbox: 0.401735 loss_dfl: 0.418441 loss: 1.751791 eta: 1 day, 0:08:21 batch_cost: 0.9945 data_cost: 0.0005 ips: 48.2635 images/s [03/13 08:53:08] ppdet.engine INFO: Epoch: [154] [400/610] learning_rate: 0.114451 loss_vfl: 0.869615 loss_bbox: 0.377268 loss_dfl: 0.379889 loss: 1.642963 eta: 1 day, 0:08:01 batch_cost: 0.9326 data_cost: 0.0005 ips: 51.4715 images/s [03/13 08:53:30] ppdet.engine INFO: Epoch: [154] [420/610] learning_rate: 0.114410 loss_vfl: 0.873652 loss_bbox: 0.393168 loss_dfl: 0.394933 loss: 1.671708 eta: 1 day, 0:07:41 batch_cost: 0.9799 data_cost: 0.0004 ips: 48.9841 images/s [03/13 08:53:52] ppdet.engine INFO: Epoch: [154] [440/610] learning_rate: 0.114369 loss_vfl: 0.918296 loss_bbox: 0.384294 loss_dfl: 0.391452 loss: 1.719988 eta: 1 day, 0:07:21 batch_cost: 0.9262 data_cost: 0.0004 ips: 51.8256 images/s [03/13 08:54:14] ppdet.engine INFO: Epoch: [154] [460/610] learning_rate: 0.114328 loss_vfl: 0.863527 loss_bbox: 0.386104 loss_dfl: 0.400132 loss: 1.664127 eta: 1 day, 0:07:00 batch_cost: 0.9462 data_cost: 0.0004 ips: 50.7267 images/s [03/13 08:54:34] ppdet.engine INFO: Epoch: [154] [480/610] learning_rate: 0.114286 loss_vfl: 0.925108 loss_bbox: 0.411766 loss_dfl: 0.420086 loss: 1.754766 eta: 1 day, 0:06:39 batch_cost: 0.9094 data_cost: 0.0004 ips: 52.7829 images/s [03/13 08:54:57] ppdet.engine INFO: Epoch: [154] [500/610] learning_rate: 0.114245 loss_vfl: 0.944063 loss_bbox: 0.423030 loss_dfl: 0.419894 loss: 1.792079 eta: 1 day, 0:06:20 batch_cost: 1.0060 data_cost: 0.0004 ips: 47.7141 images/s [03/13 08:55:19] ppdet.engine INFO: Epoch: [154] [520/610] learning_rate: 0.114204 loss_vfl: 0.859064 loss_bbox: 0.376460 loss_dfl: 0.393037 loss: 1.625786 eta: 1 day, 0:06:00 batch_cost: 0.9464 data_cost: 0.0004 ips: 50.7206 images/s [03/13 08:55:39] ppdet.engine INFO: Epoch: [154] [540/610] learning_rate: 0.114163 loss_vfl: 0.871255 loss_bbox: 0.381843 loss_dfl: 0.376396 loss: 1.620487 eta: 1 day, 0:05:39 batch_cost: 0.9054 data_cost: 0.0004 ips: 53.0171 images/s [03/13 08:56:03] ppdet.engine INFO: Epoch: [154] [560/610] learning_rate: 0.114122 loss_vfl: 0.912674 loss_bbox: 0.396490 loss_dfl: 0.396485 loss: 1.694983 eta: 1 day, 0:05:20 batch_cost: 0.9823 data_cost: 0.0009 ips: 48.8646 images/s [03/13 08:56:25] ppdet.engine INFO: Epoch: [154] [580/610] learning_rate: 0.114080 loss_vfl: 0.932077 loss_bbox: 0.408092 loss_dfl: 0.420529 loss: 1.800534 eta: 1 day, 0:04:59 batch_cost: 0.9487 data_cost: 0.0005 ips: 50.5941 images/s [03/13 08:56:46] ppdet.engine INFO: Epoch: [154] [600/610] learning_rate: 0.114039 loss_vfl: 0.940391 loss_bbox: 0.410417 loss_dfl: 0.413108 loss: 1.755672 eta: 1 day, 0:04:39 batch_cost: 0.9654 data_cost: 0.0006 ips: 49.7197 images/s [03/13 08:57:04] ppdet.engine INFO: Epoch: [155] [ 0/610] learning_rate: 0.114018 loss_vfl: 0.947236 loss_bbox: 0.418448 loss_dfl: 0.419890 loss: 1.771107 eta: 1 day, 0:04:33 batch_cost: 1.1576 data_cost: 0.3469 ips: 41.4663 images/s [03/13 08:57:32] ppdet.engine INFO: Epoch: [155] [ 20/610] learning_rate: 0.113977 loss_vfl: 0.896162 loss_bbox: 0.390100 loss_dfl: 0.380444 loss: 1.657886 eta: 1 day, 0:04:19 batch_cost: 1.2455 data_cost: 0.0005 ips: 38.5384 images/s [03/13 08:57:53] ppdet.engine INFO: Epoch: [155] [ 40/610] learning_rate: 0.113936 loss_vfl: 0.888546 loss_bbox: 0.382287 loss_dfl: 0.392176 loss: 1.654970 eta: 1 day, 0:03:58 batch_cost: 0.9355 data_cost: 0.0010 ips: 51.3079 images/s [03/13 08:58:15] ppdet.engine INFO: Epoch: [155] [ 60/610] learning_rate: 0.113895 loss_vfl: 0.872384 loss_bbox: 0.399708 loss_dfl: 0.389534 loss: 1.657369 eta: 1 day, 0:03:39 batch_cost: 0.9960 data_cost: 0.0004 ips: 48.1935 images/s [03/13 08:58:36] ppdet.engine INFO: Epoch: [155] [ 80/610] learning_rate: 0.113854 loss_vfl: 0.901633 loss_bbox: 0.377841 loss_dfl: 0.387005 loss: 1.675602 eta: 1 day, 0:03:18 batch_cost: 0.9285 data_cost: 0.0004 ips: 51.6952 images/s [03/13 08:58:59] ppdet.engine INFO: Epoch: [155] [100/610] learning_rate: 0.113812 loss_vfl: 0.888370 loss_bbox: 0.409251 loss_dfl: 0.395933 loss: 1.695715 eta: 1 day, 0:02:59 batch_cost: 1.0208 data_cost: 0.0004 ips: 47.0208 images/s [03/13 08:59:21] ppdet.engine INFO: Epoch: [155] [120/610] learning_rate: 0.113771 loss_vfl: 0.877042 loss_bbox: 0.391350 loss_dfl: 0.399235 loss: 1.677638 eta: 1 day, 0:02:40 batch_cost: 1.0141 data_cost: 0.0004 ips: 47.3335 images/s [03/13 08:59:43] ppdet.engine INFO: Epoch: [155] [140/610] learning_rate: 0.113730 loss_vfl: 0.858684 loss_bbox: 0.386680 loss_dfl: 0.391028 loss: 1.632312 eta: 1 day, 0:02:21 batch_cost: 0.9632 data_cost: 0.0004 ips: 49.8315 images/s [03/13 09:00:05] ppdet.engine INFO: Epoch: [155] [160/610] learning_rate: 0.113689 loss_vfl: 0.894728 loss_bbox: 0.395063 loss_dfl: 0.402817 loss: 1.694354 eta: 1 day, 0:02:00 batch_cost: 0.9429 data_cost: 0.0004 ips: 50.9076 images/s [03/13 09:00:26] ppdet.engine INFO: Epoch: [155] [180/610] learning_rate: 0.113648 loss_vfl: 0.901531 loss_bbox: 0.413856 loss_dfl: 0.412982 loss: 1.728872 eta: 1 day, 0:01:39 batch_cost: 0.8890 data_cost: 0.0004 ips: 53.9932 images/s [03/13 09:00:47] ppdet.engine INFO: Epoch: [155] [200/610] learning_rate: 0.113606 loss_vfl: 0.899957 loss_bbox: 0.401881 loss_dfl: 0.405127 loss: 1.699551 eta: 1 day, 0:01:19 batch_cost: 0.9457 data_cost: 0.0007 ips: 50.7556 images/s [03/13 09:01:08] ppdet.engine INFO: Epoch: [155] [220/610] learning_rate: 0.113565 loss_vfl: 0.859928 loss_bbox: 0.369841 loss_dfl: 0.376097 loss: 1.600837 eta: 1 day, 0:00:59 batch_cost: 0.9570 data_cost: 0.0040 ips: 50.1564 images/s [03/13 09:01:29] ppdet.engine INFO: Epoch: [155] [240/610] learning_rate: 0.113524 loss_vfl: 0.928321 loss_bbox: 0.393824 loss_dfl: 0.403926 loss: 1.746690 eta: 1 day, 0:00:38 batch_cost: 0.9222 data_cost: 0.0004 ips: 52.0494 images/s [03/13 09:01:51] ppdet.engine INFO: Epoch: [155] [260/610] learning_rate: 0.113483 loss_vfl: 0.897166 loss_bbox: 0.389947 loss_dfl: 0.393420 loss: 1.668294 eta: 1 day, 0:00:17 batch_cost: 0.8984 data_cost: 0.0004 ips: 53.4297 images/s [03/13 09:02:12] ppdet.engine INFO: Epoch: [155] [280/610] learning_rate: 0.113442 loss_vfl: 0.945617 loss_bbox: 0.420433 loss_dfl: 0.412398 loss: 1.794122 eta: 23:59:56 batch_cost: 0.9002 data_cost: 0.0004 ips: 53.3201 images/s [03/13 09:02:33] ppdet.engine INFO: Epoch: [155] [300/610] learning_rate: 0.113400 loss_vfl: 0.871295 loss_bbox: 0.384889 loss_dfl: 0.384284 loss: 1.638849 eta: 23:59:36 batch_cost: 0.9781 data_cost: 0.0004 ips: 49.0752 images/s [03/13 09:02:55] ppdet.engine INFO: Epoch: [155] [320/610] learning_rate: 0.113359 loss_vfl: 0.822427 loss_bbox: 0.359960 loss_dfl: 0.377811 loss: 1.561197 eta: 23:59:17 batch_cost: 0.9831 data_cost: 0.0007 ips: 48.8250 images/s [03/13 09:03:18] ppdet.engine INFO: Epoch: [155] [340/610] learning_rate: 0.113318 loss_vfl: 0.861941 loss_bbox: 0.370255 loss_dfl: 0.383995 loss: 1.658349 eta: 23:58:58 batch_cost: 1.0106 data_cost: 0.0004 ips: 47.4988 images/s [03/13 09:03:38] ppdet.engine INFO: Epoch: [155] [360/610] learning_rate: 0.113277 loss_vfl: 0.847599 loss_bbox: 0.369544 loss_dfl: 0.378908 loss: 1.579083 eta: 23:58:37 batch_cost: 0.9278 data_cost: 0.0004 ips: 51.7343 images/s [03/13 09:04:01] ppdet.engine INFO: Epoch: [155] [380/610] learning_rate: 0.113235 loss_vfl: 0.854791 loss_bbox: 0.373469 loss_dfl: 0.386386 loss: 1.627628 eta: 23:58:18 batch_cost: 0.9936 data_cost: 0.0004 ips: 48.3093 images/s [03/13 09:04:20] ppdet.engine INFO: Epoch: [155] [400/610] learning_rate: 0.113194 loss_vfl: 0.907326 loss_bbox: 0.386114 loss_dfl: 0.395840 loss: 1.677001 eta: 23:57:56 batch_cost: 0.8505 data_cost: 0.0005 ips: 56.4348 images/s [03/13 09:04:43] ppdet.engine INFO: Epoch: [155] [420/610] learning_rate: 0.113153 loss_vfl: 0.871597 loss_bbox: 0.395168 loss_dfl: 0.393637 loss: 1.666949 eta: 23:57:37 batch_cost: 1.0103 data_cost: 0.0005 ips: 47.5128 images/s [03/13 09:05:04] ppdet.engine INFO: Epoch: [155] [440/610] learning_rate: 0.113112 loss_vfl: 0.881292 loss_bbox: 0.398326 loss_dfl: 0.397589 loss: 1.663807 eta: 23:57:17 batch_cost: 0.9543 data_cost: 0.0004 ips: 50.2962 images/s [03/13 09:05:26] ppdet.engine INFO: Epoch: [155] [460/610] learning_rate: 0.113071 loss_vfl: 0.906777 loss_bbox: 0.401880 loss_dfl: 0.401830 loss: 1.716465 eta: 23:56:57 batch_cost: 0.9629 data_cost: 0.0007 ips: 49.8514 images/s [03/13 09:05:48] ppdet.engine INFO: Epoch: [155] [480/610] learning_rate: 0.113029 loss_vfl: 0.940575 loss_bbox: 0.406160 loss_dfl: 0.409837 loss: 1.740144 eta: 23:56:37 batch_cost: 0.9683 data_cost: 0.0004 ips: 49.5709 images/s [03/13 09:06:09] ppdet.engine INFO: Epoch: [155] [500/610] learning_rate: 0.112988 loss_vfl: 0.873958 loss_bbox: 0.381781 loss_dfl: 0.383202 loss: 1.634052 eta: 23:56:16 batch_cost: 0.9285 data_cost: 0.0004 ips: 51.6950 images/s [03/13 09:06:31] ppdet.engine INFO: Epoch: [155] [520/610] learning_rate: 0.112947 loss_vfl: 0.887345 loss_bbox: 0.366751 loss_dfl: 0.387175 loss: 1.639490 eta: 23:55:56 batch_cost: 0.9632 data_cost: 0.0004 ips: 49.8354 images/s [03/13 09:06:51] ppdet.engine INFO: Epoch: [155] [540/610] learning_rate: 0.112906 loss_vfl: 0.865548 loss_bbox: 0.380541 loss_dfl: 0.388517 loss: 1.632697 eta: 23:55:35 batch_cost: 0.8799 data_cost: 0.0004 ips: 54.5536 images/s [03/13 09:07:12] ppdet.engine INFO: Epoch: [155] [560/610] learning_rate: 0.112865 loss_vfl: 0.899429 loss_bbox: 0.399821 loss_dfl: 0.404687 loss: 1.690956 eta: 23:55:15 batch_cost: 0.9329 data_cost: 0.0004 ips: 51.4519 images/s [03/13 09:07:35] ppdet.engine INFO: Epoch: [155] [580/610] learning_rate: 0.112824 loss_vfl: 0.886880 loss_bbox: 0.412761 loss_dfl: 0.402684 loss: 1.703699 eta: 23:54:56 batch_cost: 1.0224 data_cost: 0.0004 ips: 46.9497 images/s [03/13 09:07:55] ppdet.engine INFO: Epoch: [155] [600/610] learning_rate: 0.112782 loss_vfl: 0.875116 loss_bbox: 0.374159 loss_dfl: 0.377638 loss: 1.630388 eta: 23:54:35 batch_cost: 0.9103 data_cost: 0.0005 ips: 52.7326 images/s [03/13 09:08:17] ppdet.engine INFO: Epoch: [156] [ 0/610] learning_rate: 0.112762 loss_vfl: 0.901567 loss_bbox: 0.374950 loss_dfl: 0.387036 loss: 1.663731 eta: 23:54:32 batch_cost: 1.2850 data_cost: 0.3330 ips: 37.3553 images/s [03/13 09:08:43] ppdet.engine INFO: Epoch: [156] [ 20/610] learning_rate: 0.112721 loss_vfl: 0.932172 loss_bbox: 0.409723 loss_dfl: 0.424337 loss: 1.782722 eta: 23:54:15 batch_cost: 1.1248 data_cost: 0.0008 ips: 42.6739 images/s [03/13 09:09:04] ppdet.engine INFO: Epoch: [156] [ 40/610] learning_rate: 0.112679 loss_vfl: 0.857144 loss_bbox: 0.377398 loss_dfl: 0.397060 loss: 1.655514 eta: 23:53:54 batch_cost: 0.9261 data_cost: 0.0087 ips: 51.8292 images/s [03/13 09:09:25] ppdet.engine INFO: Epoch: [156] [ 60/610] learning_rate: 0.112638 loss_vfl: 0.971372 loss_bbox: 0.451789 loss_dfl: 0.444490 loss: 1.867990 eta: 23:53:35 batch_cost: 0.9908 data_cost: 0.0004 ips: 48.4438 images/s [03/13 09:09:47] ppdet.engine INFO: Epoch: [156] [ 80/610] learning_rate: 0.112597 loss_vfl: 0.890253 loss_bbox: 0.414746 loss_dfl: 0.396733 loss: 1.686032 eta: 23:53:14 batch_cost: 0.9285 data_cost: 0.0004 ips: 51.6990 images/s [03/13 09:10:08] ppdet.engine INFO: Epoch: [156] [100/610] learning_rate: 0.112556 loss_vfl: 0.917359 loss_bbox: 0.398883 loss_dfl: 0.395048 loss: 1.710134 eta: 23:52:55 batch_cost: 1.0000 data_cost: 0.0004 ips: 48.0016 images/s [03/13 09:10:31] ppdet.engine INFO: Epoch: [156] [120/610] learning_rate: 0.112515 loss_vfl: 0.871570 loss_bbox: 0.383332 loss_dfl: 0.381708 loss: 1.627239 eta: 23:52:35 batch_cost: 0.9716 data_cost: 0.0004 ips: 49.4026 images/s [03/13 09:10:52] ppdet.engine INFO: Epoch: [156] [140/610] learning_rate: 0.112473 loss_vfl: 0.868372 loss_bbox: 0.385979 loss_dfl: 0.390980 loss: 1.640915 eta: 23:52:15 batch_cost: 0.9633 data_cost: 0.0004 ips: 49.8297 images/s [03/13 09:11:14] ppdet.engine INFO: Epoch: [156] [160/610] learning_rate: 0.112432 loss_vfl: 0.902741 loss_bbox: 0.404654 loss_dfl: 0.399229 loss: 1.703915 eta: 23:51:55 batch_cost: 0.9525 data_cost: 0.0005 ips: 50.3944 images/s [03/13 09:11:36] ppdet.engine INFO: Epoch: [156] [180/610] learning_rate: 0.112391 loss_vfl: 0.889332 loss_bbox: 0.377851 loss_dfl: 0.388849 loss: 1.668435 eta: 23:51:36 batch_cost: 0.9841 data_cost: 0.0004 ips: 48.7770 images/s [03/13 09:11:57] ppdet.engine INFO: Epoch: [156] [200/610] learning_rate: 0.112350 loss_vfl: 0.876773 loss_bbox: 0.390172 loss_dfl: 0.392698 loss: 1.664322 eta: 23:51:15 batch_cost: 0.8994 data_cost: 0.0004 ips: 53.3667 images/s [03/13 09:12:19] ppdet.engine INFO: Epoch: [156] [220/610] learning_rate: 0.112309 loss_vfl: 0.877247 loss_bbox: 0.393686 loss_dfl: 0.396466 loss: 1.672596 eta: 23:50:56 batch_cost: 1.0440 data_cost: 0.0010 ips: 45.9750 images/s [03/13 09:12:40] ppdet.engine INFO: Epoch: [156] [240/610] learning_rate: 0.112267 loss_vfl: 0.918760 loss_bbox: 0.402430 loss_dfl: 0.399083 loss: 1.678726 eta: 23:50:36 batch_cost: 0.9398 data_cost: 0.0004 ips: 51.0755 images/s [03/13 09:13:02] ppdet.engine INFO: Epoch: [156] [260/610] learning_rate: 0.112226 loss_vfl: 0.909208 loss_bbox: 0.400190 loss_dfl: 0.410768 loss: 1.731245 eta: 23:50:17 batch_cost: 0.9838 data_cost: 0.0004 ips: 48.7902 images/s [03/13 09:13:22] ppdet.engine INFO: Epoch: [156] [280/610] learning_rate: 0.112185 loss_vfl: 0.872035 loss_bbox: 0.388878 loss_dfl: 0.392422 loss: 1.672840 eta: 23:49:56 batch_cost: 0.9122 data_cost: 0.0004 ips: 52.6223 images/s [03/13 09:13:44] ppdet.engine INFO: Epoch: [156] [300/610] learning_rate: 0.112144 loss_vfl: 0.894707 loss_bbox: 0.393386 loss_dfl: 0.398536 loss: 1.684986 eta: 23:49:36 batch_cost: 1.0007 data_cost: 0.0004 ips: 47.9663 images/s [03/13 09:14:07] ppdet.engine INFO: Epoch: [156] [320/610] learning_rate: 0.112103 loss_vfl: 0.914643 loss_bbox: 0.408284 loss_dfl: 0.409711 loss: 1.742098 eta: 23:49:17 batch_cost: 0.9654 data_cost: 0.0004 ips: 49.7179 images/s [03/13 09:14:29] ppdet.engine INFO: Epoch: [156] [340/610] learning_rate: 0.112062 loss_vfl: 0.918043 loss_bbox: 0.420788 loss_dfl: 0.414899 loss: 1.756434 eta: 23:48:56 batch_cost: 0.9300 data_cost: 0.0010 ips: 51.6110 images/s [03/13 09:14:49] ppdet.engine INFO: Epoch: [156] [360/610] learning_rate: 0.112020 loss_vfl: 0.898978 loss_bbox: 0.394104 loss_dfl: 0.385207 loss: 1.668062 eta: 23:48:35 batch_cost: 0.9123 data_cost: 0.0004 ips: 52.6118 images/s [03/13 09:15:11] ppdet.engine INFO: Epoch: [156] [380/610] learning_rate: 0.111979 loss_vfl: 0.914116 loss_bbox: 0.377808 loss_dfl: 0.405836 loss: 1.714886 eta: 23:48:16 batch_cost: 0.9982 data_cost: 0.0004 ips: 48.0850 images/s [03/13 09:15:33] ppdet.engine INFO: Epoch: [156] [400/610] learning_rate: 0.111938 loss_vfl: 0.918925 loss_bbox: 0.407575 loss_dfl: 0.412832 loss: 1.749586 eta: 23:47:55 batch_cost: 0.9079 data_cost: 0.0008 ips: 52.8692 images/s [03/13 09:15:54] ppdet.engine INFO: Epoch: [156] [420/610] learning_rate: 0.111897 loss_vfl: 0.930593 loss_bbox: 0.419535 loss_dfl: 0.415173 loss: 1.758198 eta: 23:47:35 batch_cost: 0.9713 data_cost: 0.0004 ips: 49.4164 images/s [03/13 09:16:15] ppdet.engine INFO: Epoch: [156] [440/610] learning_rate: 0.111856 loss_vfl: 0.868950 loss_bbox: 0.379038 loss_dfl: 0.390521 loss: 1.630860 eta: 23:47:15 batch_cost: 0.9497 data_cost: 0.0004 ips: 50.5433 images/s [03/13 09:16:37] ppdet.engine INFO: Epoch: [156] [460/610] learning_rate: 0.111814 loss_vfl: 0.887763 loss_bbox: 0.400593 loss_dfl: 0.394983 loss: 1.667974 eta: 23:46:56 batch_cost: 1.0187 data_cost: 0.0004 ips: 47.1169 images/s [03/13 09:16:59] ppdet.engine INFO: Epoch: [156] [480/610] learning_rate: 0.111773 loss_vfl: 0.873091 loss_bbox: 0.379111 loss_dfl: 0.389166 loss: 1.636944 eta: 23:46:35 batch_cost: 0.9038 data_cost: 0.0004 ips: 53.1118 images/s [03/13 09:17:20] ppdet.engine INFO: Epoch: [156] [500/610] learning_rate: 0.111732 loss_vfl: 0.909305 loss_bbox: 0.412343 loss_dfl: 0.413893 loss: 1.758238 eta: 23:46:15 batch_cost: 0.9605 data_cost: 0.0004 ips: 49.9721 images/s [03/13 09:17:41] ppdet.engine INFO: Epoch: [156] [520/610] learning_rate: 0.111691 loss_vfl: 0.876773 loss_bbox: 0.399557 loss_dfl: 0.394077 loss: 1.684505 eta: 23:45:55 batch_cost: 0.9545 data_cost: 0.0005 ips: 50.2863 images/s [03/13 09:18:03] ppdet.engine INFO: Epoch: [156] [540/610] learning_rate: 0.111650 loss_vfl: 0.823548 loss_bbox: 0.366575 loss_dfl: 0.376898 loss: 1.545975 eta: 23:45:36 batch_cost: 0.9755 data_cost: 0.0004 ips: 49.2049 images/s [03/13 09:18:25] ppdet.engine INFO: Epoch: [156] [560/610] learning_rate: 0.111609 loss_vfl: 0.940459 loss_bbox: 0.440708 loss_dfl: 0.421732 loss: 1.801043 eta: 23:45:16 batch_cost: 0.9663 data_cost: 0.0004 ips: 49.6730 images/s [03/13 09:18:46] ppdet.engine INFO: Epoch: [156] [580/610] learning_rate: 0.111567 loss_vfl: 0.905906 loss_bbox: 0.398315 loss_dfl: 0.409774 loss: 1.720834 eta: 23:44:56 batch_cost: 0.9569 data_cost: 0.0004 ips: 50.1613 images/s [03/13 09:19:07] ppdet.engine INFO: Epoch: [156] [600/610] learning_rate: 0.111526 loss_vfl: 0.938998 loss_bbox: 0.404844 loss_dfl: 0.411646 loss: 1.767563 eta: 23:44:35 batch_cost: 0.9246 data_cost: 0.0005 ips: 51.9132 images/s [03/13 09:19:29] ppdet.engine INFO: Epoch: [157] [ 0/610] learning_rate: 0.111506 loss_vfl: 0.897856 loss_bbox: 0.392116 loss_dfl: 0.404483 loss: 1.694195 eta: 23:44:33 batch_cost: 1.3437 data_cost: 0.6159 ips: 35.7220 images/s [03/13 09:19:52] ppdet.engine INFO: Epoch: [157] [ 20/610] learning_rate: 0.111465 loss_vfl: 0.889871 loss_bbox: 0.383987 loss_dfl: 0.402224 loss: 1.672531 eta: 23:44:14 batch_cost: 1.0385 data_cost: 0.0004 ips: 46.2221 images/s [03/13 09:20:14] ppdet.engine INFO: Epoch: [157] [ 40/610] learning_rate: 0.111423 loss_vfl: 0.898418 loss_bbox: 0.398373 loss_dfl: 0.392582 loss: 1.685245 eta: 23:43:55 batch_cost: 1.0104 data_cost: 0.0005 ips: 47.5067 images/s [03/13 09:20:37] ppdet.engine INFO: Epoch: [157] [ 60/610] learning_rate: 0.111382 loss_vfl: 0.939812 loss_bbox: 0.419013 loss_dfl: 0.424336 loss: 1.790829 eta: 23:43:35 batch_cost: 0.9582 data_cost: 0.0010 ips: 50.0951 images/s [03/13 09:20:58] ppdet.engine INFO: Epoch: [157] [ 80/610] learning_rate: 0.111341 loss_vfl: 0.897765 loss_bbox: 0.396218 loss_dfl: 0.391969 loss: 1.683202 eta: 23:43:15 batch_cost: 0.9240 data_cost: 0.0004 ips: 51.9470 images/s [03/13 09:21:19] ppdet.engine INFO: Epoch: [157] [100/610] learning_rate: 0.111300 loss_vfl: 0.848327 loss_bbox: 0.370502 loss_dfl: 0.390509 loss: 1.626757 eta: 23:42:54 batch_cost: 0.9404 data_cost: 0.0004 ips: 51.0421 images/s [03/13 09:21:40] ppdet.engine INFO: Epoch: [157] [120/610] learning_rate: 0.111259 loss_vfl: 0.872467 loss_bbox: 0.383961 loss_dfl: 0.394812 loss: 1.628253 eta: 23:42:35 batch_cost: 0.9791 data_cost: 0.0004 ips: 49.0233 images/s [03/13 09:22:01] ppdet.engine INFO: Epoch: [157] [140/610] learning_rate: 0.111218 loss_vfl: 0.863226 loss_bbox: 0.388632 loss_dfl: 0.397722 loss: 1.648510 eta: 23:42:14 batch_cost: 0.9083 data_cost: 0.0004 ips: 52.8469 images/s [03/13 09:22:22] ppdet.engine INFO: Epoch: [157] [160/610] learning_rate: 0.111176 loss_vfl: 0.919681 loss_bbox: 0.394460 loss_dfl: 0.406988 loss: 1.722144 eta: 23:41:54 batch_cost: 0.9602 data_cost: 0.0004 ips: 49.9893 images/s [03/13 09:22:45] ppdet.engine INFO: Epoch: [157] [180/610] learning_rate: 0.111135 loss_vfl: 0.882184 loss_bbox: 0.371555 loss_dfl: 0.382798 loss: 1.640326 eta: 23:41:36 batch_cost: 1.0584 data_cost: 0.0013 ips: 45.3518 images/s [03/13 09:23:07] ppdet.engine INFO: Epoch: [157] [200/610] learning_rate: 0.111094 loss_vfl: 0.895086 loss_bbox: 0.386720 loss_dfl: 0.382309 loss: 1.670747 eta: 23:41:16 batch_cost: 0.9603 data_cost: 0.0007 ips: 49.9853 images/s [03/13 09:23:28] ppdet.engine INFO: Epoch: [157] [220/610] learning_rate: 0.111053 loss_vfl: 0.872455 loss_bbox: 0.412886 loss_dfl: 0.406680 loss: 1.723493 eta: 23:40:56 batch_cost: 0.9545 data_cost: 0.0004 ips: 50.2887 images/s [03/13 09:23:49] ppdet.engine INFO: Epoch: [157] [240/610] learning_rate: 0.111012 loss_vfl: 0.935868 loss_bbox: 0.429918 loss_dfl: 0.415618 loss: 1.779649 eta: 23:40:36 batch_cost: 0.9688 data_cost: 0.0004 ips: 49.5457 images/s [03/13 09:24:11] ppdet.engine INFO: Epoch: [157] [260/610] learning_rate: 0.110971 loss_vfl: 0.946420 loss_bbox: 0.408564 loss_dfl: 0.414665 loss: 1.774884 eta: 23:40:16 batch_cost: 0.9659 data_cost: 0.0004 ips: 49.6931 images/s [03/13 09:24:32] ppdet.engine INFO: Epoch: [157] [280/610] learning_rate: 0.110930 loss_vfl: 0.882996 loss_bbox: 0.380189 loss_dfl: 0.397313 loss: 1.655665 eta: 23:39:55 batch_cost: 0.9118 data_cost: 0.0004 ips: 52.6410 images/s [03/13 09:24:54] ppdet.engine INFO: Epoch: [157] [300/610] learning_rate: 0.110888 loss_vfl: 0.927542 loss_bbox: 0.402550 loss_dfl: 0.405014 loss: 1.687635 eta: 23:39:36 batch_cost: 0.9782 data_cost: 0.0004 ips: 49.0695 images/s [03/13 09:25:16] ppdet.engine INFO: Epoch: [157] [320/610] learning_rate: 0.110847 loss_vfl: 0.885891 loss_bbox: 0.389805 loss_dfl: 0.390260 loss: 1.659102 eta: 23:39:16 batch_cost: 0.9697 data_cost: 0.0005 ips: 49.5012 images/s [03/13 09:25:37] ppdet.engine INFO: Epoch: [157] [340/610] learning_rate: 0.110806 loss_vfl: 0.893425 loss_bbox: 0.413650 loss_dfl: 0.410304 loss: 1.711891 eta: 23:38:56 batch_cost: 0.9428 data_cost: 0.0016 ips: 50.9115 images/s [03/13 09:25:59] ppdet.engine INFO: Epoch: [157] [360/610] learning_rate: 0.110765 loss_vfl: 0.840304 loss_bbox: 0.375859 loss_dfl: 0.373836 loss: 1.574441 eta: 23:38:35 batch_cost: 0.9247 data_cost: 0.0004 ips: 51.9071 images/s [03/13 09:26:20] ppdet.engine INFO: Epoch: [157] [380/610] learning_rate: 0.110724 loss_vfl: 0.885931 loss_bbox: 0.397666 loss_dfl: 0.405471 loss: 1.707773 eta: 23:38:15 batch_cost: 0.9583 data_cost: 0.0004 ips: 50.0872 images/s [03/13 09:26:42] ppdet.engine INFO: Epoch: [157] [400/610] learning_rate: 0.110683 loss_vfl: 0.917290 loss_bbox: 0.397259 loss_dfl: 0.407989 loss: 1.735882 eta: 23:37:56 batch_cost: 0.9984 data_cost: 0.0004 ips: 48.0769 images/s [03/13 09:27:05] ppdet.engine INFO: Epoch: [157] [420/610] learning_rate: 0.110641 loss_vfl: 0.938617 loss_bbox: 0.426327 loss_dfl: 0.419163 loss: 1.808634 eta: 23:37:36 batch_cost: 0.9841 data_cost: 0.0004 ips: 48.7765 images/s [03/13 09:27:26] ppdet.engine INFO: Epoch: [157] [440/610] learning_rate: 0.110600 loss_vfl: 0.916201 loss_bbox: 0.399271 loss_dfl: 0.398195 loss: 1.707600 eta: 23:37:16 batch_cost: 0.9310 data_cost: 0.0011 ips: 51.5574 images/s [03/13 09:27:47] ppdet.engine INFO: Epoch: [157] [460/610] learning_rate: 0.110559 loss_vfl: 0.910270 loss_bbox: 0.407793 loss_dfl: 0.411014 loss: 1.746461 eta: 23:36:55 batch_cost: 0.9207 data_cost: 0.0004 ips: 52.1353 images/s [03/13 09:28:10] ppdet.engine INFO: Epoch: [157] [480/610] learning_rate: 0.110518 loss_vfl: 0.909473 loss_bbox: 0.394696 loss_dfl: 0.406107 loss: 1.707075 eta: 23:36:35 batch_cost: 0.9426 data_cost: 0.0004 ips: 50.9230 images/s [03/13 09:28:32] ppdet.engine INFO: Epoch: [157] [500/610] learning_rate: 0.110477 loss_vfl: 0.902650 loss_bbox: 0.400096 loss_dfl: 0.395932 loss: 1.697505 eta: 23:36:15 batch_cost: 0.9865 data_cost: 0.0004 ips: 48.6556 images/s [03/13 09:28:55] ppdet.engine INFO: Epoch: [157] [520/610] learning_rate: 0.110436 loss_vfl: 0.891264 loss_bbox: 0.383065 loss_dfl: 0.390532 loss: 1.682902 eta: 23:35:55 batch_cost: 0.9655 data_cost: 0.0004 ips: 49.7174 images/s [03/13 09:29:16] ppdet.engine INFO: Epoch: [157] [540/610] learning_rate: 0.110395 loss_vfl: 0.912438 loss_bbox: 0.409372 loss_dfl: 0.401199 loss: 1.707889 eta: 23:35:35 batch_cost: 0.9099 data_cost: 0.0004 ips: 52.7538 images/s [03/13 09:29:37] ppdet.engine INFO: Epoch: [157] [560/610] learning_rate: 0.110354 loss_vfl: 0.895828 loss_bbox: 0.397705 loss_dfl: 0.392878 loss: 1.663605 eta: 23:35:15 batch_cost: 0.9999 data_cost: 0.0004 ips: 48.0037 images/s [03/13 09:29:59] ppdet.engine INFO: Epoch: [157] [580/610] learning_rate: 0.110312 loss_vfl: 0.888202 loss_bbox: 0.387926 loss_dfl: 0.378322 loss: 1.633092 eta: 23:34:57 batch_cost: 1.0217 data_cost: 0.0006 ips: 46.9789 images/s [03/13 09:30:20] ppdet.engine INFO: Epoch: [157] [600/610] learning_rate: 0.110271 loss_vfl: 0.884857 loss_bbox: 0.372118 loss_dfl: 0.381133 loss: 1.648241 eta: 23:34:36 batch_cost: 0.9303 data_cost: 0.0006 ips: 51.5982 images/s [03/13 09:30:42] ppdet.engine INFO: Epoch: [158] [ 0/610] learning_rate: 0.110251 loss_vfl: 0.902265 loss_bbox: 0.410321 loss_dfl: 0.402666 loss: 1.706950 eta: 23:34:33 batch_cost: 1.3103 data_cost: 0.5773 ips: 36.6332 images/s [03/13 09:31:06] ppdet.engine INFO: Epoch: [158] [ 20/610] learning_rate: 0.110210 loss_vfl: 0.884170 loss_bbox: 0.394606 loss_dfl: 0.395454 loss: 1.676073 eta: 23:34:16 batch_cost: 1.1158 data_cost: 0.0004 ips: 43.0168 images/s [03/13 09:31:28] ppdet.engine INFO: Epoch: [158] [ 40/610] learning_rate: 0.110168 loss_vfl: 0.883134 loss_bbox: 0.401677 loss_dfl: 0.401862 loss: 1.675767 eta: 23:33:56 batch_cost: 0.9969 data_cost: 0.0004 ips: 48.1508 images/s [03/13 09:31:49] ppdet.engine INFO: Epoch: [158] [ 60/610] learning_rate: 0.110127 loss_vfl: 0.898983 loss_bbox: 0.379758 loss_dfl: 0.391192 loss: 1.679109 eta: 23:33:35 batch_cost: 0.8947 data_cost: 0.0004 ips: 53.6512 images/s [03/13 09:32:10] ppdet.engine INFO: Epoch: [158] [ 80/610] learning_rate: 0.110086 loss_vfl: 0.895223 loss_bbox: 0.406348 loss_dfl: 0.406744 loss: 1.713050 eta: 23:33:15 batch_cost: 0.9580 data_cost: 0.0004 ips: 50.1061 images/s [03/13 09:32:31] ppdet.engine INFO: Epoch: [158] [100/610] learning_rate: 0.110045 loss_vfl: 0.896428 loss_bbox: 0.386316 loss_dfl: 0.395901 loss: 1.675607 eta: 23:32:55 batch_cost: 0.9369 data_cost: 0.0004 ips: 51.2332 images/s [03/13 09:32:52] ppdet.engine INFO: Epoch: [158] [120/610] learning_rate: 0.110004 loss_vfl: 0.881197 loss_bbox: 0.375233 loss_dfl: 0.393770 loss: 1.664696 eta: 23:32:34 batch_cost: 0.8827 data_cost: 0.0006 ips: 54.3771 images/s [03/13 09:33:14] ppdet.engine INFO: Epoch: [158] [140/610] learning_rate: 0.109963 loss_vfl: 0.898726 loss_bbox: 0.401547 loss_dfl: 0.408684 loss: 1.701543 eta: 23:32:12 batch_cost: 0.8774 data_cost: 0.0004 ips: 54.7095 images/s [03/13 09:33:36] ppdet.engine INFO: Epoch: [158] [160/610] learning_rate: 0.109922 loss_vfl: 0.901390 loss_bbox: 0.403051 loss_dfl: 0.404245 loss: 1.707691 eta: 23:31:53 batch_cost: 0.9898 data_cost: 0.0004 ips: 48.4956 images/s [03/13 09:33:58] ppdet.engine INFO: Epoch: [158] [180/610] learning_rate: 0.109881 loss_vfl: 0.869907 loss_bbox: 0.389905 loss_dfl: 0.393208 loss: 1.648994 eta: 23:31:34 batch_cost: 1.0055 data_cost: 0.0004 ips: 47.7373 images/s [03/13 09:34:19] ppdet.engine INFO: Epoch: [158] [200/610] learning_rate: 0.109839 loss_vfl: 0.920644 loss_bbox: 0.419287 loss_dfl: 0.411463 loss: 1.743321 eta: 23:31:14 batch_cost: 0.9819 data_cost: 0.0004 ips: 48.8835 images/s [03/13 09:34:40] ppdet.engine INFO: Epoch: [158] [220/610] learning_rate: 0.109798 loss_vfl: 0.903414 loss_bbox: 0.406760 loss_dfl: 0.405235 loss: 1.729881 eta: 23:30:54 batch_cost: 0.9611 data_cost: 0.0023 ips: 49.9409 images/s [03/13 09:35:02] ppdet.engine INFO: Epoch: [158] [240/610] learning_rate: 0.109757 loss_vfl: 0.860218 loss_bbox: 0.381950 loss_dfl: 0.386323 loss: 1.597774 eta: 23:30:34 batch_cost: 0.9271 data_cost: 0.0008 ips: 51.7731 images/s [03/13 09:35:23] ppdet.engine INFO: Epoch: [158] [260/610] learning_rate: 0.109716 loss_vfl: 0.887557 loss_bbox: 0.419672 loss_dfl: 0.401437 loss: 1.716942 eta: 23:30:13 batch_cost: 0.9240 data_cost: 0.0010 ips: 51.9458 images/s [03/13 09:35:45] ppdet.engine INFO: Epoch: [158] [280/610] learning_rate: 0.109675 loss_vfl: 0.920782 loss_bbox: 0.406906 loss_dfl: 0.418239 loss: 1.750408 eta: 23:29:53 batch_cost: 0.9796 data_cost: 0.0004 ips: 49.0004 images/s [03/13 09:36:06] ppdet.engine INFO: Epoch: [158] [300/610] learning_rate: 0.109634 loss_vfl: 0.885916 loss_bbox: 0.395834 loss_dfl: 0.399525 loss: 1.670093 eta: 23:29:33 batch_cost: 0.9569 data_cost: 0.0004 ips: 50.1627 images/s [03/13 09:36:29] ppdet.engine INFO: Epoch: [158] [320/610] learning_rate: 0.109593 loss_vfl: 0.889674 loss_bbox: 0.394165 loss_dfl: 0.390545 loss: 1.652840 eta: 23:29:15 batch_cost: 1.0302 data_cost: 0.0004 ips: 46.5952 images/s [03/13 09:36:51] ppdet.engine INFO: Epoch: [158] [340/610] learning_rate: 0.109552 loss_vfl: 0.877734 loss_bbox: 0.371607 loss_dfl: 0.387067 loss: 1.652758 eta: 23:28:54 batch_cost: 0.9396 data_cost: 0.0004 ips: 51.0878 images/s [03/13 09:37:14] ppdet.engine INFO: Epoch: [158] [360/610] learning_rate: 0.109510 loss_vfl: 0.928426 loss_bbox: 0.417852 loss_dfl: 0.425094 loss: 1.773845 eta: 23:28:36 batch_cost: 1.0441 data_cost: 0.0005 ips: 45.9745 images/s [03/13 09:37:36] ppdet.engine INFO: Epoch: [158] [380/610] learning_rate: 0.109469 loss_vfl: 0.922550 loss_bbox: 0.416548 loss_dfl: 0.418041 loss: 1.768749 eta: 23:28:16 batch_cost: 0.9498 data_cost: 0.0004 ips: 50.5356 images/s [03/13 09:37:57] ppdet.engine INFO: Epoch: [158] [400/610] learning_rate: 0.109428 loss_vfl: 0.920562 loss_bbox: 0.402523 loss_dfl: 0.406597 loss: 1.745237 eta: 23:27:56 batch_cost: 0.9804 data_cost: 0.0004 ips: 48.9614 images/s [03/13 09:38:19] ppdet.engine INFO: Epoch: [158] [420/610] learning_rate: 0.109387 loss_vfl: 0.920390 loss_bbox: 0.421193 loss_dfl: 0.415400 loss: 1.766752 eta: 23:27:35 batch_cost: 0.8661 data_cost: 0.0004 ips: 55.4228 images/s [03/13 09:38:41] ppdet.engine INFO: Epoch: [158] [440/610] learning_rate: 0.109346 loss_vfl: 0.942936 loss_bbox: 0.397956 loss_dfl: 0.402736 loss: 1.734891 eta: 23:27:15 batch_cost: 0.9523 data_cost: 0.0004 ips: 50.4057 images/s [03/13 09:39:03] ppdet.engine INFO: Epoch: [158] [460/610] learning_rate: 0.109305 loss_vfl: 0.879175 loss_bbox: 0.376215 loss_dfl: 0.387452 loss: 1.634901 eta: 23:26:55 batch_cost: 1.0116 data_cost: 0.0004 ips: 47.4516 images/s [03/13 09:39:25] ppdet.engine INFO: Epoch: [158] [480/610] learning_rate: 0.109264 loss_vfl: 0.906463 loss_bbox: 0.402332 loss_dfl: 0.411754 loss: 1.742069 eta: 23:26:36 batch_cost: 0.9909 data_cost: 0.0010 ips: 48.4405 images/s [03/13 09:39:46] ppdet.engine INFO: Epoch: [158] [500/610] learning_rate: 0.109223 loss_vfl: 0.922269 loss_bbox: 0.388290 loss_dfl: 0.400104 loss: 1.686954 eta: 23:26:16 batch_cost: 0.9383 data_cost: 0.0014 ips: 51.1559 images/s [03/13 09:40:07] ppdet.engine INFO: Epoch: [158] [520/610] learning_rate: 0.109182 loss_vfl: 0.871536 loss_bbox: 0.382171 loss_dfl: 0.391106 loss: 1.638325 eta: 23:25:56 batch_cost: 0.9924 data_cost: 0.0004 ips: 48.3683 images/s [03/13 09:40:29] ppdet.engine INFO: Epoch: [158] [540/610] learning_rate: 0.109141 loss_vfl: 0.865001 loss_bbox: 0.369605 loss_dfl: 0.370829 loss: 1.610080 eta: 23:25:35 batch_cost: 0.8907 data_cost: 0.0004 ips: 53.8919 images/s [03/13 09:40:50] ppdet.engine INFO: Epoch: [158] [560/610] learning_rate: 0.109099 loss_vfl: 0.884503 loss_bbox: 0.385798 loss_dfl: 0.383597 loss: 1.660077 eta: 23:25:16 batch_cost: 0.9979 data_cost: 0.0004 ips: 48.0988 images/s [03/13 09:41:12] ppdet.engine INFO: Epoch: [158] [580/610] learning_rate: 0.109058 loss_vfl: 0.908280 loss_bbox: 0.414480 loss_dfl: 0.404815 loss: 1.723281 eta: 23:24:57 batch_cost: 0.9935 data_cost: 0.0004 ips: 48.3149 images/s [03/13 09:41:34] ppdet.engine INFO: Epoch: [158] [600/610] learning_rate: 0.109017 loss_vfl: 0.856065 loss_bbox: 0.391179 loss_dfl: 0.388612 loss: 1.614111 eta: 23:24:36 batch_cost: 0.9205 data_cost: 0.0011 ips: 52.1455 images/s [03/13 09:41:55] ppdet.engine INFO: Epoch: [159] [ 0/610] learning_rate: 0.108997 loss_vfl: 0.929198 loss_bbox: 0.410624 loss_dfl: 0.406835 loss: 1.730817 eta: 23:24:32 batch_cost: 1.2951 data_cost: 0.5127 ips: 37.0621 images/s [03/13 09:42:21] ppdet.engine INFO: Epoch: [159] [ 20/610] learning_rate: 0.108956 loss_vfl: 0.894896 loss_bbox: 0.399774 loss_dfl: 0.392091 loss: 1.672897 eta: 23:24:17 batch_cost: 1.2311 data_cost: 0.0004 ips: 38.9905 images/s [03/13 09:42:43] ppdet.engine INFO: Epoch: [159] [ 40/610] learning_rate: 0.108915 loss_vfl: 0.834139 loss_bbox: 0.359019 loss_dfl: 0.363942 loss: 1.560887 eta: 23:23:57 batch_cost: 0.9505 data_cost: 0.0004 ips: 50.4991 images/s [03/13 09:43:05] ppdet.engine INFO: Epoch: [159] [ 60/610] learning_rate: 0.108873 loss_vfl: 0.875103 loss_bbox: 0.385729 loss_dfl: 0.385943 loss: 1.663814 eta: 23:23:38 batch_cost: 1.0430 data_cost: 0.0004 ips: 46.0193 images/s [03/13 09:43:28] ppdet.engine INFO: Epoch: [159] [ 80/610] learning_rate: 0.108832 loss_vfl: 0.889113 loss_bbox: 0.394720 loss_dfl: 0.398146 loss: 1.675961 eta: 23:23:19 batch_cost: 0.9841 data_cost: 0.0004 ips: 48.7767 images/s [03/13 09:43:50] ppdet.engine INFO: Epoch: [159] [100/610] learning_rate: 0.108791 loss_vfl: 0.886779 loss_bbox: 0.398651 loss_dfl: 0.404520 loss: 1.699084 eta: 23:22:59 batch_cost: 0.9915 data_cost: 0.0004 ips: 48.4109 images/s [03/13 09:44:11] ppdet.engine INFO: Epoch: [159] [120/610] learning_rate: 0.108750 loss_vfl: 0.897050 loss_bbox: 0.411131 loss_dfl: 0.409757 loss: 1.701582 eta: 23:22:40 batch_cost: 0.9795 data_cost: 0.0004 ips: 49.0050 images/s [03/13 09:44:33] ppdet.engine INFO: Epoch: [159] [140/610] learning_rate: 0.108709 loss_vfl: 0.842000 loss_bbox: 0.368371 loss_dfl: 0.379576 loss: 1.596963 eta: 23:22:20 batch_cost: 0.9391 data_cost: 0.0004 ips: 51.1141 images/s [03/13 09:44:54] ppdet.engine INFO: Epoch: [159] [160/610] learning_rate: 0.108668 loss_vfl: 0.926418 loss_bbox: 0.408031 loss_dfl: 0.408455 loss: 1.729538 eta: 23:21:59 batch_cost: 0.9058 data_cost: 0.0004 ips: 52.9941 images/s [03/13 09:45:17] ppdet.engine INFO: Epoch: [159] [180/610] learning_rate: 0.108627 loss_vfl: 0.894972 loss_bbox: 0.393949 loss_dfl: 0.401918 loss: 1.663593 eta: 23:21:39 batch_cost: 0.9982 data_cost: 0.0005 ips: 48.0877 images/s [03/13 09:45:37] ppdet.engine INFO: Epoch: [159] [200/610] learning_rate: 0.108586 loss_vfl: 0.888023 loss_bbox: 0.400507 loss_dfl: 0.398870 loss: 1.687687 eta: 23:21:20 batch_cost: 0.9690 data_cost: 0.0004 ips: 49.5365 images/s [03/13 09:46:02] ppdet.engine INFO: Epoch: [159] [220/610] learning_rate: 0.108545 loss_vfl: 0.896589 loss_bbox: 0.395964 loss_dfl: 0.405447 loss: 1.700345 eta: 23:21:01 batch_cost: 1.0168 data_cost: 0.0004 ips: 47.2050 images/s [03/13 09:46:24] ppdet.engine INFO: Epoch: [159] [240/610] learning_rate: 0.108504 loss_vfl: 0.914659 loss_bbox: 0.388411 loss_dfl: 0.408474 loss: 1.723217 eta: 23:20:42 batch_cost: 1.0142 data_cost: 0.0004 ips: 47.3290 images/s [03/13 09:46:45] ppdet.engine INFO: Epoch: [159] [260/610] learning_rate: 0.108463 loss_vfl: 0.937910 loss_bbox: 0.405084 loss_dfl: 0.419970 loss: 1.743032 eta: 23:20:22 batch_cost: 0.9551 data_cost: 0.0004 ips: 50.2586 images/s [03/13 09:47:07] ppdet.engine INFO: Epoch: [159] [280/610] learning_rate: 0.108421 loss_vfl: 0.849169 loss_bbox: 0.388083 loss_dfl: 0.393970 loss: 1.629295 eta: 23:20:02 batch_cost: 0.9901 data_cost: 0.0004 ips: 48.4821 images/s [03/13 09:47:30] ppdet.engine INFO: Epoch: [159] [300/610] learning_rate: 0.108380 loss_vfl: 0.889718 loss_bbox: 0.401649 loss_dfl: 0.404504 loss: 1.671817 eta: 23:19:43 batch_cost: 1.0073 data_cost: 0.0004 ips: 47.6541 images/s [03/13 09:47:50] ppdet.engine INFO: Epoch: [159] [320/610] learning_rate: 0.108339 loss_vfl: 0.942002 loss_bbox: 0.417550 loss_dfl: 0.426243 loss: 1.759104 eta: 23:19:22 batch_cost: 0.8675 data_cost: 0.0004 ips: 55.3344 images/s [03/13 09:48:11] ppdet.engine INFO: Epoch: [159] [340/610] learning_rate: 0.108298 loss_vfl: 0.863413 loss_bbox: 0.402072 loss_dfl: 0.413791 loss: 1.676439 eta: 23:19:01 batch_cost: 0.9203 data_cost: 0.0004 ips: 52.1584 images/s [03/13 09:48:33] ppdet.engine INFO: Epoch: [159] [360/610] learning_rate: 0.108257 loss_vfl: 0.874125 loss_bbox: 0.382341 loss_dfl: 0.403208 loss: 1.666982 eta: 23:18:40 batch_cost: 0.9058 data_cost: 0.0006 ips: 52.9946 images/s [03/13 09:48:54] ppdet.engine INFO: Epoch: [159] [380/610] learning_rate: 0.108216 loss_vfl: 0.924105 loss_bbox: 0.400938 loss_dfl: 0.414053 loss: 1.730126 eta: 23:18:20 batch_cost: 0.9637 data_cost: 0.0004 ips: 49.8098 images/s [03/13 09:49:16] ppdet.engine INFO: Epoch: [159] [400/610] learning_rate: 0.108175 loss_vfl: 0.821052 loss_bbox: 0.362743 loss_dfl: 0.380923 loss: 1.568235 eta: 23:18:00 batch_cost: 0.9387 data_cost: 0.0004 ips: 51.1340 images/s [03/13 09:49:37] ppdet.engine INFO: Epoch: [159] [420/610] learning_rate: 0.108134 loss_vfl: 0.868546 loss_bbox: 0.385649 loss_dfl: 0.382914 loss: 1.629165 eta: 23:17:40 batch_cost: 0.9566 data_cost: 0.0004 ips: 50.1791 images/s [03/13 09:49:58] ppdet.engine INFO: Epoch: [159] [440/610] learning_rate: 0.108093 loss_vfl: 0.926337 loss_bbox: 0.420231 loss_dfl: 0.422388 loss: 1.735160 eta: 23:17:19 batch_cost: 0.9349 data_cost: 0.0004 ips: 51.3445 images/s [03/13 09:50:19] ppdet.engine INFO: Epoch: [159] [460/610] learning_rate: 0.108052 loss_vfl: 0.930635 loss_bbox: 0.392663 loss_dfl: 0.396981 loss: 1.714869 eta: 23:16:58 batch_cost: 0.9041 data_cost: 0.0004 ips: 53.0938 images/s [03/13 09:50:42] ppdet.engine INFO: Epoch: [159] [480/610] learning_rate: 0.108011 loss_vfl: 0.919589 loss_bbox: 0.413670 loss_dfl: 0.416482 loss: 1.723255 eta: 23:16:40 batch_cost: 1.0571 data_cost: 0.0004 ips: 45.4053 images/s [03/13 09:51:04] ppdet.engine INFO: Epoch: [159] [500/610] learning_rate: 0.107970 loss_vfl: 0.918051 loss_bbox: 0.389872 loss_dfl: 0.400692 loss: 1.690233 eta: 23:16:20 batch_cost: 0.9280 data_cost: 0.0004 ips: 51.7231 images/s [03/13 09:51:26] ppdet.engine INFO: Epoch: [159] [520/610] learning_rate: 0.107929 loss_vfl: 0.883784 loss_bbox: 0.389466 loss_dfl: 0.396566 loss: 1.676276 eta: 23:15:59 batch_cost: 0.9245 data_cost: 0.0004 ips: 51.9182 images/s [03/13 09:51:48] ppdet.engine INFO: Epoch: [159] [540/610] learning_rate: 0.107888 loss_vfl: 0.882736 loss_bbox: 0.392404 loss_dfl: 0.407987 loss: 1.684728 eta: 23:15:39 batch_cost: 0.9728 data_cost: 0.0004 ips: 49.3419 images/s [03/13 09:52:10] ppdet.engine INFO: Epoch: [159] [560/610] learning_rate: 0.107847 loss_vfl: 0.893190 loss_bbox: 0.406883 loss_dfl: 0.399612 loss: 1.699170 eta: 23:15:19 batch_cost: 0.9580 data_cost: 0.0004 ips: 50.1070 images/s [03/13 09:52:32] ppdet.engine INFO: Epoch: [159] [580/610] learning_rate: 0.107806 loss_vfl: 0.880824 loss_bbox: 0.383561 loss_dfl: 0.388615 loss: 1.637941 eta: 23:15:00 batch_cost: 1.0038 data_cost: 0.0005 ips: 47.8200 images/s [03/13 09:52:53] ppdet.engine INFO: Epoch: [159] [600/610] learning_rate: 0.107764 loss_vfl: 0.892816 loss_bbox: 0.384951 loss_dfl: 0.388266 loss: 1.665219 eta: 23:14:39 batch_cost: 0.8786 data_cost: 0.0005 ips: 54.6300 images/s [03/13 09:53:01] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 09:53:02] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 09:53:02] ppdet.engine INFO: Eval iter: 0 [03/13 09:53:23] ppdet.engine INFO: Eval iter: 100 [03/13 09:53:32] ppdet.engine INFO: Eval iter: 200 [03/13 09:53:40] ppdet.engine INFO: Eval iter: 300 [03/13 09:53:50] ppdet.engine INFO: Eval iter: 400 [03/13 09:53:59] ppdet.engine INFO: Eval iter: 500 [03/13 09:54:07] ppdet.engine INFO: Eval iter: 600 [03/13 09:54:21] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.01s) creating index... index created! [03/13 09:54:22] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.22s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=62.35s). Accumulating evaluation results... DONE (t=12.35s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.368 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.526 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.393 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.149 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.402 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.585 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.310 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.493 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.243 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771 [03/13 09:55:44] ppdet.engine INFO: Total sample number: 4952, averge FPS: 71.8299969607583 [03/13 09:55:44] ppdet.engine INFO: Best test bbox ap is 0.368. [03/13 09:55:44] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 09:55:44] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 09:55:45] ppdet.engine INFO: Epoch: [160] [ 0/610] learning_rate: 0.107744 loss_vfl: 0.880717 loss_bbox: 0.388320 loss_dfl: 0.385327 loss: 1.678675 eta: 23:14:24 batch_cost: 0.6169 data_cost: 0.0004 ips: 77.8062 images/s [03/13 09:56:07] ppdet.engine INFO: Epoch: [160] [ 20/610] learning_rate: 0.107703 loss_vfl: 0.880917 loss_bbox: 0.371981 loss_dfl: 0.386214 loss: 1.639826 eta: 23:14:04 batch_cost: 0.9710 data_cost: 0.0005 ips: 49.4338 images/s [03/13 09:56:28] ppdet.engine INFO: Epoch: [160] [ 40/610] learning_rate: 0.107662 loss_vfl: 0.858504 loss_bbox: 0.409322 loss_dfl: 0.398158 loss: 1.678023 eta: 23:13:45 batch_cost: 1.0004 data_cost: 0.0004 ips: 47.9818 images/s [03/13 09:56:51] ppdet.engine INFO: Epoch: [160] [ 60/610] learning_rate: 0.107621 loss_vfl: 0.895136 loss_bbox: 0.399126 loss_dfl: 0.406966 loss: 1.694421 eta: 23:13:26 batch_cost: 1.0158 data_cost: 0.0005 ips: 47.2538 images/s [03/13 09:57:13] ppdet.engine INFO: Epoch: [160] [ 80/610] learning_rate: 0.107580 loss_vfl: 0.887457 loss_bbox: 0.406169 loss_dfl: 0.390565 loss: 1.689055 eta: 23:13:06 batch_cost: 0.9519 data_cost: 0.0004 ips: 50.4266 images/s [03/13 09:57:33] ppdet.engine INFO: Epoch: [160] [100/610] learning_rate: 0.107539 loss_vfl: 0.828644 loss_bbox: 0.368003 loss_dfl: 0.374288 loss: 1.562431 eta: 23:12:46 batch_cost: 0.9158 data_cost: 0.0015 ips: 52.4144 images/s [03/13 09:57:56] ppdet.engine INFO: Epoch: [160] [120/610] learning_rate: 0.107498 loss_vfl: 0.846839 loss_bbox: 0.373680 loss_dfl: 0.383622 loss: 1.604141 eta: 23:12:26 batch_cost: 0.9678 data_cost: 0.0004 ips: 49.5951 images/s [03/13 09:58:18] ppdet.engine INFO: Epoch: [160] [140/610] learning_rate: 0.107457 loss_vfl: 0.890181 loss_bbox: 0.389246 loss_dfl: 0.392619 loss: 1.646105 eta: 23:12:07 batch_cost: 1.0139 data_cost: 0.0004 ips: 47.3421 images/s [03/13 09:58:39] ppdet.engine INFO: Epoch: [160] [160/610] learning_rate: 0.107416 loss_vfl: 0.874945 loss_bbox: 0.385113 loss_dfl: 0.391386 loss: 1.670423 eta: 23:11:46 batch_cost: 0.9370 data_cost: 0.0004 ips: 51.2275 images/s [03/13 09:59:00] ppdet.engine INFO: Epoch: [160] [180/610] learning_rate: 0.107375 loss_vfl: 0.848915 loss_bbox: 0.403504 loss_dfl: 0.386540 loss: 1.634674 eta: 23:11:26 batch_cost: 0.9579 data_cost: 0.0004 ips: 50.1110 images/s [03/13 09:59:23] ppdet.engine INFO: Epoch: [160] [200/610] learning_rate: 0.107333 loss_vfl: 0.867379 loss_bbox: 0.394615 loss_dfl: 0.387437 loss: 1.657877 eta: 23:11:07 batch_cost: 0.9788 data_cost: 0.0004 ips: 49.0411 images/s [03/13 09:59:44] ppdet.engine INFO: Epoch: [160] [220/610] learning_rate: 0.107292 loss_vfl: 0.882243 loss_bbox: 0.410525 loss_dfl: 0.407076 loss: 1.700160 eta: 23:10:46 batch_cost: 0.8971 data_cost: 0.0004 ips: 53.5065 images/s [03/13 10:00:06] ppdet.engine INFO: Epoch: [160] [240/610] learning_rate: 0.107251 loss_vfl: 0.956876 loss_bbox: 0.440468 loss_dfl: 0.433535 loss: 1.837013 eta: 23:10:25 batch_cost: 0.9409 data_cost: 0.0004 ips: 51.0149 images/s [03/13 10:00:27] ppdet.engine INFO: Epoch: [160] [260/610] learning_rate: 0.107210 loss_vfl: 0.935913 loss_bbox: 0.418944 loss_dfl: 0.420892 loss: 1.805902 eta: 23:10:05 batch_cost: 0.9503 data_cost: 0.0007 ips: 50.5121 images/s [03/13 10:00:49] ppdet.engine INFO: Epoch: [160] [280/610] learning_rate: 0.107169 loss_vfl: 0.909818 loss_bbox: 0.422339 loss_dfl: 0.421233 loss: 1.785295 eta: 23:09:44 batch_cost: 0.9021 data_cost: 0.0004 ips: 53.2094 images/s [03/13 10:01:12] ppdet.engine INFO: Epoch: [160] [300/610] learning_rate: 0.107128 loss_vfl: 0.894407 loss_bbox: 0.399147 loss_dfl: 0.396776 loss: 1.689378 eta: 23:09:25 batch_cost: 0.9803 data_cost: 0.0004 ips: 48.9646 images/s [03/13 10:01:33] ppdet.engine INFO: Epoch: [160] [320/610] learning_rate: 0.107087 loss_vfl: 0.883154 loss_bbox: 0.384330 loss_dfl: 0.384323 loss: 1.629000 eta: 23:09:05 batch_cost: 0.9495 data_cost: 0.0004 ips: 50.5530 images/s [03/13 10:01:55] ppdet.engine INFO: Epoch: [160] [340/610] learning_rate: 0.107046 loss_vfl: 0.838168 loss_bbox: 0.372619 loss_dfl: 0.383905 loss: 1.606718 eta: 23:08:44 batch_cost: 0.9254 data_cost: 0.0004 ips: 51.8675 images/s [03/13 10:02:16] ppdet.engine INFO: Epoch: [160] [360/610] learning_rate: 0.107005 loss_vfl: 0.919271 loss_bbox: 0.399609 loss_dfl: 0.409718 loss: 1.720544 eta: 23:08:24 batch_cost: 0.9581 data_cost: 0.0004 ips: 50.1008 images/s [03/13 10:02:37] ppdet.engine INFO: Epoch: [160] [380/610] learning_rate: 0.106964 loss_vfl: 0.920076 loss_bbox: 0.398292 loss_dfl: 0.399893 loss: 1.722788 eta: 23:08:04 batch_cost: 0.9601 data_cost: 0.0004 ips: 49.9930 images/s [03/13 10:02:59] ppdet.engine INFO: Epoch: [160] [400/610] learning_rate: 0.106923 loss_vfl: 0.866713 loss_bbox: 0.365651 loss_dfl: 0.370827 loss: 1.598578 eta: 23:07:43 batch_cost: 0.8956 data_cost: 0.0004 ips: 53.5976 images/s [03/13 10:03:19] ppdet.engine INFO: Epoch: [160] [420/610] learning_rate: 0.106882 loss_vfl: 0.907025 loss_bbox: 0.409229 loss_dfl: 0.418774 loss: 1.723765 eta: 23:07:23 batch_cost: 0.9478 data_cost: 0.0005 ips: 50.6414 images/s [03/13 10:03:41] ppdet.engine INFO: Epoch: [160] [440/610] learning_rate: 0.106841 loss_vfl: 0.928817 loss_bbox: 0.401278 loss_dfl: 0.413774 loss: 1.720655 eta: 23:07:03 batch_cost: 0.9437 data_cost: 0.0004 ips: 50.8653 images/s [03/13 10:04:02] ppdet.engine INFO: Epoch: [160] [460/610] learning_rate: 0.106800 loss_vfl: 0.860724 loss_bbox: 0.361286 loss_dfl: 0.391695 loss: 1.628086 eta: 23:06:43 batch_cost: 0.9359 data_cost: 0.0004 ips: 51.2889 images/s [03/13 10:04:25] ppdet.engine INFO: Epoch: [160] [480/610] learning_rate: 0.106759 loss_vfl: 0.939297 loss_bbox: 0.411133 loss_dfl: 0.411750 loss: 1.747695 eta: 23:06:24 batch_cost: 1.0531 data_cost: 0.0007 ips: 45.5781 images/s [03/13 10:04:47] ppdet.engine INFO: Epoch: [160] [500/610] learning_rate: 0.106718 loss_vfl: 0.887331 loss_bbox: 0.366668 loss_dfl: 0.393259 loss: 1.642543 eta: 23:06:03 batch_cost: 0.8995 data_cost: 0.0006 ips: 53.3605 images/s [03/13 10:05:08] ppdet.engine INFO: Epoch: [160] [520/610] learning_rate: 0.106677 loss_vfl: 0.944845 loss_bbox: 0.420850 loss_dfl: 0.427845 loss: 1.838872 eta: 23:05:44 batch_cost: 0.9820 data_cost: 0.0015 ips: 48.8822 images/s [03/13 10:05:31] ppdet.engine INFO: Epoch: [160] [540/610] learning_rate: 0.106636 loss_vfl: 0.944801 loss_bbox: 0.405909 loss_dfl: 0.408450 loss: 1.765626 eta: 23:05:26 batch_cost: 1.0952 data_cost: 0.0004 ips: 43.8282 images/s [03/13 10:05:53] ppdet.engine INFO: Epoch: [160] [560/610] learning_rate: 0.106595 loss_vfl: 0.873741 loss_bbox: 0.369745 loss_dfl: 0.384685 loss: 1.616726 eta: 23:05:06 batch_cost: 0.9512 data_cost: 0.0004 ips: 50.4635 images/s [03/13 10:06:16] ppdet.engine INFO: Epoch: [160] [580/610] learning_rate: 0.106554 loss_vfl: 0.854590 loss_bbox: 0.354824 loss_dfl: 0.379280 loss: 1.581210 eta: 23:04:47 batch_cost: 1.0140 data_cost: 0.0004 ips: 47.3385 images/s [03/13 10:06:36] ppdet.engine INFO: Epoch: [160] [600/610] learning_rate: 0.106513 loss_vfl: 0.833443 loss_bbox: 0.361078 loss_dfl: 0.379285 loss: 1.587044 eta: 23:04:27 batch_cost: 0.9309 data_cost: 0.0011 ips: 51.5624 images/s [03/13 10:06:59] ppdet.engine INFO: Epoch: [161] [ 0/610] learning_rate: 0.106492 loss_vfl: 0.831919 loss_bbox: 0.367330 loss_dfl: 0.380518 loss: 1.566215 eta: 23:04:23 batch_cost: 1.3223 data_cost: 0.4624 ips: 36.2992 images/s [03/13 10:07:23] ppdet.engine INFO: Epoch: [161] [ 20/610] learning_rate: 0.106451 loss_vfl: 0.877624 loss_bbox: 0.382115 loss_dfl: 0.386412 loss: 1.657146 eta: 23:04:06 batch_cost: 1.0907 data_cost: 0.0022 ips: 44.0084 images/s [03/13 10:07:47] ppdet.engine INFO: Epoch: [161] [ 40/610] learning_rate: 0.106410 loss_vfl: 0.872090 loss_bbox: 0.375378 loss_dfl: 0.384480 loss: 1.627733 eta: 23:03:47 batch_cost: 1.0347 data_cost: 0.0004 ips: 46.3900 images/s [03/13 10:08:08] ppdet.engine INFO: Epoch: [161] [ 60/610] learning_rate: 0.106369 loss_vfl: 0.837990 loss_bbox: 0.348210 loss_dfl: 0.364644 loss: 1.538989 eta: 23:03:28 batch_cost: 1.0029 data_cost: 0.0004 ips: 47.8595 images/s [03/13 10:08:29] ppdet.engine INFO: Epoch: [161] [ 80/610] learning_rate: 0.106328 loss_vfl: 0.897300 loss_bbox: 0.386812 loss_dfl: 0.393137 loss: 1.668507 eta: 23:03:07 batch_cost: 0.9275 data_cost: 0.0004 ips: 51.7501 images/s [03/13 10:08:52] ppdet.engine INFO: Epoch: [161] [100/610] learning_rate: 0.106287 loss_vfl: 0.871937 loss_bbox: 0.387626 loss_dfl: 0.403573 loss: 1.696984 eta: 23:02:49 batch_cost: 1.0512 data_cost: 0.0005 ips: 45.6634 images/s [03/13 10:09:14] ppdet.engine INFO: Epoch: [161] [120/610] learning_rate: 0.106246 loss_vfl: 0.903964 loss_bbox: 0.410361 loss_dfl: 0.414716 loss: 1.752610 eta: 23:02:30 batch_cost: 0.9869 data_cost: 0.0004 ips: 48.6365 images/s [03/13 10:09:36] ppdet.engine INFO: Epoch: [161] [140/610] learning_rate: 0.106205 loss_vfl: 0.878453 loss_bbox: 0.408185 loss_dfl: 0.406213 loss: 1.703655 eta: 23:02:09 batch_cost: 0.9452 data_cost: 0.0010 ips: 50.7804 images/s [03/13 10:09:56] ppdet.engine INFO: Epoch: [161] [160/610] learning_rate: 0.106164 loss_vfl: 0.896745 loss_bbox: 0.386786 loss_dfl: 0.391436 loss: 1.668602 eta: 23:01:49 batch_cost: 0.9193 data_cost: 0.0005 ips: 52.2162 images/s [03/13 10:10:19] ppdet.engine INFO: Epoch: [161] [180/610] learning_rate: 0.106124 loss_vfl: 0.911684 loss_bbox: 0.405516 loss_dfl: 0.411056 loss: 1.720600 eta: 23:01:30 batch_cost: 1.0249 data_cost: 0.0004 ips: 46.8320 images/s [03/13 10:10:41] ppdet.engine INFO: Epoch: [161] [200/610] learning_rate: 0.106083 loss_vfl: 0.845963 loss_bbox: 0.387262 loss_dfl: 0.394098 loss: 1.609514 eta: 23:01:11 batch_cost: 1.0415 data_cost: 0.0004 ips: 46.0870 images/s [03/13 10:11:03] ppdet.engine INFO: Epoch: [161] [220/610] learning_rate: 0.106042 loss_vfl: 0.885514 loss_bbox: 0.392219 loss_dfl: 0.397085 loss: 1.675899 eta: 23:00:52 batch_cost: 0.9824 data_cost: 0.0004 ips: 48.8608 images/s [03/13 10:11:25] ppdet.engine INFO: Epoch: [161] [240/610] learning_rate: 0.106001 loss_vfl: 0.882210 loss_bbox: 0.394620 loss_dfl: 0.389173 loss: 1.659947 eta: 23:00:33 batch_cost: 1.0348 data_cost: 0.0004 ips: 46.3873 images/s [03/13 10:11:47] ppdet.engine INFO: Epoch: [161] [260/610] learning_rate: 0.105960 loss_vfl: 0.904136 loss_bbox: 0.373760 loss_dfl: 0.395165 loss: 1.677663 eta: 23:00:14 batch_cost: 0.9788 data_cost: 0.0005 ips: 49.0403 images/s [03/13 10:12:08] ppdet.engine INFO: Epoch: [161] [280/610] learning_rate: 0.105919 loss_vfl: 0.948395 loss_bbox: 0.417856 loss_dfl: 0.422747 loss: 1.800260 eta: 22:59:53 batch_cost: 0.9404 data_cost: 0.0004 ips: 51.0441 images/s [03/13 10:12:30] ppdet.engine INFO: Epoch: [161] [300/610] learning_rate: 0.105878 loss_vfl: 0.889110 loss_bbox: 0.397689 loss_dfl: 0.389960 loss: 1.660526 eta: 22:59:33 batch_cost: 0.9273 data_cost: 0.0007 ips: 51.7619 images/s [03/13 10:12:52] ppdet.engine INFO: Epoch: [161] [320/610] learning_rate: 0.105837 loss_vfl: 0.853129 loss_bbox: 0.379669 loss_dfl: 0.389598 loss: 1.601524 eta: 22:59:14 batch_cost: 1.0031 data_cost: 0.0004 ips: 47.8521 images/s [03/13 10:13:14] ppdet.engine INFO: Epoch: [161] [340/610] learning_rate: 0.105796 loss_vfl: 0.884610 loss_bbox: 0.360816 loss_dfl: 0.384035 loss: 1.652918 eta: 22:58:54 batch_cost: 0.9920 data_cost: 0.0004 ips: 48.3892 images/s [03/13 10:13:36] ppdet.engine INFO: Epoch: [161] [360/610] learning_rate: 0.105755 loss_vfl: 0.867198 loss_bbox: 0.378324 loss_dfl: 0.384274 loss: 1.651237 eta: 22:58:34 batch_cost: 0.9429 data_cost: 0.0004 ips: 50.9074 images/s [03/13 10:13:58] ppdet.engine INFO: Epoch: [161] [380/610] learning_rate: 0.105714 loss_vfl: 0.906873 loss_bbox: 0.397923 loss_dfl: 0.399209 loss: 1.705141 eta: 22:58:15 batch_cost: 0.9865 data_cost: 0.0011 ips: 48.6580 images/s [03/13 10:14:19] ppdet.engine INFO: Epoch: [161] [400/610] learning_rate: 0.105673 loss_vfl: 0.891804 loss_bbox: 0.402524 loss_dfl: 0.408152 loss: 1.708869 eta: 22:57:54 batch_cost: 0.9326 data_cost: 0.0004 ips: 51.4673 images/s [03/13 10:14:40] ppdet.engine INFO: Epoch: [161] [420/610] learning_rate: 0.105632 loss_vfl: 0.919958 loss_bbox: 0.410089 loss_dfl: 0.410133 loss: 1.715064 eta: 22:57:34 batch_cost: 0.9498 data_cost: 0.0010 ips: 50.5395 images/s [03/13 10:15:03] ppdet.engine INFO: Epoch: [161] [440/610] learning_rate: 0.105591 loss_vfl: 0.881765 loss_bbox: 0.394941 loss_dfl: 0.409592 loss: 1.677840 eta: 22:57:14 batch_cost: 0.9345 data_cost: 0.0004 ips: 51.3667 images/s [03/13 10:15:25] ppdet.engine INFO: Epoch: [161] [460/610] learning_rate: 0.105550 loss_vfl: 0.895757 loss_bbox: 0.397582 loss_dfl: 0.402069 loss: 1.701945 eta: 22:56:55 batch_cost: 1.0215 data_cost: 0.0004 ips: 46.9905 images/s [03/13 10:15:47] ppdet.engine INFO: Epoch: [161] [480/610] learning_rate: 0.105509 loss_vfl: 0.931980 loss_bbox: 0.430762 loss_dfl: 0.427280 loss: 1.798528 eta: 22:56:35 batch_cost: 0.9946 data_cost: 0.0004 ips: 48.2612 images/s [03/13 10:16:09] ppdet.engine INFO: Epoch: [161] [500/610] learning_rate: 0.105468 loss_vfl: 0.975131 loss_bbox: 0.436552 loss_dfl: 0.435688 loss: 1.847773 eta: 22:56:16 batch_cost: 0.9894 data_cost: 0.0004 ips: 48.5160 images/s [03/13 10:16:30] ppdet.engine INFO: Epoch: [161] [520/610] learning_rate: 0.105427 loss_vfl: 0.876594 loss_bbox: 0.398348 loss_dfl: 0.397878 loss: 1.663482 eta: 22:55:57 batch_cost: 0.9932 data_cost: 0.0004 ips: 48.3282 images/s [03/13 10:16:53] ppdet.engine INFO: Epoch: [161] [540/610] learning_rate: 0.105386 loss_vfl: 0.843142 loss_bbox: 0.373235 loss_dfl: 0.371669 loss: 1.576999 eta: 22:55:37 batch_cost: 0.9650 data_cost: 0.0004 ips: 49.7390 images/s [03/13 10:17:15] ppdet.engine INFO: Epoch: [161] [560/610] learning_rate: 0.105345 loss_vfl: 0.850453 loss_bbox: 0.370890 loss_dfl: 0.390902 loss: 1.611068 eta: 22:55:18 batch_cost: 1.0275 data_cost: 0.0004 ips: 46.7139 images/s [03/13 10:17:37] ppdet.engine INFO: Epoch: [161] [580/610] learning_rate: 0.105304 loss_vfl: 0.859326 loss_bbox: 0.385770 loss_dfl: 0.382564 loss: 1.637798 eta: 22:54:59 batch_cost: 0.9870 data_cost: 0.0008 ips: 48.6328 images/s [03/13 10:17:58] ppdet.engine INFO: Epoch: [161] [600/610] learning_rate: 0.105263 loss_vfl: 0.935947 loss_bbox: 0.394629 loss_dfl: 0.415974 loss: 1.749741 eta: 22:54:38 batch_cost: 0.9438 data_cost: 0.0005 ips: 50.8558 images/s [03/13 10:18:24] ppdet.engine INFO: Epoch: [162] [ 0/610] learning_rate: 0.105243 loss_vfl: 0.919979 loss_bbox: 0.394629 loss_dfl: 0.410842 loss: 1.739759 eta: 22:54:39 batch_cost: 1.5395 data_cost: 0.4686 ips: 31.1783 images/s [03/13 10:18:49] ppdet.engine INFO: Epoch: [162] [ 20/610] learning_rate: 0.105202 loss_vfl: 0.850779 loss_bbox: 0.398924 loss_dfl: 0.393647 loss: 1.632855 eta: 22:54:23 batch_cost: 1.1835 data_cost: 0.0004 ips: 40.5580 images/s [03/13 10:19:10] ppdet.engine INFO: Epoch: [162] [ 40/610] learning_rate: 0.105161 loss_vfl: 0.903598 loss_bbox: 0.381762 loss_dfl: 0.389443 loss: 1.663597 eta: 22:54:02 batch_cost: 0.9293 data_cost: 0.0006 ips: 51.6502 images/s [03/13 10:19:33] ppdet.engine INFO: Epoch: [162] [ 60/610] learning_rate: 0.105120 loss_vfl: 0.888829 loss_bbox: 0.391673 loss_dfl: 0.389194 loss: 1.688289 eta: 22:53:43 batch_cost: 1.0247 data_cost: 0.0006 ips: 46.8441 images/s [03/13 10:19:54] ppdet.engine INFO: Epoch: [162] [ 80/610] learning_rate: 0.105079 loss_vfl: 0.928127 loss_bbox: 0.420129 loss_dfl: 0.420538 loss: 1.761493 eta: 22:53:23 batch_cost: 0.9185 data_cost: 0.0004 ips: 52.2601 images/s [03/13 10:20:15] ppdet.engine INFO: Epoch: [162] [100/610] learning_rate: 0.105038 loss_vfl: 0.908270 loss_bbox: 0.401470 loss_dfl: 0.399420 loss: 1.692741 eta: 22:53:03 batch_cost: 0.9627 data_cost: 0.0010 ips: 49.8586 images/s [03/13 10:20:37] ppdet.engine INFO: Epoch: [162] [120/610] learning_rate: 0.104997 loss_vfl: 0.862371 loss_bbox: 0.397189 loss_dfl: 0.404473 loss: 1.651021 eta: 22:52:43 batch_cost: 0.9761 data_cost: 0.0004 ips: 49.1739 images/s [03/13 10:20:59] ppdet.engine INFO: Epoch: [162] [140/610] learning_rate: 0.104956 loss_vfl: 0.851687 loss_bbox: 0.360333 loss_dfl: 0.377119 loss: 1.589017 eta: 22:52:22 batch_cost: 0.8694 data_cost: 0.0004 ips: 55.2075 images/s [03/13 10:21:20] ppdet.engine INFO: Epoch: [162] [160/610] learning_rate: 0.104915 loss_vfl: 0.856497 loss_bbox: 0.399792 loss_dfl: 0.402406 loss: 1.668025 eta: 22:52:02 batch_cost: 0.9506 data_cost: 0.0004 ips: 50.4945 images/s [03/13 10:21:41] ppdet.engine INFO: Epoch: [162] [180/610] learning_rate: 0.104874 loss_vfl: 0.882963 loss_bbox: 0.385411 loss_dfl: 0.395932 loss: 1.682228 eta: 22:51:41 batch_cost: 0.8963 data_cost: 0.0008 ips: 53.5556 images/s [03/13 10:22:03] ppdet.engine INFO: Epoch: [162] [200/610] learning_rate: 0.104833 loss_vfl: 0.871262 loss_bbox: 0.410818 loss_dfl: 0.404382 loss: 1.685087 eta: 22:51:20 batch_cost: 0.9163 data_cost: 0.0004 ips: 52.3857 images/s [03/13 10:22:24] ppdet.engine INFO: Epoch: [162] [220/610] learning_rate: 0.104792 loss_vfl: 0.917122 loss_bbox: 0.406149 loss_dfl: 0.412993 loss: 1.727376 eta: 22:50:58 batch_cost: 0.8390 data_cost: 0.0004 ips: 57.2108 images/s [03/13 10:22:45] ppdet.engine INFO: Epoch: [162] [240/610] learning_rate: 0.104751 loss_vfl: 0.917809 loss_bbox: 0.398914 loss_dfl: 0.414910 loss: 1.723338 eta: 22:50:37 batch_cost: 0.9139 data_cost: 0.0010 ips: 52.5202 images/s [03/13 10:23:06] ppdet.engine INFO: Epoch: [162] [260/610] learning_rate: 0.104710 loss_vfl: 0.885196 loss_bbox: 0.405542 loss_dfl: 0.402295 loss: 1.702494 eta: 22:50:16 batch_cost: 0.9049 data_cost: 0.0015 ips: 53.0417 images/s [03/13 10:23:28] ppdet.engine INFO: Epoch: [162] [280/610] learning_rate: 0.104669 loss_vfl: 0.863688 loss_bbox: 0.383542 loss_dfl: 0.390711 loss: 1.665201 eta: 22:49:56 batch_cost: 0.9300 data_cost: 0.0007 ips: 51.6116 images/s [03/13 10:23:50] ppdet.engine INFO: Epoch: [162] [300/610] learning_rate: 0.104628 loss_vfl: 0.885590 loss_bbox: 0.387449 loss_dfl: 0.395600 loss: 1.680631 eta: 22:49:36 batch_cost: 0.9685 data_cost: 0.0004 ips: 49.5608 images/s [03/13 10:24:11] ppdet.engine INFO: Epoch: [162] [320/610] learning_rate: 0.104588 loss_vfl: 0.848483 loss_bbox: 0.360702 loss_dfl: 0.366093 loss: 1.572729 eta: 22:49:17 batch_cost: 0.9898 data_cost: 0.0004 ips: 48.4949 images/s [03/13 10:24:34] ppdet.engine INFO: Epoch: [162] [340/610] learning_rate: 0.104547 loss_vfl: 0.869806 loss_bbox: 0.387140 loss_dfl: 0.382412 loss: 1.647174 eta: 22:48:57 batch_cost: 0.9850 data_cost: 0.0007 ips: 48.7316 images/s [03/13 10:24:55] ppdet.engine INFO: Epoch: [162] [360/610] learning_rate: 0.104506 loss_vfl: 0.876947 loss_bbox: 0.378396 loss_dfl: 0.383242 loss: 1.632221 eta: 22:48:36 batch_cost: 0.9067 data_cost: 0.0004 ips: 52.9364 images/s [03/13 10:25:16] ppdet.engine INFO: Epoch: [162] [380/610] learning_rate: 0.104465 loss_vfl: 0.884792 loss_bbox: 0.381949 loss_dfl: 0.394809 loss: 1.679464 eta: 22:48:16 batch_cost: 0.8977 data_cost: 0.0005 ips: 53.4695 images/s [03/13 10:25:37] ppdet.engine INFO: Epoch: [162] [400/610] learning_rate: 0.104424 loss_vfl: 0.887210 loss_bbox: 0.404207 loss_dfl: 0.405196 loss: 1.695969 eta: 22:47:55 batch_cost: 0.9543 data_cost: 0.0004 ips: 50.2965 images/s [03/13 10:25:58] ppdet.engine INFO: Epoch: [162] [420/610] learning_rate: 0.104383 loss_vfl: 0.892622 loss_bbox: 0.394141 loss_dfl: 0.400400 loss: 1.682791 eta: 22:47:35 batch_cost: 0.8972 data_cost: 0.0004 ips: 53.4986 images/s [03/13 10:26:19] ppdet.engine INFO: Epoch: [162] [440/610] learning_rate: 0.104342 loss_vfl: 0.812617 loss_bbox: 0.357314 loss_dfl: 0.374123 loss: 1.545650 eta: 22:47:13 batch_cost: 0.8652 data_cost: 0.0008 ips: 55.4772 images/s [03/13 10:26:40] ppdet.engine INFO: Epoch: [162] [460/610] learning_rate: 0.104301 loss_vfl: 0.878338 loss_bbox: 0.386851 loss_dfl: 0.398234 loss: 1.676634 eta: 22:46:53 batch_cost: 0.9556 data_cost: 0.0004 ips: 50.2308 images/s [03/13 10:27:01] ppdet.engine INFO: Epoch: [162] [480/610] learning_rate: 0.104260 loss_vfl: 0.865820 loss_bbox: 0.372443 loss_dfl: 0.383290 loss: 1.612937 eta: 22:46:32 batch_cost: 0.9255 data_cost: 0.0004 ips: 51.8662 images/s [03/13 10:27:23] ppdet.engine INFO: Epoch: [162] [500/610] learning_rate: 0.104219 loss_vfl: 0.862231 loss_bbox: 0.375197 loss_dfl: 0.380181 loss: 1.632481 eta: 22:46:13 batch_cost: 0.9726 data_cost: 0.0004 ips: 49.3542 images/s [03/13 10:27:45] ppdet.engine INFO: Epoch: [162] [520/610] learning_rate: 0.104178 loss_vfl: 0.910136 loss_bbox: 0.394846 loss_dfl: 0.403812 loss: 1.706316 eta: 22:45:52 batch_cost: 0.9042 data_cost: 0.0005 ips: 53.0852 images/s [03/13 10:28:06] ppdet.engine INFO: Epoch: [162] [540/610] learning_rate: 0.104137 loss_vfl: 0.940124 loss_bbox: 0.388330 loss_dfl: 0.412964 loss: 1.762144 eta: 22:45:31 batch_cost: 0.9092 data_cost: 0.0012 ips: 52.7939 images/s [03/13 10:28:27] ppdet.engine INFO: Epoch: [162] [560/610] learning_rate: 0.104097 loss_vfl: 0.922734 loss_bbox: 0.431655 loss_dfl: 0.416210 loss: 1.763410 eta: 22:45:10 batch_cost: 0.9101 data_cost: 0.0004 ips: 52.7411 images/s [03/13 10:28:49] ppdet.engine INFO: Epoch: [162] [580/610] learning_rate: 0.104056 loss_vfl: 0.895377 loss_bbox: 0.382261 loss_dfl: 0.397612 loss: 1.695856 eta: 22:44:50 batch_cost: 0.9126 data_cost: 0.0004 ips: 52.5961 images/s [03/13 10:29:09] ppdet.engine INFO: Epoch: [162] [600/610] learning_rate: 0.104015 loss_vfl: 0.866403 loss_bbox: 0.390363 loss_dfl: 0.398759 loss: 1.679788 eta: 22:44:29 batch_cost: 0.9016 data_cost: 0.0005 ips: 53.2372 images/s [03/13 10:29:30] ppdet.engine INFO: Epoch: [163] [ 0/610] learning_rate: 0.103994 loss_vfl: 0.864923 loss_bbox: 0.366031 loss_dfl: 0.387942 loss: 1.637729 eta: 22:44:24 batch_cost: 1.1931 data_cost: 0.5024 ips: 40.2327 images/s [03/13 10:29:55] ppdet.engine INFO: Epoch: [163] [ 20/610] learning_rate: 0.103953 loss_vfl: 0.829432 loss_bbox: 0.362711 loss_dfl: 0.383733 loss: 1.554486 eta: 22:44:07 batch_cost: 1.1759 data_cost: 0.0004 ips: 40.8200 images/s [03/13 10:30:18] ppdet.engine INFO: Epoch: [163] [ 40/610] learning_rate: 0.103912 loss_vfl: 0.785898 loss_bbox: 0.342101 loss_dfl: 0.365063 loss: 1.513901 eta: 22:43:48 batch_cost: 1.0209 data_cost: 0.0004 ips: 47.0160 images/s [03/13 10:30:39] ppdet.engine INFO: Epoch: [163] [ 60/610] learning_rate: 0.103872 loss_vfl: 0.842074 loss_bbox: 0.357591 loss_dfl: 0.369416 loss: 1.541087 eta: 22:43:28 batch_cost: 0.9635 data_cost: 0.0004 ips: 49.8186 images/s [03/13 10:31:00] ppdet.engine INFO: Epoch: [163] [ 80/610] learning_rate: 0.103831 loss_vfl: 0.850433 loss_bbox: 0.378579 loss_dfl: 0.395034 loss: 1.589505 eta: 22:43:07 batch_cost: 0.8897 data_cost: 0.0004 ips: 53.9528 images/s [03/13 10:31:22] ppdet.engine INFO: Epoch: [163] [100/610] learning_rate: 0.103790 loss_vfl: 0.857800 loss_bbox: 0.370827 loss_dfl: 0.384085 loss: 1.620665 eta: 22:42:47 batch_cost: 0.9573 data_cost: 0.0004 ips: 50.1397 images/s [03/13 10:31:45] ppdet.engine INFO: Epoch: [163] [120/610] learning_rate: 0.103749 loss_vfl: 0.862957 loss_bbox: 0.381993 loss_dfl: 0.392234 loss: 1.610749 eta: 22:42:29 batch_cost: 1.0347 data_cost: 0.0005 ips: 46.3911 images/s [03/13 10:32:06] ppdet.engine INFO: Epoch: [163] [140/610] learning_rate: 0.103708 loss_vfl: 0.883618 loss_bbox: 0.385205 loss_dfl: 0.394672 loss: 1.662756 eta: 22:42:09 batch_cost: 0.9516 data_cost: 0.0004 ips: 50.4425 images/s [03/13 10:32:29] ppdet.engine INFO: Epoch: [163] [160/610] learning_rate: 0.103667 loss_vfl: 0.903898 loss_bbox: 0.390687 loss_dfl: 0.407077 loss: 1.682669 eta: 22:41:50 batch_cost: 1.0312 data_cost: 0.0004 ips: 46.5491 images/s [03/13 10:32:50] ppdet.engine INFO: Epoch: [163] [180/610] learning_rate: 0.103626 loss_vfl: 0.866300 loss_bbox: 0.384407 loss_dfl: 0.400166 loss: 1.631195 eta: 22:41:30 batch_cost: 0.9768 data_cost: 0.0010 ips: 49.1392 images/s [03/13 10:33:12] ppdet.engine INFO: Epoch: [163] [200/610] learning_rate: 0.103585 loss_vfl: 0.922414 loss_bbox: 0.425271 loss_dfl: 0.402225 loss: 1.756064 eta: 22:41:11 batch_cost: 1.0223 data_cost: 0.0004 ips: 46.9537 images/s [03/13 10:33:34] ppdet.engine INFO: Epoch: [163] [220/610] learning_rate: 0.103544 loss_vfl: 0.901054 loss_bbox: 0.401567 loss_dfl: 0.407144 loss: 1.705547 eta: 22:40:52 batch_cost: 0.9713 data_cost: 0.0004 ips: 49.4199 images/s [03/13 10:33:56] ppdet.engine INFO: Epoch: [163] [240/610] learning_rate: 0.103504 loss_vfl: 0.885691 loss_bbox: 0.394984 loss_dfl: 0.387158 loss: 1.657070 eta: 22:40:32 batch_cost: 0.9787 data_cost: 0.0004 ips: 49.0459 images/s [03/13 10:34:18] ppdet.engine INFO: Epoch: [163] [260/610] learning_rate: 0.103463 loss_vfl: 0.971544 loss_bbox: 0.430099 loss_dfl: 0.438687 loss: 1.866610 eta: 22:40:12 batch_cost: 0.9728 data_cost: 0.0004 ips: 49.3407 images/s [03/13 10:34:40] ppdet.engine INFO: Epoch: [163] [280/610] learning_rate: 0.103422 loss_vfl: 0.914394 loss_bbox: 0.403050 loss_dfl: 0.405438 loss: 1.694635 eta: 22:39:52 batch_cost: 0.9473 data_cost: 0.0004 ips: 50.6684 images/s [03/13 10:35:03] ppdet.engine INFO: Epoch: [163] [300/610] learning_rate: 0.103381 loss_vfl: 0.881100 loss_bbox: 0.395767 loss_dfl: 0.401978 loss: 1.671934 eta: 22:39:33 batch_cost: 0.9744 data_cost: 0.0004 ips: 49.2597 images/s [03/13 10:35:24] ppdet.engine INFO: Epoch: [163] [320/610] learning_rate: 0.103340 loss_vfl: 0.880522 loss_bbox: 0.386230 loss_dfl: 0.399320 loss: 1.679077 eta: 22:39:13 batch_cost: 0.9697 data_cost: 0.0004 ips: 49.5002 images/s [03/13 10:35:47] ppdet.engine INFO: Epoch: [163] [340/610] learning_rate: 0.103299 loss_vfl: 0.862970 loss_bbox: 0.373001 loss_dfl: 0.388725 loss: 1.607513 eta: 22:38:53 batch_cost: 0.9930 data_cost: 0.0004 ips: 48.3360 images/s [03/13 10:36:08] ppdet.engine INFO: Epoch: [163] [360/610] learning_rate: 0.103258 loss_vfl: 0.934295 loss_bbox: 0.411301 loss_dfl: 0.425041 loss: 1.769766 eta: 22:38:33 batch_cost: 0.9161 data_cost: 0.0004 ips: 52.3941 images/s [03/13 10:36:30] ppdet.engine INFO: Epoch: [163] [380/610] learning_rate: 0.103217 loss_vfl: 0.857067 loss_bbox: 0.375056 loss_dfl: 0.380169 loss: 1.614643 eta: 22:38:13 batch_cost: 0.9430 data_cost: 0.0004 ips: 50.9041 images/s [03/13 10:36:52] ppdet.engine INFO: Epoch: [163] [400/610] learning_rate: 0.103177 loss_vfl: 0.924463 loss_bbox: 0.404057 loss_dfl: 0.399030 loss: 1.735390 eta: 22:37:53 batch_cost: 0.9724 data_cost: 0.0004 ips: 49.3644 images/s [03/13 10:37:13] ppdet.engine INFO: Epoch: [163] [420/610] learning_rate: 0.103136 loss_vfl: 0.878004 loss_bbox: 0.396247 loss_dfl: 0.402012 loss: 1.684600 eta: 22:37:33 batch_cost: 0.9619 data_cost: 0.0004 ips: 49.9035 images/s [03/13 10:37:35] ppdet.engine INFO: Epoch: [163] [440/610] learning_rate: 0.103095 loss_vfl: 0.899869 loss_bbox: 0.394134 loss_dfl: 0.402222 loss: 1.700570 eta: 22:37:12 batch_cost: 0.9181 data_cost: 0.0013 ips: 52.2793 images/s [03/13 10:37:56] ppdet.engine INFO: Epoch: [163] [460/610] learning_rate: 0.103054 loss_vfl: 0.916362 loss_bbox: 0.403640 loss_dfl: 0.407885 loss: 1.732409 eta: 22:36:52 batch_cost: 0.9398 data_cost: 0.0004 ips: 51.0746 images/s [03/13 10:38:16] ppdet.engine INFO: Epoch: [163] [480/610] learning_rate: 0.103013 loss_vfl: 0.883520 loss_bbox: 0.390031 loss_dfl: 0.388350 loss: 1.646075 eta: 22:36:31 batch_cost: 0.8721 data_cost: 0.0006 ips: 55.0376 images/s [03/13 10:38:38] ppdet.engine INFO: Epoch: [163] [500/610] learning_rate: 0.102972 loss_vfl: 0.861561 loss_bbox: 0.375594 loss_dfl: 0.383713 loss: 1.621004 eta: 22:36:12 batch_cost: 1.0051 data_cost: 0.0007 ips: 47.7567 images/s [03/13 10:39:00] ppdet.engine INFO: Epoch: [163] [520/610] learning_rate: 0.102932 loss_vfl: 0.909818 loss_bbox: 0.392186 loss_dfl: 0.399105 loss: 1.717788 eta: 22:35:51 batch_cost: 0.9178 data_cost: 0.0010 ips: 52.2993 images/s [03/13 10:39:22] ppdet.engine INFO: Epoch: [163] [540/610] learning_rate: 0.102891 loss_vfl: 0.905115 loss_bbox: 0.415105 loss_dfl: 0.410598 loss: 1.718213 eta: 22:35:31 batch_cost: 0.9672 data_cost: 0.0004 ips: 49.6255 images/s [03/13 10:39:44] ppdet.engine INFO: Epoch: [163] [560/610] learning_rate: 0.102850 loss_vfl: 0.844460 loss_bbox: 0.377093 loss_dfl: 0.376359 loss: 1.581872 eta: 22:35:12 batch_cost: 0.9923 data_cost: 0.0005 ips: 48.3716 images/s [03/13 10:40:05] ppdet.engine INFO: Epoch: [163] [580/610] learning_rate: 0.102809 loss_vfl: 0.819768 loss_bbox: 0.363624 loss_dfl: 0.375274 loss: 1.544059 eta: 22:34:51 batch_cost: 0.9228 data_cost: 0.0004 ips: 52.0153 images/s [03/13 10:40:26] ppdet.engine INFO: Epoch: [163] [600/610] learning_rate: 0.102768 loss_vfl: 0.935612 loss_bbox: 0.440846 loss_dfl: 0.428878 loss: 1.800344 eta: 22:34:31 batch_cost: 0.9163 data_cost: 0.0022 ips: 52.3819 images/s [03/13 10:40:48] ppdet.engine INFO: Epoch: [164] [ 0/610] learning_rate: 0.102748 loss_vfl: 0.911750 loss_bbox: 0.389238 loss_dfl: 0.407771 loss: 1.704456 eta: 22:34:28 batch_cost: 1.3423 data_cost: 0.4947 ips: 35.7587 images/s [03/13 10:41:12] ppdet.engine INFO: Epoch: [164] [ 20/610] learning_rate: 0.102707 loss_vfl: 0.911746 loss_bbox: 0.381265 loss_dfl: 0.391089 loss: 1.673691 eta: 22:34:10 batch_cost: 1.1216 data_cost: 0.0004 ips: 42.7967 images/s [03/13 10:41:35] ppdet.engine INFO: Epoch: [164] [ 40/610] learning_rate: 0.102666 loss_vfl: 0.854126 loss_bbox: 0.367782 loss_dfl: 0.375226 loss: 1.584511 eta: 22:33:51 batch_cost: 0.9726 data_cost: 0.0004 ips: 49.3510 images/s [03/13 10:41:56] ppdet.engine INFO: Epoch: [164] [ 60/610] learning_rate: 0.102625 loss_vfl: 0.865176 loss_bbox: 0.375295 loss_dfl: 0.392110 loss: 1.632986 eta: 22:33:31 batch_cost: 0.9703 data_cost: 0.0004 ips: 49.4692 images/s [03/13 10:42:18] ppdet.engine INFO: Epoch: [164] [ 80/610] learning_rate: 0.102584 loss_vfl: 0.898389 loss_bbox: 0.389142 loss_dfl: 0.379256 loss: 1.649842 eta: 22:33:12 batch_cost: 1.0146 data_cost: 0.0004 ips: 47.3084 images/s [03/13 10:42:41] ppdet.engine INFO: Epoch: [164] [100/610] learning_rate: 0.102544 loss_vfl: 0.883096 loss_bbox: 0.391935 loss_dfl: 0.402751 loss: 1.665925 eta: 22:32:53 batch_cost: 1.0438 data_cost: 0.0008 ips: 45.9856 images/s [03/13 10:43:04] ppdet.engine INFO: Epoch: [164] [120/610] learning_rate: 0.102503 loss_vfl: 0.875918 loss_bbox: 0.389374 loss_dfl: 0.395402 loss: 1.655337 eta: 22:32:34 batch_cost: 1.0004 data_cost: 0.0043 ips: 47.9807 images/s [03/13 10:43:27] ppdet.engine INFO: Epoch: [164] [140/610] learning_rate: 0.102462 loss_vfl: 0.856344 loss_bbox: 0.377819 loss_dfl: 0.379853 loss: 1.608648 eta: 22:32:15 batch_cost: 0.9993 data_cost: 0.0004 ips: 48.0328 images/s [03/13 10:43:48] ppdet.engine INFO: Epoch: [164] [160/610] learning_rate: 0.102421 loss_vfl: 0.881437 loss_bbox: 0.389084 loss_dfl: 0.398338 loss: 1.693961 eta: 22:31:55 batch_cost: 0.9641 data_cost: 0.0004 ips: 49.7886 images/s [03/13 10:44:13] ppdet.engine INFO: Epoch: [164] [180/610] learning_rate: 0.102380 loss_vfl: 0.770290 loss_bbox: 0.340196 loss_dfl: 0.355753 loss: 1.459825 eta: 22:31:36 batch_cost: 1.0405 data_cost: 0.0010 ips: 46.1317 images/s [03/13 10:44:34] ppdet.engine INFO: Epoch: [164] [200/610] learning_rate: 0.102339 loss_vfl: 0.881957 loss_bbox: 0.386938 loss_dfl: 0.403453 loss: 1.672151 eta: 22:31:16 batch_cost: 0.9195 data_cost: 0.0006 ips: 52.2027 images/s [03/13 10:44:57] ppdet.engine INFO: Epoch: [164] [220/610] learning_rate: 0.102299 loss_vfl: 0.906376 loss_bbox: 0.387347 loss_dfl: 0.392361 loss: 1.662377 eta: 22:30:57 batch_cost: 1.0167 data_cost: 0.0004 ips: 47.2108 images/s [03/13 10:45:19] ppdet.engine INFO: Epoch: [164] [240/610] learning_rate: 0.102258 loss_vfl: 0.879550 loss_bbox: 0.386136 loss_dfl: 0.400775 loss: 1.656441 eta: 22:30:37 batch_cost: 0.9882 data_cost: 0.0004 ips: 48.5723 images/s [03/13 10:45:41] ppdet.engine INFO: Epoch: [164] [260/610] learning_rate: 0.102217 loss_vfl: 0.845203 loss_bbox: 0.383614 loss_dfl: 0.383263 loss: 1.645763 eta: 22:30:17 batch_cost: 0.9546 data_cost: 0.0004 ips: 50.2810 images/s [03/13 10:46:03] ppdet.engine INFO: Epoch: [164] [280/610] learning_rate: 0.102176 loss_vfl: 0.875206 loss_bbox: 0.385194 loss_dfl: 0.387630 loss: 1.638339 eta: 22:29:58 batch_cost: 0.9773 data_cost: 0.0004 ips: 49.1168 images/s [03/13 10:46:25] ppdet.engine INFO: Epoch: [164] [300/610] learning_rate: 0.102135 loss_vfl: 0.857702 loss_bbox: 0.394680 loss_dfl: 0.384302 loss: 1.618874 eta: 22:29:39 batch_cost: 1.0174 data_cost: 0.0004 ips: 47.1813 images/s [03/13 10:46:49] ppdet.engine INFO: Epoch: [164] [320/610] learning_rate: 0.102095 loss_vfl: 0.867187 loss_bbox: 0.386472 loss_dfl: 0.393536 loss: 1.645265 eta: 22:29:20 batch_cost: 1.0132 data_cost: 0.0006 ips: 47.3768 images/s [03/13 10:47:10] ppdet.engine INFO: Epoch: [164] [340/610] learning_rate: 0.102054 loss_vfl: 0.888064 loss_bbox: 0.378544 loss_dfl: 0.396941 loss: 1.661112 eta: 22:29:00 batch_cost: 0.9651 data_cost: 0.0004 ips: 49.7355 images/s [03/13 10:47:34] ppdet.engine INFO: Epoch: [164] [360/610] learning_rate: 0.102013 loss_vfl: 0.932710 loss_bbox: 0.408971 loss_dfl: 0.404660 loss: 1.724104 eta: 22:28:41 batch_cost: 1.0114 data_cost: 0.0004 ips: 47.4599 images/s [03/13 10:47:55] ppdet.engine INFO: Epoch: [164] [380/610] learning_rate: 0.101972 loss_vfl: 0.904602 loss_bbox: 0.392082 loss_dfl: 0.400666 loss: 1.711943 eta: 22:28:20 batch_cost: 0.8926 data_cost: 0.0004 ips: 53.7738 images/s [03/13 10:48:19] ppdet.engine INFO: Epoch: [164] [400/610] learning_rate: 0.101931 loss_vfl: 0.862579 loss_bbox: 0.369946 loss_dfl: 0.383135 loss: 1.615918 eta: 22:28:01 batch_cost: 1.0202 data_cost: 0.0004 ips: 47.0494 images/s [03/13 10:48:41] ppdet.engine INFO: Epoch: [164] [420/610] learning_rate: 0.101891 loss_vfl: 0.884349 loss_bbox: 0.378214 loss_dfl: 0.390934 loss: 1.639767 eta: 22:27:41 batch_cost: 0.9616 data_cost: 0.0004 ips: 49.9180 images/s [03/13 10:49:04] ppdet.engine INFO: Epoch: [164] [440/610] learning_rate: 0.101850 loss_vfl: 0.898598 loss_bbox: 0.397066 loss_dfl: 0.399549 loss: 1.657043 eta: 22:27:22 batch_cost: 0.9882 data_cost: 0.0085 ips: 48.5725 images/s [03/13 10:49:26] ppdet.engine INFO: Epoch: [164] [460/610] learning_rate: 0.101809 loss_vfl: 0.925789 loss_bbox: 0.397728 loss_dfl: 0.403468 loss: 1.745315 eta: 22:27:02 batch_cost: 0.9575 data_cost: 0.0005 ips: 50.1284 images/s [03/13 10:49:50] ppdet.engine INFO: Epoch: [164] [480/610] learning_rate: 0.101768 loss_vfl: 0.911460 loss_bbox: 0.390764 loss_dfl: 0.396461 loss: 1.702379 eta: 22:26:42 batch_cost: 0.9870 data_cost: 0.0004 ips: 48.6330 images/s [03/13 10:50:13] ppdet.engine INFO: Epoch: [164] [500/610] learning_rate: 0.101727 loss_vfl: 0.914608 loss_bbox: 0.394465 loss_dfl: 0.401635 loss: 1.693139 eta: 22:26:23 batch_cost: 0.9919 data_cost: 0.0004 ips: 48.3935 images/s [03/13 10:50:34] ppdet.engine INFO: Epoch: [164] [520/610] learning_rate: 0.101687 loss_vfl: 0.910368 loss_bbox: 0.417254 loss_dfl: 0.413498 loss: 1.755488 eta: 22:26:02 batch_cost: 0.8883 data_cost: 0.0004 ips: 54.0345 images/s [03/13 10:50:55] ppdet.engine INFO: Epoch: [164] [540/610] learning_rate: 0.101646 loss_vfl: 0.843591 loss_bbox: 0.394994 loss_dfl: 0.392570 loss: 1.642666 eta: 22:25:41 batch_cost: 0.9224 data_cost: 0.0010 ips: 52.0391 images/s [03/13 10:51:18] ppdet.engine INFO: Epoch: [164] [560/610] learning_rate: 0.101605 loss_vfl: 0.896013 loss_bbox: 0.403907 loss_dfl: 0.418609 loss: 1.715846 eta: 22:25:22 batch_cost: 1.0139 data_cost: 0.0004 ips: 47.3401 images/s [03/13 10:51:40] ppdet.engine INFO: Epoch: [164] [580/610] learning_rate: 0.101564 loss_vfl: 0.844733 loss_bbox: 0.375925 loss_dfl: 0.376176 loss: 1.606466 eta: 22:25:02 batch_cost: 0.9458 data_cost: 0.0004 ips: 50.7504 images/s [03/13 10:52:01] ppdet.engine INFO: Epoch: [164] [600/610] learning_rate: 0.101523 loss_vfl: 0.961060 loss_bbox: 0.430959 loss_dfl: 0.434453 loss: 1.857316 eta: 22:24:41 batch_cost: 0.8856 data_cost: 0.0005 ips: 54.1983 images/s [03/13 10:52:19] ppdet.engine INFO: Epoch: [165] [ 0/610] learning_rate: 0.101503 loss_vfl: 0.928804 loss_bbox: 0.403208 loss_dfl: 0.418341 loss: 1.757084 eta: 22:24:33 batch_cost: 1.0372 data_cost: 0.3957 ips: 46.2797 images/s [03/13 10:52:47] ppdet.engine INFO: Epoch: [165] [ 20/610] learning_rate: 0.101462 loss_vfl: 0.906767 loss_bbox: 0.401045 loss_dfl: 0.406955 loss: 1.703360 eta: 22:24:18 batch_cost: 1.2527 data_cost: 0.1512 ips: 38.3160 images/s [03/13 10:53:07] ppdet.engine INFO: Epoch: [165] [ 40/610] learning_rate: 0.101422 loss_vfl: 0.884290 loss_bbox: 0.370976 loss_dfl: 0.388438 loss: 1.635962 eta: 22:23:57 batch_cost: 0.8605 data_cost: 0.0004 ips: 55.7833 images/s [03/13 10:53:30] ppdet.engine INFO: Epoch: [165] [ 60/610] learning_rate: 0.101381 loss_vfl: 0.900302 loss_bbox: 0.402590 loss_dfl: 0.407136 loss: 1.720161 eta: 22:23:36 batch_cost: 0.9237 data_cost: 0.0013 ips: 51.9622 images/s [03/13 10:53:51] ppdet.engine INFO: Epoch: [165] [ 80/610] learning_rate: 0.101340 loss_vfl: 0.895662 loss_bbox: 0.406946 loss_dfl: 0.405677 loss: 1.713656 eta: 22:23:16 batch_cost: 0.9223 data_cost: 0.0006 ips: 52.0459 images/s [03/13 10:54:12] ppdet.engine INFO: Epoch: [165] [100/610] learning_rate: 0.101299 loss_vfl: 0.861461 loss_bbox: 0.407471 loss_dfl: 0.397038 loss: 1.622281 eta: 22:22:54 batch_cost: 0.8863 data_cost: 0.0008 ips: 54.1563 images/s [03/13 10:54:34] ppdet.engine INFO: Epoch: [165] [120/610] learning_rate: 0.101258 loss_vfl: 0.866905 loss_bbox: 0.395792 loss_dfl: 0.391434 loss: 1.661273 eta: 22:22:35 batch_cost: 0.9962 data_cost: 0.0004 ips: 48.1825 images/s [03/13 10:54:55] ppdet.engine INFO: Epoch: [165] [140/610] learning_rate: 0.101218 loss_vfl: 0.911791 loss_bbox: 0.395567 loss_dfl: 0.413028 loss: 1.701102 eta: 22:22:14 batch_cost: 0.9132 data_cost: 0.0004 ips: 52.5607 images/s [03/13 10:55:17] ppdet.engine INFO: Epoch: [165] [160/610] learning_rate: 0.101177 loss_vfl: 0.914142 loss_bbox: 0.397257 loss_dfl: 0.403822 loss: 1.701601 eta: 22:21:56 batch_cost: 1.0218 data_cost: 0.0004 ips: 46.9758 images/s [03/13 10:55:38] ppdet.engine INFO: Epoch: [165] [180/610] learning_rate: 0.101136 loss_vfl: 0.897194 loss_bbox: 0.391112 loss_dfl: 0.394448 loss: 1.681188 eta: 22:21:35 batch_cost: 0.9133 data_cost: 0.0004 ips: 52.5559 images/s [03/13 10:56:00] ppdet.engine INFO: Epoch: [165] [200/610] learning_rate: 0.101095 loss_vfl: 0.923584 loss_bbox: 0.395380 loss_dfl: 0.413142 loss: 1.750044 eta: 22:21:15 batch_cost: 0.9626 data_cost: 0.0004 ips: 49.8668 images/s [03/13 10:56:20] ppdet.engine INFO: Epoch: [165] [220/610] learning_rate: 0.101055 loss_vfl: 0.858098 loss_bbox: 0.399001 loss_dfl: 0.396226 loss: 1.639966 eta: 22:20:54 batch_cost: 0.9094 data_cost: 0.0004 ips: 52.7824 images/s [03/13 10:56:42] ppdet.engine INFO: Epoch: [165] [240/610] learning_rate: 0.101014 loss_vfl: 0.852668 loss_bbox: 0.365080 loss_dfl: 0.371685 loss: 1.586305 eta: 22:20:33 batch_cost: 0.9015 data_cost: 0.0004 ips: 53.2450 images/s [03/13 10:57:03] ppdet.engine INFO: Epoch: [165] [260/610] learning_rate: 0.100973 loss_vfl: 0.890801 loss_bbox: 0.395464 loss_dfl: 0.396366 loss: 1.678157 eta: 22:20:14 batch_cost: 1.0111 data_cost: 0.0004 ips: 47.4751 images/s [03/13 10:57:26] ppdet.engine INFO: Epoch: [165] [280/610] learning_rate: 0.100932 loss_vfl: 0.861281 loss_bbox: 0.401154 loss_dfl: 0.391722 loss: 1.662726 eta: 22:19:55 batch_cost: 1.0256 data_cost: 0.0005 ips: 46.8038 images/s [03/13 10:57:48] ppdet.engine INFO: Epoch: [165] [300/610] learning_rate: 0.100892 loss_vfl: 0.835683 loss_bbox: 0.389168 loss_dfl: 0.392386 loss: 1.601293 eta: 22:19:35 batch_cost: 0.9502 data_cost: 0.0004 ips: 50.5132 images/s [03/13 10:58:10] ppdet.engine INFO: Epoch: [165] [320/610] learning_rate: 0.100851 loss_vfl: 0.859396 loss_bbox: 0.378370 loss_dfl: 0.389393 loss: 1.627906 eta: 22:19:15 batch_cost: 0.9507 data_cost: 0.0004 ips: 50.4892 images/s [03/13 10:58:31] ppdet.engine INFO: Epoch: [165] [340/610] learning_rate: 0.100810 loss_vfl: 0.887963 loss_bbox: 0.380538 loss_dfl: 0.388295 loss: 1.623883 eta: 22:18:56 batch_cost: 0.9804 data_cost: 0.0004 ips: 48.9583 images/s [03/13 10:58:53] ppdet.engine INFO: Epoch: [165] [360/610] learning_rate: 0.100769 loss_vfl: 0.829195 loss_bbox: 0.373673 loss_dfl: 0.379685 loss: 1.578438 eta: 22:18:35 batch_cost: 0.9362 data_cost: 0.0010 ips: 51.2720 images/s [03/13 10:59:15] ppdet.engine INFO: Epoch: [165] [380/610] learning_rate: 0.100729 loss_vfl: 0.873361 loss_bbox: 0.378931 loss_dfl: 0.388041 loss: 1.633850 eta: 22:18:16 batch_cost: 0.9919 data_cost: 0.0004 ips: 48.3917 images/s [03/13 10:59:36] ppdet.engine INFO: Epoch: [165] [400/610] learning_rate: 0.100688 loss_vfl: 0.885701 loss_bbox: 0.380849 loss_dfl: 0.384810 loss: 1.636362 eta: 22:17:56 batch_cost: 0.9400 data_cost: 0.0019 ips: 51.0655 images/s [03/13 10:59:57] ppdet.engine INFO: Epoch: [165] [420/610] learning_rate: 0.100647 loss_vfl: 0.864334 loss_bbox: 0.357267 loss_dfl: 0.360571 loss: 1.603994 eta: 22:17:36 batch_cost: 0.9612 data_cost: 0.0004 ips: 49.9356 images/s [03/13 11:00:20] ppdet.engine INFO: Epoch: [165] [440/610] learning_rate: 0.100607 loss_vfl: 0.859902 loss_bbox: 0.386763 loss_dfl: 0.393781 loss: 1.634812 eta: 22:17:16 batch_cost: 0.9811 data_cost: 0.0004 ips: 48.9252 images/s [03/13 11:00:42] ppdet.engine INFO: Epoch: [165] [460/610] learning_rate: 0.100566 loss_vfl: 0.836403 loss_bbox: 0.384158 loss_dfl: 0.377818 loss: 1.595871 eta: 22:16:57 batch_cost: 0.9927 data_cost: 0.0013 ips: 48.3518 images/s [03/13 11:01:03] ppdet.engine INFO: Epoch: [165] [480/610] learning_rate: 0.100525 loss_vfl: 0.830995 loss_bbox: 0.394301 loss_dfl: 0.388980 loss: 1.604218 eta: 22:16:37 batch_cost: 0.9356 data_cost: 0.0004 ips: 51.3031 images/s [03/13 11:01:26] ppdet.engine INFO: Epoch: [165] [500/610] learning_rate: 0.100484 loss_vfl: 0.922050 loss_bbox: 0.406554 loss_dfl: 0.407913 loss: 1.728894 eta: 22:16:16 batch_cost: 0.9134 data_cost: 0.0004 ips: 52.5507 images/s [03/13 11:01:47] ppdet.engine INFO: Epoch: [165] [520/610] learning_rate: 0.100444 loss_vfl: 0.910005 loss_bbox: 0.400261 loss_dfl: 0.405053 loss: 1.709961 eta: 22:15:56 batch_cost: 0.9373 data_cost: 0.0004 ips: 51.2089 images/s [03/13 11:02:09] ppdet.engine INFO: Epoch: [165] [540/610] learning_rate: 0.100403 loss_vfl: 0.875605 loss_bbox: 0.402635 loss_dfl: 0.394062 loss: 1.688679 eta: 22:15:35 batch_cost: 0.9268 data_cost: 0.0004 ips: 51.7887 images/s [03/13 11:02:29] ppdet.engine INFO: Epoch: [165] [560/610] learning_rate: 0.100362 loss_vfl: 0.871816 loss_bbox: 0.407239 loss_dfl: 0.401928 loss: 1.683623 eta: 22:15:15 batch_cost: 0.9292 data_cost: 0.0004 ips: 51.6580 images/s [03/13 11:02:51] ppdet.engine INFO: Epoch: [165] [580/610] learning_rate: 0.100321 loss_vfl: 0.914211 loss_bbox: 0.395533 loss_dfl: 0.408514 loss: 1.763618 eta: 22:14:56 batch_cost: 0.9965 data_cost: 0.0004 ips: 48.1662 images/s [03/13 11:03:11] ppdet.engine INFO: Epoch: [165] [600/610] learning_rate: 0.100281 loss_vfl: 0.850326 loss_bbox: 0.381714 loss_dfl: 0.388663 loss: 1.638181 eta: 22:14:35 batch_cost: 0.9220 data_cost: 0.0009 ips: 52.0626 images/s [03/13 11:03:30] ppdet.engine INFO: Epoch: [166] [ 0/610] learning_rate: 0.100260 loss_vfl: 0.866180 loss_bbox: 0.381332 loss_dfl: 0.392055 loss: 1.637949 eta: 22:14:29 batch_cost: 1.1354 data_cost: 0.3685 ips: 42.2745 images/s [03/13 11:03:57] ppdet.engine INFO: Epoch: [166] [ 20/610] learning_rate: 0.100220 loss_vfl: 0.854001 loss_bbox: 0.376489 loss_dfl: 0.393859 loss: 1.641544 eta: 22:14:14 batch_cost: 1.2587 data_cost: 0.0778 ips: 38.1331 images/s [03/13 11:04:18] ppdet.engine INFO: Epoch: [166] [ 40/610] learning_rate: 0.100179 loss_vfl: 0.872955 loss_bbox: 0.402694 loss_dfl: 0.393658 loss: 1.638615 eta: 22:13:53 batch_cost: 0.9091 data_cost: 0.0004 ips: 52.7992 images/s [03/13 11:04:41] ppdet.engine INFO: Epoch: [166] [ 60/610] learning_rate: 0.100138 loss_vfl: 0.854488 loss_bbox: 0.397215 loss_dfl: 0.383313 loss: 1.629250 eta: 22:13:33 batch_cost: 0.9472 data_cost: 0.0004 ips: 50.6756 images/s [03/13 11:05:01] ppdet.engine INFO: Epoch: [166] [ 80/610] learning_rate: 0.100098 loss_vfl: 0.932683 loss_bbox: 0.423508 loss_dfl: 0.421921 loss: 1.792514 eta: 22:13:12 batch_cost: 0.9114 data_cost: 0.0004 ips: 52.6645 images/s [03/13 11:05:24] ppdet.engine INFO: Epoch: [166] [100/610] learning_rate: 0.100057 loss_vfl: 0.871349 loss_bbox: 0.392302 loss_dfl: 0.389306 loss: 1.664183 eta: 22:12:53 batch_cost: 1.0015 data_cost: 0.0004 ips: 47.9265 images/s [03/13 11:05:45] ppdet.engine INFO: Epoch: [166] [120/610] learning_rate: 0.100016 loss_vfl: 0.869782 loss_bbox: 0.381159 loss_dfl: 0.393762 loss: 1.631466 eta: 22:12:32 batch_cost: 0.8953 data_cost: 0.0004 ips: 53.6152 images/s [03/13 11:06:06] ppdet.engine INFO: Epoch: [166] [140/610] learning_rate: 0.099976 loss_vfl: 0.892753 loss_bbox: 0.402029 loss_dfl: 0.399025 loss: 1.675535 eta: 22:12:12 batch_cost: 0.9479 data_cost: 0.0004 ips: 50.6389 images/s [03/13 11:06:27] ppdet.engine INFO: Epoch: [166] [160/610] learning_rate: 0.099935 loss_vfl: 0.865063 loss_bbox: 0.390370 loss_dfl: 0.387476 loss: 1.624466 eta: 22:11:51 batch_cost: 0.8731 data_cost: 0.0011 ips: 54.9779 images/s [03/13 11:06:49] ppdet.engine INFO: Epoch: [166] [180/610] learning_rate: 0.099894 loss_vfl: 0.884565 loss_bbox: 0.376418 loss_dfl: 0.382164 loss: 1.653623 eta: 22:11:30 batch_cost: 0.9007 data_cost: 0.0004 ips: 53.2917 images/s [03/13 11:07:09] ppdet.engine INFO: Epoch: [166] [200/610] learning_rate: 0.099853 loss_vfl: 0.868676 loss_bbox: 0.381154 loss_dfl: 0.388785 loss: 1.646993 eta: 22:11:09 batch_cost: 0.8823 data_cost: 0.0004 ips: 54.4061 images/s [03/13 11:07:32] ppdet.engine INFO: Epoch: [166] [220/610] learning_rate: 0.099813 loss_vfl: 0.869654 loss_bbox: 0.376859 loss_dfl: 0.389673 loss: 1.652432 eta: 22:10:50 batch_cost: 1.0054 data_cost: 0.0004 ips: 47.7419 images/s [03/13 11:07:53] ppdet.engine INFO: Epoch: [166] [240/610] learning_rate: 0.099772 loss_vfl: 0.870940 loss_bbox: 0.377503 loss_dfl: 0.384507 loss: 1.616952 eta: 22:10:29 batch_cost: 0.9341 data_cost: 0.0004 ips: 51.3863 images/s [03/13 11:08:15] ppdet.engine INFO: Epoch: [166] [260/610] learning_rate: 0.099731 loss_vfl: 0.910034 loss_bbox: 0.400830 loss_dfl: 0.395804 loss: 1.725972 eta: 22:10:09 batch_cost: 0.9396 data_cost: 0.0004 ips: 51.0843 images/s [03/13 11:08:36] ppdet.engine INFO: Epoch: [166] [280/610] learning_rate: 0.099691 loss_vfl: 0.903771 loss_bbox: 0.378669 loss_dfl: 0.396857 loss: 1.676126 eta: 22:09:49 batch_cost: 0.9422 data_cost: 0.0004 ips: 50.9459 images/s [03/13 11:08:58] ppdet.engine INFO: Epoch: [166] [300/610] learning_rate: 0.099650 loss_vfl: 0.869267 loss_bbox: 0.374878 loss_dfl: 0.383476 loss: 1.627621 eta: 22:09:29 batch_cost: 0.9401 data_cost: 0.0004 ips: 51.0587 images/s [03/13 11:09:19] ppdet.engine INFO: Epoch: [166] [320/610] learning_rate: 0.099609 loss_vfl: 0.884705 loss_bbox: 0.376196 loss_dfl: 0.390775 loss: 1.655780 eta: 22:09:09 batch_cost: 0.9605 data_cost: 0.0005 ips: 49.9754 images/s [03/13 11:09:41] ppdet.engine INFO: Epoch: [166] [340/610] learning_rate: 0.099569 loss_vfl: 0.887595 loss_bbox: 0.400409 loss_dfl: 0.415130 loss: 1.708788 eta: 22:08:49 batch_cost: 0.9728 data_cost: 0.0004 ips: 49.3415 images/s [03/13 11:10:02] ppdet.engine INFO: Epoch: [166] [360/610] learning_rate: 0.099528 loss_vfl: 0.872018 loss_bbox: 0.399249 loss_dfl: 0.394403 loss: 1.664418 eta: 22:08:29 batch_cost: 0.9413 data_cost: 0.0004 ips: 50.9954 images/s [03/13 11:10:24] ppdet.engine INFO: Epoch: [166] [380/610] learning_rate: 0.099487 loss_vfl: 0.912117 loss_bbox: 0.425687 loss_dfl: 0.416601 loss: 1.734195 eta: 22:08:08 batch_cost: 0.9015 data_cost: 0.0004 ips: 53.2465 images/s [03/13 11:10:46] ppdet.engine INFO: Epoch: [166] [400/610] learning_rate: 0.099447 loss_vfl: 0.890564 loss_bbox: 0.391111 loss_dfl: 0.400654 loss: 1.686200 eta: 22:07:48 batch_cost: 0.9592 data_cost: 0.0004 ips: 50.0439 images/s [03/13 11:11:08] ppdet.engine INFO: Epoch: [166] [420/610] learning_rate: 0.099406 loss_vfl: 0.870284 loss_bbox: 0.394915 loss_dfl: 0.393210 loss: 1.649915 eta: 22:07:28 batch_cost: 0.9316 data_cost: 0.0004 ips: 51.5254 images/s [03/13 11:11:31] ppdet.engine INFO: Epoch: [166] [440/610] learning_rate: 0.099365 loss_vfl: 0.866277 loss_bbox: 0.383740 loss_dfl: 0.396467 loss: 1.646273 eta: 22:07:08 batch_cost: 0.9868 data_cost: 0.0004 ips: 48.6417 images/s [03/13 11:11:52] ppdet.engine INFO: Epoch: [166] [460/610] learning_rate: 0.099325 loss_vfl: 0.900569 loss_bbox: 0.385417 loss_dfl: 0.410273 loss: 1.688353 eta: 22:06:49 batch_cost: 0.9811 data_cost: 0.0004 ips: 48.9261 images/s [03/13 11:12:14] ppdet.engine INFO: Epoch: [166] [480/610] learning_rate: 0.099284 loss_vfl: 0.869924 loss_bbox: 0.393370 loss_dfl: 0.395759 loss: 1.659499 eta: 22:06:29 batch_cost: 1.0034 data_cost: 0.0004 ips: 47.8358 images/s [03/13 11:12:35] ppdet.engine INFO: Epoch: [166] [500/610] learning_rate: 0.099244 loss_vfl: 0.909366 loss_bbox: 0.407384 loss_dfl: 0.413370 loss: 1.726461 eta: 22:06:09 batch_cost: 0.9151 data_cost: 0.0004 ips: 52.4521 images/s [03/13 11:12:56] ppdet.engine INFO: Epoch: [166] [520/610] learning_rate: 0.099203 loss_vfl: 0.878380 loss_bbox: 0.401429 loss_dfl: 0.397952 loss: 1.692911 eta: 22:05:48 batch_cost: 0.9067 data_cost: 0.0005 ips: 52.9393 images/s [03/13 11:13:19] ppdet.engine INFO: Epoch: [166] [540/610] learning_rate: 0.099162 loss_vfl: 0.872810 loss_bbox: 0.370609 loss_dfl: 0.399567 loss: 1.684683 eta: 22:05:29 batch_cost: 0.9941 data_cost: 0.0004 ips: 48.2853 images/s [03/13 11:13:41] ppdet.engine INFO: Epoch: [166] [560/610] learning_rate: 0.099122 loss_vfl: 0.903921 loss_bbox: 0.385479 loss_dfl: 0.394175 loss: 1.689900 eta: 22:05:09 batch_cost: 0.9680 data_cost: 0.0005 ips: 49.5877 images/s [03/13 11:14:04] ppdet.engine INFO: Epoch: [166] [580/610] learning_rate: 0.099081 loss_vfl: 0.889530 loss_bbox: 0.411810 loss_dfl: 0.410726 loss: 1.709196 eta: 22:04:49 batch_cost: 0.9440 data_cost: 0.0005 ips: 50.8491 images/s [03/13 11:14:25] ppdet.engine INFO: Epoch: [166] [600/610] learning_rate: 0.099040 loss_vfl: 0.886990 loss_bbox: 0.375912 loss_dfl: 0.380096 loss: 1.664091 eta: 22:04:28 batch_cost: 0.9276 data_cost: 0.0004 ips: 51.7465 images/s [03/13 11:14:46] ppdet.engine INFO: Epoch: [167] [ 0/610] learning_rate: 0.099020 loss_vfl: 0.868407 loss_bbox: 0.380984 loss_dfl: 0.377237 loss: 1.624990 eta: 22:04:24 batch_cost: 1.2954 data_cost: 0.5264 ips: 37.0551 images/s [03/13 11:15:10] ppdet.engine INFO: Epoch: [167] [ 20/610] learning_rate: 0.098979 loss_vfl: 0.887686 loss_bbox: 0.404597 loss_dfl: 0.409735 loss: 1.702674 eta: 22:04:06 batch_cost: 1.0807 data_cost: 0.0004 ips: 44.4159 images/s [03/13 11:15:33] ppdet.engine INFO: Epoch: [167] [ 40/610] learning_rate: 0.098939 loss_vfl: 0.936857 loss_bbox: 0.409714 loss_dfl: 0.404178 loss: 1.734490 eta: 22:03:48 batch_cost: 1.0682 data_cost: 0.0097 ips: 44.9335 images/s [03/13 11:15:55] ppdet.engine INFO: Epoch: [167] [ 60/610] learning_rate: 0.098898 loss_vfl: 0.858971 loss_bbox: 0.371948 loss_dfl: 0.384674 loss: 1.610070 eta: 22:03:27 batch_cost: 0.8721 data_cost: 0.0004 ips: 55.0371 images/s [03/13 11:16:16] ppdet.engine INFO: Epoch: [167] [ 80/610] learning_rate: 0.098857 loss_vfl: 0.909651 loss_bbox: 0.407157 loss_dfl: 0.415554 loss: 1.769656 eta: 22:03:07 batch_cost: 0.9613 data_cost: 0.0004 ips: 49.9337 images/s [03/13 11:16:38] ppdet.engine INFO: Epoch: [167] [100/610] learning_rate: 0.098817 loss_vfl: 0.889307 loss_bbox: 0.389160 loss_dfl: 0.412649 loss: 1.724268 eta: 22:02:47 batch_cost: 0.9499 data_cost: 0.0004 ips: 50.5317 images/s [03/13 11:17:00] ppdet.engine INFO: Epoch: [167] [120/610] learning_rate: 0.098776 loss_vfl: 0.870346 loss_bbox: 0.385224 loss_dfl: 0.396838 loss: 1.651736 eta: 22:02:27 batch_cost: 0.9776 data_cost: 0.0004 ips: 49.0976 images/s [03/13 11:17:22] ppdet.engine INFO: Epoch: [167] [140/610] learning_rate: 0.098736 loss_vfl: 0.888067 loss_bbox: 0.370126 loss_dfl: 0.380170 loss: 1.644924 eta: 22:02:07 batch_cost: 0.9561 data_cost: 0.0004 ips: 50.2016 images/s [03/13 11:17:43] ppdet.engine INFO: Epoch: [167] [160/610] learning_rate: 0.098695 loss_vfl: 0.883385 loss_bbox: 0.393075 loss_dfl: 0.402892 loss: 1.685685 eta: 22:01:47 batch_cost: 0.9370 data_cost: 0.0004 ips: 51.2256 images/s [03/13 11:18:05] ppdet.engine INFO: Epoch: [167] [180/610] learning_rate: 0.098654 loss_vfl: 0.861949 loss_bbox: 0.376246 loss_dfl: 0.395393 loss: 1.655065 eta: 22:01:27 batch_cost: 0.9686 data_cost: 0.0004 ips: 49.5581 images/s [03/13 11:18:25] ppdet.engine INFO: Epoch: [167] [200/610] learning_rate: 0.098614 loss_vfl: 0.874877 loss_bbox: 0.389515 loss_dfl: 0.395600 loss: 1.671997 eta: 22:01:07 batch_cost: 0.9243 data_cost: 0.0004 ips: 51.9299 images/s [03/13 11:18:47] ppdet.engine INFO: Epoch: [167] [220/610] learning_rate: 0.098573 loss_vfl: 0.883055 loss_bbox: 0.393436 loss_dfl: 0.399112 loss: 1.699480 eta: 22:00:47 batch_cost: 0.9627 data_cost: 0.0004 ips: 49.8579 images/s [03/13 11:19:10] ppdet.engine INFO: Epoch: [167] [240/610] learning_rate: 0.098533 loss_vfl: 0.838848 loss_bbox: 0.367568 loss_dfl: 0.360870 loss: 1.554206 eta: 22:00:29 batch_cost: 1.0748 data_cost: 0.0004 ips: 44.6608 images/s [03/13 11:19:31] ppdet.engine INFO: Epoch: [167] [260/610] learning_rate: 0.098492 loss_vfl: 0.891875 loss_bbox: 0.392340 loss_dfl: 0.405527 loss: 1.680559 eta: 22:00:08 batch_cost: 0.9306 data_cost: 0.0004 ips: 51.5804 images/s [03/13 11:19:54] ppdet.engine INFO: Epoch: [167] [280/610] learning_rate: 0.098451 loss_vfl: 0.924326 loss_bbox: 0.405711 loss_dfl: 0.413691 loss: 1.757999 eta: 21:59:48 batch_cost: 0.9209 data_cost: 0.0006 ips: 52.1245 images/s [03/13 11:20:15] ppdet.engine INFO: Epoch: [167] [300/610] learning_rate: 0.098411 loss_vfl: 0.916203 loss_bbox: 0.416027 loss_dfl: 0.420011 loss: 1.769576 eta: 21:59:27 batch_cost: 0.8887 data_cost: 0.0004 ips: 54.0091 images/s [03/13 11:20:38] ppdet.engine INFO: Epoch: [167] [320/610] learning_rate: 0.098370 loss_vfl: 0.864415 loss_bbox: 0.390048 loss_dfl: 0.395813 loss: 1.668133 eta: 21:59:08 batch_cost: 1.0115 data_cost: 0.0004 ips: 47.4535 images/s [03/13 11:20:59] ppdet.engine INFO: Epoch: [167] [340/610] learning_rate: 0.098330 loss_vfl: 0.910714 loss_bbox: 0.392218 loss_dfl: 0.411108 loss: 1.719235 eta: 21:58:47 batch_cost: 0.9259 data_cost: 0.0004 ips: 51.8427 images/s [03/13 11:21:20] ppdet.engine INFO: Epoch: [167] [360/610] learning_rate: 0.098289 loss_vfl: 0.911291 loss_bbox: 0.397322 loss_dfl: 0.400396 loss: 1.718477 eta: 21:58:26 batch_cost: 0.9034 data_cost: 0.0004 ips: 53.1297 images/s [03/13 11:21:42] ppdet.engine INFO: Epoch: [167] [380/610] learning_rate: 0.098248 loss_vfl: 0.880488 loss_bbox: 0.401114 loss_dfl: 0.401739 loss: 1.667083 eta: 21:58:06 batch_cost: 0.9388 data_cost: 0.0004 ips: 51.1314 images/s [03/13 11:22:03] ppdet.engine INFO: Epoch: [167] [400/610] learning_rate: 0.098208 loss_vfl: 0.924705 loss_bbox: 0.425520 loss_dfl: 0.414611 loss: 1.775126 eta: 21:57:45 batch_cost: 0.9087 data_cost: 0.0006 ips: 52.8217 images/s [03/13 11:22:24] ppdet.engine INFO: Epoch: [167] [420/610] learning_rate: 0.098167 loss_vfl: 0.916026 loss_bbox: 0.430211 loss_dfl: 0.427458 loss: 1.780777 eta: 21:57:25 batch_cost: 0.9179 data_cost: 0.0004 ips: 52.2908 images/s [03/13 11:22:45] ppdet.engine INFO: Epoch: [167] [440/610] learning_rate: 0.098127 loss_vfl: 0.879034 loss_bbox: 0.396495 loss_dfl: 0.400040 loss: 1.679913 eta: 21:57:05 batch_cost: 0.9437 data_cost: 0.0004 ips: 50.8659 images/s [03/13 11:23:07] ppdet.engine INFO: Epoch: [167] [460/610] learning_rate: 0.098086 loss_vfl: 0.873424 loss_bbox: 0.368383 loss_dfl: 0.381023 loss: 1.628508 eta: 21:56:45 batch_cost: 0.9385 data_cost: 0.0009 ips: 51.1440 images/s [03/13 11:23:29] ppdet.engine INFO: Epoch: [167] [480/610] learning_rate: 0.098046 loss_vfl: 0.875528 loss_bbox: 0.393173 loss_dfl: 0.398821 loss: 1.663047 eta: 21:56:25 batch_cost: 0.9776 data_cost: 0.0007 ips: 49.0983 images/s [03/13 11:23:53] ppdet.engine INFO: Epoch: [167] [500/610] learning_rate: 0.098005 loss_vfl: 0.869881 loss_bbox: 0.387100 loss_dfl: 0.394389 loss: 1.639630 eta: 21:56:06 batch_cost: 1.0428 data_cost: 0.0004 ips: 46.0284 images/s [03/13 11:24:14] ppdet.engine INFO: Epoch: [167] [520/610] learning_rate: 0.097964 loss_vfl: 0.899365 loss_bbox: 0.390249 loss_dfl: 0.393800 loss: 1.688081 eta: 21:55:47 batch_cost: 0.9725 data_cost: 0.0004 ips: 49.3591 images/s [03/13 11:24:36] ppdet.engine INFO: Epoch: [167] [540/610] learning_rate: 0.097924 loss_vfl: 0.900743 loss_bbox: 0.380686 loss_dfl: 0.392541 loss: 1.669358 eta: 21:55:27 batch_cost: 0.9879 data_cost: 0.0005 ips: 48.5868 images/s [03/13 11:24:57] ppdet.engine INFO: Epoch: [167] [560/610] learning_rate: 0.097883 loss_vfl: 0.871723 loss_bbox: 0.391885 loss_dfl: 0.397414 loss: 1.656941 eta: 21:55:07 batch_cost: 0.9441 data_cost: 0.0004 ips: 50.8396 images/s [03/13 11:25:19] ppdet.engine INFO: Epoch: [167] [580/610] learning_rate: 0.097843 loss_vfl: 0.888898 loss_bbox: 0.388222 loss_dfl: 0.401093 loss: 1.699453 eta: 21:54:47 batch_cost: 0.9513 data_cost: 0.0005 ips: 50.4556 images/s [03/13 11:25:41] ppdet.engine INFO: Epoch: [167] [600/610] learning_rate: 0.097802 loss_vfl: 0.920856 loss_bbox: 0.418506 loss_dfl: 0.411801 loss: 1.760669 eta: 21:54:26 batch_cost: 0.9172 data_cost: 0.0005 ips: 52.3342 images/s [03/13 11:26:01] ppdet.engine INFO: Epoch: [168] [ 0/610] learning_rate: 0.097782 loss_vfl: 0.860559 loss_bbox: 0.384940 loss_dfl: 0.389545 loss: 1.625988 eta: 21:54:22 batch_cost: 1.2586 data_cost: 0.3414 ips: 38.1390 images/s [03/13 11:26:25] ppdet.engine INFO: Epoch: [168] [ 20/610] learning_rate: 0.097741 loss_vfl: 0.864876 loss_bbox: 0.394158 loss_dfl: 0.401397 loss: 1.656385 eta: 21:54:04 batch_cost: 1.0801 data_cost: 0.0004 ips: 44.4419 images/s [03/13 11:26:47] ppdet.engine INFO: Epoch: [168] [ 40/610] learning_rate: 0.097701 loss_vfl: 0.913430 loss_bbox: 0.411378 loss_dfl: 0.424968 loss: 1.740947 eta: 21:53:44 batch_cost: 0.9586 data_cost: 0.0004 ips: 50.0720 images/s [03/13 11:27:08] ppdet.engine INFO: Epoch: [168] [ 60/610] learning_rate: 0.097660 loss_vfl: 0.879766 loss_bbox: 0.380599 loss_dfl: 0.399287 loss: 1.666237 eta: 21:53:23 batch_cost: 0.9437 data_cost: 0.0004 ips: 50.8644 images/s [03/13 11:27:30] ppdet.engine INFO: Epoch: [168] [ 80/610] learning_rate: 0.097620 loss_vfl: 0.888145 loss_bbox: 0.402511 loss_dfl: 0.395564 loss: 1.666011 eta: 21:53:03 batch_cost: 0.9189 data_cost: 0.0004 ips: 52.2350 images/s [03/13 11:27:51] ppdet.engine INFO: Epoch: [168] [100/610] learning_rate: 0.097579 loss_vfl: 0.940292 loss_bbox: 0.406105 loss_dfl: 0.412130 loss: 1.771660 eta: 21:52:43 batch_cost: 0.9308 data_cost: 0.0070 ips: 51.5681 images/s [03/13 11:28:13] ppdet.engine INFO: Epoch: [168] [120/610] learning_rate: 0.097539 loss_vfl: 0.883162 loss_bbox: 0.388933 loss_dfl: 0.401921 loss: 1.653441 eta: 21:52:23 batch_cost: 0.9775 data_cost: 0.0005 ips: 49.1028 images/s [03/13 11:28:34] ppdet.engine INFO: Epoch: [168] [140/610] learning_rate: 0.097498 loss_vfl: 0.898735 loss_bbox: 0.403799 loss_dfl: 0.404100 loss: 1.681147 eta: 21:52:03 batch_cost: 0.9429 data_cost: 0.0005 ips: 50.9084 images/s [03/13 11:28:56] ppdet.engine INFO: Epoch: [168] [160/610] learning_rate: 0.097457 loss_vfl: 0.855007 loss_bbox: 0.374270 loss_dfl: 0.391114 loss: 1.636688 eta: 21:51:42 batch_cost: 0.8909 data_cost: 0.0004 ips: 53.8759 images/s [03/13 11:29:18] ppdet.engine INFO: Epoch: [168] [180/610] learning_rate: 0.097417 loss_vfl: 0.910891 loss_bbox: 0.394532 loss_dfl: 0.400200 loss: 1.729753 eta: 21:51:22 batch_cost: 0.9691 data_cost: 0.0004 ips: 49.5285 images/s [03/13 11:29:39] ppdet.engine INFO: Epoch: [168] [200/610] learning_rate: 0.097376 loss_vfl: 0.900984 loss_bbox: 0.386449 loss_dfl: 0.397584 loss: 1.683951 eta: 21:51:01 batch_cost: 0.8787 data_cost: 0.0010 ips: 54.6274 images/s [03/13 11:30:01] ppdet.engine INFO: Epoch: [168] [220/610] learning_rate: 0.097336 loss_vfl: 0.911514 loss_bbox: 0.405137 loss_dfl: 0.413474 loss: 1.740028 eta: 21:50:41 batch_cost: 0.9435 data_cost: 0.0004 ips: 50.8731 images/s [03/13 11:30:22] ppdet.engine INFO: Epoch: [168] [240/610] learning_rate: 0.097295 loss_vfl: 0.858130 loss_bbox: 0.386325 loss_dfl: 0.383139 loss: 1.610893 eta: 21:50:21 batch_cost: 0.9372 data_cost: 0.0004 ips: 51.2174 images/s [03/13 11:30:44] ppdet.engine INFO: Epoch: [168] [260/610] learning_rate: 0.097255 loss_vfl: 0.862399 loss_bbox: 0.382353 loss_dfl: 0.392330 loss: 1.644424 eta: 21:50:01 batch_cost: 1.0005 data_cost: 0.0004 ips: 47.9746 images/s [03/13 11:31:07] ppdet.engine INFO: Epoch: [168] [280/610] learning_rate: 0.097214 loss_vfl: 0.813148 loss_bbox: 0.362432 loss_dfl: 0.385166 loss: 1.580089 eta: 21:49:42 batch_cost: 1.0217 data_cost: 0.0005 ips: 46.9789 images/s [03/13 11:31:29] ppdet.engine INFO: Epoch: [168] [300/610] learning_rate: 0.097174 loss_vfl: 0.892423 loss_bbox: 0.390281 loss_dfl: 0.401564 loss: 1.684899 eta: 21:49:22 batch_cost: 0.9581 data_cost: 0.0014 ips: 50.0989 images/s [03/13 11:31:51] ppdet.engine INFO: Epoch: [168] [320/610] learning_rate: 0.097133 loss_vfl: 0.920422 loss_bbox: 0.420321 loss_dfl: 0.413726 loss: 1.757353 eta: 21:49:03 batch_cost: 0.9592 data_cost: 0.0005 ips: 50.0405 images/s [03/13 11:32:13] ppdet.engine INFO: Epoch: [168] [340/610] learning_rate: 0.097093 loss_vfl: 0.886235 loss_bbox: 0.373659 loss_dfl: 0.398950 loss: 1.657372 eta: 21:48:43 batch_cost: 1.0125 data_cost: 0.0004 ips: 47.4091 images/s [03/13 11:32:34] ppdet.engine INFO: Epoch: [168] [360/610] learning_rate: 0.097052 loss_vfl: 0.852944 loss_bbox: 0.376742 loss_dfl: 0.393026 loss: 1.634003 eta: 21:48:23 batch_cost: 0.9230 data_cost: 0.0005 ips: 52.0017 images/s [03/13 11:32:56] ppdet.engine INFO: Epoch: [168] [380/610] learning_rate: 0.097012 loss_vfl: 0.859053 loss_bbox: 0.378173 loss_dfl: 0.385876 loss: 1.641851 eta: 21:48:04 batch_cost: 0.9944 data_cost: 0.0004 ips: 48.2723 images/s [03/13 11:33:18] ppdet.engine INFO: Epoch: [168] [400/610] learning_rate: 0.096971 loss_vfl: 0.894884 loss_bbox: 0.391792 loss_dfl: 0.390824 loss: 1.701875 eta: 21:47:44 batch_cost: 0.9904 data_cost: 0.0004 ips: 48.4633 images/s [03/13 11:33:41] ppdet.engine INFO: Epoch: [168] [420/610] learning_rate: 0.096931 loss_vfl: 0.912620 loss_bbox: 0.391471 loss_dfl: 0.402224 loss: 1.724343 eta: 21:47:25 batch_cost: 0.9956 data_cost: 0.0004 ips: 48.2123 images/s [03/13 11:34:03] ppdet.engine INFO: Epoch: [168] [440/610] learning_rate: 0.096890 loss_vfl: 0.925651 loss_bbox: 0.419884 loss_dfl: 0.411825 loss: 1.756259 eta: 21:47:06 batch_cost: 0.9976 data_cost: 0.0004 ips: 48.1172 images/s [03/13 11:34:23] ppdet.engine INFO: Epoch: [168] [460/610] learning_rate: 0.096850 loss_vfl: 0.869071 loss_bbox: 0.388113 loss_dfl: 0.404639 loss: 1.654821 eta: 21:46:45 batch_cost: 0.9322 data_cost: 0.0004 ips: 51.4937 images/s [03/13 11:34:44] ppdet.engine INFO: Epoch: [168] [480/610] learning_rate: 0.096809 loss_vfl: 0.821383 loss_bbox: 0.379044 loss_dfl: 0.373426 loss: 1.583262 eta: 21:46:25 batch_cost: 0.9461 data_cost: 0.0004 ips: 50.7329 images/s [03/13 11:35:06] ppdet.engine INFO: Epoch: [168] [500/610] learning_rate: 0.096769 loss_vfl: 0.859839 loss_bbox: 0.402318 loss_dfl: 0.391944 loss: 1.652920 eta: 21:46:06 batch_cost: 1.0073 data_cost: 0.0007 ips: 47.6532 images/s [03/13 11:35:28] ppdet.engine INFO: Epoch: [168] [520/610] learning_rate: 0.096728 loss_vfl: 0.881500 loss_bbox: 0.396934 loss_dfl: 0.403323 loss: 1.694590 eta: 21:45:46 batch_cost: 0.9849 data_cost: 0.0004 ips: 48.7377 images/s [03/13 11:35:50] ppdet.engine INFO: Epoch: [168] [540/610] learning_rate: 0.096688 loss_vfl: 0.917497 loss_bbox: 0.383373 loss_dfl: 0.402298 loss: 1.715219 eta: 21:45:26 batch_cost: 0.9066 data_cost: 0.0004 ips: 52.9430 images/s [03/13 11:36:11] ppdet.engine INFO: Epoch: [168] [560/610] learning_rate: 0.096647 loss_vfl: 0.915735 loss_bbox: 0.403639 loss_dfl: 0.411886 loss: 1.738192 eta: 21:45:06 batch_cost: 0.9500 data_cost: 0.0004 ips: 50.5253 images/s [03/13 11:36:33] ppdet.engine INFO: Epoch: [168] [580/610] learning_rate: 0.096607 loss_vfl: 0.828278 loss_bbox: 0.372363 loss_dfl: 0.377503 loss: 1.565442 eta: 21:44:45 batch_cost: 0.9246 data_cost: 0.0004 ips: 51.9165 images/s [03/13 11:36:54] ppdet.engine INFO: Epoch: [168] [600/610] learning_rate: 0.096566 loss_vfl: 0.872059 loss_bbox: 0.396423 loss_dfl: 0.384556 loss: 1.637519 eta: 21:44:25 batch_cost: 0.9049 data_cost: 0.0005 ips: 53.0439 images/s [03/13 11:37:12] ppdet.engine INFO: Epoch: [169] [ 0/610] learning_rate: 0.096546 loss_vfl: 0.884442 loss_bbox: 0.401538 loss_dfl: 0.389226 loss: 1.684055 eta: 21:44:19 batch_cost: 1.2126 data_cost: 0.4828 ips: 39.5859 images/s [03/13 11:37:38] ppdet.engine INFO: Epoch: [169] [ 20/610] learning_rate: 0.096506 loss_vfl: 0.841130 loss_bbox: 0.382279 loss_dfl: 0.383623 loss: 1.613063 eta: 21:44:01 batch_cost: 1.1314 data_cost: 0.0004 ips: 42.4244 images/s [03/13 11:38:00] ppdet.engine INFO: Epoch: [169] [ 40/610] learning_rate: 0.096465 loss_vfl: 0.948090 loss_bbox: 0.395308 loss_dfl: 0.414916 loss: 1.740282 eta: 21:43:42 batch_cost: 1.0006 data_cost: 0.0004 ips: 47.9718 images/s [03/13 11:38:22] ppdet.engine INFO: Epoch: [169] [ 60/610] learning_rate: 0.096425 loss_vfl: 0.852759 loss_bbox: 0.377524 loss_dfl: 0.382640 loss: 1.609845 eta: 21:43:22 batch_cost: 0.9605 data_cost: 0.0004 ips: 49.9757 images/s [03/13 11:38:45] ppdet.engine INFO: Epoch: [169] [ 80/610] learning_rate: 0.096384 loss_vfl: 0.841460 loss_bbox: 0.359886 loss_dfl: 0.375917 loss: 1.583534 eta: 21:43:04 batch_cost: 1.0666 data_cost: 0.0004 ips: 45.0025 images/s [03/13 11:39:07] ppdet.engine INFO: Epoch: [169] [100/610] learning_rate: 0.096344 loss_vfl: 0.876729 loss_bbox: 0.385666 loss_dfl: 0.393332 loss: 1.650383 eta: 21:42:45 batch_cost: 0.9977 data_cost: 0.0008 ips: 48.1101 images/s [03/13 11:39:28] ppdet.engine INFO: Epoch: [169] [120/610] learning_rate: 0.096303 loss_vfl: 0.887947 loss_bbox: 0.399356 loss_dfl: 0.395084 loss: 1.677160 eta: 21:42:24 batch_cost: 0.9117 data_cost: 0.0004 ips: 52.6463 images/s [03/13 11:39:50] ppdet.engine INFO: Epoch: [169] [140/610] learning_rate: 0.096263 loss_vfl: 0.866439 loss_bbox: 0.388218 loss_dfl: 0.396860 loss: 1.666009 eta: 21:42:05 batch_cost: 1.0016 data_cost: 0.0005 ips: 47.9255 images/s [03/13 11:40:10] ppdet.engine INFO: Epoch: [169] [160/610] learning_rate: 0.096222 loss_vfl: 0.918899 loss_bbox: 0.434788 loss_dfl: 0.427133 loss: 1.775868 eta: 21:41:44 batch_cost: 0.9186 data_cost: 0.0004 ips: 52.2523 images/s [03/13 11:40:32] ppdet.engine INFO: Epoch: [169] [180/610] learning_rate: 0.096182 loss_vfl: 0.872941 loss_bbox: 0.386422 loss_dfl: 0.391512 loss: 1.635058 eta: 21:41:25 batch_cost: 0.9879 data_cost: 0.0010 ips: 48.5877 images/s [03/13 11:40:55] ppdet.engine INFO: Epoch: [169] [200/610] learning_rate: 0.096142 loss_vfl: 0.838559 loss_bbox: 0.352387 loss_dfl: 0.373137 loss: 1.552860 eta: 21:41:05 batch_cost: 0.9571 data_cost: 0.0005 ips: 50.1496 images/s [03/13 11:41:18] ppdet.engine INFO: Epoch: [169] [220/610] learning_rate: 0.096101 loss_vfl: 0.860808 loss_bbox: 0.391877 loss_dfl: 0.396114 loss: 1.662128 eta: 21:40:46 batch_cost: 1.0340 data_cost: 0.0004 ips: 46.4210 images/s [03/13 11:41:38] ppdet.engine INFO: Epoch: [169] [240/610] learning_rate: 0.096061 loss_vfl: 0.910102 loss_bbox: 0.398690 loss_dfl: 0.404314 loss: 1.720711 eta: 21:40:26 batch_cost: 0.9447 data_cost: 0.0004 ips: 50.8095 images/s [03/13 11:42:00] ppdet.engine INFO: Epoch: [169] [260/610] learning_rate: 0.096020 loss_vfl: 0.904034 loss_bbox: 0.411891 loss_dfl: 0.416337 loss: 1.749134 eta: 21:40:05 batch_cost: 0.8997 data_cost: 0.0004 ips: 53.3492 images/s [03/13 11:42:21] ppdet.engine INFO: Epoch: [169] [280/610] learning_rate: 0.095980 loss_vfl: 0.911420 loss_bbox: 0.399100 loss_dfl: 0.406133 loss: 1.691637 eta: 21:39:44 batch_cost: 0.8519 data_cost: 0.0004 ips: 56.3476 images/s [03/13 11:42:43] ppdet.engine INFO: Epoch: [169] [300/610] learning_rate: 0.095939 loss_vfl: 0.846286 loss_bbox: 0.387868 loss_dfl: 0.390294 loss: 1.624875 eta: 21:39:24 batch_cost: 0.9786 data_cost: 0.0018 ips: 49.0478 images/s [03/13 11:43:03] ppdet.engine INFO: Epoch: [169] [320/610] learning_rate: 0.095899 loss_vfl: 0.900126 loss_bbox: 0.397341 loss_dfl: 0.406768 loss: 1.688626 eta: 21:39:03 batch_cost: 0.8613 data_cost: 0.0009 ips: 55.7280 images/s [03/13 11:43:26] ppdet.engine INFO: Epoch: [169] [340/610] learning_rate: 0.095859 loss_vfl: 0.817120 loss_bbox: 0.365332 loss_dfl: 0.378524 loss: 1.565934 eta: 21:38:43 batch_cost: 0.9836 data_cost: 0.0004 ips: 48.7990 images/s [03/13 11:43:48] ppdet.engine INFO: Epoch: [169] [360/610] learning_rate: 0.095818 loss_vfl: 0.870656 loss_bbox: 0.377694 loss_dfl: 0.388738 loss: 1.618037 eta: 21:38:24 batch_cost: 1.0094 data_cost: 0.0004 ips: 47.5526 images/s [03/13 11:44:09] ppdet.engine INFO: Epoch: [169] [380/610] learning_rate: 0.095778 loss_vfl: 0.924222 loss_bbox: 0.397816 loss_dfl: 0.411033 loss: 1.737336 eta: 21:38:04 batch_cost: 0.9229 data_cost: 0.0004 ips: 52.0080 images/s [03/13 11:44:30] ppdet.engine INFO: Epoch: [169] [400/610] learning_rate: 0.095737 loss_vfl: 0.915817 loss_bbox: 0.391442 loss_dfl: 0.411975 loss: 1.717352 eta: 21:37:44 batch_cost: 0.9523 data_cost: 0.0004 ips: 50.4044 images/s [03/13 11:44:52] ppdet.engine INFO: Epoch: [169] [420/610] learning_rate: 0.095697 loss_vfl: 0.871611 loss_bbox: 0.377219 loss_dfl: 0.379092 loss: 1.577502 eta: 21:37:24 batch_cost: 0.9949 data_cost: 0.0004 ips: 48.2441 images/s [03/13 11:45:13] ppdet.engine INFO: Epoch: [169] [440/610] learning_rate: 0.095656 loss_vfl: 0.821268 loss_bbox: 0.367408 loss_dfl: 0.365265 loss: 1.538615 eta: 21:37:04 batch_cost: 0.9325 data_cost: 0.0004 ips: 51.4761 images/s [03/13 11:45:35] ppdet.engine INFO: Epoch: [169] [460/610] learning_rate: 0.095616 loss_vfl: 0.880433 loss_bbox: 0.393030 loss_dfl: 0.404560 loss: 1.697129 eta: 21:36:44 batch_cost: 0.9784 data_cost: 0.0016 ips: 49.0617 images/s [03/13 11:45:56] ppdet.engine INFO: Epoch: [169] [480/610] learning_rate: 0.095576 loss_vfl: 0.898482 loss_bbox: 0.386247 loss_dfl: 0.394190 loss: 1.674937 eta: 21:36:24 batch_cost: 0.9523 data_cost: 0.0004 ips: 50.4036 images/s [03/13 11:46:17] ppdet.engine INFO: Epoch: [169] [500/610] learning_rate: 0.095535 loss_vfl: 0.868535 loss_bbox: 0.367624 loss_dfl: 0.386316 loss: 1.636499 eta: 21:36:03 batch_cost: 0.8390 data_cost: 0.0006 ips: 57.2108 images/s [03/13 11:46:40] ppdet.engine INFO: Epoch: [169] [520/610] learning_rate: 0.095495 loss_vfl: 0.881141 loss_bbox: 0.398723 loss_dfl: 0.397251 loss: 1.662850 eta: 21:35:44 batch_cost: 1.0479 data_cost: 0.0004 ips: 45.8042 images/s [03/13 11:47:00] ppdet.engine INFO: Epoch: [169] [540/610] learning_rate: 0.095454 loss_vfl: 0.857849 loss_bbox: 0.393438 loss_dfl: 0.400920 loss: 1.650144 eta: 21:35:23 batch_cost: 0.9088 data_cost: 0.0004 ips: 52.8157 images/s [03/13 11:47:22] ppdet.engine INFO: Epoch: [169] [560/610] learning_rate: 0.095414 loss_vfl: 0.875629 loss_bbox: 0.369792 loss_dfl: 0.379084 loss: 1.598835 eta: 21:35:03 batch_cost: 0.8947 data_cost: 0.0004 ips: 53.6516 images/s [03/13 11:47:42] ppdet.engine INFO: Epoch: [169] [580/610] learning_rate: 0.095374 loss_vfl: 0.853444 loss_bbox: 0.375394 loss_dfl: 0.383149 loss: 1.621366 eta: 21:34:42 batch_cost: 0.8937 data_cost: 0.0004 ips: 53.7109 images/s [03/13 11:48:02] ppdet.engine INFO: Epoch: [169] [600/610] learning_rate: 0.095333 loss_vfl: 0.904155 loss_bbox: 0.405578 loss_dfl: 0.403737 loss: 1.718042 eta: 21:34:20 batch_cost: 0.8410 data_cost: 0.0005 ips: 57.0772 images/s [03/13 11:48:11] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 11:48:12] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 11:48:12] ppdet.engine INFO: Eval iter: 0 [03/13 11:48:34] ppdet.engine INFO: Eval iter: 100 [03/13 11:48:43] ppdet.engine INFO: Eval iter: 200 [03/13 11:48:52] ppdet.engine INFO: Eval iter: 300 [03/13 11:49:00] ppdet.engine INFO: Eval iter: 400 [03/13 11:49:09] ppdet.engine INFO: Eval iter: 500 [03/13 11:49:18] ppdet.engine INFO: Eval iter: 600 [03/13 11:49:31] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.02s) creating index... index created! [03/13 11:49:32] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.16s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=58.83s). Accumulating evaluation results... DONE (t=12.06s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.371 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.529 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.395 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.152 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.312 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.496 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.249 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.595 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768 [03/13 11:50:50] ppdet.engine INFO: Total sample number: 4952, averge FPS: 71.44061207710222 [03/13 11:50:50] ppdet.engine INFO: Best test bbox ap is 0.371. [03/13 11:50:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 11:50:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 11:50:51] ppdet.engine INFO: Epoch: [170] [ 0/610] learning_rate: 0.095313 loss_vfl: 0.967267 loss_bbox: 0.412122 loss_dfl: 0.420356 loss: 1.797690 eta: 21:34:06 batch_cost: 0.6232 data_cost: 0.0004 ips: 77.0231 images/s [03/13 11:51:14] ppdet.engine INFO: Epoch: [170] [ 20/610] learning_rate: 0.095273 loss_vfl: 0.895598 loss_bbox: 0.380568 loss_dfl: 0.391835 loss: 1.666815 eta: 21:33:47 batch_cost: 0.9911 data_cost: 0.0004 ips: 48.4310 images/s [03/13 11:51:36] ppdet.engine INFO: Epoch: [170] [ 40/610] learning_rate: 0.095232 loss_vfl: 0.930734 loss_bbox: 0.417725 loss_dfl: 0.415158 loss: 1.730367 eta: 21:33:27 batch_cost: 0.9529 data_cost: 0.0006 ips: 50.3706 images/s [03/13 11:51:59] ppdet.engine INFO: Epoch: [170] [ 60/610] learning_rate: 0.095192 loss_vfl: 0.863710 loss_bbox: 0.370688 loss_dfl: 0.388086 loss: 1.634175 eta: 21:33:07 batch_cost: 0.9673 data_cost: 0.0004 ips: 49.6222 images/s [03/13 11:52:21] ppdet.engine INFO: Epoch: [170] [ 80/610] learning_rate: 0.095152 loss_vfl: 0.907416 loss_bbox: 0.387365 loss_dfl: 0.401156 loss: 1.698283 eta: 21:32:47 batch_cost: 0.9551 data_cost: 0.0004 ips: 50.2565 images/s [03/13 11:52:41] ppdet.engine INFO: Epoch: [170] [100/610] learning_rate: 0.095111 loss_vfl: 0.877497 loss_bbox: 0.392962 loss_dfl: 0.388026 loss: 1.653643 eta: 21:32:26 batch_cost: 0.9086 data_cost: 0.0005 ips: 52.8284 images/s [03/13 11:53:04] ppdet.engine INFO: Epoch: [170] [120/610] learning_rate: 0.095071 loss_vfl: 0.827056 loss_bbox: 0.374316 loss_dfl: 0.383071 loss: 1.582063 eta: 21:32:06 batch_cost: 0.9595 data_cost: 0.0008 ips: 50.0265 images/s [03/13 11:53:25] ppdet.engine INFO: Epoch: [170] [140/610] learning_rate: 0.095030 loss_vfl: 0.862410 loss_bbox: 0.371070 loss_dfl: 0.379730 loss: 1.621958 eta: 21:31:46 batch_cost: 0.9158 data_cost: 0.0004 ips: 52.4125 images/s [03/13 11:53:48] ppdet.engine INFO: Epoch: [170] [160/610] learning_rate: 0.094990 loss_vfl: 0.846775 loss_bbox: 0.373305 loss_dfl: 0.384393 loss: 1.597592 eta: 21:31:27 batch_cost: 0.9962 data_cost: 0.0004 ips: 48.1819 images/s [03/13 11:54:09] ppdet.engine INFO: Epoch: [170] [180/610] learning_rate: 0.094950 loss_vfl: 0.870925 loss_bbox: 0.387495 loss_dfl: 0.386547 loss: 1.644236 eta: 21:31:06 batch_cost: 0.8908 data_cost: 0.0004 ips: 53.8828 images/s [03/13 11:54:30] ppdet.engine INFO: Epoch: [170] [200/610] learning_rate: 0.094909 loss_vfl: 0.819401 loss_bbox: 0.368249 loss_dfl: 0.372667 loss: 1.555937 eta: 21:30:46 batch_cost: 0.9808 data_cost: 0.0004 ips: 48.9412 images/s [03/13 11:54:51] ppdet.engine INFO: Epoch: [170] [220/610] learning_rate: 0.094869 loss_vfl: 0.886215 loss_bbox: 0.406762 loss_dfl: 0.391290 loss: 1.692301 eta: 21:30:26 batch_cost: 0.9508 data_cost: 0.0004 ips: 50.4855 images/s [03/13 11:55:14] ppdet.engine INFO: Epoch: [170] [240/610] learning_rate: 0.094829 loss_vfl: 0.877633 loss_bbox: 0.397557 loss_dfl: 0.399015 loss: 1.669458 eta: 21:30:06 batch_cost: 0.9659 data_cost: 0.0004 ips: 49.6921 images/s [03/13 11:55:36] ppdet.engine INFO: Epoch: [170] [260/610] learning_rate: 0.094788 loss_vfl: 0.893893 loss_bbox: 0.383946 loss_dfl: 0.400438 loss: 1.639884 eta: 21:29:48 batch_cost: 1.0450 data_cost: 0.0004 ips: 45.9317 images/s [03/13 11:55:57] ppdet.engine INFO: Epoch: [170] [280/610] learning_rate: 0.094748 loss_vfl: 0.899400 loss_bbox: 0.387986 loss_dfl: 0.405884 loss: 1.679214 eta: 21:29:26 batch_cost: 0.8556 data_cost: 0.0004 ips: 56.1029 images/s [03/13 11:56:19] ppdet.engine INFO: Epoch: [170] [300/610] learning_rate: 0.094708 loss_vfl: 0.887244 loss_bbox: 0.395590 loss_dfl: 0.409439 loss: 1.723249 eta: 21:29:07 batch_cost: 1.0117 data_cost: 0.0005 ips: 47.4450 images/s [03/13 11:56:40] ppdet.engine INFO: Epoch: [170] [320/610] learning_rate: 0.094667 loss_vfl: 0.849084 loss_bbox: 0.371005 loss_dfl: 0.384057 loss: 1.595779 eta: 21:28:46 batch_cost: 0.8804 data_cost: 0.0004 ips: 54.5190 images/s [03/13 11:57:02] ppdet.engine INFO: Epoch: [170] [340/610] learning_rate: 0.094627 loss_vfl: 0.857640 loss_bbox: 0.388766 loss_dfl: 0.386883 loss: 1.654382 eta: 21:28:27 batch_cost: 0.9956 data_cost: 0.0004 ips: 48.2104 images/s [03/13 11:57:24] ppdet.engine INFO: Epoch: [170] [360/610] learning_rate: 0.094587 loss_vfl: 0.932119 loss_bbox: 0.406902 loss_dfl: 0.418466 loss: 1.766709 eta: 21:28:07 batch_cost: 0.9736 data_cost: 0.0004 ips: 49.3026 images/s [03/13 11:57:44] ppdet.engine INFO: Epoch: [170] [380/610] learning_rate: 0.094546 loss_vfl: 0.924512 loss_bbox: 0.396026 loss_dfl: 0.407042 loss: 1.734011 eta: 21:27:46 batch_cost: 0.8712 data_cost: 0.0004 ips: 55.0947 images/s [03/13 11:58:06] ppdet.engine INFO: Epoch: [170] [400/610] learning_rate: 0.094506 loss_vfl: 0.850227 loss_bbox: 0.394555 loss_dfl: 0.387683 loss: 1.629993 eta: 21:27:25 batch_cost: 0.9274 data_cost: 0.0012 ips: 51.7597 images/s [03/13 11:58:27] ppdet.engine INFO: Epoch: [170] [420/610] learning_rate: 0.094466 loss_vfl: 0.897151 loss_bbox: 0.383619 loss_dfl: 0.403600 loss: 1.675352 eta: 21:27:05 batch_cost: 0.9513 data_cost: 0.0004 ips: 50.4551 images/s [03/13 11:58:49] ppdet.engine INFO: Epoch: [170] [440/610] learning_rate: 0.094425 loss_vfl: 0.867227 loss_bbox: 0.398268 loss_dfl: 0.402108 loss: 1.654238 eta: 21:26:46 batch_cost: 0.9978 data_cost: 0.0004 ips: 48.1045 images/s [03/13 11:59:11] ppdet.engine INFO: Epoch: [170] [460/610] learning_rate: 0.094385 loss_vfl: 0.901196 loss_bbox: 0.395762 loss_dfl: 0.405680 loss: 1.704227 eta: 21:26:27 batch_cost: 1.0051 data_cost: 0.0004 ips: 47.7549 images/s [03/13 11:59:33] ppdet.engine INFO: Epoch: [170] [480/610] learning_rate: 0.094345 loss_vfl: 0.894042 loss_bbox: 0.365322 loss_dfl: 0.380619 loss: 1.651707 eta: 21:26:08 batch_cost: 0.9960 data_cost: 0.0004 ips: 48.1943 images/s [03/13 11:59:53] ppdet.engine INFO: Epoch: [170] [500/610] learning_rate: 0.094304 loss_vfl: 0.954234 loss_bbox: 0.405497 loss_dfl: 0.420802 loss: 1.790820 eta: 21:25:47 batch_cost: 0.9283 data_cost: 0.0004 ips: 51.7072 images/s [03/13 12:00:15] ppdet.engine INFO: Epoch: [170] [520/610] learning_rate: 0.094264 loss_vfl: 0.893308 loss_bbox: 0.406967 loss_dfl: 0.411714 loss: 1.710600 eta: 21:25:28 batch_cost: 0.9724 data_cost: 0.0004 ips: 49.3622 images/s [03/13 12:00:37] ppdet.engine INFO: Epoch: [170] [540/610] learning_rate: 0.094224 loss_vfl: 0.867727 loss_bbox: 0.405055 loss_dfl: 0.397228 loss: 1.667407 eta: 21:25:07 batch_cost: 0.8987 data_cost: 0.0004 ips: 53.4103 images/s [03/13 12:00:58] ppdet.engine INFO: Epoch: [170] [560/610] learning_rate: 0.094183 loss_vfl: 0.891431 loss_bbox: 0.382271 loss_dfl: 0.391782 loss: 1.664540 eta: 21:24:47 batch_cost: 0.9567 data_cost: 0.0010 ips: 50.1733 images/s [03/13 12:01:20] ppdet.engine INFO: Epoch: [170] [580/610] learning_rate: 0.094143 loss_vfl: 0.841616 loss_bbox: 0.382656 loss_dfl: 0.381685 loss: 1.593623 eta: 21:24:28 batch_cost: 1.0237 data_cost: 0.0004 ips: 46.8877 images/s [03/13 12:01:41] ppdet.engine INFO: Epoch: [170] [600/610] learning_rate: 0.094103 loss_vfl: 0.842112 loss_bbox: 0.360276 loss_dfl: 0.371562 loss: 1.573958 eta: 21:24:07 batch_cost: 0.8704 data_cost: 0.0005 ips: 55.1470 images/s [03/13 12:02:02] ppdet.engine INFO: Epoch: [171] [ 0/610] learning_rate: 0.094083 loss_vfl: 0.901788 loss_bbox: 0.384971 loss_dfl: 0.395936 loss: 1.701376 eta: 21:24:03 batch_cost: 1.2931 data_cost: 0.5468 ips: 37.1188 images/s [03/13 12:02:26] ppdet.engine INFO: Epoch: [171] [ 20/610] learning_rate: 0.094042 loss_vfl: 0.883963 loss_bbox: 0.382530 loss_dfl: 0.389454 loss: 1.641340 eta: 21:23:45 batch_cost: 1.1062 data_cost: 0.0010 ips: 43.3900 images/s [03/13 12:02:48] ppdet.engine INFO: Epoch: [171] [ 40/610] learning_rate: 0.094002 loss_vfl: 0.832647 loss_bbox: 0.367510 loss_dfl: 0.374390 loss: 1.592475 eta: 21:23:26 batch_cost: 1.0275 data_cost: 0.0004 ips: 46.7173 images/s [03/13 12:03:09] ppdet.engine INFO: Epoch: [171] [ 60/610] learning_rate: 0.093962 loss_vfl: 0.875649 loss_bbox: 0.388092 loss_dfl: 0.388741 loss: 1.658353 eta: 21:23:06 batch_cost: 0.9475 data_cost: 0.0004 ips: 50.6599 images/s [03/13 12:03:31] ppdet.engine INFO: Epoch: [171] [ 80/610] learning_rate: 0.093921 loss_vfl: 0.885974 loss_bbox: 0.397228 loss_dfl: 0.404374 loss: 1.687215 eta: 21:22:46 batch_cost: 0.9507 data_cost: 0.0004 ips: 50.4891 images/s [03/13 12:03:53] ppdet.engine INFO: Epoch: [171] [100/610] learning_rate: 0.093881 loss_vfl: 0.836898 loss_bbox: 0.384844 loss_dfl: 0.386835 loss: 1.588633 eta: 21:22:26 batch_cost: 0.9737 data_cost: 0.0006 ips: 49.2977 images/s [03/13 12:04:13] ppdet.engine INFO: Epoch: [171] [120/610] learning_rate: 0.093841 loss_vfl: 0.906002 loss_bbox: 0.423591 loss_dfl: 0.406786 loss: 1.745722 eta: 21:22:06 batch_cost: 0.9019 data_cost: 0.0004 ips: 53.2191 images/s [03/13 12:04:35] ppdet.engine INFO: Epoch: [171] [140/610] learning_rate: 0.093801 loss_vfl: 0.833913 loss_bbox: 0.374525 loss_dfl: 0.393461 loss: 1.608382 eta: 21:21:46 batch_cost: 0.9531 data_cost: 0.0005 ips: 50.3616 images/s [03/13 12:04:56] ppdet.engine INFO: Epoch: [171] [160/610] learning_rate: 0.093760 loss_vfl: 0.901011 loss_bbox: 0.385493 loss_dfl: 0.393710 loss: 1.703889 eta: 21:21:25 batch_cost: 0.8854 data_cost: 0.0013 ips: 54.2134 images/s [03/13 12:05:18] ppdet.engine INFO: Epoch: [171] [180/610] learning_rate: 0.093720 loss_vfl: 0.920657 loss_bbox: 0.391011 loss_dfl: 0.403049 loss: 1.702995 eta: 21:21:05 batch_cost: 0.9602 data_cost: 0.0004 ips: 49.9887 images/s [03/13 12:05:41] ppdet.engine INFO: Epoch: [171] [200/610] learning_rate: 0.093680 loss_vfl: 0.873708 loss_bbox: 0.380104 loss_dfl: 0.392709 loss: 1.648717 eta: 21:20:45 batch_cost: 0.9917 data_cost: 0.0005 ips: 48.4034 images/s [03/13 12:06:02] ppdet.engine INFO: Epoch: [171] [220/610] learning_rate: 0.093640 loss_vfl: 0.836803 loss_bbox: 0.360830 loss_dfl: 0.376067 loss: 1.571252 eta: 21:20:24 batch_cost: 0.8431 data_cost: 0.0004 ips: 56.9357 images/s [03/13 12:06:24] ppdet.engine INFO: Epoch: [171] [240/610] learning_rate: 0.093599 loss_vfl: 0.878648 loss_bbox: 0.373781 loss_dfl: 0.381254 loss: 1.619446 eta: 21:20:04 batch_cost: 0.9987 data_cost: 0.0004 ips: 48.0611 images/s [03/13 12:06:45] ppdet.engine INFO: Epoch: [171] [260/610] learning_rate: 0.093559 loss_vfl: 0.867649 loss_bbox: 0.396455 loss_dfl: 0.395870 loss: 1.657038 eta: 21:19:44 batch_cost: 0.9522 data_cost: 0.0004 ips: 50.4086 images/s [03/13 12:07:07] ppdet.engine INFO: Epoch: [171] [280/610] learning_rate: 0.093519 loss_vfl: 0.866858 loss_bbox: 0.377754 loss_dfl: 0.386646 loss: 1.647722 eta: 21:19:25 batch_cost: 1.0115 data_cost: 0.0004 ips: 47.4530 images/s [03/13 12:07:29] ppdet.engine INFO: Epoch: [171] [300/610] learning_rate: 0.093479 loss_vfl: 0.870027 loss_bbox: 0.395666 loss_dfl: 0.401716 loss: 1.662412 eta: 21:19:05 batch_cost: 0.9359 data_cost: 0.0004 ips: 51.2867 images/s [03/13 12:07:51] ppdet.engine INFO: Epoch: [171] [320/610] learning_rate: 0.093438 loss_vfl: 0.935505 loss_bbox: 0.378493 loss_dfl: 0.406880 loss: 1.729268 eta: 21:18:45 batch_cost: 0.9481 data_cost: 0.0004 ips: 50.6260 images/s [03/13 12:08:11] ppdet.engine INFO: Epoch: [171] [340/610] learning_rate: 0.093398 loss_vfl: 0.894699 loss_bbox: 0.386312 loss_dfl: 0.395474 loss: 1.686110 eta: 21:18:24 batch_cost: 0.9089 data_cost: 0.0004 ips: 52.8100 images/s [03/13 12:08:33] ppdet.engine INFO: Epoch: [171] [360/610] learning_rate: 0.093358 loss_vfl: 0.870138 loss_bbox: 0.397806 loss_dfl: 0.394321 loss: 1.656337 eta: 21:18:05 batch_cost: 1.0090 data_cost: 0.0004 ips: 47.5721 images/s [03/13 12:08:54] ppdet.engine INFO: Epoch: [171] [380/610] learning_rate: 0.093318 loss_vfl: 0.829885 loss_bbox: 0.360424 loss_dfl: 0.376797 loss: 1.537286 eta: 21:17:45 batch_cost: 0.9369 data_cost: 0.0004 ips: 51.2310 images/s [03/13 12:09:16] ppdet.engine INFO: Epoch: [171] [400/610] learning_rate: 0.093277 loss_vfl: 0.860177 loss_bbox: 0.382828 loss_dfl: 0.378529 loss: 1.620246 eta: 21:17:25 batch_cost: 0.9744 data_cost: 0.0004 ips: 49.2634 images/s [03/13 12:09:37] ppdet.engine INFO: Epoch: [171] [420/610] learning_rate: 0.093237 loss_vfl: 0.853822 loss_bbox: 0.383635 loss_dfl: 0.383151 loss: 1.604198 eta: 21:17:05 batch_cost: 0.9199 data_cost: 0.0009 ips: 52.1809 images/s [03/13 12:09:58] ppdet.engine INFO: Epoch: [171] [440/610] learning_rate: 0.093197 loss_vfl: 0.865170 loss_bbox: 0.410133 loss_dfl: 0.414152 loss: 1.678910 eta: 21:16:45 batch_cost: 0.9221 data_cost: 0.0004 ips: 52.0547 images/s [03/13 12:10:20] ppdet.engine INFO: Epoch: [171] [460/610] learning_rate: 0.093157 loss_vfl: 0.842725 loss_bbox: 0.394035 loss_dfl: 0.389263 loss: 1.615932 eta: 21:16:25 batch_cost: 1.0060 data_cost: 0.0004 ips: 47.7151 images/s [03/13 12:10:42] ppdet.engine INFO: Epoch: [171] [480/610] learning_rate: 0.093116 loss_vfl: 0.840464 loss_bbox: 0.365788 loss_dfl: 0.373485 loss: 1.586081 eta: 21:16:06 batch_cost: 1.0188 data_cost: 0.0004 ips: 47.1155 images/s [03/13 12:11:04] ppdet.engine INFO: Epoch: [171] [500/610] learning_rate: 0.093076 loss_vfl: 0.840710 loss_bbox: 0.361274 loss_dfl: 0.378007 loss: 1.581297 eta: 21:15:46 batch_cost: 0.9217 data_cost: 0.0004 ips: 52.0761 images/s [03/13 12:11:25] ppdet.engine INFO: Epoch: [171] [520/610] learning_rate: 0.093036 loss_vfl: 0.839955 loss_bbox: 0.364282 loss_dfl: 0.375419 loss: 1.577526 eta: 21:15:26 batch_cost: 0.9352 data_cost: 0.0004 ips: 51.3246 images/s [03/13 12:11:46] ppdet.engine INFO: Epoch: [171] [540/610] learning_rate: 0.092996 loss_vfl: 0.888697 loss_bbox: 0.388102 loss_dfl: 0.394996 loss: 1.656865 eta: 21:15:06 batch_cost: 0.9499 data_cost: 0.0004 ips: 50.5340 images/s [03/13 12:12:08] ppdet.engine INFO: Epoch: [171] [560/610] learning_rate: 0.092956 loss_vfl: 0.856848 loss_bbox: 0.368325 loss_dfl: 0.373695 loss: 1.596375 eta: 21:14:46 batch_cost: 0.9620 data_cost: 0.0006 ips: 49.8980 images/s [03/13 12:12:29] ppdet.engine INFO: Epoch: [171] [580/610] learning_rate: 0.092915 loss_vfl: 0.935641 loss_bbox: 0.390798 loss_dfl: 0.406028 loss: 1.745321 eta: 21:14:27 batch_cost: 0.9911 data_cost: 0.0004 ips: 48.4301 images/s [03/13 12:12:51] ppdet.engine INFO: Epoch: [171] [600/610] learning_rate: 0.092875 loss_vfl: 0.891899 loss_bbox: 0.390258 loss_dfl: 0.396650 loss: 1.649939 eta: 21:14:05 batch_cost: 0.8793 data_cost: 0.0007 ips: 54.5871 images/s [03/13 12:13:11] ppdet.engine INFO: Epoch: [172] [ 0/610] learning_rate: 0.092855 loss_vfl: 0.836998 loss_bbox: 0.371658 loss_dfl: 0.380659 loss: 1.592656 eta: 21:14:00 batch_cost: 1.2489 data_cost: 0.5151 ips: 38.4340 images/s [03/13 12:13:37] ppdet.engine INFO: Epoch: [172] [ 20/610] learning_rate: 0.092815 loss_vfl: 0.859946 loss_bbox: 0.381099 loss_dfl: 0.390324 loss: 1.645818 eta: 21:13:44 batch_cost: 1.2007 data_cost: 0.0005 ips: 39.9780 images/s [03/13 12:13:59] ppdet.engine INFO: Epoch: [172] [ 40/610] learning_rate: 0.092775 loss_vfl: 0.838763 loss_bbox: 0.380221 loss_dfl: 0.392248 loss: 1.603493 eta: 21:13:24 batch_cost: 0.9518 data_cost: 0.0004 ips: 50.4330 images/s [03/13 12:14:22] ppdet.engine INFO: Epoch: [172] [ 60/610] learning_rate: 0.092735 loss_vfl: 0.853792 loss_bbox: 0.386877 loss_dfl: 0.378048 loss: 1.619164 eta: 21:13:05 batch_cost: 1.0029 data_cost: 0.0006 ips: 47.8627 images/s [03/13 12:14:43] ppdet.engine INFO: Epoch: [172] [ 80/610] learning_rate: 0.092694 loss_vfl: 0.894925 loss_bbox: 0.384528 loss_dfl: 0.398728 loss: 1.719880 eta: 21:12:45 batch_cost: 0.9332 data_cost: 0.0004 ips: 51.4353 images/s [03/13 12:15:04] ppdet.engine INFO: Epoch: [172] [100/610] learning_rate: 0.092654 loss_vfl: 0.892380 loss_bbox: 0.399308 loss_dfl: 0.403489 loss: 1.674518 eta: 21:12:24 batch_cost: 0.9353 data_cost: 0.0004 ips: 51.3180 images/s [03/13 12:15:25] ppdet.engine INFO: Epoch: [172] [120/610] learning_rate: 0.092614 loss_vfl: 0.921646 loss_bbox: 0.411609 loss_dfl: 0.415281 loss: 1.759465 eta: 21:12:03 batch_cost: 0.8870 data_cost: 0.0004 ips: 54.1133 images/s [03/13 12:15:47] ppdet.engine INFO: Epoch: [172] [140/610] learning_rate: 0.092574 loss_vfl: 0.845187 loss_bbox: 0.363585 loss_dfl: 0.371933 loss: 1.596163 eta: 21:11:43 batch_cost: 0.9502 data_cost: 0.0008 ips: 50.5173 images/s [03/13 12:16:08] ppdet.engine INFO: Epoch: [172] [160/610] learning_rate: 0.092534 loss_vfl: 0.890971 loss_bbox: 0.398849 loss_dfl: 0.400033 loss: 1.683290 eta: 21:11:23 batch_cost: 0.9339 data_cost: 0.0004 ips: 51.3981 images/s [03/13 12:16:31] ppdet.engine INFO: Epoch: [172] [180/610] learning_rate: 0.092493 loss_vfl: 0.903657 loss_bbox: 0.405532 loss_dfl: 0.421379 loss: 1.730923 eta: 21:11:05 batch_cost: 1.0754 data_cost: 0.0004 ips: 44.6339 images/s [03/13 12:16:53] ppdet.engine INFO: Epoch: [172] [200/610] learning_rate: 0.092453 loss_vfl: 0.893015 loss_bbox: 0.398252 loss_dfl: 0.394738 loss: 1.686450 eta: 21:10:45 batch_cost: 0.9407 data_cost: 0.0004 ips: 51.0271 images/s [03/13 12:17:14] ppdet.engine INFO: Epoch: [172] [220/610] learning_rate: 0.092413 loss_vfl: 0.904266 loss_bbox: 0.392568 loss_dfl: 0.398686 loss: 1.709240 eta: 21:10:25 batch_cost: 0.9743 data_cost: 0.0008 ips: 49.2660 images/s [03/13 12:17:36] ppdet.engine INFO: Epoch: [172] [240/610] learning_rate: 0.092373 loss_vfl: 0.882178 loss_bbox: 0.397333 loss_dfl: 0.408302 loss: 1.699565 eta: 21:10:05 batch_cost: 0.9228 data_cost: 0.0004 ips: 52.0183 images/s [03/13 12:17:57] ppdet.engine INFO: Epoch: [172] [260/610] learning_rate: 0.092333 loss_vfl: 0.888354 loss_bbox: 0.394490 loss_dfl: 0.392504 loss: 1.658104 eta: 21:09:45 batch_cost: 0.9404 data_cost: 0.0004 ips: 51.0443 images/s [03/13 12:18:19] ppdet.engine INFO: Epoch: [172] [280/610] learning_rate: 0.092293 loss_vfl: 0.890664 loss_bbox: 0.399810 loss_dfl: 0.404816 loss: 1.704970 eta: 21:09:26 batch_cost: 1.0145 data_cost: 0.0004 ips: 47.3119 images/s [03/13 12:18:40] ppdet.engine INFO: Epoch: [172] [300/610] learning_rate: 0.092252 loss_vfl: 0.868771 loss_bbox: 0.390966 loss_dfl: 0.381507 loss: 1.642882 eta: 21:09:05 batch_cost: 0.9361 data_cost: 0.0004 ips: 51.2741 images/s [03/13 12:19:02] ppdet.engine INFO: Epoch: [172] [320/610] learning_rate: 0.092212 loss_vfl: 0.846505 loss_bbox: 0.376317 loss_dfl: 0.382809 loss: 1.611367 eta: 21:08:45 batch_cost: 0.9369 data_cost: 0.0004 ips: 51.2343 images/s [03/13 12:19:24] ppdet.engine INFO: Epoch: [172] [340/610] learning_rate: 0.092172 loss_vfl: 0.921887 loss_bbox: 0.419409 loss_dfl: 0.417452 loss: 1.777634 eta: 21:08:25 batch_cost: 0.9456 data_cost: 0.0004 ips: 50.7599 images/s [03/13 12:19:46] ppdet.engine INFO: Epoch: [172] [360/610] learning_rate: 0.092132 loss_vfl: 0.840153 loss_bbox: 0.371867 loss_dfl: 0.382990 loss: 1.604401 eta: 21:08:05 batch_cost: 0.9449 data_cost: 0.0004 ips: 50.7993 images/s [03/13 12:20:08] ppdet.engine INFO: Epoch: [172] [380/610] learning_rate: 0.092092 loss_vfl: 0.914464 loss_bbox: 0.380612 loss_dfl: 0.393164 loss: 1.683573 eta: 21:07:45 batch_cost: 0.9548 data_cost: 0.0004 ips: 50.2736 images/s [03/13 12:20:30] ppdet.engine INFO: Epoch: [172] [400/610] learning_rate: 0.092052 loss_vfl: 0.900710 loss_bbox: 0.381333 loss_dfl: 0.399529 loss: 1.671431 eta: 21:07:24 batch_cost: 0.9035 data_cost: 0.0004 ips: 53.1260 images/s [03/13 12:20:51] ppdet.engine INFO: Epoch: [172] [420/610] learning_rate: 0.092012 loss_vfl: 0.882006 loss_bbox: 0.405469 loss_dfl: 0.402717 loss: 1.691857 eta: 21:07:05 batch_cost: 0.9625 data_cost: 0.0004 ips: 49.8696 images/s [03/13 12:21:13] ppdet.engine INFO: Epoch: [172] [440/610] learning_rate: 0.091972 loss_vfl: 0.907533 loss_bbox: 0.394858 loss_dfl: 0.408091 loss: 1.716303 eta: 21:06:45 batch_cost: 0.9741 data_cost: 0.0004 ips: 49.2744 images/s [03/13 12:21:34] ppdet.engine INFO: Epoch: [172] [460/610] learning_rate: 0.091931 loss_vfl: 0.896525 loss_bbox: 0.395033 loss_dfl: 0.399165 loss: 1.689178 eta: 21:06:25 batch_cost: 0.9573 data_cost: 0.0004 ips: 50.1398 images/s [03/13 12:21:56] ppdet.engine INFO: Epoch: [172] [480/610] learning_rate: 0.091891 loss_vfl: 0.926807 loss_bbox: 0.405182 loss_dfl: 0.406225 loss: 1.738214 eta: 21:06:05 batch_cost: 0.9536 data_cost: 0.0004 ips: 50.3364 images/s [03/13 12:22:18] ppdet.engine INFO: Epoch: [172] [500/610] learning_rate: 0.091851 loss_vfl: 0.910677 loss_bbox: 0.390194 loss_dfl: 0.414827 loss: 1.730237 eta: 21:05:45 batch_cost: 0.9428 data_cost: 0.0004 ips: 50.9113 images/s [03/13 12:22:39] ppdet.engine INFO: Epoch: [172] [520/610] learning_rate: 0.091811 loss_vfl: 0.850752 loss_bbox: 0.369950 loss_dfl: 0.377580 loss: 1.603621 eta: 21:05:24 batch_cost: 0.9208 data_cost: 0.0012 ips: 52.1264 images/s [03/13 12:23:01] ppdet.engine INFO: Epoch: [172] [540/610] learning_rate: 0.091771 loss_vfl: 0.898348 loss_bbox: 0.396074 loss_dfl: 0.406119 loss: 1.706630 eta: 21:05:04 batch_cost: 0.9389 data_cost: 0.0004 ips: 51.1239 images/s [03/13 12:23:22] ppdet.engine INFO: Epoch: [172] [560/610] learning_rate: 0.091731 loss_vfl: 0.902025 loss_bbox: 0.389584 loss_dfl: 0.395996 loss: 1.702970 eta: 21:04:44 batch_cost: 0.9496 data_cost: 0.0010 ips: 50.5494 images/s [03/13 12:23:45] ppdet.engine INFO: Epoch: [172] [580/610] learning_rate: 0.091691 loss_vfl: 0.896103 loss_bbox: 0.394853 loss_dfl: 0.401302 loss: 1.715525 eta: 21:04:25 batch_cost: 0.9957 data_cost: 0.0009 ips: 48.2064 images/s [03/13 12:24:06] ppdet.engine INFO: Epoch: [172] [600/610] learning_rate: 0.091651 loss_vfl: 0.891227 loss_bbox: 0.392308 loss_dfl: 0.393187 loss: 1.671995 eta: 21:04:05 batch_cost: 0.9628 data_cost: 0.0007 ips: 49.8528 images/s [03/13 12:24:28] ppdet.engine INFO: Epoch: [173] [ 0/610] learning_rate: 0.091631 loss_vfl: 0.905157 loss_bbox: 0.392444 loss_dfl: 0.395685 loss: 1.690899 eta: 21:04:01 batch_cost: 1.3803 data_cost: 0.5904 ips: 34.7754 images/s [03/13 12:24:52] ppdet.engine INFO: Epoch: [173] [ 20/610] learning_rate: 0.091590 loss_vfl: 0.926183 loss_bbox: 0.413682 loss_dfl: 0.410837 loss: 1.740297 eta: 21:03:44 batch_cost: 1.1139 data_cost: 0.0004 ips: 43.0915 images/s [03/13 12:25:14] ppdet.engine INFO: Epoch: [173] [ 40/610] learning_rate: 0.091550 loss_vfl: 0.872964 loss_bbox: 0.388087 loss_dfl: 0.393037 loss: 1.650080 eta: 21:03:24 batch_cost: 0.9749 data_cost: 0.0004 ips: 49.2348 images/s [03/13 12:25:35] ppdet.engine INFO: Epoch: [173] [ 60/610] learning_rate: 0.091510 loss_vfl: 0.832861 loss_bbox: 0.367574 loss_dfl: 0.375489 loss: 1.591107 eta: 21:03:04 batch_cost: 0.9416 data_cost: 0.0004 ips: 50.9776 images/s [03/13 12:25:58] ppdet.engine INFO: Epoch: [173] [ 80/610] learning_rate: 0.091470 loss_vfl: 0.836903 loss_bbox: 0.373053 loss_dfl: 0.381321 loss: 1.598990 eta: 21:02:44 batch_cost: 0.9653 data_cost: 0.0004 ips: 49.7268 images/s [03/13 12:26:20] ppdet.engine INFO: Epoch: [173] [100/610] learning_rate: 0.091430 loss_vfl: 0.892304 loss_bbox: 0.406678 loss_dfl: 0.410123 loss: 1.711640 eta: 21:02:25 batch_cost: 1.0360 data_cost: 0.0004 ips: 46.3340 images/s [03/13 12:26:43] ppdet.engine INFO: Epoch: [173] [120/610] learning_rate: 0.091390 loss_vfl: 0.845341 loss_bbox: 0.374663 loss_dfl: 0.376522 loss: 1.599111 eta: 21:02:06 batch_cost: 1.0248 data_cost: 0.0005 ips: 46.8380 images/s [03/13 12:27:05] ppdet.engine INFO: Epoch: [173] [140/610] learning_rate: 0.091350 loss_vfl: 0.904893 loss_bbox: 0.377838 loss_dfl: 0.394108 loss: 1.676379 eta: 21:01:46 batch_cost: 0.9458 data_cost: 0.0004 ips: 50.7490 images/s [03/13 12:27:26] ppdet.engine INFO: Epoch: [173] [160/610] learning_rate: 0.091310 loss_vfl: 0.914812 loss_bbox: 0.399992 loss_dfl: 0.420104 loss: 1.722786 eta: 21:01:26 batch_cost: 0.9319 data_cost: 0.0004 ips: 51.5088 images/s [03/13 12:27:48] ppdet.engine INFO: Epoch: [173] [180/610] learning_rate: 0.091270 loss_vfl: 0.840860 loss_bbox: 0.382448 loss_dfl: 0.379695 loss: 1.598655 eta: 21:01:06 batch_cost: 0.9568 data_cost: 0.0005 ips: 50.1647 images/s [03/13 12:28:08] ppdet.engine INFO: Epoch: [173] [200/610] learning_rate: 0.091230 loss_vfl: 0.878788 loss_bbox: 0.393400 loss_dfl: 0.407944 loss: 1.664061 eta: 21:00:45 batch_cost: 0.8563 data_cost: 0.0006 ips: 56.0536 images/s [03/13 12:28:31] ppdet.engine INFO: Epoch: [173] [220/610] learning_rate: 0.091190 loss_vfl: 0.908755 loss_bbox: 0.390415 loss_dfl: 0.392665 loss: 1.687090 eta: 21:00:25 batch_cost: 0.9459 data_cost: 0.0004 ips: 50.7445 images/s [03/13 12:28:52] ppdet.engine INFO: Epoch: [173] [240/610] learning_rate: 0.091150 loss_vfl: 0.883825 loss_bbox: 0.387206 loss_dfl: 0.387017 loss: 1.663581 eta: 21:00:05 batch_cost: 0.9591 data_cost: 0.0004 ips: 50.0445 images/s [03/13 12:29:14] ppdet.engine INFO: Epoch: [173] [260/610] learning_rate: 0.091110 loss_vfl: 0.857863 loss_bbox: 0.394187 loss_dfl: 0.391030 loss: 1.629929 eta: 20:59:45 batch_cost: 0.9596 data_cost: 0.0004 ips: 50.0209 images/s [03/13 12:29:35] ppdet.engine INFO: Epoch: [173] [280/610] learning_rate: 0.091069 loss_vfl: 0.890343 loss_bbox: 0.393957 loss_dfl: 0.397040 loss: 1.681528 eta: 20:59:24 batch_cost: 0.8889 data_cost: 0.0004 ips: 53.9992 images/s [03/13 12:29:56] ppdet.engine INFO: Epoch: [173] [300/610] learning_rate: 0.091029 loss_vfl: 0.883957 loss_bbox: 0.373095 loss_dfl: 0.397573 loss: 1.666582 eta: 20:59:04 batch_cost: 0.9376 data_cost: 0.0011 ips: 51.1943 images/s [03/13 12:30:17] ppdet.engine INFO: Epoch: [173] [320/610] learning_rate: 0.090989 loss_vfl: 0.850364 loss_bbox: 0.365872 loss_dfl: 0.374127 loss: 1.593472 eta: 20:58:44 batch_cost: 0.9607 data_cost: 0.0004 ips: 49.9655 images/s [03/13 12:30:40] ppdet.engine INFO: Epoch: [173] [340/610] learning_rate: 0.090949 loss_vfl: 0.906175 loss_bbox: 0.397066 loss_dfl: 0.412949 loss: 1.747321 eta: 20:58:24 batch_cost: 0.9546 data_cost: 0.0004 ips: 50.2816 images/s [03/13 12:31:02] ppdet.engine INFO: Epoch: [173] [360/610] learning_rate: 0.090909 loss_vfl: 0.866915 loss_bbox: 0.383327 loss_dfl: 0.393886 loss: 1.662685 eta: 20:58:04 batch_cost: 0.9145 data_cost: 0.0137 ips: 52.4892 images/s [03/13 12:31:24] ppdet.engine INFO: Epoch: [173] [380/610] learning_rate: 0.090869 loss_vfl: 0.823427 loss_bbox: 0.356730 loss_dfl: 0.370814 loss: 1.539174 eta: 20:57:44 batch_cost: 0.9576 data_cost: 0.0004 ips: 50.1266 images/s [03/13 12:31:45] ppdet.engine INFO: Epoch: [173] [400/610] learning_rate: 0.090829 loss_vfl: 0.881810 loss_bbox: 0.380192 loss_dfl: 0.388721 loss: 1.610190 eta: 20:57:23 batch_cost: 0.9264 data_cost: 0.0004 ips: 51.8155 images/s [03/13 12:32:07] ppdet.engine INFO: Epoch: [173] [420/610] learning_rate: 0.090789 loss_vfl: 0.878227 loss_bbox: 0.389995 loss_dfl: 0.393441 loss: 1.639225 eta: 20:57:04 batch_cost: 1.0050 data_cost: 0.0005 ips: 47.7620 images/s [03/13 12:32:28] ppdet.engine INFO: Epoch: [173] [440/610] learning_rate: 0.090749 loss_vfl: 0.902233 loss_bbox: 0.392958 loss_dfl: 0.411911 loss: 1.681459 eta: 20:56:44 batch_cost: 0.9202 data_cost: 0.0004 ips: 52.1615 images/s [03/13 12:32:49] ppdet.engine INFO: Epoch: [173] [460/610] learning_rate: 0.090709 loss_vfl: 0.974778 loss_bbox: 0.439380 loss_dfl: 0.436732 loss: 1.842650 eta: 20:56:23 batch_cost: 0.9069 data_cost: 0.0004 ips: 52.9254 images/s [03/13 12:33:11] ppdet.engine INFO: Epoch: [173] [480/610] learning_rate: 0.090669 loss_vfl: 0.853636 loss_bbox: 0.375943 loss_dfl: 0.383722 loss: 1.614076 eta: 20:56:04 batch_cost: 0.9984 data_cost: 0.0005 ips: 48.0784 images/s [03/13 12:33:33] ppdet.engine INFO: Epoch: [173] [500/610] learning_rate: 0.090629 loss_vfl: 0.863655 loss_bbox: 0.369711 loss_dfl: 0.384731 loss: 1.603882 eta: 20:55:44 batch_cost: 0.9541 data_cost: 0.0004 ips: 50.3078 images/s [03/13 12:33:54] ppdet.engine INFO: Epoch: [173] [520/610] learning_rate: 0.090589 loss_vfl: 0.912222 loss_bbox: 0.383275 loss_dfl: 0.396378 loss: 1.701486 eta: 20:55:25 batch_cost: 0.9928 data_cost: 0.0004 ips: 48.3463 images/s [03/13 12:34:16] ppdet.engine INFO: Epoch: [173] [540/610] learning_rate: 0.090549 loss_vfl: 0.889804 loss_bbox: 0.382756 loss_dfl: 0.396266 loss: 1.680923 eta: 20:55:04 batch_cost: 0.9395 data_cost: 0.0013 ips: 51.0916 images/s [03/13 12:34:38] ppdet.engine INFO: Epoch: [173] [560/610] learning_rate: 0.090509 loss_vfl: 0.848669 loss_bbox: 0.387328 loss_dfl: 0.399152 loss: 1.645477 eta: 20:54:44 batch_cost: 0.9101 data_cost: 0.0004 ips: 52.7432 images/s [03/13 12:35:00] ppdet.engine INFO: Epoch: [173] [580/610] learning_rate: 0.090469 loss_vfl: 0.929585 loss_bbox: 0.414307 loss_dfl: 0.412971 loss: 1.767392 eta: 20:54:24 batch_cost: 0.9494 data_cost: 0.0004 ips: 50.5586 images/s [03/13 12:35:21] ppdet.engine INFO: Epoch: [173] [600/610] learning_rate: 0.090429 loss_vfl: 0.912840 loss_bbox: 0.401083 loss_dfl: 0.411080 loss: 1.719455 eta: 20:54:03 batch_cost: 0.9142 data_cost: 0.0005 ips: 52.5070 images/s [03/13 12:35:42] ppdet.engine INFO: Epoch: [174] [ 0/610] learning_rate: 0.090409 loss_vfl: 0.945506 loss_bbox: 0.418532 loss_dfl: 0.412664 loss: 1.789378 eta: 20:53:59 batch_cost: 1.2882 data_cost: 0.3633 ips: 37.2612 images/s [03/13 12:36:08] ppdet.engine INFO: Epoch: [174] [ 20/610] learning_rate: 0.090369 loss_vfl: 0.839845 loss_bbox: 0.381404 loss_dfl: 0.387959 loss: 1.636543 eta: 20:53:42 batch_cost: 1.1667 data_cost: 0.0004 ips: 41.1428 images/s [03/13 12:36:31] ppdet.engine INFO: Epoch: [174] [ 40/610] learning_rate: 0.090329 loss_vfl: 0.882059 loss_bbox: 0.401442 loss_dfl: 0.404963 loss: 1.703078 eta: 20:53:23 batch_cost: 1.0224 data_cost: 0.0004 ips: 46.9489 images/s [03/13 12:36:53] ppdet.engine INFO: Epoch: [174] [ 60/610] learning_rate: 0.090289 loss_vfl: 0.874189 loss_bbox: 0.377747 loss_dfl: 0.388382 loss: 1.636124 eta: 20:53:04 batch_cost: 0.9734 data_cost: 0.0008 ips: 49.3093 images/s [03/13 12:37:14] ppdet.engine INFO: Epoch: [174] [ 80/610] learning_rate: 0.090249 loss_vfl: 0.836888 loss_bbox: 0.356828 loss_dfl: 0.380761 loss: 1.574237 eta: 20:52:44 batch_cost: 0.9809 data_cost: 0.0004 ips: 48.9356 images/s [03/13 12:37:37] ppdet.engine INFO: Epoch: [174] [100/610] learning_rate: 0.090209 loss_vfl: 0.880193 loss_bbox: 0.361427 loss_dfl: 0.377750 loss: 1.617351 eta: 20:52:24 batch_cost: 0.9247 data_cost: 0.0004 ips: 51.9066 images/s [03/13 12:37:59] ppdet.engine INFO: Epoch: [174] [120/610] learning_rate: 0.090169 loss_vfl: 0.854662 loss_bbox: 0.373704 loss_dfl: 0.386000 loss: 1.608392 eta: 20:52:03 batch_cost: 0.9057 data_cost: 0.0004 ips: 53.0001 images/s [03/13 12:38:21] ppdet.engine INFO: Epoch: [174] [140/610] learning_rate: 0.090129 loss_vfl: 0.871130 loss_bbox: 0.396899 loss_dfl: 0.389733 loss: 1.662385 eta: 20:51:44 batch_cost: 1.0192 data_cost: 0.0005 ips: 47.0946 images/s [03/13 12:38:43] ppdet.engine INFO: Epoch: [174] [160/610] learning_rate: 0.090089 loss_vfl: 0.890729 loss_bbox: 0.384380 loss_dfl: 0.403009 loss: 1.677555 eta: 20:51:25 batch_cost: 0.9809 data_cost: 0.0004 ips: 48.9353 images/s [03/13 12:39:04] ppdet.engine INFO: Epoch: [174] [180/610] learning_rate: 0.090049 loss_vfl: 0.852224 loss_bbox: 0.371429 loss_dfl: 0.376137 loss: 1.567428 eta: 20:51:05 batch_cost: 0.9598 data_cost: 0.0004 ips: 50.0097 images/s [03/13 12:39:25] ppdet.engine INFO: Epoch: [174] [200/610] learning_rate: 0.090009 loss_vfl: 0.885586 loss_bbox: 0.375867 loss_dfl: 0.393884 loss: 1.645664 eta: 20:50:45 batch_cost: 0.9371 data_cost: 0.0004 ips: 51.2199 images/s [03/13 12:39:47] ppdet.engine INFO: Epoch: [174] [220/610] learning_rate: 0.089969 loss_vfl: 0.878724 loss_bbox: 0.396867 loss_dfl: 0.392588 loss: 1.646526 eta: 20:50:25 batch_cost: 1.0114 data_cost: 0.0004 ips: 47.4612 images/s [03/13 12:40:09] ppdet.engine INFO: Epoch: [174] [240/610] learning_rate: 0.089929 loss_vfl: 0.883245 loss_bbox: 0.391138 loss_dfl: 0.397566 loss: 1.686188 eta: 20:50:06 batch_cost: 0.9673 data_cost: 0.0004 ips: 49.6210 images/s [03/13 12:40:29] ppdet.engine INFO: Epoch: [174] [260/610] learning_rate: 0.089889 loss_vfl: 0.867837 loss_bbox: 0.368670 loss_dfl: 0.402563 loss: 1.640335 eta: 20:49:45 batch_cost: 0.9163 data_cost: 0.0004 ips: 52.3853 images/s [03/13 12:40:52] ppdet.engine INFO: Epoch: [174] [280/610] learning_rate: 0.089850 loss_vfl: 0.876182 loss_bbox: 0.390135 loss_dfl: 0.409322 loss: 1.677473 eta: 20:49:25 batch_cost: 0.9681 data_cost: 0.0004 ips: 49.5827 images/s [03/13 12:41:13] ppdet.engine INFO: Epoch: [174] [300/610] learning_rate: 0.089810 loss_vfl: 0.933015 loss_bbox: 0.433756 loss_dfl: 0.416342 loss: 1.735113 eta: 20:49:05 batch_cost: 0.9088 data_cost: 0.0004 ips: 52.8180 images/s [03/13 12:41:34] ppdet.engine INFO: Epoch: [174] [320/610] learning_rate: 0.089770 loss_vfl: 0.895068 loss_bbox: 0.400350 loss_dfl: 0.392831 loss: 1.672819 eta: 20:48:44 batch_cost: 0.8895 data_cost: 0.0006 ips: 53.9631 images/s [03/13 12:41:55] ppdet.engine INFO: Epoch: [174] [340/610] learning_rate: 0.089730 loss_vfl: 0.844562 loss_bbox: 0.378873 loss_dfl: 0.376020 loss: 1.621234 eta: 20:48:24 batch_cost: 0.9204 data_cost: 0.0004 ips: 52.1524 images/s [03/13 12:42:18] ppdet.engine INFO: Epoch: [174] [360/610] learning_rate: 0.089690 loss_vfl: 0.909634 loss_bbox: 0.390358 loss_dfl: 0.388602 loss: 1.642779 eta: 20:48:04 batch_cost: 0.9986 data_cost: 0.0004 ips: 48.0659 images/s [03/13 12:42:38] ppdet.engine INFO: Epoch: [174] [380/610] learning_rate: 0.089650 loss_vfl: 0.881994 loss_bbox: 0.395654 loss_dfl: 0.404413 loss: 1.667414 eta: 20:47:44 batch_cost: 0.9184 data_cost: 0.0004 ips: 52.2628 images/s [03/13 12:43:00] ppdet.engine INFO: Epoch: [174] [400/610] learning_rate: 0.089610 loss_vfl: 0.893969 loss_bbox: 0.385564 loss_dfl: 0.396875 loss: 1.683522 eta: 20:47:24 batch_cost: 0.9719 data_cost: 0.0004 ips: 49.3856 images/s [03/13 12:43:21] ppdet.engine INFO: Epoch: [174] [420/610] learning_rate: 0.089570 loss_vfl: 0.862883 loss_bbox: 0.376532 loss_dfl: 0.375423 loss: 1.612667 eta: 20:47:04 batch_cost: 0.9067 data_cost: 0.0004 ips: 52.9369 images/s [03/13 12:43:43] ppdet.engine INFO: Epoch: [174] [440/610] learning_rate: 0.089530 loss_vfl: 0.969735 loss_bbox: 0.416669 loss_dfl: 0.426109 loss: 1.825540 eta: 20:46:44 batch_cost: 0.9876 data_cost: 0.0004 ips: 48.6014 images/s [03/13 12:44:05] ppdet.engine INFO: Epoch: [174] [460/610] learning_rate: 0.089490 loss_vfl: 0.898204 loss_bbox: 0.401002 loss_dfl: 0.407385 loss: 1.693183 eta: 20:46:25 batch_cost: 1.0198 data_cost: 0.0008 ips: 47.0698 images/s [03/13 12:44:26] ppdet.engine INFO: Epoch: [174] [480/610] learning_rate: 0.089450 loss_vfl: 0.884452 loss_bbox: 0.391826 loss_dfl: 0.395805 loss: 1.624326 eta: 20:46:05 batch_cost: 0.9375 data_cost: 0.0004 ips: 51.2012 images/s [03/13 12:44:48] ppdet.engine INFO: Epoch: [174] [500/610] learning_rate: 0.089410 loss_vfl: 0.867582 loss_bbox: 0.381639 loss_dfl: 0.380788 loss: 1.622199 eta: 20:45:46 batch_cost: 1.0180 data_cost: 0.0004 ips: 47.1502 images/s [03/13 12:45:10] ppdet.engine INFO: Epoch: [174] [520/610] learning_rate: 0.089370 loss_vfl: 0.846091 loss_bbox: 0.355916 loss_dfl: 0.378469 loss: 1.598754 eta: 20:45:26 batch_cost: 0.9638 data_cost: 0.0005 ips: 49.8047 images/s [03/13 12:45:31] ppdet.engine INFO: Epoch: [174] [540/610] learning_rate: 0.089331 loss_vfl: 0.917587 loss_bbox: 0.387416 loss_dfl: 0.397349 loss: 1.710562 eta: 20:45:07 batch_cost: 0.9927 data_cost: 0.0004 ips: 48.3539 images/s [03/13 12:45:53] ppdet.engine INFO: Epoch: [174] [560/610] learning_rate: 0.089291 loss_vfl: 0.868517 loss_bbox: 0.364682 loss_dfl: 0.387883 loss: 1.628086 eta: 20:44:47 batch_cost: 0.9744 data_cost: 0.0004 ips: 49.2632 images/s [03/13 12:46:15] ppdet.engine INFO: Epoch: [174] [580/610] learning_rate: 0.089251 loss_vfl: 0.894718 loss_bbox: 0.385166 loss_dfl: 0.395321 loss: 1.689507 eta: 20:44:28 batch_cost: 0.9868 data_cost: 0.0055 ips: 48.6436 images/s [03/13 12:46:36] ppdet.engine INFO: Epoch: [174] [600/610] learning_rate: 0.089211 loss_vfl: 0.880638 loss_bbox: 0.382578 loss_dfl: 0.392983 loss: 1.666923 eta: 20:44:08 batch_cost: 0.9437 data_cost: 0.0010 ips: 50.8611 images/s [03/13 12:46:57] ppdet.engine INFO: Epoch: [175] [ 0/610] learning_rate: 0.089191 loss_vfl: 0.862529 loss_bbox: 0.369575 loss_dfl: 0.384864 loss: 1.638989 eta: 20:44:02 batch_cost: 1.2440 data_cost: 0.4037 ips: 38.5850 images/s [03/13 12:47:23] ppdet.engine INFO: Epoch: [175] [ 20/610] learning_rate: 0.089151 loss_vfl: 0.861487 loss_bbox: 0.378670 loss_dfl: 0.387806 loss: 1.615594 eta: 20:43:45 batch_cost: 1.1200 data_cost: 0.0004 ips: 42.8590 images/s [03/13 12:47:44] ppdet.engine INFO: Epoch: [175] [ 40/610] learning_rate: 0.089111 loss_vfl: 0.922442 loss_bbox: 0.425627 loss_dfl: 0.421486 loss: 1.783315 eta: 20:43:25 batch_cost: 0.9387 data_cost: 0.0004 ips: 51.1354 images/s [03/13 12:48:07] ppdet.engine INFO: Epoch: [175] [ 60/610] learning_rate: 0.089071 loss_vfl: 0.837139 loss_bbox: 0.380918 loss_dfl: 0.386465 loss: 1.592178 eta: 20:43:05 batch_cost: 0.9561 data_cost: 0.0004 ips: 50.2057 images/s [03/13 12:48:28] ppdet.engine INFO: Epoch: [175] [ 80/610] learning_rate: 0.089031 loss_vfl: 0.800654 loss_bbox: 0.355036 loss_dfl: 0.372357 loss: 1.536787 eta: 20:42:44 batch_cost: 0.8733 data_cost: 0.0004 ips: 54.9618 images/s [03/13 12:48:51] ppdet.engine INFO: Epoch: [175] [100/610] learning_rate: 0.088992 loss_vfl: 0.829075 loss_bbox: 0.366548 loss_dfl: 0.377584 loss: 1.586411 eta: 20:42:25 batch_cost: 1.0102 data_cost: 0.0004 ips: 47.5142 images/s [03/13 12:49:12] ppdet.engine INFO: Epoch: [175] [120/610] learning_rate: 0.088952 loss_vfl: 0.843560 loss_bbox: 0.375066 loss_dfl: 0.380813 loss: 1.584848 eta: 20:42:04 batch_cost: 0.8959 data_cost: 0.0005 ips: 53.5766 images/s [03/13 12:49:33] ppdet.engine INFO: Epoch: [175] [140/610] learning_rate: 0.088912 loss_vfl: 0.861285 loss_bbox: 0.392036 loss_dfl: 0.396630 loss: 1.650306 eta: 20:41:44 batch_cost: 0.9575 data_cost: 0.0004 ips: 50.1289 images/s [03/13 12:49:56] ppdet.engine INFO: Epoch: [175] [160/610] learning_rate: 0.088872 loss_vfl: 0.889714 loss_bbox: 0.390696 loss_dfl: 0.405520 loss: 1.697315 eta: 20:41:24 batch_cost: 0.9798 data_cost: 0.0004 ips: 48.9891 images/s [03/13 12:50:17] ppdet.engine INFO: Epoch: [175] [180/610] learning_rate: 0.088832 loss_vfl: 0.859473 loss_bbox: 0.376421 loss_dfl: 0.378557 loss: 1.637531 eta: 20:41:05 batch_cost: 0.9786 data_cost: 0.0004 ips: 49.0517 images/s [03/13 12:50:39] ppdet.engine INFO: Epoch: [175] [200/610] learning_rate: 0.088792 loss_vfl: 0.914359 loss_bbox: 0.397523 loss_dfl: 0.391993 loss: 1.697322 eta: 20:40:46 batch_cost: 1.0084 data_cost: 0.0005 ips: 47.5978 images/s [03/13 12:51:01] ppdet.engine INFO: Epoch: [175] [220/610] learning_rate: 0.088752 loss_vfl: 0.884193 loss_bbox: 0.397398 loss_dfl: 0.401867 loss: 1.696594 eta: 20:40:26 batch_cost: 0.9921 data_cost: 0.0004 ips: 48.3829 images/s [03/13 12:51:22] ppdet.engine INFO: Epoch: [175] [240/610] learning_rate: 0.088713 loss_vfl: 0.868634 loss_bbox: 0.394184 loss_dfl: 0.404698 loss: 1.665948 eta: 20:40:07 batch_cost: 0.9706 data_cost: 0.0004 ips: 49.4523 images/s [03/13 12:51:44] ppdet.engine INFO: Epoch: [175] [260/610] learning_rate: 0.088673 loss_vfl: 0.824285 loss_bbox: 0.352381 loss_dfl: 0.369088 loss: 1.543873 eta: 20:39:47 batch_cost: 0.9649 data_cost: 0.0005 ips: 49.7465 images/s [03/13 12:52:05] ppdet.engine INFO: Epoch: [175] [280/610] learning_rate: 0.088633 loss_vfl: 0.900183 loss_bbox: 0.387683 loss_dfl: 0.402197 loss: 1.698527 eta: 20:39:26 batch_cost: 0.9115 data_cost: 0.0005 ips: 52.6631 images/s [03/13 12:52:27] ppdet.engine INFO: Epoch: [175] [300/610] learning_rate: 0.088593 loss_vfl: 0.876771 loss_bbox: 0.391339 loss_dfl: 0.409746 loss: 1.663834 eta: 20:39:06 batch_cost: 0.9582 data_cost: 0.0004 ips: 50.0948 images/s [03/13 12:52:49] ppdet.engine INFO: Epoch: [175] [320/610] learning_rate: 0.088553 loss_vfl: 0.852182 loss_bbox: 0.372725 loss_dfl: 0.375790 loss: 1.594679 eta: 20:38:46 batch_cost: 0.9288 data_cost: 0.0004 ips: 51.6769 images/s [03/13 12:53:10] ppdet.engine INFO: Epoch: [175] [340/610] learning_rate: 0.088513 loss_vfl: 0.929911 loss_bbox: 0.412708 loss_dfl: 0.407764 loss: 1.735101 eta: 20:38:26 batch_cost: 0.9646 data_cost: 0.0004 ips: 49.7638 images/s [03/13 12:53:31] ppdet.engine INFO: Epoch: [175] [360/610] learning_rate: 0.088474 loss_vfl: 0.894907 loss_bbox: 0.397203 loss_dfl: 0.410242 loss: 1.732355 eta: 20:38:06 batch_cost: 0.9572 data_cost: 0.0004 ips: 50.1459 images/s [03/13 12:53:53] ppdet.engine INFO: Epoch: [175] [380/610] learning_rate: 0.088434 loss_vfl: 0.838271 loss_bbox: 0.394067 loss_dfl: 0.381293 loss: 1.599777 eta: 20:37:47 batch_cost: 0.9594 data_cost: 0.0004 ips: 50.0330 images/s [03/13 12:54:15] ppdet.engine INFO: Epoch: [175] [400/610] learning_rate: 0.088394 loss_vfl: 0.891034 loss_bbox: 0.399193 loss_dfl: 0.414395 loss: 1.737433 eta: 20:37:27 batch_cost: 0.9889 data_cost: 0.0004 ips: 48.5366 images/s [03/13 12:54:36] ppdet.engine INFO: Epoch: [175] [420/610] learning_rate: 0.088354 loss_vfl: 0.870489 loss_bbox: 0.391267 loss_dfl: 0.394020 loss: 1.663499 eta: 20:37:07 batch_cost: 0.9735 data_cost: 0.0004 ips: 49.3061 images/s [03/13 12:54:57] ppdet.engine INFO: Epoch: [175] [440/610] learning_rate: 0.088314 loss_vfl: 0.874748 loss_bbox: 0.389752 loss_dfl: 0.395942 loss: 1.646231 eta: 20:36:47 batch_cost: 0.8906 data_cost: 0.0012 ips: 53.8964 images/s [03/13 12:55:20] ppdet.engine INFO: Epoch: [175] [460/610] learning_rate: 0.088275 loss_vfl: 0.912375 loss_bbox: 0.401382 loss_dfl: 0.398402 loss: 1.719408 eta: 20:36:28 batch_cost: 1.0284 data_cost: 0.0004 ips: 46.6729 images/s [03/13 12:55:41] ppdet.engine INFO: Epoch: [175] [480/610] learning_rate: 0.088235 loss_vfl: 0.843462 loss_bbox: 0.368531 loss_dfl: 0.369410 loss: 1.588090 eta: 20:36:08 batch_cost: 0.9352 data_cost: 0.0004 ips: 51.3270 images/s [03/13 12:56:02] ppdet.engine INFO: Epoch: [175] [500/610] learning_rate: 0.088195 loss_vfl: 0.862254 loss_bbox: 0.393133 loss_dfl: 0.392100 loss: 1.641483 eta: 20:35:47 batch_cost: 0.8874 data_cost: 0.0004 ips: 54.0932 images/s [03/13 12:56:24] ppdet.engine INFO: Epoch: [175] [520/610] learning_rate: 0.088155 loss_vfl: 0.847227 loss_bbox: 0.365434 loss_dfl: 0.382538 loss: 1.607510 eta: 20:35:28 batch_cost: 1.0170 data_cost: 0.0004 ips: 47.1976 images/s [03/13 12:56:45] ppdet.engine INFO: Epoch: [175] [540/610] learning_rate: 0.088115 loss_vfl: 0.888260 loss_bbox: 0.402038 loss_dfl: 0.402229 loss: 1.715734 eta: 20:35:07 batch_cost: 0.9330 data_cost: 0.0004 ips: 51.4451 images/s [03/13 12:57:06] ppdet.engine INFO: Epoch: [175] [560/610] learning_rate: 0.088076 loss_vfl: 0.871311 loss_bbox: 0.384362 loss_dfl: 0.398439 loss: 1.637859 eta: 20:34:47 batch_cost: 0.9274 data_cost: 0.0004 ips: 51.7581 images/s [03/13 12:57:27] ppdet.engine INFO: Epoch: [175] [580/610] learning_rate: 0.088036 loss_vfl: 0.877629 loss_bbox: 0.399214 loss_dfl: 0.410966 loss: 1.700535 eta: 20:34:26 batch_cost: 0.8897 data_cost: 0.0009 ips: 53.9511 images/s [03/13 12:57:48] ppdet.engine INFO: Epoch: [175] [600/610] learning_rate: 0.087996 loss_vfl: 0.906228 loss_bbox: 0.407632 loss_dfl: 0.401983 loss: 1.714991 eta: 20:34:06 batch_cost: 0.9333 data_cost: 0.0005 ips: 51.4305 images/s [03/13 12:58:09] ppdet.engine INFO: Epoch: [176] [ 0/610] learning_rate: 0.087976 loss_vfl: 0.942121 loss_bbox: 0.425300 loss_dfl: 0.422215 loss: 1.797918 eta: 20:34:01 batch_cost: 1.2247 data_cost: 0.3963 ips: 39.1943 images/s [03/13 12:58:34] ppdet.engine INFO: Epoch: [176] [ 20/610] learning_rate: 0.087936 loss_vfl: 0.915949 loss_bbox: 0.383487 loss_dfl: 0.391262 loss: 1.708744 eta: 20:33:43 batch_cost: 1.0854 data_cost: 0.0004 ips: 44.2248 images/s [03/13 12:58:55] ppdet.engine INFO: Epoch: [176] [ 40/610] learning_rate: 0.087897 loss_vfl: 0.892654 loss_bbox: 0.385693 loss_dfl: 0.389953 loss: 1.669101 eta: 20:33:22 batch_cost: 0.9009 data_cost: 0.0005 ips: 53.2813 images/s [03/13 12:59:17] ppdet.engine INFO: Epoch: [176] [ 60/610] learning_rate: 0.087857 loss_vfl: 0.840365 loss_bbox: 0.352149 loss_dfl: 0.380051 loss: 1.585298 eta: 20:33:03 batch_cost: 0.9856 data_cost: 0.0004 ips: 48.6989 images/s [03/13 12:59:39] ppdet.engine INFO: Epoch: [176] [ 80/610] learning_rate: 0.087817 loss_vfl: 0.900142 loss_bbox: 0.415145 loss_dfl: 0.414164 loss: 1.738396 eta: 20:32:42 batch_cost: 0.9110 data_cost: 0.0004 ips: 52.6909 images/s [03/13 13:00:01] ppdet.engine INFO: Epoch: [176] [100/610] learning_rate: 0.087777 loss_vfl: 0.912099 loss_bbox: 0.400362 loss_dfl: 0.412518 loss: 1.728766 eta: 20:32:22 batch_cost: 0.9315 data_cost: 0.0004 ips: 51.5275 images/s [03/13 13:00:23] ppdet.engine INFO: Epoch: [176] [120/610] learning_rate: 0.087738 loss_vfl: 0.874835 loss_bbox: 0.394261 loss_dfl: 0.397113 loss: 1.663777 eta: 20:32:02 batch_cost: 0.9755 data_cost: 0.0008 ips: 49.2079 images/s [03/13 13:00:44] ppdet.engine INFO: Epoch: [176] [140/610] learning_rate: 0.087698 loss_vfl: 0.806548 loss_bbox: 0.373841 loss_dfl: 0.371550 loss: 1.567900 eta: 20:31:42 batch_cost: 0.9399 data_cost: 0.0004 ips: 51.0680 images/s [03/13 13:01:06] ppdet.engine INFO: Epoch: [176] [160/610] learning_rate: 0.087658 loss_vfl: 0.870528 loss_bbox: 0.412719 loss_dfl: 0.402648 loss: 1.677051 eta: 20:31:23 batch_cost: 1.0083 data_cost: 0.0004 ips: 47.6062 images/s [03/13 13:01:28] ppdet.engine INFO: Epoch: [176] [180/610] learning_rate: 0.087618 loss_vfl: 0.841503 loss_bbox: 0.343309 loss_dfl: 0.363227 loss: 1.543267 eta: 20:31:03 batch_cost: 0.9412 data_cost: 0.0006 ips: 50.9999 images/s [03/13 13:01:51] ppdet.engine INFO: Epoch: [176] [200/610] learning_rate: 0.087579 loss_vfl: 0.895841 loss_bbox: 0.397165 loss_dfl: 0.401660 loss: 1.687786 eta: 20:30:44 batch_cost: 1.0407 data_cost: 0.0004 ips: 46.1235 images/s [03/13 13:02:13] ppdet.engine INFO: Epoch: [176] [220/610] learning_rate: 0.087539 loss_vfl: 0.918054 loss_bbox: 0.388107 loss_dfl: 0.403756 loss: 1.703106 eta: 20:30:25 batch_cost: 1.0049 data_cost: 0.0004 ips: 47.7664 images/s [03/13 13:02:36] ppdet.engine INFO: Epoch: [176] [240/610] learning_rate: 0.087499 loss_vfl: 0.885820 loss_bbox: 0.388702 loss_dfl: 0.389669 loss: 1.656168 eta: 20:30:05 batch_cost: 0.9908 data_cost: 0.0004 ips: 48.4467 images/s [03/13 13:02:58] ppdet.engine INFO: Epoch: [176] [260/610] learning_rate: 0.087459 loss_vfl: 0.925928 loss_bbox: 0.428346 loss_dfl: 0.421848 loss: 1.782460 eta: 20:29:46 batch_cost: 1.0102 data_cost: 0.0004 ips: 47.5159 images/s [03/13 13:03:19] ppdet.engine INFO: Epoch: [176] [280/610] learning_rate: 0.087420 loss_vfl: 0.936955 loss_bbox: 0.412555 loss_dfl: 0.414393 loss: 1.745582 eta: 20:29:26 batch_cost: 0.9557 data_cost: 0.0012 ips: 50.2239 images/s [03/13 13:03:41] ppdet.engine INFO: Epoch: [176] [300/610] learning_rate: 0.087380 loss_vfl: 0.840967 loss_bbox: 0.363723 loss_dfl: 0.372782 loss: 1.547202 eta: 20:29:07 batch_cost: 0.9572 data_cost: 0.0004 ips: 50.1473 images/s [03/13 13:04:02] ppdet.engine INFO: Epoch: [176] [320/610] learning_rate: 0.087340 loss_vfl: 0.837003 loss_bbox: 0.373614 loss_dfl: 0.393799 loss: 1.627287 eta: 20:28:46 batch_cost: 0.9449 data_cost: 0.0004 ips: 50.8003 images/s [03/13 13:04:24] ppdet.engine INFO: Epoch: [176] [340/610] learning_rate: 0.087301 loss_vfl: 0.870748 loss_bbox: 0.391103 loss_dfl: 0.397076 loss: 1.667498 eta: 20:28:27 batch_cost: 1.0146 data_cost: 0.0004 ips: 47.3082 images/s [03/13 13:04:46] ppdet.engine INFO: Epoch: [176] [360/610] learning_rate: 0.087261 loss_vfl: 0.812399 loss_bbox: 0.368606 loss_dfl: 0.379812 loss: 1.560125 eta: 20:28:08 batch_cost: 0.9577 data_cost: 0.0004 ips: 50.1180 images/s [03/13 13:05:07] ppdet.engine INFO: Epoch: [176] [380/610] learning_rate: 0.087221 loss_vfl: 0.888781 loss_bbox: 0.395828 loss_dfl: 0.399363 loss: 1.656433 eta: 20:27:47 batch_cost: 0.9300 data_cost: 0.0004 ips: 51.6152 images/s [03/13 13:05:29] ppdet.engine INFO: Epoch: [176] [400/610] learning_rate: 0.087181 loss_vfl: 0.858272 loss_bbox: 0.381468 loss_dfl: 0.384573 loss: 1.623810 eta: 20:27:28 batch_cost: 1.0326 data_cost: 0.0004 ips: 46.4824 images/s [03/13 13:05:52] ppdet.engine INFO: Epoch: [176] [420/610] learning_rate: 0.087142 loss_vfl: 0.823997 loss_bbox: 0.341217 loss_dfl: 0.365370 loss: 1.530218 eta: 20:27:10 batch_cost: 1.0357 data_cost: 0.0004 ips: 46.3438 images/s [03/13 13:06:12] ppdet.engine INFO: Epoch: [176] [440/610] learning_rate: 0.087102 loss_vfl: 0.888672 loss_bbox: 0.401232 loss_dfl: 0.403301 loss: 1.684674 eta: 20:26:49 batch_cost: 0.8729 data_cost: 0.0004 ips: 54.9895 images/s [03/13 13:06:33] ppdet.engine INFO: Epoch: [176] [460/610] learning_rate: 0.087062 loss_vfl: 0.834315 loss_bbox: 0.384866 loss_dfl: 0.395172 loss: 1.604836 eta: 20:26:28 batch_cost: 0.9358 data_cost: 0.0004 ips: 51.2938 images/s [03/13 13:06:55] ppdet.engine INFO: Epoch: [176] [480/610] learning_rate: 0.087023 loss_vfl: 0.914615 loss_bbox: 0.397729 loss_dfl: 0.413952 loss: 1.724214 eta: 20:26:09 batch_cost: 0.9788 data_cost: 0.0004 ips: 49.0395 images/s [03/13 13:07:16] ppdet.engine INFO: Epoch: [176] [500/610] learning_rate: 0.086983 loss_vfl: 0.950025 loss_bbox: 0.407925 loss_dfl: 0.418625 loss: 1.787254 eta: 20:25:48 batch_cost: 0.9083 data_cost: 0.0004 ips: 52.8455 images/s [03/13 13:07:37] ppdet.engine INFO: Epoch: [176] [520/610] learning_rate: 0.086943 loss_vfl: 0.819015 loss_bbox: 0.349434 loss_dfl: 0.358935 loss: 1.519874 eta: 20:25:28 batch_cost: 0.9472 data_cost: 0.0004 ips: 50.6759 images/s [03/13 13:07:59] ppdet.engine INFO: Epoch: [176] [540/610] learning_rate: 0.086904 loss_vfl: 0.890815 loss_bbox: 0.393358 loss_dfl: 0.401976 loss: 1.711175 eta: 20:25:09 batch_cost: 0.9945 data_cost: 0.0004 ips: 48.2676 images/s [03/13 13:08:22] ppdet.engine INFO: Epoch: [176] [560/610] learning_rate: 0.086864 loss_vfl: 0.839329 loss_bbox: 0.375448 loss_dfl: 0.372290 loss: 1.575676 eta: 20:24:49 batch_cost: 0.9889 data_cost: 0.0012 ips: 48.5369 images/s [03/13 13:08:44] ppdet.engine INFO: Epoch: [176] [580/610] learning_rate: 0.086824 loss_vfl: 0.894810 loss_bbox: 0.386770 loss_dfl: 0.403472 loss: 1.682459 eta: 20:24:30 batch_cost: 0.9697 data_cost: 0.0004 ips: 49.5006 images/s [03/13 13:09:05] ppdet.engine INFO: Epoch: [176] [600/610] learning_rate: 0.086785 loss_vfl: 0.911506 loss_bbox: 0.387050 loss_dfl: 0.402997 loss: 1.686389 eta: 20:24:09 batch_cost: 0.9273 data_cost: 0.0006 ips: 51.7626 images/s [03/13 13:09:26] ppdet.engine INFO: Epoch: [177] [ 0/610] learning_rate: 0.086765 loss_vfl: 0.904641 loss_bbox: 0.393604 loss_dfl: 0.396633 loss: 1.675111 eta: 20:24:05 batch_cost: 1.3091 data_cost: 0.4897 ips: 36.6661 images/s [03/13 13:09:51] ppdet.engine INFO: Epoch: [177] [ 20/610] learning_rate: 0.086725 loss_vfl: 0.886303 loss_bbox: 0.397464 loss_dfl: 0.399633 loss: 1.678627 eta: 20:23:48 batch_cost: 1.1379 data_cost: 0.0004 ips: 42.1825 images/s [03/13 13:10:12] ppdet.engine INFO: Epoch: [177] [ 40/610] learning_rate: 0.086686 loss_vfl: 0.821184 loss_bbox: 0.368894 loss_dfl: 0.373282 loss: 1.566047 eta: 20:23:27 batch_cost: 0.9240 data_cost: 0.0004 ips: 51.9462 images/s [03/13 13:10:34] ppdet.engine INFO: Epoch: [177] [ 60/610] learning_rate: 0.086646 loss_vfl: 0.899471 loss_bbox: 0.415050 loss_dfl: 0.420543 loss: 1.739370 eta: 20:23:07 batch_cost: 0.9335 data_cost: 0.0004 ips: 51.4191 images/s [03/13 13:10:55] ppdet.engine INFO: Epoch: [177] [ 80/610] learning_rate: 0.086606 loss_vfl: 0.918069 loss_bbox: 0.411559 loss_dfl: 0.415358 loss: 1.759250 eta: 20:22:47 batch_cost: 0.9250 data_cost: 0.0005 ips: 51.8939 images/s [03/13 13:11:17] ppdet.engine INFO: Epoch: [177] [100/610] learning_rate: 0.086567 loss_vfl: 0.915402 loss_bbox: 0.393418 loss_dfl: 0.408569 loss: 1.705800 eta: 20:22:27 batch_cost: 0.9480 data_cost: 0.0004 ips: 50.6311 images/s [03/13 13:11:40] ppdet.engine INFO: Epoch: [177] [120/610] learning_rate: 0.086527 loss_vfl: 0.872914 loss_bbox: 0.377806 loss_dfl: 0.405763 loss: 1.650117 eta: 20:22:07 batch_cost: 0.9638 data_cost: 0.0004 ips: 49.8008 images/s [03/13 13:12:01] ppdet.engine INFO: Epoch: [177] [140/610] learning_rate: 0.086487 loss_vfl: 0.873755 loss_bbox: 0.395327 loss_dfl: 0.401428 loss: 1.660361 eta: 20:21:47 batch_cost: 0.9691 data_cost: 0.0004 ips: 49.5286 images/s [03/13 13:12:24] ppdet.engine INFO: Epoch: [177] [160/610] learning_rate: 0.086448 loss_vfl: 0.884866 loss_bbox: 0.385895 loss_dfl: 0.401622 loss: 1.680110 eta: 20:21:28 batch_cost: 1.0041 data_cost: 0.0004 ips: 47.8047 images/s [03/13 13:12:46] ppdet.engine INFO: Epoch: [177] [180/610] learning_rate: 0.086408 loss_vfl: 0.857340 loss_bbox: 0.395438 loss_dfl: 0.393326 loss: 1.648164 eta: 20:21:09 batch_cost: 1.0047 data_cost: 0.0004 ips: 47.7742 images/s [03/13 13:13:07] ppdet.engine INFO: Epoch: [177] [200/610] learning_rate: 0.086369 loss_vfl: 0.908853 loss_bbox: 0.388110 loss_dfl: 0.396004 loss: 1.653628 eta: 20:20:49 batch_cost: 0.9692 data_cost: 0.0004 ips: 49.5249 images/s [03/13 13:13:29] ppdet.engine INFO: Epoch: [177] [220/610] learning_rate: 0.086329 loss_vfl: 0.912909 loss_bbox: 0.405641 loss_dfl: 0.422608 loss: 1.739850 eta: 20:20:30 batch_cost: 0.9650 data_cost: 0.0010 ips: 49.7398 images/s [03/13 13:13:51] ppdet.engine INFO: Epoch: [177] [240/610] learning_rate: 0.086289 loss_vfl: 0.910015 loss_bbox: 0.408280 loss_dfl: 0.403539 loss: 1.712069 eta: 20:20:11 batch_cost: 1.0228 data_cost: 0.0004 ips: 46.9308 images/s [03/13 13:14:13] ppdet.engine INFO: Epoch: [177] [260/610] learning_rate: 0.086250 loss_vfl: 0.875110 loss_bbox: 0.378693 loss_dfl: 0.380890 loss: 1.622423 eta: 20:19:51 batch_cost: 0.9645 data_cost: 0.0010 ips: 49.7686 images/s [03/13 13:14:34] ppdet.engine INFO: Epoch: [177] [280/610] learning_rate: 0.086210 loss_vfl: 0.905514 loss_bbox: 0.393587 loss_dfl: 0.395143 loss: 1.685208 eta: 20:19:30 batch_cost: 0.9260 data_cost: 0.0004 ips: 51.8370 images/s [03/13 13:14:54] ppdet.engine INFO: Epoch: [177] [300/610] learning_rate: 0.086170 loss_vfl: 0.914924 loss_bbox: 0.411754 loss_dfl: 0.420323 loss: 1.740565 eta: 20:19:10 batch_cost: 0.8948 data_cost: 0.0004 ips: 53.6455 images/s [03/13 13:15:16] ppdet.engine INFO: Epoch: [177] [320/610] learning_rate: 0.086131 loss_vfl: 0.893899 loss_bbox: 0.374329 loss_dfl: 0.387547 loss: 1.644844 eta: 20:18:49 batch_cost: 0.9300 data_cost: 0.0025 ips: 51.6141 images/s [03/13 13:15:38] ppdet.engine INFO: Epoch: [177] [340/610] learning_rate: 0.086091 loss_vfl: 0.909484 loss_bbox: 0.411835 loss_dfl: 0.410214 loss: 1.752657 eta: 20:18:30 batch_cost: 0.9596 data_cost: 0.0004 ips: 50.0228 images/s [03/13 13:16:00] ppdet.engine INFO: Epoch: [177] [360/610] learning_rate: 0.086052 loss_vfl: 0.832327 loss_bbox: 0.372847 loss_dfl: 0.382296 loss: 1.580092 eta: 20:18:10 batch_cost: 0.9803 data_cost: 0.0008 ips: 48.9656 images/s [03/13 13:16:22] ppdet.engine INFO: Epoch: [177] [380/610] learning_rate: 0.086012 loss_vfl: 0.853116 loss_bbox: 0.376571 loss_dfl: 0.388616 loss: 1.613797 eta: 20:17:50 batch_cost: 0.9178 data_cost: 0.0006 ips: 52.2993 images/s [03/13 13:16:43] ppdet.engine INFO: Epoch: [177] [400/610] learning_rate: 0.085973 loss_vfl: 0.891379 loss_bbox: 0.405832 loss_dfl: 0.405522 loss: 1.709077 eta: 20:17:30 batch_cost: 0.9373 data_cost: 0.0017 ips: 51.2133 images/s [03/13 13:17:05] ppdet.engine INFO: Epoch: [177] [420/610] learning_rate: 0.085933 loss_vfl: 0.879670 loss_bbox: 0.398162 loss_dfl: 0.390110 loss: 1.661009 eta: 20:17:10 batch_cost: 0.9982 data_cost: 0.0010 ips: 48.0862 images/s [03/13 13:17:27] ppdet.engine INFO: Epoch: [177] [440/610] learning_rate: 0.085893 loss_vfl: 0.889234 loss_bbox: 0.392704 loss_dfl: 0.397677 loss: 1.691235 eta: 20:16:51 batch_cost: 1.0320 data_cost: 0.0010 ips: 46.5116 images/s [03/13 13:17:48] ppdet.engine INFO: Epoch: [177] [460/610] learning_rate: 0.085854 loss_vfl: 0.902382 loss_bbox: 0.396564 loss_dfl: 0.408399 loss: 1.712841 eta: 20:16:31 batch_cost: 0.9288 data_cost: 0.0012 ips: 51.6802 images/s [03/13 13:18:10] ppdet.engine INFO: Epoch: [177] [480/610] learning_rate: 0.085814 loss_vfl: 0.878231 loss_bbox: 0.394966 loss_dfl: 0.390362 loss: 1.647527 eta: 20:16:11 batch_cost: 0.9278 data_cost: 0.0004 ips: 51.7363 images/s [03/13 13:18:33] ppdet.engine INFO: Epoch: [177] [500/610] learning_rate: 0.085775 loss_vfl: 0.899796 loss_bbox: 0.386560 loss_dfl: 0.394667 loss: 1.685220 eta: 20:15:52 batch_cost: 1.0533 data_cost: 0.0005 ips: 45.5722 images/s [03/13 13:18:54] ppdet.engine INFO: Epoch: [177] [520/610] learning_rate: 0.085735 loss_vfl: 0.891122 loss_bbox: 0.399071 loss_dfl: 0.393835 loss: 1.660601 eta: 20:15:32 batch_cost: 0.9295 data_cost: 0.0004 ips: 51.6398 images/s [03/13 13:19:16] ppdet.engine INFO: Epoch: [177] [540/610] learning_rate: 0.085696 loss_vfl: 0.902289 loss_bbox: 0.413417 loss_dfl: 0.403163 loss: 1.732554 eta: 20:15:12 batch_cost: 0.9227 data_cost: 0.0004 ips: 52.0235 images/s [03/13 13:19:38] ppdet.engine INFO: Epoch: [177] [560/610] learning_rate: 0.085656 loss_vfl: 0.833539 loss_bbox: 0.376639 loss_dfl: 0.381600 loss: 1.583380 eta: 20:14:52 batch_cost: 0.9937 data_cost: 0.0005 ips: 48.3043 images/s [03/13 13:20:01] ppdet.engine INFO: Epoch: [177] [580/610] learning_rate: 0.085617 loss_vfl: 0.833105 loss_bbox: 0.348707 loss_dfl: 0.366189 loss: 1.556911 eta: 20:14:33 batch_cost: 1.0026 data_cost: 0.0004 ips: 47.8765 images/s [03/13 13:20:23] ppdet.engine INFO: Epoch: [177] [600/610] learning_rate: 0.085577 loss_vfl: 0.885472 loss_bbox: 0.390925 loss_dfl: 0.402066 loss: 1.662608 eta: 20:14:13 batch_cost: 0.9452 data_cost: 0.0005 ips: 50.7829 images/s [03/13 13:20:46] ppdet.engine INFO: Epoch: [178] [ 0/610] learning_rate: 0.085557 loss_vfl: 0.911278 loss_bbox: 0.398803 loss_dfl: 0.408627 loss: 1.699346 eta: 20:14:10 batch_cost: 1.3755 data_cost: 0.4732 ips: 34.8958 images/s [03/13 13:21:12] ppdet.engine INFO: Epoch: [178] [ 20/610] learning_rate: 0.085518 loss_vfl: 0.858569 loss_bbox: 0.396760 loss_dfl: 0.397262 loss: 1.654361 eta: 20:13:52 batch_cost: 1.1265 data_cost: 0.0004 ips: 42.6081 images/s [03/13 13:21:34] ppdet.engine INFO: Epoch: [178] [ 40/610] learning_rate: 0.085478 loss_vfl: 0.870078 loss_bbox: 0.380673 loss_dfl: 0.386654 loss: 1.654093 eta: 20:13:32 batch_cost: 0.9293 data_cost: 0.0004 ips: 51.6493 images/s [03/13 13:21:56] ppdet.engine INFO: Epoch: [178] [ 60/610] learning_rate: 0.085439 loss_vfl: 0.832382 loss_bbox: 0.387560 loss_dfl: 0.394144 loss: 1.599602 eta: 20:13:11 batch_cost: 0.9243 data_cost: 0.0005 ips: 51.9300 images/s [03/13 13:22:18] ppdet.engine INFO: Epoch: [178] [ 80/610] learning_rate: 0.085399 loss_vfl: 0.890374 loss_bbox: 0.399471 loss_dfl: 0.401336 loss: 1.687826 eta: 20:12:52 batch_cost: 0.9612 data_cost: 0.0004 ips: 49.9395 images/s [03/13 13:22:39] ppdet.engine INFO: Epoch: [178] [100/610] learning_rate: 0.085360 loss_vfl: 0.848561 loss_bbox: 0.382382 loss_dfl: 0.390298 loss: 1.613030 eta: 20:12:32 batch_cost: 0.9537 data_cost: 0.0009 ips: 50.3329 images/s [03/13 13:23:01] ppdet.engine INFO: Epoch: [178] [120/610] learning_rate: 0.085320 loss_vfl: 0.875636 loss_bbox: 0.388943 loss_dfl: 0.393786 loss: 1.637675 eta: 20:12:12 batch_cost: 0.9941 data_cost: 0.0011 ips: 48.2855 images/s [03/13 13:23:22] ppdet.engine INFO: Epoch: [178] [140/610] learning_rate: 0.085281 loss_vfl: 0.859237 loss_bbox: 0.356651 loss_dfl: 0.378058 loss: 1.587012 eta: 20:11:53 batch_cost: 0.9635 data_cost: 0.0004 ips: 49.8166 images/s [03/13 13:23:44] ppdet.engine INFO: Epoch: [178] [160/610] learning_rate: 0.085241 loss_vfl: 0.878247 loss_bbox: 0.384710 loss_dfl: 0.385833 loss: 1.664214 eta: 20:11:33 batch_cost: 0.9623 data_cost: 0.0010 ips: 49.8825 images/s [03/13 13:24:05] ppdet.engine INFO: Epoch: [178] [180/610] learning_rate: 0.085202 loss_vfl: 0.845462 loss_bbox: 0.386405 loss_dfl: 0.392537 loss: 1.625587 eta: 20:11:13 batch_cost: 0.9538 data_cost: 0.0004 ips: 50.3275 images/s [03/13 13:24:27] ppdet.engine INFO: Epoch: [178] [200/610] learning_rate: 0.085162 loss_vfl: 0.848228 loss_bbox: 0.380907 loss_dfl: 0.395108 loss: 1.619531 eta: 20:10:54 batch_cost: 1.0084 data_cost: 0.0004 ips: 47.5994 images/s [03/13 13:24:47] ppdet.engine INFO: Epoch: [178] [220/610] learning_rate: 0.085123 loss_vfl: 0.878838 loss_bbox: 0.369803 loss_dfl: 0.382191 loss: 1.611756 eta: 20:10:33 batch_cost: 0.8981 data_cost: 0.0004 ips: 53.4483 images/s [03/13 13:25:10] ppdet.engine INFO: Epoch: [178] [240/610] learning_rate: 0.085083 loss_vfl: 0.871718 loss_bbox: 0.390800 loss_dfl: 0.387199 loss: 1.642276 eta: 20:10:13 batch_cost: 0.9525 data_cost: 0.0004 ips: 50.3928 images/s [03/13 13:25:31] ppdet.engine INFO: Epoch: [178] [260/610] learning_rate: 0.085044 loss_vfl: 0.821058 loss_bbox: 0.355035 loss_dfl: 0.374058 loss: 1.557821 eta: 20:09:53 batch_cost: 0.9748 data_cost: 0.0004 ips: 49.2398 images/s [03/13 13:25:54] ppdet.engine INFO: Epoch: [178] [280/610] learning_rate: 0.085004 loss_vfl: 0.935233 loss_bbox: 0.412838 loss_dfl: 0.414235 loss: 1.768512 eta: 20:09:34 batch_cost: 1.0037 data_cost: 0.0010 ips: 47.8209 images/s [03/13 13:26:15] ppdet.engine INFO: Epoch: [178] [300/610] learning_rate: 0.084965 loss_vfl: 0.855370 loss_bbox: 0.384950 loss_dfl: 0.385978 loss: 1.606992 eta: 20:09:14 batch_cost: 0.9055 data_cost: 0.0004 ips: 53.0094 images/s [03/13 13:26:37] ppdet.engine INFO: Epoch: [178] [320/610] learning_rate: 0.084925 loss_vfl: 0.881542 loss_bbox: 0.395326 loss_dfl: 0.385832 loss: 1.659258 eta: 20:08:55 batch_cost: 1.0197 data_cost: 0.0004 ips: 47.0718 images/s [03/13 13:26:58] ppdet.engine INFO: Epoch: [178] [340/610] learning_rate: 0.084886 loss_vfl: 0.886401 loss_bbox: 0.396596 loss_dfl: 0.395903 loss: 1.678025 eta: 20:08:34 batch_cost: 0.9243 data_cost: 0.0004 ips: 51.9295 images/s [03/13 13:27:20] ppdet.engine INFO: Epoch: [178] [360/610] learning_rate: 0.084846 loss_vfl: 0.879536 loss_bbox: 0.397245 loss_dfl: 0.393519 loss: 1.677083 eta: 20:08:15 batch_cost: 0.9888 data_cost: 0.0004 ips: 48.5419 images/s [03/13 13:27:42] ppdet.engine INFO: Epoch: [178] [380/610] learning_rate: 0.084807 loss_vfl: 0.853067 loss_bbox: 0.370173 loss_dfl: 0.387145 loss: 1.611613 eta: 20:07:55 batch_cost: 0.9930 data_cost: 0.0004 ips: 48.3384 images/s [03/13 13:28:04] ppdet.engine INFO: Epoch: [178] [400/610] learning_rate: 0.084767 loss_vfl: 0.827870 loss_bbox: 0.369220 loss_dfl: 0.385804 loss: 1.569086 eta: 20:07:37 batch_cost: 1.0457 data_cost: 0.0004 ips: 45.9017 images/s [03/13 13:28:26] ppdet.engine INFO: Epoch: [178] [420/610] learning_rate: 0.084728 loss_vfl: 0.864000 loss_bbox: 0.378203 loss_dfl: 0.384981 loss: 1.651457 eta: 20:07:16 batch_cost: 0.9133 data_cost: 0.0017 ips: 52.5583 images/s [03/13 13:28:47] ppdet.engine INFO: Epoch: [178] [440/610] learning_rate: 0.084689 loss_vfl: 0.847727 loss_bbox: 0.395030 loss_dfl: 0.398684 loss: 1.669917 eta: 20:06:56 batch_cost: 0.9352 data_cost: 0.0004 ips: 51.3247 images/s [03/13 13:29:09] ppdet.engine INFO: Epoch: [178] [460/610] learning_rate: 0.084649 loss_vfl: 0.872730 loss_bbox: 0.388225 loss_dfl: 0.401009 loss: 1.694088 eta: 20:06:37 batch_cost: 0.9992 data_cost: 0.0004 ips: 48.0387 images/s [03/13 13:29:30] ppdet.engine INFO: Epoch: [178] [480/610] learning_rate: 0.084610 loss_vfl: 0.838663 loss_bbox: 0.349570 loss_dfl: 0.364464 loss: 1.547387 eta: 20:06:16 batch_cost: 0.9085 data_cost: 0.0004 ips: 52.8334 images/s [03/13 13:29:51] ppdet.engine INFO: Epoch: [178] [500/610] learning_rate: 0.084570 loss_vfl: 0.918392 loss_bbox: 0.400903 loss_dfl: 0.412579 loss: 1.718780 eta: 20:05:57 batch_cost: 0.9830 data_cost: 0.0004 ips: 48.8309 images/s [03/13 13:30:12] ppdet.engine INFO: Epoch: [178] [520/610] learning_rate: 0.084531 loss_vfl: 0.884927 loss_bbox: 0.388358 loss_dfl: 0.399098 loss: 1.669781 eta: 20:05:37 batch_cost: 0.9846 data_cost: 0.0004 ips: 48.7530 images/s [03/13 13:30:33] ppdet.engine INFO: Epoch: [178] [540/610] learning_rate: 0.084491 loss_vfl: 0.897179 loss_bbox: 0.405260 loss_dfl: 0.401938 loss: 1.703425 eta: 20:05:17 batch_cost: 0.9325 data_cost: 0.0004 ips: 51.4756 images/s [03/13 13:30:55] ppdet.engine INFO: Epoch: [178] [560/610] learning_rate: 0.084452 loss_vfl: 0.860246 loss_bbox: 0.398405 loss_dfl: 0.400954 loss: 1.653355 eta: 20:04:57 batch_cost: 0.9775 data_cost: 0.0004 ips: 49.1056 images/s [03/13 13:31:16] ppdet.engine INFO: Epoch: [178] [580/610] learning_rate: 0.084413 loss_vfl: 0.868297 loss_bbox: 0.395899 loss_dfl: 0.401430 loss: 1.694387 eta: 20:04:38 batch_cost: 0.9696 data_cost: 0.0013 ips: 49.5049 images/s [03/13 13:31:37] ppdet.engine INFO: Epoch: [178] [600/610] learning_rate: 0.084373 loss_vfl: 0.872303 loss_bbox: 0.391117 loss_dfl: 0.398645 loss: 1.682016 eta: 20:04:17 batch_cost: 0.9221 data_cost: 0.0005 ips: 52.0572 images/s [03/13 13:31:58] ppdet.engine INFO: Epoch: [179] [ 0/610] learning_rate: 0.084353 loss_vfl: 0.857519 loss_bbox: 0.368483 loss_dfl: 0.388520 loss: 1.611346 eta: 20:04:12 batch_cost: 1.2843 data_cost: 0.5574 ips: 37.3757 images/s [03/13 13:32:23] ppdet.engine INFO: Epoch: [179] [ 20/610] learning_rate: 0.084314 loss_vfl: 0.901715 loss_bbox: 0.397092 loss_dfl: 0.408244 loss: 1.716199 eta: 20:03:55 batch_cost: 1.1433 data_cost: 0.0004 ips: 41.9830 images/s [03/13 13:32:46] ppdet.engine INFO: Epoch: [179] [ 40/610] learning_rate: 0.084275 loss_vfl: 0.873236 loss_bbox: 0.392795 loss_dfl: 0.391668 loss: 1.650559 eta: 20:03:36 batch_cost: 1.0300 data_cost: 0.0004 ips: 46.6019 images/s [03/13 13:33:08] ppdet.engine INFO: Epoch: [179] [ 60/610] learning_rate: 0.084235 loss_vfl: 0.916845 loss_bbox: 0.394362 loss_dfl: 0.409383 loss: 1.714478 eta: 20:03:17 batch_cost: 0.9785 data_cost: 0.0005 ips: 49.0566 images/s [03/13 13:33:30] ppdet.engine INFO: Epoch: [179] [ 80/610] learning_rate: 0.084196 loss_vfl: 0.866727 loss_bbox: 0.385207 loss_dfl: 0.408678 loss: 1.663412 eta: 20:02:57 batch_cost: 1.0102 data_cost: 0.0004 ips: 47.5149 images/s [03/13 13:33:51] ppdet.engine INFO: Epoch: [179] [100/610] learning_rate: 0.084156 loss_vfl: 0.846609 loss_bbox: 0.382582 loss_dfl: 0.388045 loss: 1.636686 eta: 20:02:37 batch_cost: 0.8874 data_cost: 0.0004 ips: 54.0935 images/s [03/13 13:34:13] ppdet.engine INFO: Epoch: [179] [120/610] learning_rate: 0.084117 loss_vfl: 0.849289 loss_bbox: 0.365137 loss_dfl: 0.377436 loss: 1.595880 eta: 20:02:17 batch_cost: 1.0024 data_cost: 0.0004 ips: 47.8864 images/s [03/13 13:34:34] ppdet.engine INFO: Epoch: [179] [140/610] learning_rate: 0.084078 loss_vfl: 0.821879 loss_bbox: 0.392180 loss_dfl: 0.388491 loss: 1.612584 eta: 20:01:57 batch_cost: 0.9437 data_cost: 0.0004 ips: 50.8638 images/s [03/13 13:34:54] ppdet.engine INFO: Epoch: [179] [160/610] learning_rate: 0.084038 loss_vfl: 0.937208 loss_bbox: 0.409383 loss_dfl: 0.418858 loss: 1.757642 eta: 20:01:38 batch_cost: 0.9721 data_cost: 0.0004 ips: 49.3766 images/s [03/13 13:35:17] ppdet.engine INFO: Epoch: [179] [180/610] learning_rate: 0.083999 loss_vfl: 0.888869 loss_bbox: 0.390209 loss_dfl: 0.398622 loss: 1.662351 eta: 20:01:18 batch_cost: 0.9988 data_cost: 0.0004 ips: 48.0595 images/s [03/13 13:35:38] ppdet.engine INFO: Epoch: [179] [200/610] learning_rate: 0.083960 loss_vfl: 0.887001 loss_bbox: 0.409949 loss_dfl: 0.392123 loss: 1.692153 eta: 20:00:57 batch_cost: 0.8808 data_cost: 0.0004 ips: 54.4951 images/s [03/13 13:36:00] ppdet.engine INFO: Epoch: [179] [220/610] learning_rate: 0.083920 loss_vfl: 0.942212 loss_bbox: 0.430681 loss_dfl: 0.443567 loss: 1.819990 eta: 20:00:37 batch_cost: 0.9497 data_cost: 0.0024 ips: 50.5442 images/s [03/13 13:36:21] ppdet.engine INFO: Epoch: [179] [240/610] learning_rate: 0.083881 loss_vfl: 0.804995 loss_bbox: 0.364025 loss_dfl: 0.372838 loss: 1.526492 eta: 20:00:17 batch_cost: 0.9262 data_cost: 0.0004 ips: 51.8252 images/s [03/13 13:36:43] ppdet.engine INFO: Epoch: [179] [260/610] learning_rate: 0.083842 loss_vfl: 0.878065 loss_bbox: 0.420949 loss_dfl: 0.416011 loss: 1.701235 eta: 19:59:57 batch_cost: 0.9552 data_cost: 0.0004 ips: 50.2507 images/s [03/13 13:37:04] ppdet.engine INFO: Epoch: [179] [280/610] learning_rate: 0.083802 loss_vfl: 0.844460 loss_bbox: 0.368896 loss_dfl: 0.384127 loss: 1.605907 eta: 19:59:38 batch_cost: 0.9620 data_cost: 0.0004 ips: 49.8963 images/s [03/13 13:37:26] ppdet.engine INFO: Epoch: [179] [300/610] learning_rate: 0.083763 loss_vfl: 0.881342 loss_bbox: 0.396996 loss_dfl: 0.404468 loss: 1.710979 eta: 19:59:18 batch_cost: 0.9807 data_cost: 0.0004 ips: 48.9460 images/s [03/13 13:37:48] ppdet.engine INFO: Epoch: [179] [320/610] learning_rate: 0.083723 loss_vfl: 0.866991 loss_bbox: 0.389110 loss_dfl: 0.388846 loss: 1.636598 eta: 19:58:59 batch_cost: 1.0202 data_cost: 0.0004 ips: 47.0512 images/s [03/13 13:38:11] ppdet.engine INFO: Epoch: [179] [340/610] learning_rate: 0.083684 loss_vfl: 0.824821 loss_bbox: 0.353925 loss_dfl: 0.371227 loss: 1.566469 eta: 19:58:40 batch_cost: 0.9967 data_cost: 0.0004 ips: 48.1566 images/s [03/13 13:38:32] ppdet.engine INFO: Epoch: [179] [360/610] learning_rate: 0.083645 loss_vfl: 0.894810 loss_bbox: 0.411335 loss_dfl: 0.406550 loss: 1.720575 eta: 19:58:20 batch_cost: 0.9693 data_cost: 0.0004 ips: 49.5182 images/s [03/13 13:38:54] ppdet.engine INFO: Epoch: [179] [380/610] learning_rate: 0.083605 loss_vfl: 0.916297 loss_bbox: 0.392383 loss_dfl: 0.402469 loss: 1.703183 eta: 19:58:00 batch_cost: 0.9717 data_cost: 0.0004 ips: 49.3988 images/s [03/13 13:39:15] ppdet.engine INFO: Epoch: [179] [400/610] learning_rate: 0.083566 loss_vfl: 0.848403 loss_bbox: 0.373950 loss_dfl: 0.389713 loss: 1.609539 eta: 19:57:40 batch_cost: 0.9489 data_cost: 0.0004 ips: 50.5874 images/s [03/13 13:39:37] ppdet.engine INFO: Epoch: [179] [420/610] learning_rate: 0.083527 loss_vfl: 0.894705 loss_bbox: 0.386610 loss_dfl: 0.400824 loss: 1.698442 eta: 19:57:20 batch_cost: 0.9443 data_cost: 0.0005 ips: 50.8329 images/s [03/13 13:39:57] ppdet.engine INFO: Epoch: [179] [440/610] learning_rate: 0.083488 loss_vfl: 0.876137 loss_bbox: 0.400169 loss_dfl: 0.395185 loss: 1.669734 eta: 19:57:00 batch_cost: 0.9390 data_cost: 0.0008 ips: 51.1159 images/s [03/13 13:40:20] ppdet.engine INFO: Epoch: [179] [460/610] learning_rate: 0.083448 loss_vfl: 0.910629 loss_bbox: 0.397429 loss_dfl: 0.413506 loss: 1.743840 eta: 19:56:40 batch_cost: 0.9698 data_cost: 0.0011 ips: 49.4960 images/s [03/13 13:40:40] ppdet.engine INFO: Epoch: [179] [480/610] learning_rate: 0.083409 loss_vfl: 0.846611 loss_bbox: 0.391902 loss_dfl: 0.390591 loss: 1.634011 eta: 19:56:20 batch_cost: 0.9532 data_cost: 0.0006 ips: 50.3570 images/s [03/13 13:41:03] ppdet.engine INFO: Epoch: [179] [500/610] learning_rate: 0.083370 loss_vfl: 0.888860 loss_bbox: 0.400711 loss_dfl: 0.400867 loss: 1.692690 eta: 19:56:00 batch_cost: 0.9410 data_cost: 0.0004 ips: 51.0096 images/s [03/13 13:41:25] ppdet.engine INFO: Epoch: [179] [520/610] learning_rate: 0.083330 loss_vfl: 0.865198 loss_bbox: 0.376986 loss_dfl: 0.391091 loss: 1.640022 eta: 19:55:41 batch_cost: 0.9856 data_cost: 0.0004 ips: 48.6993 images/s [03/13 13:41:46] ppdet.engine INFO: Epoch: [179] [540/610] learning_rate: 0.083291 loss_vfl: 0.934932 loss_bbox: 0.419318 loss_dfl: 0.420692 loss: 1.774416 eta: 19:55:20 batch_cost: 0.9089 data_cost: 0.0004 ips: 52.8118 images/s [03/13 13:42:08] ppdet.engine INFO: Epoch: [179] [560/610] learning_rate: 0.083252 loss_vfl: 0.930381 loss_bbox: 0.390693 loss_dfl: 0.401429 loss: 1.729591 eta: 19:55:00 batch_cost: 0.9025 data_cost: 0.0004 ips: 53.1852 images/s [03/13 13:42:28] ppdet.engine INFO: Epoch: [179] [580/610] learning_rate: 0.083212 loss_vfl: 0.827500 loss_bbox: 0.356508 loss_dfl: 0.367493 loss: 1.550791 eta: 19:54:39 batch_cost: 0.9044 data_cost: 0.0004 ips: 53.0746 images/s [03/13 13:42:49] ppdet.engine INFO: Epoch: [179] [600/610] learning_rate: 0.083173 loss_vfl: 0.865882 loss_bbox: 0.377712 loss_dfl: 0.396267 loss: 1.631501 eta: 19:54:19 batch_cost: 0.9661 data_cost: 0.0006 ips: 49.6837 images/s [03/13 13:42:59] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 13:42:59] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 13:43:00] ppdet.engine INFO: Eval iter: 0 [03/13 13:43:22] ppdet.engine INFO: Eval iter: 100 [03/13 13:43:31] ppdet.engine INFO: Eval iter: 200 [03/13 13:43:40] ppdet.engine INFO: Eval iter: 300 [03/13 13:43:49] ppdet.engine INFO: Eval iter: 400 [03/13 13:43:58] ppdet.engine INFO: Eval iter: 500 [03/13 13:44:06] ppdet.engine INFO: Eval iter: 600 [03/13 13:44:20] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.99s) creating index... index created! [03/13 13:44:21] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.96s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=60.93s). Accumulating evaluation results... DONE (t=12.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.372 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.529 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.395 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.154 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.404 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.591 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.312 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.497 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.250 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.595 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768 [03/13 13:45:42] ppdet.engine INFO: Total sample number: 4952, averge FPS: 70.30850430411657 [03/13 13:45:42] ppdet.engine INFO: Best test bbox ap is 0.372. [03/13 13:45:42] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 13:45:42] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 13:45:43] ppdet.engine INFO: Epoch: [180] [ 0/610] learning_rate: 0.083154 loss_vfl: 0.846708 loss_bbox: 0.370112 loss_dfl: 0.366304 loss: 1.567191 eta: 19:54:06 batch_cost: 0.6996 data_cost: 0.0005 ips: 68.6115 images/s [03/13 13:46:06] ppdet.engine INFO: Epoch: [180] [ 20/610] learning_rate: 0.083114 loss_vfl: 0.905110 loss_bbox: 0.407353 loss_dfl: 0.406044 loss: 1.712848 eta: 19:53:48 batch_cost: 1.0667 data_cost: 0.0004 ips: 44.9978 images/s [03/13 13:46:27] ppdet.engine INFO: Epoch: [180] [ 40/610] learning_rate: 0.083075 loss_vfl: 0.851243 loss_bbox: 0.378822 loss_dfl: 0.390438 loss: 1.623814 eta: 19:53:27 batch_cost: 0.9074 data_cost: 0.0005 ips: 52.8995 images/s [03/13 13:46:50] ppdet.engine INFO: Epoch: [180] [ 60/610] learning_rate: 0.083036 loss_vfl: 0.849457 loss_bbox: 0.396729 loss_dfl: 0.394512 loss: 1.623227 eta: 19:53:08 batch_cost: 1.0403 data_cost: 0.0004 ips: 46.1408 images/s [03/13 13:47:12] ppdet.engine INFO: Epoch: [180] [ 80/610] learning_rate: 0.082996 loss_vfl: 0.925354 loss_bbox: 0.413356 loss_dfl: 0.411264 loss: 1.742671 eta: 19:52:48 batch_cost: 0.9292 data_cost: 0.0004 ips: 51.6553 images/s [03/13 13:47:33] ppdet.engine INFO: Epoch: [180] [100/610] learning_rate: 0.082957 loss_vfl: 0.915507 loss_bbox: 0.387632 loss_dfl: 0.401004 loss: 1.707576 eta: 19:52:28 batch_cost: 0.9130 data_cost: 0.0007 ips: 52.5727 images/s [03/13 13:47:54] ppdet.engine INFO: Epoch: [180] [120/610] learning_rate: 0.082918 loss_vfl: 0.823923 loss_bbox: 0.378131 loss_dfl: 0.374802 loss: 1.563063 eta: 19:52:08 batch_cost: 0.9295 data_cost: 0.0004 ips: 51.6398 images/s [03/13 13:48:16] ppdet.engine INFO: Epoch: [180] [140/610] learning_rate: 0.082879 loss_vfl: 0.897236 loss_bbox: 0.390560 loss_dfl: 0.407111 loss: 1.699743 eta: 19:51:47 batch_cost: 0.9355 data_cost: 0.0004 ips: 51.3104 images/s [03/13 13:48:38] ppdet.engine INFO: Epoch: [180] [160/610] learning_rate: 0.082839 loss_vfl: 0.867096 loss_bbox: 0.385841 loss_dfl: 0.400664 loss: 1.656839 eta: 19:51:28 batch_cost: 0.9804 data_cost: 0.0005 ips: 48.9607 images/s [03/13 13:49:00] ppdet.engine INFO: Epoch: [180] [180/610] learning_rate: 0.082800 loss_vfl: 0.885180 loss_bbox: 0.382195 loss_dfl: 0.405387 loss: 1.671602 eta: 19:51:07 batch_cost: 0.9013 data_cost: 0.0008 ips: 53.2554 images/s [03/13 13:49:21] ppdet.engine INFO: Epoch: [180] [200/610] learning_rate: 0.082761 loss_vfl: 0.866200 loss_bbox: 0.394067 loss_dfl: 0.388237 loss: 1.642242 eta: 19:50:47 batch_cost: 0.9582 data_cost: 0.0007 ips: 50.0959 images/s [03/13 13:49:43] ppdet.engine INFO: Epoch: [180] [220/610] learning_rate: 0.082722 loss_vfl: 0.823903 loss_bbox: 0.357362 loss_dfl: 0.375502 loss: 1.551733 eta: 19:50:28 batch_cost: 0.9609 data_cost: 0.0004 ips: 49.9554 images/s [03/13 13:50:03] ppdet.engine INFO: Epoch: [180] [240/610] learning_rate: 0.082683 loss_vfl: 0.860394 loss_bbox: 0.378253 loss_dfl: 0.381116 loss: 1.629495 eta: 19:50:07 batch_cost: 0.9391 data_cost: 0.0004 ips: 51.1112 images/s [03/13 13:50:27] ppdet.engine INFO: Epoch: [180] [260/610] learning_rate: 0.082643 loss_vfl: 0.874941 loss_bbox: 0.377697 loss_dfl: 0.381258 loss: 1.646915 eta: 19:49:49 batch_cost: 1.0815 data_cost: 0.0004 ips: 44.3843 images/s [03/13 13:50:49] ppdet.engine INFO: Epoch: [180] [280/610] learning_rate: 0.082604 loss_vfl: 0.919232 loss_bbox: 0.403899 loss_dfl: 0.407893 loss: 1.749804 eta: 19:49:30 batch_cost: 0.9823 data_cost: 0.0004 ips: 48.8663 images/s [03/13 13:51:10] ppdet.engine INFO: Epoch: [180] [300/610] learning_rate: 0.082565 loss_vfl: 0.889569 loss_bbox: 0.385367 loss_dfl: 0.388036 loss: 1.651634 eta: 19:49:10 batch_cost: 0.9935 data_cost: 0.0004 ips: 48.3146 images/s [03/13 13:51:31] ppdet.engine INFO: Epoch: [180] [320/610] learning_rate: 0.082526 loss_vfl: 0.894360 loss_bbox: 0.418086 loss_dfl: 0.405583 loss: 1.711997 eta: 19:48:49 batch_cost: 0.8729 data_cost: 0.0004 ips: 54.9876 images/s [03/13 13:51:53] ppdet.engine INFO: Epoch: [180] [340/610] learning_rate: 0.082486 loss_vfl: 0.877245 loss_bbox: 0.373447 loss_dfl: 0.393629 loss: 1.658990 eta: 19:48:30 batch_cost: 1.0015 data_cost: 0.0004 ips: 47.9266 images/s [03/13 13:52:14] ppdet.engine INFO: Epoch: [180] [360/610] learning_rate: 0.082447 loss_vfl: 0.856037 loss_bbox: 0.390383 loss_dfl: 0.385719 loss: 1.631550 eta: 19:48:10 batch_cost: 0.9181 data_cost: 0.0004 ips: 52.2796 images/s [03/13 13:52:36] ppdet.engine INFO: Epoch: [180] [380/610] learning_rate: 0.082408 loss_vfl: 0.881487 loss_bbox: 0.398570 loss_dfl: 0.394203 loss: 1.644989 eta: 19:47:50 batch_cost: 0.9933 data_cost: 0.0012 ips: 48.3238 images/s [03/13 13:52:58] ppdet.engine INFO: Epoch: [180] [400/610] learning_rate: 0.082369 loss_vfl: 0.898585 loss_bbox: 0.396217 loss_dfl: 0.407748 loss: 1.729920 eta: 19:47:31 batch_cost: 0.9801 data_cost: 0.0004 ips: 48.9754 images/s [03/13 13:53:19] ppdet.engine INFO: Epoch: [180] [420/610] learning_rate: 0.082330 loss_vfl: 0.864635 loss_bbox: 0.379060 loss_dfl: 0.390783 loss: 1.619668 eta: 19:47:11 batch_cost: 0.9827 data_cost: 0.0004 ips: 48.8461 images/s [03/13 13:53:41] ppdet.engine INFO: Epoch: [180] [440/610] learning_rate: 0.082291 loss_vfl: 0.864727 loss_bbox: 0.399787 loss_dfl: 0.396114 loss: 1.674284 eta: 19:46:51 batch_cost: 0.9604 data_cost: 0.0004 ips: 49.9811 images/s [03/13 13:54:02] ppdet.engine INFO: Epoch: [180] [460/610] learning_rate: 0.082251 loss_vfl: 0.927837 loss_bbox: 0.431457 loss_dfl: 0.430723 loss: 1.795999 eta: 19:46:32 batch_cost: 0.9646 data_cost: 0.0004 ips: 49.7610 images/s [03/13 13:54:24] ppdet.engine INFO: Epoch: [180] [480/610] learning_rate: 0.082212 loss_vfl: 0.838194 loss_bbox: 0.388005 loss_dfl: 0.394837 loss: 1.642182 eta: 19:46:12 batch_cost: 0.9880 data_cost: 0.0007 ips: 48.5844 images/s [03/13 13:54:47] ppdet.engine INFO: Epoch: [180] [500/610] learning_rate: 0.082173 loss_vfl: 0.863315 loss_bbox: 0.375290 loss_dfl: 0.407098 loss: 1.668064 eta: 19:45:53 batch_cost: 1.0145 data_cost: 0.0004 ips: 47.3117 images/s [03/13 13:55:07] ppdet.engine INFO: Epoch: [180] [520/610] learning_rate: 0.082134 loss_vfl: 0.969466 loss_bbox: 0.421685 loss_dfl: 0.437928 loss: 1.836075 eta: 19:45:33 batch_cost: 0.9067 data_cost: 0.0004 ips: 52.9406 images/s [03/13 13:55:28] ppdet.engine INFO: Epoch: [180] [540/610] learning_rate: 0.082095 loss_vfl: 0.881482 loss_bbox: 0.392574 loss_dfl: 0.402830 loss: 1.693253 eta: 19:45:12 batch_cost: 0.9174 data_cost: 0.0005 ips: 52.3215 images/s [03/13 13:55:50] ppdet.engine INFO: Epoch: [180] [560/610] learning_rate: 0.082056 loss_vfl: 0.889335 loss_bbox: 0.395220 loss_dfl: 0.401493 loss: 1.671754 eta: 19:44:52 batch_cost: 0.9410 data_cost: 0.0004 ips: 51.0085 images/s [03/13 13:56:12] ppdet.engine INFO: Epoch: [180] [580/610] learning_rate: 0.082016 loss_vfl: 0.886354 loss_bbox: 0.401483 loss_dfl: 0.399526 loss: 1.709977 eta: 19:44:33 batch_cost: 1.0400 data_cost: 0.0004 ips: 46.1542 images/s [03/13 13:56:34] ppdet.engine INFO: Epoch: [180] [600/610] learning_rate: 0.081977 loss_vfl: 0.893117 loss_bbox: 0.401139 loss_dfl: 0.399833 loss: 1.674324 eta: 19:44:14 batch_cost: 0.9691 data_cost: 0.0005 ips: 49.5301 images/s [03/13 13:56:56] ppdet.engine INFO: Epoch: [181] [ 0/610] learning_rate: 0.081958 loss_vfl: 0.916754 loss_bbox: 0.414558 loss_dfl: 0.414679 loss: 1.779186 eta: 19:44:10 batch_cost: 1.3903 data_cost: 0.6458 ips: 34.5241 images/s [03/13 13:57:19] ppdet.engine INFO: Epoch: [181] [ 20/610] learning_rate: 0.081919 loss_vfl: 0.894064 loss_bbox: 0.397468 loss_dfl: 0.393223 loss: 1.678667 eta: 19:43:50 batch_cost: 1.0221 data_cost: 0.0004 ips: 46.9627 images/s [03/13 13:57:41] ppdet.engine INFO: Epoch: [181] [ 40/610] learning_rate: 0.081879 loss_vfl: 0.810333 loss_bbox: 0.356560 loss_dfl: 0.374121 loss: 1.536824 eta: 19:43:31 batch_cost: 0.9647 data_cost: 0.0004 ips: 49.7575 images/s [03/13 13:58:02] ppdet.engine INFO: Epoch: [181] [ 60/610] learning_rate: 0.081840 loss_vfl: 0.872466 loss_bbox: 0.389796 loss_dfl: 0.392329 loss: 1.646946 eta: 19:43:11 batch_cost: 0.9765 data_cost: 0.0006 ips: 49.1574 images/s [03/13 13:58:26] ppdet.engine INFO: Epoch: [181] [ 80/610] learning_rate: 0.081801 loss_vfl: 0.825684 loss_bbox: 0.361744 loss_dfl: 0.385840 loss: 1.571052 eta: 19:42:52 batch_cost: 1.0145 data_cost: 0.0006 ips: 47.3134 images/s [03/13 13:58:47] ppdet.engine INFO: Epoch: [181] [100/610] learning_rate: 0.081762 loss_vfl: 0.890704 loss_bbox: 0.388817 loss_dfl: 0.406211 loss: 1.689883 eta: 19:42:32 batch_cost: 0.9449 data_cost: 0.0004 ips: 50.8012 images/s [03/13 13:59:08] ppdet.engine INFO: Epoch: [181] [120/610] learning_rate: 0.081723 loss_vfl: 0.896754 loss_bbox: 0.392033 loss_dfl: 0.406096 loss: 1.694721 eta: 19:42:12 batch_cost: 0.9364 data_cost: 0.0004 ips: 51.2606 images/s [03/13 13:59:31] ppdet.engine INFO: Epoch: [181] [140/610] learning_rate: 0.081684 loss_vfl: 0.834183 loss_bbox: 0.374379 loss_dfl: 0.390351 loss: 1.617223 eta: 19:41:52 batch_cost: 0.9368 data_cost: 0.0011 ips: 51.2387 images/s [03/13 13:59:53] ppdet.engine INFO: Epoch: [181] [160/610] learning_rate: 0.081645 loss_vfl: 0.829396 loss_bbox: 0.362631 loss_dfl: 0.384952 loss: 1.564263 eta: 19:41:32 batch_cost: 0.9833 data_cost: 0.0004 ips: 48.8133 images/s [03/13 14:00:13] ppdet.engine INFO: Epoch: [181] [180/610] learning_rate: 0.081606 loss_vfl: 0.887617 loss_bbox: 0.381455 loss_dfl: 0.390920 loss: 1.673792 eta: 19:41:12 batch_cost: 0.8989 data_cost: 0.0004 ips: 53.3983 images/s [03/13 14:00:36] ppdet.engine INFO: Epoch: [181] [200/610] learning_rate: 0.081567 loss_vfl: 0.879969 loss_bbox: 0.396982 loss_dfl: 0.397133 loss: 1.692999 eta: 19:40:53 batch_cost: 1.0523 data_cost: 0.0004 ips: 45.6133 images/s [03/13 14:00:57] ppdet.engine INFO: Epoch: [181] [220/610] learning_rate: 0.081527 loss_vfl: 0.826807 loss_bbox: 0.358291 loss_dfl: 0.378008 loss: 1.569138 eta: 19:40:33 batch_cost: 0.9156 data_cost: 0.0004 ips: 52.4274 images/s [03/13 14:01:19] ppdet.engine INFO: Epoch: [181] [240/610] learning_rate: 0.081488 loss_vfl: 0.866226 loss_bbox: 0.376672 loss_dfl: 0.391875 loss: 1.659303 eta: 19:40:13 batch_cost: 1.0139 data_cost: 0.0005 ips: 47.3443 images/s [03/13 14:01:41] ppdet.engine INFO: Epoch: [181] [260/610] learning_rate: 0.081449 loss_vfl: 0.891909 loss_bbox: 0.412855 loss_dfl: 0.414630 loss: 1.727789 eta: 19:39:54 batch_cost: 1.0126 data_cost: 0.0004 ips: 47.4046 images/s [03/13 14:02:03] ppdet.engine INFO: Epoch: [181] [280/610] learning_rate: 0.081410 loss_vfl: 0.911463 loss_bbox: 0.425868 loss_dfl: 0.421489 loss: 1.758591 eta: 19:39:34 batch_cost: 0.9038 data_cost: 0.0004 ips: 53.1101 images/s [03/13 14:02:26] ppdet.engine INFO: Epoch: [181] [300/610] learning_rate: 0.081371 loss_vfl: 0.868323 loss_bbox: 0.386851 loss_dfl: 0.398528 loss: 1.663027 eta: 19:39:14 batch_cost: 0.9676 data_cost: 0.0004 ips: 49.6075 images/s [03/13 14:02:46] ppdet.engine INFO: Epoch: [181] [320/610] learning_rate: 0.081332 loss_vfl: 0.886917 loss_bbox: 0.404375 loss_dfl: 0.398550 loss: 1.705147 eta: 19:38:54 batch_cost: 0.9162 data_cost: 0.0004 ips: 52.3908 images/s [03/13 14:03:08] ppdet.engine INFO: Epoch: [181] [340/610] learning_rate: 0.081293 loss_vfl: 0.913053 loss_bbox: 0.410133 loss_dfl: 0.412902 loss: 1.735825 eta: 19:38:34 batch_cost: 0.9763 data_cost: 0.0009 ips: 49.1646 images/s [03/13 14:03:30] ppdet.engine INFO: Epoch: [181] [360/610] learning_rate: 0.081254 loss_vfl: 0.897326 loss_bbox: 0.389805 loss_dfl: 0.400610 loss: 1.698690 eta: 19:38:14 batch_cost: 0.9672 data_cost: 0.0007 ips: 49.6299 images/s [03/13 14:03:51] ppdet.engine INFO: Epoch: [181] [380/610] learning_rate: 0.081215 loss_vfl: 0.845591 loss_bbox: 0.391057 loss_dfl: 0.409081 loss: 1.649583 eta: 19:37:54 batch_cost: 0.9166 data_cost: 0.0004 ips: 52.3648 images/s [03/13 14:04:13] ppdet.engine INFO: Epoch: [181] [400/610] learning_rate: 0.081176 loss_vfl: 0.905504 loss_bbox: 0.412327 loss_dfl: 0.405208 loss: 1.723246 eta: 19:37:34 batch_cost: 0.9660 data_cost: 0.0004 ips: 49.6890 images/s [03/13 14:04:35] ppdet.engine INFO: Epoch: [181] [420/610] learning_rate: 0.081137 loss_vfl: 0.853444 loss_bbox: 0.372620 loss_dfl: 0.378479 loss: 1.588238 eta: 19:37:15 batch_cost: 1.0120 data_cost: 0.0009 ips: 47.4293 images/s [03/13 14:04:57] ppdet.engine INFO: Epoch: [181] [440/610] learning_rate: 0.081098 loss_vfl: 0.871033 loss_bbox: 0.391865 loss_dfl: 0.392753 loss: 1.659700 eta: 19:36:56 batch_cost: 0.9876 data_cost: 0.0004 ips: 48.6032 images/s [03/13 14:05:18] ppdet.engine INFO: Epoch: [181] [460/610] learning_rate: 0.081059 loss_vfl: 0.849409 loss_bbox: 0.379840 loss_dfl: 0.373712 loss: 1.601879 eta: 19:36:35 batch_cost: 0.9329 data_cost: 0.0004 ips: 51.4531 images/s [03/13 14:05:39] ppdet.engine INFO: Epoch: [181] [480/610] learning_rate: 0.081020 loss_vfl: 0.924123 loss_bbox: 0.406236 loss_dfl: 0.415110 loss: 1.744785 eta: 19:36:16 batch_cost: 0.9564 data_cost: 0.0004 ips: 50.1884 images/s [03/13 14:06:01] ppdet.engine INFO: Epoch: [181] [500/610] learning_rate: 0.080981 loss_vfl: 0.879065 loss_bbox: 0.385308 loss_dfl: 0.394762 loss: 1.647988 eta: 19:35:56 batch_cost: 0.9491 data_cost: 0.0004 ips: 50.5769 images/s [03/13 14:06:24] ppdet.engine INFO: Epoch: [181] [520/610] learning_rate: 0.080942 loss_vfl: 0.921012 loss_bbox: 0.391796 loss_dfl: 0.407783 loss: 1.748612 eta: 19:35:36 batch_cost: 0.9992 data_cost: 0.0004 ips: 48.0399 images/s [03/13 14:06:46] ppdet.engine INFO: Epoch: [181] [540/610] learning_rate: 0.080903 loss_vfl: 0.866295 loss_bbox: 0.383874 loss_dfl: 0.390322 loss: 1.635622 eta: 19:35:17 batch_cost: 0.9977 data_cost: 0.0004 ips: 48.1128 images/s [03/13 14:07:07] ppdet.engine INFO: Epoch: [181] [560/610] learning_rate: 0.080864 loss_vfl: 0.874013 loss_bbox: 0.386795 loss_dfl: 0.392150 loss: 1.651368 eta: 19:34:56 batch_cost: 0.8885 data_cost: 0.0004 ips: 54.0220 images/s [03/13 14:07:29] ppdet.engine INFO: Epoch: [181] [580/610] learning_rate: 0.080825 loss_vfl: 0.890725 loss_bbox: 0.387479 loss_dfl: 0.387743 loss: 1.672302 eta: 19:34:37 batch_cost: 0.9761 data_cost: 0.0004 ips: 49.1750 images/s [03/13 14:07:50] ppdet.engine INFO: Epoch: [181] [600/610] learning_rate: 0.080786 loss_vfl: 0.900554 loss_bbox: 0.410811 loss_dfl: 0.407689 loss: 1.725709 eta: 19:34:17 batch_cost: 0.9573 data_cost: 0.0005 ips: 50.1387 images/s [03/13 14:08:12] ppdet.engine INFO: Epoch: [182] [ 0/610] learning_rate: 0.080766 loss_vfl: 0.886299 loss_bbox: 0.408890 loss_dfl: 0.403548 loss: 1.682501 eta: 19:34:12 batch_cost: 1.3368 data_cost: 0.3690 ips: 35.9057 images/s [03/13 14:08:37] ppdet.engine INFO: Epoch: [182] [ 20/610] learning_rate: 0.080727 loss_vfl: 0.861101 loss_bbox: 0.386497 loss_dfl: 0.401686 loss: 1.649333 eta: 19:33:53 batch_cost: 1.0546 data_cost: 0.0004 ips: 45.5151 images/s [03/13 14:08:58] ppdet.engine INFO: Epoch: [182] [ 40/610] learning_rate: 0.080688 loss_vfl: 0.873239 loss_bbox: 0.382973 loss_dfl: 0.412654 loss: 1.681559 eta: 19:33:32 batch_cost: 0.8742 data_cost: 0.0004 ips: 54.9065 images/s [03/13 14:09:20] ppdet.engine INFO: Epoch: [182] [ 60/610] learning_rate: 0.080649 loss_vfl: 0.853083 loss_bbox: 0.372283 loss_dfl: 0.396939 loss: 1.616242 eta: 19:33:13 batch_cost: 0.9997 data_cost: 0.0011 ips: 48.0167 images/s [03/13 14:09:42] ppdet.engine INFO: Epoch: [182] [ 80/610] learning_rate: 0.080610 loss_vfl: 0.914496 loss_bbox: 0.411629 loss_dfl: 0.414498 loss: 1.739407 eta: 19:32:53 batch_cost: 0.9740 data_cost: 0.0004 ips: 49.2815 images/s [03/13 14:10:03] ppdet.engine INFO: Epoch: [182] [100/610] learning_rate: 0.080571 loss_vfl: 0.926034 loss_bbox: 0.415196 loss_dfl: 0.413674 loss: 1.765152 eta: 19:32:34 batch_cost: 0.9880 data_cost: 0.0004 ips: 48.5852 images/s [03/13 14:10:25] ppdet.engine INFO: Epoch: [182] [120/610] learning_rate: 0.080532 loss_vfl: 0.889945 loss_bbox: 0.411820 loss_dfl: 0.415398 loss: 1.730128 eta: 19:32:14 batch_cost: 0.9767 data_cost: 0.0005 ips: 49.1461 images/s [03/13 14:10:46] ppdet.engine INFO: Epoch: [182] [140/610] learning_rate: 0.080493 loss_vfl: 0.930876 loss_bbox: 0.425227 loss_dfl: 0.420687 loss: 1.808941 eta: 19:31:54 batch_cost: 0.9499 data_cost: 0.0005 ips: 50.5334 images/s [03/13 14:11:08] ppdet.engine INFO: Epoch: [182] [160/610] learning_rate: 0.080454 loss_vfl: 0.858709 loss_bbox: 0.373677 loss_dfl: 0.382609 loss: 1.608286 eta: 19:31:34 batch_cost: 0.9210 data_cost: 0.0004 ips: 52.1198 images/s [03/13 14:11:30] ppdet.engine INFO: Epoch: [182] [180/610] learning_rate: 0.080415 loss_vfl: 0.892692 loss_bbox: 0.405915 loss_dfl: 0.410599 loss: 1.712813 eta: 19:31:15 batch_cost: 1.0262 data_cost: 0.0004 ips: 46.7727 images/s [03/13 14:11:51] ppdet.engine INFO: Epoch: [182] [200/610] learning_rate: 0.080376 loss_vfl: 0.820057 loss_bbox: 0.374202 loss_dfl: 0.373738 loss: 1.565930 eta: 19:30:56 batch_cost: 0.9841 data_cost: 0.0004 ips: 48.7739 images/s [03/13 14:12:12] ppdet.engine INFO: Epoch: [182] [220/610] learning_rate: 0.080337 loss_vfl: 0.888365 loss_bbox: 0.371143 loss_dfl: 0.386802 loss: 1.658549 eta: 19:30:35 batch_cost: 0.9101 data_cost: 0.0004 ips: 52.7419 images/s [03/13 14:12:33] ppdet.engine INFO: Epoch: [182] [240/610] learning_rate: 0.080298 loss_vfl: 0.846231 loss_bbox: 0.379316 loss_dfl: 0.388411 loss: 1.636798 eta: 19:30:15 batch_cost: 0.9470 data_cost: 0.0011 ips: 50.6889 images/s [03/13 14:12:56] ppdet.engine INFO: Epoch: [182] [260/610] learning_rate: 0.080259 loss_vfl: 0.897193 loss_bbox: 0.389452 loss_dfl: 0.413487 loss: 1.705928 eta: 19:29:56 batch_cost: 0.9840 data_cost: 0.0004 ips: 48.7819 images/s [03/13 14:13:17] ppdet.engine INFO: Epoch: [182] [280/610] learning_rate: 0.080220 loss_vfl: 0.820996 loss_bbox: 0.372829 loss_dfl: 0.380087 loss: 1.565323 eta: 19:29:35 batch_cost: 0.9275 data_cost: 0.0008 ips: 51.7532 images/s [03/13 14:13:40] ppdet.engine INFO: Epoch: [182] [300/610] learning_rate: 0.080182 loss_vfl: 0.868301 loss_bbox: 0.382639 loss_dfl: 0.389154 loss: 1.633235 eta: 19:29:16 batch_cost: 1.0129 data_cost: 0.0004 ips: 47.3864 images/s [03/13 14:14:03] ppdet.engine INFO: Epoch: [182] [320/610] learning_rate: 0.080143 loss_vfl: 0.878438 loss_bbox: 0.403082 loss_dfl: 0.393234 loss: 1.654322 eta: 19:28:56 batch_cost: 0.9523 data_cost: 0.0004 ips: 50.4061 images/s [03/13 14:14:25] ppdet.engine INFO: Epoch: [182] [340/610] learning_rate: 0.080104 loss_vfl: 0.806323 loss_bbox: 0.371676 loss_dfl: 0.361655 loss: 1.539064 eta: 19:28:37 batch_cost: 1.0310 data_cost: 0.0005 ips: 46.5551 images/s [03/13 14:14:47] ppdet.engine INFO: Epoch: [182] [360/610] learning_rate: 0.080065 loss_vfl: 0.899000 loss_bbox: 0.396178 loss_dfl: 0.407596 loss: 1.697127 eta: 19:28:17 batch_cost: 0.9196 data_cost: 0.0004 ips: 52.1956 images/s [03/13 14:15:08] ppdet.engine INFO: Epoch: [182] [380/610] learning_rate: 0.080026 loss_vfl: 0.875311 loss_bbox: 0.375229 loss_dfl: 0.393515 loss: 1.634870 eta: 19:27:56 batch_cost: 0.8927 data_cost: 0.0004 ips: 53.7722 images/s [03/13 14:15:30] ppdet.engine INFO: Epoch: [182] [400/610] learning_rate: 0.079987 loss_vfl: 0.867861 loss_bbox: 0.395494 loss_dfl: 0.394933 loss: 1.675670 eta: 19:27:37 batch_cost: 0.9928 data_cost: 0.0019 ips: 48.3465 images/s [03/13 14:15:52] ppdet.engine INFO: Epoch: [182] [420/610] learning_rate: 0.079948 loss_vfl: 0.909203 loss_bbox: 0.406128 loss_dfl: 0.407413 loss: 1.743495 eta: 19:27:17 batch_cost: 0.9076 data_cost: 0.0004 ips: 52.8856 images/s [03/13 14:16:13] ppdet.engine INFO: Epoch: [182] [440/610] learning_rate: 0.079909 loss_vfl: 0.835552 loss_bbox: 0.362668 loss_dfl: 0.368362 loss: 1.539369 eta: 19:26:56 batch_cost: 0.9321 data_cost: 0.0004 ips: 51.4951 images/s [03/13 14:16:36] ppdet.engine INFO: Epoch: [182] [460/610] learning_rate: 0.079870 loss_vfl: 0.903488 loss_bbox: 0.399923 loss_dfl: 0.413836 loss: 1.702307 eta: 19:26:37 batch_cost: 1.0142 data_cost: 0.0004 ips: 47.3258 images/s [03/13 14:16:57] ppdet.engine INFO: Epoch: [182] [480/610] learning_rate: 0.079831 loss_vfl: 0.914576 loss_bbox: 0.398430 loss_dfl: 0.412053 loss: 1.701110 eta: 19:26:17 batch_cost: 0.9543 data_cost: 0.0007 ips: 50.2989 images/s [03/13 14:17:19] ppdet.engine INFO: Epoch: [182] [500/610] learning_rate: 0.079792 loss_vfl: 0.826303 loss_bbox: 0.390521 loss_dfl: 0.376557 loss: 1.589143 eta: 19:25:58 batch_cost: 0.9723 data_cost: 0.0004 ips: 49.3690 images/s [03/13 14:17:41] ppdet.engine INFO: Epoch: [182] [520/610] learning_rate: 0.079754 loss_vfl: 0.843282 loss_bbox: 0.359792 loss_dfl: 0.362089 loss: 1.555747 eta: 19:25:38 batch_cost: 0.9354 data_cost: 0.0009 ips: 51.3177 images/s [03/13 14:18:03] ppdet.engine INFO: Epoch: [182] [540/610] learning_rate: 0.079715 loss_vfl: 0.856529 loss_bbox: 0.385773 loss_dfl: 0.395482 loss: 1.643734 eta: 19:25:17 batch_cost: 0.9351 data_cost: 0.0010 ips: 51.3323 images/s [03/13 14:18:25] ppdet.engine INFO: Epoch: [182] [560/610] learning_rate: 0.079676 loss_vfl: 0.846530 loss_bbox: 0.393162 loss_dfl: 0.393692 loss: 1.640462 eta: 19:24:58 batch_cost: 1.0011 data_cost: 0.0004 ips: 47.9476 images/s [03/13 14:18:47] ppdet.engine INFO: Epoch: [182] [580/610] learning_rate: 0.079637 loss_vfl: 0.890360 loss_bbox: 0.394825 loss_dfl: 0.406067 loss: 1.677034 eta: 19:24:39 batch_cost: 1.0051 data_cost: 0.0009 ips: 47.7572 images/s [03/13 14:19:08] ppdet.engine INFO: Epoch: [182] [600/610] learning_rate: 0.079598 loss_vfl: 0.890240 loss_bbox: 0.383251 loss_dfl: 0.394415 loss: 1.675727 eta: 19:24:19 batch_cost: 0.9322 data_cost: 0.0013 ips: 51.4918 images/s [03/13 14:19:30] ppdet.engine INFO: Epoch: [183] [ 0/610] learning_rate: 0.079579 loss_vfl: 0.905906 loss_bbox: 0.384054 loss_dfl: 0.404717 loss: 1.696702 eta: 19:24:14 batch_cost: 1.3110 data_cost: 0.6343 ips: 36.6124 images/s [03/13 14:19:55] ppdet.engine INFO: Epoch: [183] [ 20/610] learning_rate: 0.079540 loss_vfl: 0.844560 loss_bbox: 0.379817 loss_dfl: 0.377820 loss: 1.580104 eta: 19:23:55 batch_cost: 1.0044 data_cost: 0.0005 ips: 47.7918 images/s [03/13 14:20:18] ppdet.engine INFO: Epoch: [183] [ 40/610] learning_rate: 0.079501 loss_vfl: 0.852197 loss_bbox: 0.410883 loss_dfl: 0.395549 loss: 1.665715 eta: 19:23:36 batch_cost: 1.0101 data_cost: 0.0005 ips: 47.5203 images/s [03/13 14:20:40] ppdet.engine INFO: Epoch: [183] [ 60/610] learning_rate: 0.079462 loss_vfl: 0.880166 loss_bbox: 0.383119 loss_dfl: 0.399233 loss: 1.652195 eta: 19:23:16 batch_cost: 1.0025 data_cost: 0.0004 ips: 47.8780 images/s [03/13 14:21:02] ppdet.engine INFO: Epoch: [183] [ 80/610] learning_rate: 0.079423 loss_vfl: 0.864740 loss_bbox: 0.399262 loss_dfl: 0.397937 loss: 1.668232 eta: 19:22:57 batch_cost: 0.9775 data_cost: 0.0004 ips: 49.1032 images/s [03/13 14:21:24] ppdet.engine INFO: Epoch: [183] [100/610] learning_rate: 0.079384 loss_vfl: 0.893511 loss_bbox: 0.409040 loss_dfl: 0.401652 loss: 1.691673 eta: 19:22:37 batch_cost: 0.9962 data_cost: 0.0004 ips: 48.1820 images/s [03/13 14:21:45] ppdet.engine INFO: Epoch: [183] [120/610] learning_rate: 0.079346 loss_vfl: 0.824815 loss_bbox: 0.367139 loss_dfl: 0.382375 loss: 1.594768 eta: 19:22:18 batch_cost: 0.9684 data_cost: 0.0004 ips: 49.5676 images/s [03/13 14:22:05] ppdet.engine INFO: Epoch: [183] [140/610] learning_rate: 0.079307 loss_vfl: 0.873027 loss_bbox: 0.386050 loss_dfl: 0.387179 loss: 1.618800 eta: 19:21:57 batch_cost: 0.9049 data_cost: 0.0004 ips: 53.0441 images/s [03/13 14:22:27] ppdet.engine INFO: Epoch: [183] [160/610] learning_rate: 0.079268 loss_vfl: 0.885018 loss_bbox: 0.398941 loss_dfl: 0.411598 loss: 1.697080 eta: 19:21:37 batch_cost: 0.9378 data_cost: 0.0004 ips: 51.1859 images/s [03/13 14:22:50] ppdet.engine INFO: Epoch: [183] [180/610] learning_rate: 0.079229 loss_vfl: 0.838095 loss_bbox: 0.364424 loss_dfl: 0.368822 loss: 1.583581 eta: 19:21:18 batch_cost: 1.0316 data_cost: 0.0004 ips: 46.5288 images/s [03/13 14:23:12] ppdet.engine INFO: Epoch: [183] [200/610] learning_rate: 0.079190 loss_vfl: 0.871614 loss_bbox: 0.386982 loss_dfl: 0.398305 loss: 1.650218 eta: 19:20:59 batch_cost: 1.0133 data_cost: 0.0004 ips: 47.3716 images/s [03/13 14:23:34] ppdet.engine INFO: Epoch: [183] [220/610] learning_rate: 0.079152 loss_vfl: 0.859921 loss_bbox: 0.368251 loss_dfl: 0.378142 loss: 1.608990 eta: 19:20:39 batch_cost: 0.9275 data_cost: 0.0004 ips: 51.7547 images/s [03/13 14:23:55] ppdet.engine INFO: Epoch: [183] [240/610] learning_rate: 0.079113 loss_vfl: 0.872473 loss_bbox: 0.385900 loss_dfl: 0.395875 loss: 1.648607 eta: 19:20:19 batch_cost: 0.9726 data_cost: 0.0004 ips: 49.3512 images/s [03/13 14:24:16] ppdet.engine INFO: Epoch: [183] [260/610] learning_rate: 0.079074 loss_vfl: 0.854859 loss_bbox: 0.399660 loss_dfl: 0.400551 loss: 1.669095 eta: 19:19:59 batch_cost: 0.9174 data_cost: 0.0004 ips: 52.3206 images/s [03/13 14:24:38] ppdet.engine INFO: Epoch: [183] [280/610] learning_rate: 0.079035 loss_vfl: 0.898071 loss_bbox: 0.389481 loss_dfl: 0.395195 loss: 1.680079 eta: 19:19:40 batch_cost: 1.0269 data_cost: 0.0004 ips: 46.7404 images/s [03/13 14:25:01] ppdet.engine INFO: Epoch: [183] [300/610] learning_rate: 0.078996 loss_vfl: 0.908880 loss_bbox: 0.402814 loss_dfl: 0.415094 loss: 1.746284 eta: 19:19:20 batch_cost: 0.9714 data_cost: 0.0004 ips: 49.4148 images/s [03/13 14:25:23] ppdet.engine INFO: Epoch: [183] [320/610] learning_rate: 0.078958 loss_vfl: 0.850593 loss_bbox: 0.383408 loss_dfl: 0.381687 loss: 1.621926 eta: 19:19:01 batch_cost: 0.9923 data_cost: 0.0004 ips: 48.3711 images/s [03/13 14:25:44] ppdet.engine INFO: Epoch: [183] [340/610] learning_rate: 0.078919 loss_vfl: 0.813804 loss_bbox: 0.358143 loss_dfl: 0.364121 loss: 1.527728 eta: 19:18:41 batch_cost: 0.9706 data_cost: 0.0005 ips: 49.4536 images/s [03/13 14:26:07] ppdet.engine INFO: Epoch: [183] [360/610] learning_rate: 0.078880 loss_vfl: 0.883852 loss_bbox: 0.405589 loss_dfl: 0.403539 loss: 1.668227 eta: 19:18:22 batch_cost: 1.0159 data_cost: 0.0004 ips: 47.2495 images/s [03/13 14:26:28] ppdet.engine INFO: Epoch: [183] [380/610] learning_rate: 0.078841 loss_vfl: 0.878688 loss_bbox: 0.387579 loss_dfl: 0.401707 loss: 1.676204 eta: 19:18:02 batch_cost: 0.9405 data_cost: 0.0004 ips: 51.0377 images/s [03/13 14:26:49] ppdet.engine INFO: Epoch: [183] [400/610] learning_rate: 0.078803 loss_vfl: 0.906286 loss_bbox: 0.400459 loss_dfl: 0.403727 loss: 1.702383 eta: 19:17:42 batch_cost: 0.9904 data_cost: 0.0004 ips: 48.4673 images/s [03/13 14:27:11] ppdet.engine INFO: Epoch: [183] [420/610] learning_rate: 0.078764 loss_vfl: 0.852620 loss_bbox: 0.383893 loss_dfl: 0.395564 loss: 1.647829 eta: 19:17:22 batch_cost: 0.9322 data_cost: 0.0005 ips: 51.4914 images/s [03/13 14:27:32] ppdet.engine INFO: Epoch: [183] [440/610] learning_rate: 0.078725 loss_vfl: 0.900206 loss_bbox: 0.414896 loss_dfl: 0.410447 loss: 1.725372 eta: 19:17:02 batch_cost: 0.9361 data_cost: 0.0004 ips: 51.2743 images/s [03/13 14:27:54] ppdet.engine INFO: Epoch: [183] [460/610] learning_rate: 0.078686 loss_vfl: 0.848453 loss_bbox: 0.361837 loss_dfl: 0.372061 loss: 1.571042 eta: 19:16:42 batch_cost: 0.9348 data_cost: 0.0004 ips: 51.3497 images/s [03/13 14:28:15] ppdet.engine INFO: Epoch: [183] [480/610] learning_rate: 0.078647 loss_vfl: 0.887195 loss_bbox: 0.397544 loss_dfl: 0.404315 loss: 1.675099 eta: 19:16:21 batch_cost: 0.8985 data_cost: 0.0004 ips: 53.4233 images/s [03/13 14:28:37] ppdet.engine INFO: Epoch: [183] [500/610] learning_rate: 0.078609 loss_vfl: 0.890563 loss_bbox: 0.386591 loss_dfl: 0.393787 loss: 1.647145 eta: 19:16:02 batch_cost: 1.0036 data_cost: 0.0004 ips: 47.8272 images/s [03/13 14:28:59] ppdet.engine INFO: Epoch: [183] [520/610] learning_rate: 0.078570 loss_vfl: 0.860989 loss_bbox: 0.376316 loss_dfl: 0.377227 loss: 1.620126 eta: 19:15:43 batch_cost: 1.0071 data_cost: 0.0004 ips: 47.6604 images/s [03/13 14:29:20] ppdet.engine INFO: Epoch: [183] [540/610] learning_rate: 0.078531 loss_vfl: 0.834600 loss_bbox: 0.360050 loss_dfl: 0.383552 loss: 1.579648 eta: 19:15:22 batch_cost: 0.8887 data_cost: 0.0010 ips: 54.0122 images/s [03/13 14:29:42] ppdet.engine INFO: Epoch: [183] [560/610] learning_rate: 0.078493 loss_vfl: 0.892396 loss_bbox: 0.402300 loss_dfl: 0.421882 loss: 1.727693 eta: 19:15:03 batch_cost: 0.9854 data_cost: 0.0004 ips: 48.7097 images/s [03/13 14:30:04] ppdet.engine INFO: Epoch: [183] [580/610] learning_rate: 0.078454 loss_vfl: 0.873964 loss_bbox: 0.390510 loss_dfl: 0.404106 loss: 1.655374 eta: 19:14:43 batch_cost: 0.9513 data_cost: 0.0006 ips: 50.4572 images/s [03/13 14:30:24] ppdet.engine INFO: Epoch: [183] [600/610] learning_rate: 0.078415 loss_vfl: 0.843632 loss_bbox: 0.374039 loss_dfl: 0.387479 loss: 1.609252 eta: 19:14:23 batch_cost: 0.9185 data_cost: 0.0005 ips: 52.2566 images/s [03/13 14:30:46] ppdet.engine INFO: Epoch: [184] [ 0/610] learning_rate: 0.078396 loss_vfl: 0.918872 loss_bbox: 0.412529 loss_dfl: 0.416156 loss: 1.757323 eta: 19:14:18 batch_cost: 1.3658 data_cost: 0.5942 ips: 35.1455 images/s [03/13 14:31:10] ppdet.engine INFO: Epoch: [184] [ 20/610] learning_rate: 0.078357 loss_vfl: 0.842276 loss_bbox: 0.368332 loss_dfl: 0.371471 loss: 1.570283 eta: 19:14:00 batch_cost: 1.1120 data_cost: 0.0004 ips: 43.1671 images/s [03/13 14:31:31] ppdet.engine INFO: Epoch: [184] [ 40/610] learning_rate: 0.078318 loss_vfl: 0.867001 loss_bbox: 0.393283 loss_dfl: 0.406726 loss: 1.657508 eta: 19:13:39 batch_cost: 0.9125 data_cost: 0.0004 ips: 52.6008 images/s [03/13 14:31:53] ppdet.engine INFO: Epoch: [184] [ 60/610] learning_rate: 0.078280 loss_vfl: 0.898734 loss_bbox: 0.410326 loss_dfl: 0.420432 loss: 1.733365 eta: 19:13:20 batch_cost: 0.9638 data_cost: 0.0004 ips: 49.8006 images/s [03/13 14:32:15] ppdet.engine INFO: Epoch: [184] [ 80/610] learning_rate: 0.078241 loss_vfl: 0.843306 loss_bbox: 0.391858 loss_dfl: 0.385374 loss: 1.617458 eta: 19:13:00 batch_cost: 0.9750 data_cost: 0.0004 ips: 49.2299 images/s [03/13 14:32:37] ppdet.engine INFO: Epoch: [184] [100/610] learning_rate: 0.078202 loss_vfl: 0.887020 loss_bbox: 0.401961 loss_dfl: 0.404941 loss: 1.699441 eta: 19:12:40 batch_cost: 0.9635 data_cost: 0.0004 ips: 49.8203 images/s [03/13 14:32:59] ppdet.engine INFO: Epoch: [184] [120/610] learning_rate: 0.078164 loss_vfl: 0.820273 loss_bbox: 0.365550 loss_dfl: 0.374662 loss: 1.555320 eta: 19:12:21 batch_cost: 0.9907 data_cost: 0.0004 ips: 48.4488 images/s [03/13 14:33:20] ppdet.engine INFO: Epoch: [184] [140/610] learning_rate: 0.078125 loss_vfl: 0.846631 loss_bbox: 0.380132 loss_dfl: 0.386793 loss: 1.605089 eta: 19:12:00 batch_cost: 0.9010 data_cost: 0.0005 ips: 53.2727 images/s [03/13 14:33:42] ppdet.engine INFO: Epoch: [184] [160/610] learning_rate: 0.078086 loss_vfl: 0.869376 loss_bbox: 0.375423 loss_dfl: 0.378440 loss: 1.641307 eta: 19:11:41 batch_cost: 0.9846 data_cost: 0.0004 ips: 48.7525 images/s [03/13 14:34:04] ppdet.engine INFO: Epoch: [184] [180/610] learning_rate: 0.078048 loss_vfl: 0.876109 loss_bbox: 0.377747 loss_dfl: 0.394810 loss: 1.646067 eta: 19:11:21 batch_cost: 0.9943 data_cost: 0.0009 ips: 48.2742 images/s [03/13 14:34:26] ppdet.engine INFO: Epoch: [184] [200/610] learning_rate: 0.078009 loss_vfl: 0.851305 loss_bbox: 0.423477 loss_dfl: 0.402129 loss: 1.686510 eta: 19:11:01 batch_cost: 0.9174 data_cost: 0.0010 ips: 52.3237 images/s [03/13 14:34:49] ppdet.engine INFO: Epoch: [184] [220/610] learning_rate: 0.077970 loss_vfl: 0.852742 loss_bbox: 0.371065 loss_dfl: 0.384570 loss: 1.602064 eta: 19:10:42 batch_cost: 1.0162 data_cost: 0.0007 ips: 47.2334 images/s [03/13 14:35:10] ppdet.engine INFO: Epoch: [184] [240/610] learning_rate: 0.077932 loss_vfl: 0.885706 loss_bbox: 0.378494 loss_dfl: 0.393029 loss: 1.642551 eta: 19:10:22 batch_cost: 0.9456 data_cost: 0.0004 ips: 50.7605 images/s [03/13 14:35:32] ppdet.engine INFO: Epoch: [184] [260/610] learning_rate: 0.077893 loss_vfl: 0.874473 loss_bbox: 0.379723 loss_dfl: 0.391092 loss: 1.663994 eta: 19:10:03 batch_cost: 1.0005 data_cost: 0.0005 ips: 47.9749 images/s [03/13 14:35:53] ppdet.engine INFO: Epoch: [184] [280/610] learning_rate: 0.077854 loss_vfl: 0.859719 loss_bbox: 0.381791 loss_dfl: 0.394144 loss: 1.629418 eta: 19:09:43 batch_cost: 0.9483 data_cost: 0.0004 ips: 50.6162 images/s [03/13 14:36:16] ppdet.engine INFO: Epoch: [184] [300/610] learning_rate: 0.077816 loss_vfl: 0.922878 loss_bbox: 0.405313 loss_dfl: 0.416553 loss: 1.737125 eta: 19:09:23 batch_cost: 0.9895 data_cost: 0.0004 ips: 48.5111 images/s [03/13 14:36:38] ppdet.engine INFO: Epoch: [184] [320/610] learning_rate: 0.077777 loss_vfl: 0.851889 loss_bbox: 0.383340 loss_dfl: 0.369884 loss: 1.586443 eta: 19:09:03 batch_cost: 0.9460 data_cost: 0.0004 ips: 50.7376 images/s [03/13 14:36:59] ppdet.engine INFO: Epoch: [184] [340/610] learning_rate: 0.077738 loss_vfl: 0.840283 loss_bbox: 0.402055 loss_dfl: 0.388029 loss: 1.623802 eta: 19:08:43 batch_cost: 0.9282 data_cost: 0.0004 ips: 51.7140 images/s [03/13 14:37:22] ppdet.engine INFO: Epoch: [184] [360/610] learning_rate: 0.077700 loss_vfl: 0.795872 loss_bbox: 0.361293 loss_dfl: 0.373073 loss: 1.535334 eta: 19:08:23 batch_cost: 0.9817 data_cost: 0.0004 ips: 48.8935 images/s [03/13 14:37:43] ppdet.engine INFO: Epoch: [184] [380/610] learning_rate: 0.077661 loss_vfl: 0.842843 loss_bbox: 0.370924 loss_dfl: 0.381822 loss: 1.595869 eta: 19:08:04 batch_cost: 0.9830 data_cost: 0.0005 ips: 48.8308 images/s [03/13 14:38:04] ppdet.engine INFO: Epoch: [184] [400/610] learning_rate: 0.077623 loss_vfl: 0.897306 loss_bbox: 0.388508 loss_dfl: 0.385895 loss: 1.650382 eta: 19:07:44 batch_cost: 0.9309 data_cost: 0.0004 ips: 51.5636 images/s [03/13 14:38:26] ppdet.engine INFO: Epoch: [184] [420/610] learning_rate: 0.077584 loss_vfl: 0.853840 loss_bbox: 0.379971 loss_dfl: 0.390526 loss: 1.626955 eta: 19:07:23 batch_cost: 0.9036 data_cost: 0.0007 ips: 53.1197 images/s [03/13 14:38:47] ppdet.engine INFO: Epoch: [184] [440/610] learning_rate: 0.077545 loss_vfl: 0.885272 loss_bbox: 0.397621 loss_dfl: 0.412077 loss: 1.716183 eta: 19:07:03 batch_cost: 0.9384 data_cost: 0.0004 ips: 51.1528 images/s [03/13 14:39:08] ppdet.engine INFO: Epoch: [184] [460/610] learning_rate: 0.077507 loss_vfl: 0.894647 loss_bbox: 0.400213 loss_dfl: 0.409136 loss: 1.697476 eta: 19:06:43 batch_cost: 0.9089 data_cost: 0.0004 ips: 52.8131 images/s [03/13 14:39:30] ppdet.engine INFO: Epoch: [184] [480/610] learning_rate: 0.077468 loss_vfl: 0.891146 loss_bbox: 0.410525 loss_dfl: 0.409310 loss: 1.706156 eta: 19:06:23 batch_cost: 0.9970 data_cost: 0.0009 ips: 48.1433 images/s [03/13 14:39:53] ppdet.engine INFO: Epoch: [184] [500/610] learning_rate: 0.077430 loss_vfl: 0.893044 loss_bbox: 0.409483 loss_dfl: 0.401547 loss: 1.695462 eta: 19:06:04 batch_cost: 1.0062 data_cost: 0.0004 ips: 47.7037 images/s [03/13 14:40:13] ppdet.engine INFO: Epoch: [184] [520/610] learning_rate: 0.077391 loss_vfl: 0.893264 loss_bbox: 0.395013 loss_dfl: 0.397767 loss: 1.689451 eta: 19:05:44 batch_cost: 0.9226 data_cost: 0.0004 ips: 52.0262 images/s [03/13 14:40:35] ppdet.engine INFO: Epoch: [184] [540/610] learning_rate: 0.077352 loss_vfl: 0.887949 loss_bbox: 0.397104 loss_dfl: 0.405619 loss: 1.695515 eta: 19:05:24 batch_cost: 0.9642 data_cost: 0.0014 ips: 49.7825 images/s [03/13 14:40:57] ppdet.engine INFO: Epoch: [184] [560/610] learning_rate: 0.077314 loss_vfl: 0.886668 loss_bbox: 0.395954 loss_dfl: 0.392590 loss: 1.673391 eta: 19:05:04 batch_cost: 0.9189 data_cost: 0.0008 ips: 52.2389 images/s [03/13 14:41:19] ppdet.engine INFO: Epoch: [184] [580/610] learning_rate: 0.077275 loss_vfl: 0.911590 loss_bbox: 0.406313 loss_dfl: 0.410974 loss: 1.742670 eta: 19:04:45 batch_cost: 1.0165 data_cost: 0.0004 ips: 47.2231 images/s [03/13 14:41:40] ppdet.engine INFO: Epoch: [184] [600/610] learning_rate: 0.077237 loss_vfl: 0.854249 loss_bbox: 0.377491 loss_dfl: 0.377807 loss: 1.597110 eta: 19:04:24 batch_cost: 0.8716 data_cost: 0.0005 ips: 55.0705 images/s [03/13 14:41:57] ppdet.engine INFO: Epoch: [185] [ 0/610] learning_rate: 0.077217 loss_vfl: 0.857232 loss_bbox: 0.382341 loss_dfl: 0.396724 loss: 1.642460 eta: 19:04:16 batch_cost: 1.1090 data_cost: 0.3179 ips: 43.2812 images/s [03/13 14:42:26] ppdet.engine INFO: Epoch: [185] [ 20/610] learning_rate: 0.077179 loss_vfl: 0.877012 loss_bbox: 0.383671 loss_dfl: 0.398914 loss: 1.673884 eta: 19:04:00 batch_cost: 1.2408 data_cost: 0.0004 ips: 38.6853 images/s [03/13 14:42:49] ppdet.engine INFO: Epoch: [185] [ 40/610] learning_rate: 0.077140 loss_vfl: 0.850489 loss_bbox: 0.389175 loss_dfl: 0.389028 loss: 1.657319 eta: 19:03:41 batch_cost: 1.0368 data_cost: 0.0008 ips: 46.2982 images/s [03/13 14:43:11] ppdet.engine INFO: Epoch: [185] [ 60/610] learning_rate: 0.077102 loss_vfl: 0.888480 loss_bbox: 0.400128 loss_dfl: 0.407143 loss: 1.743671 eta: 19:03:22 batch_cost: 0.9831 data_cost: 0.0032 ips: 48.8229 images/s [03/13 14:43:32] ppdet.engine INFO: Epoch: [185] [ 80/610] learning_rate: 0.077063 loss_vfl: 0.840088 loss_bbox: 0.359224 loss_dfl: 0.383837 loss: 1.594205 eta: 19:03:02 batch_cost: 0.9863 data_cost: 0.0004 ips: 48.6650 images/s [03/13 14:43:53] ppdet.engine INFO: Epoch: [185] [100/610] learning_rate: 0.077025 loss_vfl: 0.896033 loss_bbox: 0.387961 loss_dfl: 0.410995 loss: 1.703349 eta: 19:02:42 batch_cost: 0.9108 data_cost: 0.0005 ips: 52.7028 images/s [03/13 14:44:14] ppdet.engine INFO: Epoch: [185] [120/610] learning_rate: 0.076986 loss_vfl: 0.852672 loss_bbox: 0.368235 loss_dfl: 0.381454 loss: 1.609530 eta: 19:02:22 batch_cost: 0.9449 data_cost: 0.0004 ips: 50.8001 images/s [03/13 14:44:37] ppdet.engine INFO: Epoch: [185] [140/610] learning_rate: 0.076948 loss_vfl: 0.852735 loss_bbox: 0.380228 loss_dfl: 0.392539 loss: 1.638998 eta: 19:02:02 batch_cost: 0.9897 data_cost: 0.0004 ips: 48.5019 images/s [03/13 14:44:58] ppdet.engine INFO: Epoch: [185] [160/610] learning_rate: 0.076909 loss_vfl: 0.898615 loss_bbox: 0.394968 loss_dfl: 0.405703 loss: 1.709121 eta: 19:01:42 batch_cost: 0.9101 data_cost: 0.0005 ips: 52.7399 images/s [03/13 14:45:19] ppdet.engine INFO: Epoch: [185] [180/610] learning_rate: 0.076871 loss_vfl: 0.908732 loss_bbox: 0.411028 loss_dfl: 0.410922 loss: 1.721254 eta: 19:01:22 batch_cost: 0.9535 data_cost: 0.0004 ips: 50.3383 images/s [03/13 14:45:40] ppdet.engine INFO: Epoch: [185] [200/610] learning_rate: 0.076832 loss_vfl: 0.855875 loss_bbox: 0.385655 loss_dfl: 0.393627 loss: 1.632585 eta: 19:01:01 batch_cost: 0.8961 data_cost: 0.0012 ips: 53.5634 images/s [03/13 14:46:02] ppdet.engine INFO: Epoch: [185] [220/610] learning_rate: 0.076794 loss_vfl: 0.908342 loss_bbox: 0.402695 loss_dfl: 0.402831 loss: 1.740506 eta: 19:00:41 batch_cost: 0.9415 data_cost: 0.0008 ips: 50.9826 images/s [03/13 14:46:24] ppdet.engine INFO: Epoch: [185] [240/610] learning_rate: 0.076755 loss_vfl: 0.875453 loss_bbox: 0.389771 loss_dfl: 0.402466 loss: 1.668205 eta: 19:00:21 batch_cost: 0.9050 data_cost: 0.0004 ips: 53.0387 images/s [03/13 14:46:45] ppdet.engine INFO: Epoch: [185] [260/610] learning_rate: 0.076717 loss_vfl: 0.863889 loss_bbox: 0.373513 loss_dfl: 0.394345 loss: 1.631832 eta: 19:00:01 batch_cost: 0.9286 data_cost: 0.0004 ips: 51.6906 images/s [03/13 14:47:06] ppdet.engine INFO: Epoch: [185] [280/610] learning_rate: 0.076678 loss_vfl: 0.859094 loss_bbox: 0.384947 loss_dfl: 0.385373 loss: 1.624403 eta: 18:59:41 batch_cost: 0.9367 data_cost: 0.0004 ips: 51.2458 images/s [03/13 14:47:27] ppdet.engine INFO: Epoch: [185] [300/610] learning_rate: 0.076640 loss_vfl: 0.941542 loss_bbox: 0.405628 loss_dfl: 0.422836 loss: 1.782663 eta: 18:59:20 batch_cost: 0.8896 data_cost: 0.0004 ips: 53.9575 images/s [03/13 14:47:50] ppdet.engine INFO: Epoch: [185] [320/610] learning_rate: 0.076601 loss_vfl: 0.831033 loss_bbox: 0.376397 loss_dfl: 0.380732 loss: 1.590647 eta: 18:59:01 batch_cost: 1.0254 data_cost: 0.0010 ips: 46.8095 images/s [03/13 14:48:11] ppdet.engine INFO: Epoch: [185] [340/610] learning_rate: 0.076563 loss_vfl: 0.806922 loss_bbox: 0.345322 loss_dfl: 0.370714 loss: 1.510210 eta: 18:58:40 batch_cost: 0.8760 data_cost: 0.0004 ips: 54.7955 images/s [03/13 14:48:33] ppdet.engine INFO: Epoch: [185] [360/610] learning_rate: 0.076524 loss_vfl: 0.853093 loss_bbox: 0.382939 loss_dfl: 0.391293 loss: 1.633522 eta: 18:58:20 batch_cost: 0.9631 data_cost: 0.0010 ips: 49.8390 images/s [03/13 14:48:55] ppdet.engine INFO: Epoch: [185] [380/610] learning_rate: 0.076486 loss_vfl: 0.806637 loss_bbox: 0.365710 loss_dfl: 0.369735 loss: 1.530365 eta: 18:58:00 batch_cost: 0.9169 data_cost: 0.0004 ips: 52.3512 images/s [03/13 14:49:17] ppdet.engine INFO: Epoch: [185] [400/610] learning_rate: 0.076447 loss_vfl: 0.920908 loss_bbox: 0.406844 loss_dfl: 0.416094 loss: 1.745090 eta: 18:57:41 batch_cost: 1.0093 data_cost: 0.0004 ips: 47.5600 images/s [03/13 14:49:38] ppdet.engine INFO: Epoch: [185] [420/610] learning_rate: 0.076409 loss_vfl: 0.839678 loss_bbox: 0.372724 loss_dfl: 0.392758 loss: 1.589070 eta: 18:57:21 batch_cost: 0.9453 data_cost: 0.0004 ips: 50.7774 images/s [03/13 14:50:00] ppdet.engine INFO: Epoch: [185] [440/610] learning_rate: 0.076370 loss_vfl: 0.787329 loss_bbox: 0.363884 loss_dfl: 0.372979 loss: 1.515540 eta: 18:57:01 batch_cost: 0.9388 data_cost: 0.0004 ips: 51.1294 images/s [03/13 14:50:23] ppdet.engine INFO: Epoch: [185] [460/610] learning_rate: 0.076332 loss_vfl: 0.897710 loss_bbox: 0.392141 loss_dfl: 0.397373 loss: 1.675802 eta: 18:56:42 batch_cost: 1.0087 data_cost: 0.0004 ips: 47.5853 images/s [03/13 14:50:43] ppdet.engine INFO: Epoch: [185] [480/610] learning_rate: 0.076294 loss_vfl: 0.886164 loss_bbox: 0.373943 loss_dfl: 0.383521 loss: 1.622154 eta: 18:56:21 batch_cost: 0.9262 data_cost: 0.0004 ips: 51.8220 images/s [03/13 14:51:06] ppdet.engine INFO: Epoch: [185] [500/610] learning_rate: 0.076255 loss_vfl: 0.809170 loss_bbox: 0.356171 loss_dfl: 0.373569 loss: 1.524611 eta: 18:56:01 batch_cost: 0.9383 data_cost: 0.0004 ips: 51.1560 images/s [03/13 14:51:27] ppdet.engine INFO: Epoch: [185] [520/610] learning_rate: 0.076217 loss_vfl: 0.809633 loss_bbox: 0.371588 loss_dfl: 0.378561 loss: 1.579192 eta: 18:55:42 batch_cost: 0.9928 data_cost: 0.0008 ips: 48.3464 images/s [03/13 14:51:48] ppdet.engine INFO: Epoch: [185] [540/610] learning_rate: 0.076178 loss_vfl: 0.867502 loss_bbox: 0.401624 loss_dfl: 0.394789 loss: 1.668445 eta: 18:55:22 batch_cost: 0.9299 data_cost: 0.0004 ips: 51.6204 images/s [03/13 14:52:10] ppdet.engine INFO: Epoch: [185] [560/610] learning_rate: 0.076140 loss_vfl: 0.852263 loss_bbox: 0.383676 loss_dfl: 0.393522 loss: 1.630061 eta: 18:55:02 batch_cost: 0.9614 data_cost: 0.0004 ips: 49.9270 images/s [03/13 14:52:31] ppdet.engine INFO: Epoch: [185] [580/610] learning_rate: 0.076101 loss_vfl: 0.828100 loss_bbox: 0.373228 loss_dfl: 0.383922 loss: 1.577090 eta: 18:54:42 batch_cost: 0.9217 data_cost: 0.0004 ips: 52.0805 images/s [03/13 14:52:52] ppdet.engine INFO: Epoch: [185] [600/610] learning_rate: 0.076063 loss_vfl: 0.885833 loss_bbox: 0.402953 loss_dfl: 0.410986 loss: 1.699364 eta: 18:54:22 batch_cost: 0.9471 data_cost: 0.0006 ips: 50.6810 images/s [03/13 14:53:15] ppdet.engine INFO: Epoch: [186] [ 0/610] learning_rate: 0.076044 loss_vfl: 0.873369 loss_bbox: 0.405352 loss_dfl: 0.410986 loss: 1.672595 eta: 18:54:18 batch_cost: 1.3888 data_cost: 0.6342 ips: 34.5614 images/s [03/13 14:53:41] ppdet.engine INFO: Epoch: [186] [ 20/610] learning_rate: 0.076005 loss_vfl: 0.927008 loss_bbox: 0.403840 loss_dfl: 0.417102 loss: 1.741066 eta: 18:54:01 batch_cost: 1.2206 data_cost: 0.0006 ips: 39.3256 images/s [03/13 14:54:03] ppdet.engine INFO: Epoch: [186] [ 40/610] learning_rate: 0.075967 loss_vfl: 0.863259 loss_bbox: 0.398602 loss_dfl: 0.398318 loss: 1.664052 eta: 18:53:41 batch_cost: 0.9848 data_cost: 0.0004 ips: 48.7385 images/s [03/13 14:54:25] ppdet.engine INFO: Epoch: [186] [ 60/610] learning_rate: 0.075929 loss_vfl: 0.859259 loss_bbox: 0.381114 loss_dfl: 0.379100 loss: 1.585791 eta: 18:53:22 batch_cost: 0.9897 data_cost: 0.0007 ips: 48.4997 images/s [03/13 14:54:47] ppdet.engine INFO: Epoch: [186] [ 80/610] learning_rate: 0.075890 loss_vfl: 0.875494 loss_bbox: 0.382089 loss_dfl: 0.393212 loss: 1.651680 eta: 18:53:03 batch_cost: 1.0085 data_cost: 0.0004 ips: 47.5935 images/s [03/13 14:55:09] ppdet.engine INFO: Epoch: [186] [100/610] learning_rate: 0.075852 loss_vfl: 0.877796 loss_bbox: 0.398388 loss_dfl: 0.399033 loss: 1.673441 eta: 18:52:42 batch_cost: 0.9055 data_cost: 0.0004 ips: 53.0104 images/s [03/13 14:55:31] ppdet.engine INFO: Epoch: [186] [120/610] learning_rate: 0.075814 loss_vfl: 0.889089 loss_bbox: 0.408542 loss_dfl: 0.406385 loss: 1.705381 eta: 18:52:23 batch_cost: 0.9687 data_cost: 0.0004 ips: 49.5519 images/s [03/13 14:55:52] ppdet.engine INFO: Epoch: [186] [140/610] learning_rate: 0.075775 loss_vfl: 0.918309 loss_bbox: 0.403230 loss_dfl: 0.410703 loss: 1.751581 eta: 18:52:02 batch_cost: 0.9025 data_cost: 0.0006 ips: 53.1830 images/s [03/13 14:56:14] ppdet.engine INFO: Epoch: [186] [160/610] learning_rate: 0.075737 loss_vfl: 0.881613 loss_bbox: 0.406156 loss_dfl: 0.411551 loss: 1.697348 eta: 18:51:43 batch_cost: 0.9890 data_cost: 0.0004 ips: 48.5330 images/s [03/13 14:56:36] ppdet.engine INFO: Epoch: [186] [180/610] learning_rate: 0.075698 loss_vfl: 0.889310 loss_bbox: 0.400084 loss_dfl: 0.399850 loss: 1.705872 eta: 18:51:23 batch_cost: 0.9861 data_cost: 0.0004 ips: 48.6768 images/s [03/13 14:56:58] ppdet.engine INFO: Epoch: [186] [200/610] learning_rate: 0.075660 loss_vfl: 0.896534 loss_bbox: 0.389308 loss_dfl: 0.388206 loss: 1.683513 eta: 18:51:04 batch_cost: 1.0088 data_cost: 0.0004 ips: 47.5818 images/s [03/13 14:57:21] ppdet.engine INFO: Epoch: [186] [220/610] learning_rate: 0.075622 loss_vfl: 0.871334 loss_bbox: 0.389762 loss_dfl: 0.394147 loss: 1.658894 eta: 18:50:45 batch_cost: 1.0313 data_cost: 0.0004 ips: 46.5410 images/s [03/13 14:57:42] ppdet.engine INFO: Epoch: [186] [240/610] learning_rate: 0.075583 loss_vfl: 0.834805 loss_bbox: 0.369654 loss_dfl: 0.377637 loss: 1.589290 eta: 18:50:25 batch_cost: 0.9199 data_cost: 0.0004 ips: 52.1810 images/s [03/13 14:58:04] ppdet.engine INFO: Epoch: [186] [260/610] learning_rate: 0.075545 loss_vfl: 0.845592 loss_bbox: 0.383111 loss_dfl: 0.391720 loss: 1.637651 eta: 18:50:06 batch_cost: 1.0024 data_cost: 0.0010 ips: 47.8871 images/s [03/13 14:58:27] ppdet.engine INFO: Epoch: [186] [280/610] learning_rate: 0.075507 loss_vfl: 0.869628 loss_bbox: 0.392286 loss_dfl: 0.389406 loss: 1.626690 eta: 18:49:47 batch_cost: 1.0347 data_cost: 0.0004 ips: 46.3895 images/s [03/13 14:58:47] ppdet.engine INFO: Epoch: [186] [300/610] learning_rate: 0.075468 loss_vfl: 0.897901 loss_bbox: 0.413683 loss_dfl: 0.416478 loss: 1.729852 eta: 18:49:26 batch_cost: 0.9090 data_cost: 0.0004 ips: 52.8079 images/s [03/13 14:59:10] ppdet.engine INFO: Epoch: [186] [320/610] learning_rate: 0.075430 loss_vfl: 0.909926 loss_bbox: 0.410372 loss_dfl: 0.414838 loss: 1.751041 eta: 18:49:06 batch_cost: 0.9285 data_cost: 0.0004 ips: 51.6961 images/s [03/13 14:59:32] ppdet.engine INFO: Epoch: [186] [340/610] learning_rate: 0.075392 loss_vfl: 0.876694 loss_bbox: 0.378348 loss_dfl: 0.396426 loss: 1.645729 eta: 18:48:47 batch_cost: 0.9943 data_cost: 0.0004 ips: 48.2776 images/s [03/13 14:59:53] ppdet.engine INFO: Epoch: [186] [360/610] learning_rate: 0.075353 loss_vfl: 0.870560 loss_bbox: 0.376845 loss_dfl: 0.396036 loss: 1.627626 eta: 18:48:27 batch_cost: 0.9739 data_cost: 0.0004 ips: 49.2880 images/s [03/13 15:00:15] ppdet.engine INFO: Epoch: [186] [380/610] learning_rate: 0.075315 loss_vfl: 0.857806 loss_bbox: 0.375348 loss_dfl: 0.381034 loss: 1.608455 eta: 18:48:07 batch_cost: 0.9132 data_cost: 0.0004 ips: 52.5650 images/s [03/13 15:00:37] ppdet.engine INFO: Epoch: [186] [400/610] learning_rate: 0.075277 loss_vfl: 0.863990 loss_bbox: 0.367153 loss_dfl: 0.392376 loss: 1.618905 eta: 18:47:47 batch_cost: 0.9753 data_cost: 0.0005 ips: 49.2154 images/s [03/13 15:00:59] ppdet.engine INFO: Epoch: [186] [420/610] learning_rate: 0.075239 loss_vfl: 0.863324 loss_bbox: 0.393613 loss_dfl: 0.390748 loss: 1.632653 eta: 18:47:28 batch_cost: 1.0110 data_cost: 0.0004 ips: 47.4779 images/s [03/13 15:01:22] ppdet.engine INFO: Epoch: [186] [440/610] learning_rate: 0.075200 loss_vfl: 0.859845 loss_bbox: 0.398803 loss_dfl: 0.409953 loss: 1.663293 eta: 18:47:10 batch_cost: 1.0863 data_cost: 0.0004 ips: 44.1853 images/s [03/13 15:01:44] ppdet.engine INFO: Epoch: [186] [460/610] learning_rate: 0.075162 loss_vfl: 0.891524 loss_bbox: 0.386648 loss_dfl: 0.409110 loss: 1.716626 eta: 18:46:50 batch_cost: 0.9403 data_cost: 0.0004 ips: 51.0492 images/s [03/13 15:02:06] ppdet.engine INFO: Epoch: [186] [480/610] learning_rate: 0.075124 loss_vfl: 0.876879 loss_bbox: 0.406700 loss_dfl: 0.406113 loss: 1.717088 eta: 18:46:29 batch_cost: 0.8828 data_cost: 0.0004 ips: 54.3726 images/s [03/13 15:02:28] ppdet.engine INFO: Epoch: [186] [500/610] learning_rate: 0.075085 loss_vfl: 0.843949 loss_bbox: 0.373525 loss_dfl: 0.386804 loss: 1.612230 eta: 18:46:10 batch_cost: 1.0069 data_cost: 0.0004 ips: 47.6713 images/s [03/13 15:02:51] ppdet.engine INFO: Epoch: [186] [520/610] learning_rate: 0.075047 loss_vfl: 0.828219 loss_bbox: 0.344426 loss_dfl: 0.372349 loss: 1.555389 eta: 18:45:50 batch_cost: 1.0126 data_cost: 0.0004 ips: 47.4019 images/s [03/13 15:03:13] ppdet.engine INFO: Epoch: [186] [540/610] learning_rate: 0.075009 loss_vfl: 0.875906 loss_bbox: 0.384208 loss_dfl: 0.396528 loss: 1.643362 eta: 18:45:30 batch_cost: 0.9416 data_cost: 0.0004 ips: 50.9789 images/s [03/13 15:03:35] ppdet.engine INFO: Epoch: [186] [560/610] learning_rate: 0.074971 loss_vfl: 0.844764 loss_bbox: 0.373974 loss_dfl: 0.382617 loss: 1.605696 eta: 18:45:11 batch_cost: 0.9753 data_cost: 0.0004 ips: 49.2141 images/s [03/13 15:03:58] ppdet.engine INFO: Epoch: [186] [580/610] learning_rate: 0.074932 loss_vfl: 0.870059 loss_bbox: 0.376583 loss_dfl: 0.394381 loss: 1.629086 eta: 18:44:52 batch_cost: 1.0451 data_cost: 0.0006 ips: 45.9288 images/s [03/13 15:04:19] ppdet.engine INFO: Epoch: [186] [600/610] learning_rate: 0.074894 loss_vfl: 0.868625 loss_bbox: 0.392547 loss_dfl: 0.407274 loss: 1.686891 eta: 18:44:32 batch_cost: 0.9660 data_cost: 0.0005 ips: 49.6877 images/s [03/13 15:04:38] ppdet.engine INFO: Epoch: [187] [ 0/610] learning_rate: 0.074875 loss_vfl: 0.852450 loss_bbox: 0.375608 loss_dfl: 0.399575 loss: 1.638635 eta: 18:44:26 batch_cost: 1.2271 data_cost: 0.3613 ips: 39.1166 images/s [03/13 15:05:04] ppdet.engine INFO: Epoch: [187] [ 20/610] learning_rate: 0.074837 loss_vfl: 0.861473 loss_bbox: 0.370364 loss_dfl: 0.383362 loss: 1.592936 eta: 18:44:09 batch_cost: 1.2442 data_cost: 0.1052 ips: 38.5788 images/s [03/13 15:05:26] ppdet.engine INFO: Epoch: [187] [ 40/610] learning_rate: 0.074799 loss_vfl: 0.874795 loss_bbox: 0.375577 loss_dfl: 0.388982 loss: 1.620460 eta: 18:43:50 batch_cost: 0.9592 data_cost: 0.0004 ips: 50.0410 images/s [03/13 15:05:50] ppdet.engine INFO: Epoch: [187] [ 60/610] learning_rate: 0.074760 loss_vfl: 0.866246 loss_bbox: 0.375217 loss_dfl: 0.388229 loss: 1.627255 eta: 18:43:30 batch_cost: 0.9677 data_cost: 0.0008 ips: 49.6011 images/s [03/13 15:06:11] ppdet.engine INFO: Epoch: [187] [ 80/610] learning_rate: 0.074722 loss_vfl: 0.881659 loss_bbox: 0.394601 loss_dfl: 0.408063 loss: 1.699147 eta: 18:43:10 batch_cost: 0.9544 data_cost: 0.0004 ips: 50.2953 images/s [03/13 15:06:32] ppdet.engine INFO: Epoch: [187] [100/610] learning_rate: 0.074684 loss_vfl: 0.862464 loss_bbox: 0.394519 loss_dfl: 0.406052 loss: 1.673296 eta: 18:42:49 batch_cost: 0.8605 data_cost: 0.0004 ips: 55.7833 images/s [03/13 15:06:54] ppdet.engine INFO: Epoch: [187] [120/610] learning_rate: 0.074646 loss_vfl: 0.861779 loss_bbox: 0.377100 loss_dfl: 0.388714 loss: 1.633283 eta: 18:42:28 batch_cost: 0.9036 data_cost: 0.0007 ips: 53.1208 images/s [03/13 15:07:16] ppdet.engine INFO: Epoch: [187] [140/610] learning_rate: 0.074608 loss_vfl: 0.896650 loss_bbox: 0.387652 loss_dfl: 0.404704 loss: 1.681543 eta: 18:42:09 batch_cost: 0.9827 data_cost: 0.0004 ips: 48.8463 images/s [03/13 15:07:39] ppdet.engine INFO: Epoch: [187] [160/610] learning_rate: 0.074569 loss_vfl: 0.880379 loss_bbox: 0.380886 loss_dfl: 0.389983 loss: 1.660795 eta: 18:41:50 batch_cost: 1.0066 data_cost: 0.0007 ips: 47.6865 images/s [03/13 15:08:00] ppdet.engine INFO: Epoch: [187] [180/610] learning_rate: 0.074531 loss_vfl: 0.898965 loss_bbox: 0.381302 loss_dfl: 0.395963 loss: 1.680573 eta: 18:41:30 batch_cost: 0.9903 data_cost: 0.0004 ips: 48.4706 images/s [03/13 15:08:24] ppdet.engine INFO: Epoch: [187] [200/610] learning_rate: 0.074493 loss_vfl: 0.865225 loss_bbox: 0.383982 loss_dfl: 0.384350 loss: 1.613676 eta: 18:41:12 batch_cost: 1.0772 data_cost: 0.0004 ips: 44.5583 images/s [03/13 15:08:45] ppdet.engine INFO: Epoch: [187] [220/610] learning_rate: 0.074455 loss_vfl: 0.891788 loss_bbox: 0.383046 loss_dfl: 0.401541 loss: 1.667822 eta: 18:40:52 batch_cost: 0.9400 data_cost: 0.0004 ips: 51.0615 images/s [03/13 15:09:07] ppdet.engine INFO: Epoch: [187] [240/610] learning_rate: 0.074417 loss_vfl: 0.904503 loss_bbox: 0.400890 loss_dfl: 0.416187 loss: 1.730819 eta: 18:40:32 batch_cost: 0.9494 data_cost: 0.0005 ips: 50.5584 images/s [03/13 15:09:28] ppdet.engine INFO: Epoch: [187] [260/610] learning_rate: 0.074378 loss_vfl: 0.888775 loss_bbox: 0.362156 loss_dfl: 0.377737 loss: 1.626487 eta: 18:40:12 batch_cost: 0.9597 data_cost: 0.0004 ips: 50.0151 images/s [03/13 15:09:50] ppdet.engine INFO: Epoch: [187] [280/610] learning_rate: 0.074340 loss_vfl: 0.856945 loss_bbox: 0.370362 loss_dfl: 0.371028 loss: 1.557835 eta: 18:39:52 batch_cost: 0.9729 data_cost: 0.0005 ips: 49.3371 images/s [03/13 15:10:11] ppdet.engine INFO: Epoch: [187] [300/610] learning_rate: 0.074302 loss_vfl: 0.854934 loss_bbox: 0.368716 loss_dfl: 0.393480 loss: 1.608770 eta: 18:39:32 batch_cost: 0.9411 data_cost: 0.0005 ips: 51.0018 images/s [03/13 15:10:33] ppdet.engine INFO: Epoch: [187] [320/610] learning_rate: 0.074264 loss_vfl: 0.884729 loss_bbox: 0.386361 loss_dfl: 0.403234 loss: 1.679534 eta: 18:39:12 batch_cost: 0.9320 data_cost: 0.0004 ips: 51.5045 images/s [03/13 15:10:55] ppdet.engine INFO: Epoch: [187] [340/610] learning_rate: 0.074226 loss_vfl: 0.866370 loss_bbox: 0.380614 loss_dfl: 0.394220 loss: 1.645870 eta: 18:38:53 batch_cost: 0.9945 data_cost: 0.0004 ips: 48.2650 images/s [03/13 15:11:17] ppdet.engine INFO: Epoch: [187] [360/610] learning_rate: 0.074188 loss_vfl: 0.894219 loss_bbox: 0.387890 loss_dfl: 0.413769 loss: 1.701494 eta: 18:38:34 batch_cost: 0.9987 data_cost: 0.0004 ips: 48.0619 images/s [03/13 15:11:40] ppdet.engine INFO: Epoch: [187] [380/610] learning_rate: 0.074149 loss_vfl: 0.829058 loss_bbox: 0.371576 loss_dfl: 0.391561 loss: 1.590699 eta: 18:38:14 batch_cost: 0.9649 data_cost: 0.0004 ips: 49.7449 images/s [03/13 15:12:01] ppdet.engine INFO: Epoch: [187] [400/610] learning_rate: 0.074111 loss_vfl: 0.878421 loss_bbox: 0.389728 loss_dfl: 0.394096 loss: 1.648681 eta: 18:37:53 batch_cost: 0.8690 data_cost: 0.0004 ips: 55.2358 images/s [03/13 15:12:22] ppdet.engine INFO: Epoch: [187] [420/610] learning_rate: 0.074073 loss_vfl: 0.821569 loss_bbox: 0.368689 loss_dfl: 0.369815 loss: 1.541330 eta: 18:37:33 batch_cost: 0.9655 data_cost: 0.0004 ips: 49.7168 images/s [03/13 15:12:44] ppdet.engine INFO: Epoch: [187] [440/610] learning_rate: 0.074035 loss_vfl: 0.825039 loss_bbox: 0.372710 loss_dfl: 0.380579 loss: 1.573154 eta: 18:37:14 batch_cost: 1.0484 data_cost: 0.0004 ips: 45.7821 images/s [03/13 15:13:06] ppdet.engine INFO: Epoch: [187] [460/610] learning_rate: 0.073997 loss_vfl: 0.857101 loss_bbox: 0.375108 loss_dfl: 0.399071 loss: 1.613005 eta: 18:36:55 batch_cost: 0.9771 data_cost: 0.0004 ips: 49.1248 images/s [03/13 15:13:27] ppdet.engine INFO: Epoch: [187] [480/610] learning_rate: 0.073959 loss_vfl: 0.925440 loss_bbox: 0.414184 loss_dfl: 0.414639 loss: 1.764808 eta: 18:36:35 batch_cost: 0.9332 data_cost: 0.0004 ips: 51.4362 images/s [03/13 15:13:49] ppdet.engine INFO: Epoch: [187] [500/610] learning_rate: 0.073921 loss_vfl: 0.896987 loss_bbox: 0.396360 loss_dfl: 0.402459 loss: 1.664829 eta: 18:36:15 batch_cost: 0.9760 data_cost: 0.0004 ips: 49.1797 images/s [03/13 15:14:11] ppdet.engine INFO: Epoch: [187] [520/610] learning_rate: 0.073883 loss_vfl: 0.862007 loss_bbox: 0.371117 loss_dfl: 0.384219 loss: 1.620295 eta: 18:35:55 batch_cost: 0.9622 data_cost: 0.0004 ips: 49.8837 images/s [03/13 15:14:32] ppdet.engine INFO: Epoch: [187] [540/610] learning_rate: 0.073845 loss_vfl: 0.861328 loss_bbox: 0.385506 loss_dfl: 0.397347 loss: 1.644181 eta: 18:35:35 batch_cost: 0.9403 data_cost: 0.0005 ips: 51.0468 images/s [03/13 15:14:53] ppdet.engine INFO: Epoch: [187] [560/610] learning_rate: 0.073806 loss_vfl: 0.863071 loss_bbox: 0.391169 loss_dfl: 0.391903 loss: 1.641481 eta: 18:35:15 batch_cost: 0.9550 data_cost: 0.0004 ips: 50.2623 images/s [03/13 15:15:15] ppdet.engine INFO: Epoch: [187] [580/610] learning_rate: 0.073768 loss_vfl: 0.864442 loss_bbox: 0.387652 loss_dfl: 0.398539 loss: 1.664790 eta: 18:34:56 batch_cost: 1.0009 data_cost: 0.0004 ips: 47.9558 images/s [03/13 15:15:37] ppdet.engine INFO: Epoch: [187] [600/610] learning_rate: 0.073730 loss_vfl: 0.907148 loss_bbox: 0.413031 loss_dfl: 0.409203 loss: 1.707110 eta: 18:34:37 batch_cost: 0.9853 data_cost: 0.0006 ips: 48.7151 images/s [03/13 15:16:00] ppdet.engine INFO: Epoch: [188] [ 0/610] learning_rate: 0.073711 loss_vfl: 0.902012 loss_bbox: 0.396589 loss_dfl: 0.400871 loss: 1.683631 eta: 18:34:32 batch_cost: 1.3511 data_cost: 0.3397 ips: 35.5273 images/s [03/13 15:16:24] ppdet.engine INFO: Epoch: [188] [ 20/610] learning_rate: 0.073673 loss_vfl: 0.902695 loss_bbox: 0.405654 loss_dfl: 0.409072 loss: 1.704922 eta: 18:34:14 batch_cost: 1.1356 data_cost: 0.0004 ips: 42.2675 images/s [03/13 15:16:46] ppdet.engine INFO: Epoch: [188] [ 40/610] learning_rate: 0.073635 loss_vfl: 0.810300 loss_bbox: 0.371681 loss_dfl: 0.370146 loss: 1.550210 eta: 18:33:54 batch_cost: 0.9222 data_cost: 0.0004 ips: 52.0473 images/s [03/13 15:17:08] ppdet.engine INFO: Epoch: [188] [ 60/610] learning_rate: 0.073597 loss_vfl: 0.887301 loss_bbox: 0.397590 loss_dfl: 0.399581 loss: 1.686539 eta: 18:33:34 batch_cost: 0.9502 data_cost: 0.0004 ips: 50.5168 images/s [03/13 15:17:30] ppdet.engine INFO: Epoch: [188] [ 80/610] learning_rate: 0.073559 loss_vfl: 0.891735 loss_bbox: 0.400008 loss_dfl: 0.410331 loss: 1.673134 eta: 18:33:14 batch_cost: 0.9732 data_cost: 0.0004 ips: 49.3217 images/s [03/13 15:17:50] ppdet.engine INFO: Epoch: [188] [100/610] learning_rate: 0.073521 loss_vfl: 0.833139 loss_bbox: 0.383817 loss_dfl: 0.389546 loss: 1.598300 eta: 18:32:53 batch_cost: 0.8936 data_cost: 0.0004 ips: 53.7133 images/s [03/13 15:18:11] ppdet.engine INFO: Epoch: [188] [120/610] learning_rate: 0.073483 loss_vfl: 0.853481 loss_bbox: 0.362488 loss_dfl: 0.385186 loss: 1.603051 eta: 18:32:33 batch_cost: 0.9400 data_cost: 0.0005 ips: 51.0649 images/s [03/13 15:18:33] ppdet.engine INFO: Epoch: [188] [140/610] learning_rate: 0.073445 loss_vfl: 0.873981 loss_bbox: 0.384304 loss_dfl: 0.391754 loss: 1.656368 eta: 18:32:13 batch_cost: 0.9464 data_cost: 0.0017 ips: 50.7210 images/s [03/13 15:18:55] ppdet.engine INFO: Epoch: [188] [160/610] learning_rate: 0.073407 loss_vfl: 0.848278 loss_bbox: 0.376686 loss_dfl: 0.387646 loss: 1.611122 eta: 18:31:54 batch_cost: 0.9708 data_cost: 0.0004 ips: 49.4421 images/s [03/13 15:19:17] ppdet.engine INFO: Epoch: [188] [180/610] learning_rate: 0.073369 loss_vfl: 0.898064 loss_bbox: 0.388852 loss_dfl: 0.422453 loss: 1.746188 eta: 18:31:35 batch_cost: 1.0173 data_cost: 0.0004 ips: 47.1820 images/s [03/13 15:19:38] ppdet.engine INFO: Epoch: [188] [200/610] learning_rate: 0.073331 loss_vfl: 0.845061 loss_bbox: 0.360386 loss_dfl: 0.371664 loss: 1.587346 eta: 18:31:14 batch_cost: 0.9270 data_cost: 0.0011 ips: 51.7822 images/s [03/13 15:20:00] ppdet.engine INFO: Epoch: [188] [220/610] learning_rate: 0.073293 loss_vfl: 0.849512 loss_bbox: 0.378218 loss_dfl: 0.382305 loss: 1.593759 eta: 18:30:55 batch_cost: 0.9633 data_cost: 0.0009 ips: 49.8286 images/s [03/13 15:20:21] ppdet.engine INFO: Epoch: [188] [240/610] learning_rate: 0.073255 loss_vfl: 0.801744 loss_bbox: 0.369477 loss_dfl: 0.373910 loss: 1.542542 eta: 18:30:34 batch_cost: 0.9118 data_cost: 0.0004 ips: 52.6445 images/s [03/13 15:20:43] ppdet.engine INFO: Epoch: [188] [260/610] learning_rate: 0.073217 loss_vfl: 0.839100 loss_bbox: 0.377416 loss_dfl: 0.384707 loss: 1.602273 eta: 18:30:15 batch_cost: 0.9827 data_cost: 0.0004 ips: 48.8443 images/s [03/13 15:21:05] ppdet.engine INFO: Epoch: [188] [280/610] learning_rate: 0.073179 loss_vfl: 0.848758 loss_bbox: 0.378422 loss_dfl: 0.388771 loss: 1.615183 eta: 18:29:56 batch_cost: 1.0156 data_cost: 0.0004 ips: 47.2615 images/s [03/13 15:21:26] ppdet.engine INFO: Epoch: [188] [300/610] learning_rate: 0.073141 loss_vfl: 0.852689 loss_bbox: 0.392796 loss_dfl: 0.389431 loss: 1.650157 eta: 18:29:35 batch_cost: 0.9069 data_cost: 0.0005 ips: 52.9267 images/s [03/13 15:21:49] ppdet.engine INFO: Epoch: [188] [320/610] learning_rate: 0.073103 loss_vfl: 0.831736 loss_bbox: 0.374080 loss_dfl: 0.389194 loss: 1.623397 eta: 18:29:16 batch_cost: 1.0002 data_cost: 0.0005 ips: 47.9900 images/s [03/13 15:22:11] ppdet.engine INFO: Epoch: [188] [340/610] learning_rate: 0.073065 loss_vfl: 0.865377 loss_bbox: 0.358705 loss_dfl: 0.395027 loss: 1.618418 eta: 18:28:56 batch_cost: 0.9864 data_cost: 0.0004 ips: 48.6614 images/s [03/13 15:22:34] ppdet.engine INFO: Epoch: [188] [360/610] learning_rate: 0.073027 loss_vfl: 0.852492 loss_bbox: 0.391808 loss_dfl: 0.395264 loss: 1.635459 eta: 18:28:37 batch_cost: 1.0216 data_cost: 0.0004 ips: 46.9869 images/s [03/13 15:22:55] ppdet.engine INFO: Epoch: [188] [380/610] learning_rate: 0.072989 loss_vfl: 0.854438 loss_bbox: 0.375871 loss_dfl: 0.382943 loss: 1.615684 eta: 18:28:17 batch_cost: 0.8900 data_cost: 0.0005 ips: 53.9304 images/s [03/13 15:23:17] ppdet.engine INFO: Epoch: [188] [400/610] learning_rate: 0.072951 loss_vfl: 0.867419 loss_bbox: 0.374308 loss_dfl: 0.392812 loss: 1.643283 eta: 18:27:57 batch_cost: 0.9743 data_cost: 0.0004 ips: 49.2683 images/s [03/13 15:23:38] ppdet.engine INFO: Epoch: [188] [420/610] learning_rate: 0.072913 loss_vfl: 0.867196 loss_bbox: 0.365071 loss_dfl: 0.377459 loss: 1.585040 eta: 18:27:37 batch_cost: 0.9365 data_cost: 0.0004 ips: 51.2568 images/s [03/13 15:24:00] ppdet.engine INFO: Epoch: [188] [440/610] learning_rate: 0.072875 loss_vfl: 0.882123 loss_bbox: 0.384710 loss_dfl: 0.407987 loss: 1.685522 eta: 18:27:18 batch_cost: 0.9832 data_cost: 0.0008 ips: 48.8179 images/s [03/13 15:24:22] ppdet.engine INFO: Epoch: [188] [460/610] learning_rate: 0.072837 loss_vfl: 0.830225 loss_bbox: 0.362312 loss_dfl: 0.380807 loss: 1.580765 eta: 18:26:58 batch_cost: 1.0035 data_cost: 0.0004 ips: 47.8340 images/s [03/13 15:24:44] ppdet.engine INFO: Epoch: [188] [480/610] learning_rate: 0.072799 loss_vfl: 0.853116 loss_bbox: 0.359888 loss_dfl: 0.386157 loss: 1.591382 eta: 18:26:39 batch_cost: 1.0270 data_cost: 0.0004 ips: 46.7377 images/s [03/13 15:25:07] ppdet.engine INFO: Epoch: [188] [500/610] learning_rate: 0.072761 loss_vfl: 0.832064 loss_bbox: 0.377079 loss_dfl: 0.391966 loss: 1.613387 eta: 18:26:20 batch_cost: 1.0486 data_cost: 0.0004 ips: 45.7758 images/s [03/13 15:25:29] ppdet.engine INFO: Epoch: [188] [520/610] learning_rate: 0.072723 loss_vfl: 0.871714 loss_bbox: 0.374748 loss_dfl: 0.382746 loss: 1.620970 eta: 18:26:01 batch_cost: 0.9856 data_cost: 0.0005 ips: 48.7002 images/s [03/13 15:25:50] ppdet.engine INFO: Epoch: [188] [540/610] learning_rate: 0.072685 loss_vfl: 0.858126 loss_bbox: 0.374367 loss_dfl: 0.374683 loss: 1.575877 eta: 18:25:41 batch_cost: 0.9707 data_cost: 0.0006 ips: 49.4496 images/s [03/13 15:26:12] ppdet.engine INFO: Epoch: [188] [560/610] learning_rate: 0.072647 loss_vfl: 0.900834 loss_bbox: 0.384269 loss_dfl: 0.400294 loss: 1.695143 eta: 18:25:22 batch_cost: 0.9679 data_cost: 0.0004 ips: 49.5944 images/s [03/13 15:26:34] ppdet.engine INFO: Epoch: [188] [580/610] learning_rate: 0.072609 loss_vfl: 0.839272 loss_bbox: 0.362885 loss_dfl: 0.383221 loss: 1.556401 eta: 18:25:02 batch_cost: 1.0033 data_cost: 0.0004 ips: 47.8426 images/s [03/13 15:26:55] ppdet.engine INFO: Epoch: [188] [600/610] learning_rate: 0.072571 loss_vfl: 0.859851 loss_bbox: 0.386320 loss_dfl: 0.393471 loss: 1.626474 eta: 18:24:42 batch_cost: 0.9222 data_cost: 0.0005 ips: 52.0501 images/s [03/13 15:27:16] ppdet.engine INFO: Epoch: [189] [ 0/610] learning_rate: 0.072553 loss_vfl: 0.838247 loss_bbox: 0.381957 loss_dfl: 0.393375 loss: 1.597460 eta: 18:24:36 batch_cost: 1.1810 data_cost: 0.5299 ips: 40.6423 images/s [03/13 15:27:40] ppdet.engine INFO: Epoch: [189] [ 20/610] learning_rate: 0.072515 loss_vfl: 0.905727 loss_bbox: 0.418869 loss_dfl: 0.431283 loss: 1.747411 eta: 18:24:17 batch_cost: 1.0229 data_cost: 0.0006 ips: 46.9276 images/s [03/13 15:28:03] ppdet.engine INFO: Epoch: [189] [ 40/610] learning_rate: 0.072477 loss_vfl: 0.842279 loss_bbox: 0.368692 loss_dfl: 0.375430 loss: 1.604130 eta: 18:23:58 batch_cost: 1.0853 data_cost: 0.0004 ips: 44.2257 images/s [03/13 15:28:26] ppdet.engine INFO: Epoch: [189] [ 60/610] learning_rate: 0.072439 loss_vfl: 0.826426 loss_bbox: 0.381967 loss_dfl: 0.397710 loss: 1.618982 eta: 18:23:38 batch_cost: 0.9447 data_cost: 0.0004 ips: 50.8105 images/s [03/13 15:28:48] ppdet.engine INFO: Epoch: [189] [ 80/610] learning_rate: 0.072401 loss_vfl: 0.908288 loss_bbox: 0.400172 loss_dfl: 0.416182 loss: 1.738321 eta: 18:23:19 batch_cost: 0.9940 data_cost: 0.0010 ips: 48.2890 images/s [03/13 15:29:11] ppdet.engine INFO: Epoch: [189] [100/610] learning_rate: 0.072363 loss_vfl: 0.850933 loss_bbox: 0.397600 loss_dfl: 0.389341 loss: 1.648664 eta: 18:23:00 batch_cost: 1.0123 data_cost: 0.0004 ips: 47.4181 images/s [03/13 15:29:32] ppdet.engine INFO: Epoch: [189] [120/610] learning_rate: 0.072325 loss_vfl: 0.928160 loss_bbox: 0.419181 loss_dfl: 0.424227 loss: 1.784815 eta: 18:22:40 batch_cost: 0.9823 data_cost: 0.0004 ips: 48.8627 images/s [03/13 15:29:55] ppdet.engine INFO: Epoch: [189] [140/610] learning_rate: 0.072287 loss_vfl: 0.879000 loss_bbox: 0.387437 loss_dfl: 0.401126 loss: 1.666463 eta: 18:22:20 batch_cost: 0.9587 data_cost: 0.0004 ips: 50.0673 images/s [03/13 15:30:17] ppdet.engine INFO: Epoch: [189] [160/610] learning_rate: 0.072249 loss_vfl: 0.863948 loss_bbox: 0.382895 loss_dfl: 0.383205 loss: 1.625104 eta: 18:22:01 batch_cost: 1.0191 data_cost: 0.0005 ips: 47.0982 images/s [03/13 15:30:39] ppdet.engine INFO: Epoch: [189] [180/610] learning_rate: 0.072212 loss_vfl: 0.865643 loss_bbox: 0.398243 loss_dfl: 0.407977 loss: 1.671979 eta: 18:21:42 batch_cost: 1.0191 data_cost: 0.0005 ips: 47.0983 images/s [03/13 15:31:00] ppdet.engine INFO: Epoch: [189] [200/610] learning_rate: 0.072174 loss_vfl: 0.917012 loss_bbox: 0.426831 loss_dfl: 0.424852 loss: 1.755474 eta: 18:21:22 batch_cost: 0.8972 data_cost: 0.0004 ips: 53.5022 images/s [03/13 15:31:24] ppdet.engine INFO: Epoch: [189] [220/610] learning_rate: 0.072136 loss_vfl: 0.813296 loss_bbox: 0.349757 loss_dfl: 0.368133 loss: 1.542568 eta: 18:21:03 batch_cost: 1.0493 data_cost: 0.0004 ips: 45.7450 images/s [03/13 15:31:46] ppdet.engine INFO: Epoch: [189] [240/610] learning_rate: 0.072098 loss_vfl: 0.903538 loss_bbox: 0.409025 loss_dfl: 0.414172 loss: 1.739079 eta: 18:20:44 batch_cost: 1.0389 data_cost: 0.0004 ips: 46.2049 images/s [03/13 15:32:08] ppdet.engine INFO: Epoch: [189] [260/610] learning_rate: 0.072060 loss_vfl: 0.857814 loss_bbox: 0.371869 loss_dfl: 0.391137 loss: 1.616896 eta: 18:20:24 batch_cost: 0.9381 data_cost: 0.0004 ips: 51.1696 images/s [03/13 15:32:30] ppdet.engine INFO: Epoch: [189] [280/610] learning_rate: 0.072022 loss_vfl: 0.888503 loss_bbox: 0.402783 loss_dfl: 0.391175 loss: 1.702559 eta: 18:20:04 batch_cost: 0.9753 data_cost: 0.0004 ips: 49.2146 images/s [03/13 15:32:52] ppdet.engine INFO: Epoch: [189] [300/610] learning_rate: 0.071985 loss_vfl: 0.870827 loss_bbox: 0.378098 loss_dfl: 0.396904 loss: 1.656068 eta: 18:19:45 batch_cost: 1.0089 data_cost: 0.0004 ips: 47.5769 images/s [03/13 15:33:14] ppdet.engine INFO: Epoch: [189] [320/610] learning_rate: 0.071947 loss_vfl: 0.844383 loss_bbox: 0.350919 loss_dfl: 0.376040 loss: 1.589231 eta: 18:19:26 batch_cost: 1.0116 data_cost: 0.0004 ips: 47.4509 images/s [03/13 15:33:36] ppdet.engine INFO: Epoch: [189] [340/610] learning_rate: 0.071909 loss_vfl: 0.873264 loss_bbox: 0.367231 loss_dfl: 0.386650 loss: 1.619762 eta: 18:19:07 batch_cost: 1.0150 data_cost: 0.0004 ips: 47.2907 images/s [03/13 15:33:58] ppdet.engine INFO: Epoch: [189] [360/610] learning_rate: 0.071871 loss_vfl: 0.918805 loss_bbox: 0.410777 loss_dfl: 0.420738 loss: 1.729215 eta: 18:18:47 batch_cost: 0.9375 data_cost: 0.0004 ips: 51.1986 images/s [03/13 15:34:20] ppdet.engine INFO: Epoch: [189] [380/610] learning_rate: 0.071833 loss_vfl: 0.849050 loss_bbox: 0.366179 loss_dfl: 0.385834 loss: 1.587805 eta: 18:18:27 batch_cost: 0.9966 data_cost: 0.0013 ips: 48.1645 images/s [03/13 15:34:42] ppdet.engine INFO: Epoch: [189] [400/610] learning_rate: 0.071796 loss_vfl: 0.842723 loss_bbox: 0.371130 loss_dfl: 0.389266 loss: 1.611532 eta: 18:18:06 batch_cost: 0.8733 data_cost: 0.0005 ips: 54.9622 images/s [03/13 15:35:03] ppdet.engine INFO: Epoch: [189] [420/610] learning_rate: 0.071758 loss_vfl: 0.868683 loss_bbox: 0.380073 loss_dfl: 0.397276 loss: 1.613919 eta: 18:17:46 batch_cost: 0.9113 data_cost: 0.0004 ips: 52.6729 images/s [03/13 15:35:25] ppdet.engine INFO: Epoch: [189] [440/610] learning_rate: 0.071720 loss_vfl: 0.875659 loss_bbox: 0.393316 loss_dfl: 0.395863 loss: 1.666374 eta: 18:17:26 batch_cost: 0.9531 data_cost: 0.0007 ips: 50.3605 images/s [03/13 15:35:46] ppdet.engine INFO: Epoch: [189] [460/610] learning_rate: 0.071682 loss_vfl: 0.844431 loss_bbox: 0.374189 loss_dfl: 0.387712 loss: 1.616151 eta: 18:17:06 batch_cost: 0.9505 data_cost: 0.0006 ips: 50.4991 images/s [03/13 15:36:09] ppdet.engine INFO: Epoch: [189] [480/610] learning_rate: 0.071644 loss_vfl: 0.875267 loss_bbox: 0.372901 loss_dfl: 0.387044 loss: 1.623321 eta: 18:16:47 batch_cost: 0.9854 data_cost: 0.0004 ips: 48.7128 images/s [03/13 15:36:30] ppdet.engine INFO: Epoch: [189] [500/610] learning_rate: 0.071607 loss_vfl: 0.849614 loss_bbox: 0.380110 loss_dfl: 0.386020 loss: 1.614534 eta: 18:16:27 batch_cost: 0.9776 data_cost: 0.0004 ips: 49.1006 images/s [03/13 15:36:52] ppdet.engine INFO: Epoch: [189] [520/610] learning_rate: 0.071569 loss_vfl: 0.830299 loss_bbox: 0.374854 loss_dfl: 0.373566 loss: 1.582332 eta: 18:16:07 batch_cost: 0.8955 data_cost: 0.0004 ips: 53.6013 images/s [03/13 15:37:13] ppdet.engine INFO: Epoch: [189] [540/610] learning_rate: 0.071531 loss_vfl: 0.874293 loss_bbox: 0.377277 loss_dfl: 0.397929 loss: 1.652201 eta: 18:15:46 batch_cost: 0.9196 data_cost: 0.0004 ips: 52.1943 images/s [03/13 15:37:35] ppdet.engine INFO: Epoch: [189] [560/610] learning_rate: 0.071493 loss_vfl: 0.900836 loss_bbox: 0.389115 loss_dfl: 0.399992 loss: 1.690408 eta: 18:15:27 batch_cost: 0.9559 data_cost: 0.0009 ips: 50.2140 images/s [03/13 15:37:57] ppdet.engine INFO: Epoch: [189] [580/610] learning_rate: 0.071456 loss_vfl: 0.887228 loss_bbox: 0.405150 loss_dfl: 0.407369 loss: 1.708965 eta: 18:15:07 batch_cost: 0.9576 data_cost: 0.0004 ips: 50.1241 images/s [03/13 15:38:17] ppdet.engine INFO: Epoch: [189] [600/610] learning_rate: 0.071418 loss_vfl: 0.917724 loss_bbox: 0.432798 loss_dfl: 0.424775 loss: 1.781237 eta: 18:14:46 batch_cost: 0.8847 data_cost: 0.0005 ips: 54.2565 images/s [03/13 15:38:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 15:38:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 15:38:26] ppdet.engine INFO: Eval iter: 0 [03/13 15:38:48] ppdet.engine INFO: Eval iter: 100 [03/13 15:38:57] ppdet.engine INFO: Eval iter: 200 [03/13 15:39:06] ppdet.engine INFO: Eval iter: 300 [03/13 15:39:15] ppdet.engine INFO: Eval iter: 400 [03/13 15:39:24] ppdet.engine INFO: Eval iter: 500 [03/13 15:39:33] ppdet.engine INFO: Eval iter: 600 [03/13 15:39:47] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.04s) creating index... index created! [03/13 15:39:49] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.31s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=60.91s). Accumulating evaluation results... DONE (t=12.21s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.372 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.529 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.396 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.155 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.404 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.585 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.313 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.498 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.249 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.597 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771 [03/13 15:41:09] ppdet.engine INFO: Total sample number: 4952, averge FPS: 69.14769507177148 [03/13 15:41:09] ppdet.engine INFO: Best test bbox ap is 0.372. [03/13 15:41:10] ppdet.engine INFO: Epoch: [190] [ 0/610] learning_rate: 0.071399 loss_vfl: 0.918540 loss_bbox: 0.421466 loss_dfl: 0.428343 loss: 1.772962 eta: 18:14:33 batch_cost: 0.6653 data_cost: 0.0004 ips: 72.1518 images/s [03/13 15:41:33] ppdet.engine INFO: Epoch: [190] [ 20/610] learning_rate: 0.071361 loss_vfl: 0.814561 loss_bbox: 0.354404 loss_dfl: 0.374673 loss: 1.537920 eta: 18:14:14 batch_cost: 1.0106 data_cost: 0.0004 ips: 47.4945 images/s [03/13 15:41:54] ppdet.engine INFO: Epoch: [190] [ 40/610] learning_rate: 0.071324 loss_vfl: 0.826681 loss_bbox: 0.352797 loss_dfl: 0.373079 loss: 1.556754 eta: 18:13:53 batch_cost: 0.9030 data_cost: 0.0004 ips: 53.1546 images/s [03/13 15:42:15] ppdet.engine INFO: Epoch: [190] [ 60/610] learning_rate: 0.071286 loss_vfl: 0.796151 loss_bbox: 0.367901 loss_dfl: 0.373842 loss: 1.528386 eta: 18:13:34 batch_cost: 0.9910 data_cost: 0.0005 ips: 48.4364 images/s [03/13 15:42:38] ppdet.engine INFO: Epoch: [190] [ 80/610] learning_rate: 0.071248 loss_vfl: 0.850861 loss_bbox: 0.374948 loss_dfl: 0.380074 loss: 1.590869 eta: 18:13:14 batch_cost: 0.9701 data_cost: 0.0004 ips: 49.4779 images/s [03/13 15:43:00] ppdet.engine INFO: Epoch: [190] [100/610] learning_rate: 0.071210 loss_vfl: 0.818844 loss_bbox: 0.369395 loss_dfl: 0.371137 loss: 1.554928 eta: 18:12:55 batch_cost: 0.9600 data_cost: 0.0004 ips: 50.0018 images/s [03/13 15:43:23] ppdet.engine INFO: Epoch: [190] [120/610] learning_rate: 0.071173 loss_vfl: 0.858081 loss_bbox: 0.370460 loss_dfl: 0.389313 loss: 1.631850 eta: 18:12:36 batch_cost: 1.0720 data_cost: 0.0005 ips: 44.7743 images/s [03/13 15:43:45] ppdet.engine INFO: Epoch: [190] [140/610] learning_rate: 0.071135 loss_vfl: 0.852590 loss_bbox: 0.377336 loss_dfl: 0.381917 loss: 1.611948 eta: 18:12:17 batch_cost: 0.9804 data_cost: 0.0004 ips: 48.9587 images/s [03/13 15:44:09] ppdet.engine INFO: Epoch: [190] [160/610] learning_rate: 0.071097 loss_vfl: 0.899766 loss_bbox: 0.386782 loss_dfl: 0.398682 loss: 1.692065 eta: 18:11:57 batch_cost: 0.9925 data_cost: 0.0004 ips: 48.3610 images/s [03/13 15:44:29] ppdet.engine INFO: Epoch: [190] [180/610] learning_rate: 0.071060 loss_vfl: 0.874949 loss_bbox: 0.366236 loss_dfl: 0.388606 loss: 1.624203 eta: 18:11:37 batch_cost: 0.9274 data_cost: 0.0010 ips: 51.7553 images/s [03/13 15:44:52] ppdet.engine INFO: Epoch: [190] [200/610] learning_rate: 0.071022 loss_vfl: 0.826326 loss_bbox: 0.360711 loss_dfl: 0.373801 loss: 1.538343 eta: 18:11:17 batch_cost: 0.9237 data_cost: 0.0004 ips: 51.9671 images/s [03/13 15:45:13] ppdet.engine INFO: Epoch: [190] [220/610] learning_rate: 0.070984 loss_vfl: 0.842487 loss_bbox: 0.373330 loss_dfl: 0.372957 loss: 1.587723 eta: 18:10:57 batch_cost: 0.9450 data_cost: 0.0004 ips: 50.7926 images/s [03/13 15:45:35] ppdet.engine INFO: Epoch: [190] [240/610] learning_rate: 0.070947 loss_vfl: 0.894815 loss_bbox: 0.383115 loss_dfl: 0.390914 loss: 1.670462 eta: 18:10:37 batch_cost: 0.9583 data_cost: 0.0011 ips: 50.0874 images/s [03/13 15:45:57] ppdet.engine INFO: Epoch: [190] [260/610] learning_rate: 0.070909 loss_vfl: 0.882149 loss_bbox: 0.385606 loss_dfl: 0.411562 loss: 1.683794 eta: 18:10:17 batch_cost: 0.9276 data_cost: 0.0008 ips: 51.7441 images/s [03/13 15:46:17] ppdet.engine INFO: Epoch: [190] [280/610] learning_rate: 0.070871 loss_vfl: 0.893427 loss_bbox: 0.403278 loss_dfl: 0.398479 loss: 1.694539 eta: 18:09:56 batch_cost: 0.8669 data_cost: 0.0004 ips: 55.3687 images/s [03/13 15:46:38] ppdet.engine INFO: Epoch: [190] [300/610] learning_rate: 0.070834 loss_vfl: 0.839691 loss_bbox: 0.362411 loss_dfl: 0.378267 loss: 1.577486 eta: 18:09:36 batch_cost: 0.9176 data_cost: 0.0004 ips: 52.3108 images/s [03/13 15:47:00] ppdet.engine INFO: Epoch: [190] [320/610] learning_rate: 0.070796 loss_vfl: 0.842015 loss_bbox: 0.385163 loss_dfl: 0.389367 loss: 1.594357 eta: 18:09:16 batch_cost: 0.9711 data_cost: 0.0005 ips: 49.4281 images/s [03/13 15:47:21] ppdet.engine INFO: Epoch: [190] [340/610] learning_rate: 0.070758 loss_vfl: 0.853387 loss_bbox: 0.375956 loss_dfl: 0.378327 loss: 1.592943 eta: 18:08:55 batch_cost: 0.8909 data_cost: 0.0004 ips: 53.8752 images/s [03/13 15:47:43] ppdet.engine INFO: Epoch: [190] [360/610] learning_rate: 0.070721 loss_vfl: 0.787012 loss_bbox: 0.336503 loss_dfl: 0.357209 loss: 1.487089 eta: 18:08:35 batch_cost: 0.9415 data_cost: 0.0005 ips: 50.9834 images/s [03/13 15:48:05] ppdet.engine INFO: Epoch: [190] [380/610] learning_rate: 0.070683 loss_vfl: 0.875331 loss_bbox: 0.388020 loss_dfl: 0.395617 loss: 1.659842 eta: 18:08:16 batch_cost: 0.9847 data_cost: 0.0008 ips: 48.7461 images/s [03/13 15:48:28] ppdet.engine INFO: Epoch: [190] [400/610] learning_rate: 0.070646 loss_vfl: 0.860296 loss_bbox: 0.374835 loss_dfl: 0.392985 loss: 1.659664 eta: 18:07:56 batch_cost: 0.9137 data_cost: 0.0010 ips: 52.5337 images/s [03/13 15:48:51] ppdet.engine INFO: Epoch: [190] [420/610] learning_rate: 0.070608 loss_vfl: 0.869947 loss_bbox: 0.373408 loss_dfl: 0.399847 loss: 1.647070 eta: 18:07:37 batch_cost: 1.0237 data_cost: 0.0005 ips: 46.8868 images/s [03/13 15:49:13] ppdet.engine INFO: Epoch: [190] [440/610] learning_rate: 0.070570 loss_vfl: 0.850402 loss_bbox: 0.378864 loss_dfl: 0.393446 loss: 1.611200 eta: 18:07:17 batch_cost: 1.0006 data_cost: 0.0004 ips: 47.9714 images/s [03/13 15:49:35] ppdet.engine INFO: Epoch: [190] [460/610] learning_rate: 0.070533 loss_vfl: 0.857064 loss_bbox: 0.386018 loss_dfl: 0.389466 loss: 1.628070 eta: 18:06:57 batch_cost: 0.8988 data_cost: 0.0008 ips: 53.4056 images/s [03/13 15:49:57] ppdet.engine INFO: Epoch: [190] [480/610] learning_rate: 0.070495 loss_vfl: 0.919035 loss_bbox: 0.383478 loss_dfl: 0.410268 loss: 1.731001 eta: 18:06:37 batch_cost: 0.9241 data_cost: 0.0004 ips: 51.9427 images/s [03/13 15:50:18] ppdet.engine INFO: Epoch: [190] [500/610] learning_rate: 0.070458 loss_vfl: 0.877166 loss_bbox: 0.388868 loss_dfl: 0.410316 loss: 1.701497 eta: 18:06:17 batch_cost: 0.9644 data_cost: 0.0004 ips: 49.7708 images/s [03/13 15:50:39] ppdet.engine INFO: Epoch: [190] [520/610] learning_rate: 0.070420 loss_vfl: 0.863022 loss_bbox: 0.386197 loss_dfl: 0.392008 loss: 1.639787 eta: 18:05:57 batch_cost: 0.9800 data_cost: 0.0004 ips: 48.9777 images/s [03/13 15:51:01] ppdet.engine INFO: Epoch: [190] [540/610] learning_rate: 0.070382 loss_vfl: 0.861196 loss_bbox: 0.372794 loss_dfl: 0.396236 loss: 1.629218 eta: 18:05:37 batch_cost: 0.9573 data_cost: 0.0005 ips: 50.1419 images/s [03/13 15:51:22] ppdet.engine INFO: Epoch: [190] [560/610] learning_rate: 0.070345 loss_vfl: 0.845736 loss_bbox: 0.358887 loss_dfl: 0.381407 loss: 1.614425 eta: 18:05:18 batch_cost: 0.9630 data_cost: 0.0004 ips: 49.8440 images/s [03/13 15:51:44] ppdet.engine INFO: Epoch: [190] [580/610] learning_rate: 0.070307 loss_vfl: 0.869056 loss_bbox: 0.373673 loss_dfl: 0.387187 loss: 1.640311 eta: 18:04:57 batch_cost: 0.9198 data_cost: 0.0004 ips: 52.1841 images/s [03/13 15:52:06] ppdet.engine INFO: Epoch: [190] [600/610] learning_rate: 0.070270 loss_vfl: 0.869448 loss_bbox: 0.392454 loss_dfl: 0.399195 loss: 1.669793 eta: 18:04:38 batch_cost: 0.9873 data_cost: 0.0005 ips: 48.6182 images/s [03/13 15:52:25] ppdet.engine INFO: Epoch: [191] [ 0/610] learning_rate: 0.070251 loss_vfl: 0.831082 loss_bbox: 0.389901 loss_dfl: 0.394184 loss: 1.633335 eta: 18:04:31 batch_cost: 1.1917 data_cost: 0.3572 ips: 40.2801 images/s [03/13 15:52:53] ppdet.engine INFO: Epoch: [191] [ 20/610] learning_rate: 0.070213 loss_vfl: 0.864726 loss_bbox: 0.393890 loss_dfl: 0.413091 loss: 1.672981 eta: 18:04:15 batch_cost: 1.3131 data_cost: 0.0848 ips: 36.5553 images/s [03/13 15:53:14] ppdet.engine INFO: Epoch: [191] [ 40/610] learning_rate: 0.070176 loss_vfl: 0.853861 loss_bbox: 0.361676 loss_dfl: 0.365563 loss: 1.574136 eta: 18:03:55 batch_cost: 0.9335 data_cost: 0.0004 ips: 51.4191 images/s [03/13 15:53:37] ppdet.engine INFO: Epoch: [191] [ 60/610] learning_rate: 0.070138 loss_vfl: 0.822332 loss_bbox: 0.351856 loss_dfl: 0.363998 loss: 1.538365 eta: 18:03:36 batch_cost: 0.9852 data_cost: 0.0004 ips: 48.7200 images/s [03/13 15:53:58] ppdet.engine INFO: Epoch: [191] [ 80/610] learning_rate: 0.070101 loss_vfl: 0.844907 loss_bbox: 0.357745 loss_dfl: 0.377733 loss: 1.573605 eta: 18:03:15 batch_cost: 0.9147 data_cost: 0.0004 ips: 52.4760 images/s [03/13 15:54:19] ppdet.engine INFO: Epoch: [191] [100/610] learning_rate: 0.070063 loss_vfl: 0.840261 loss_bbox: 0.365212 loss_dfl: 0.373228 loss: 1.572660 eta: 18:02:55 batch_cost: 0.9303 data_cost: 0.0004 ips: 51.5975 images/s [03/13 15:54:42] ppdet.engine INFO: Epoch: [191] [120/610] learning_rate: 0.070026 loss_vfl: 0.856099 loss_bbox: 0.373565 loss_dfl: 0.381894 loss: 1.579252 eta: 18:02:36 batch_cost: 1.0094 data_cost: 0.0004 ips: 47.5543 images/s [03/13 15:55:03] ppdet.engine INFO: Epoch: [191] [140/610] learning_rate: 0.069988 loss_vfl: 0.892371 loss_bbox: 0.398729 loss_dfl: 0.392199 loss: 1.655088 eta: 18:02:16 batch_cost: 0.9288 data_cost: 0.0004 ips: 51.6799 images/s [03/13 15:55:25] ppdet.engine INFO: Epoch: [191] [160/610] learning_rate: 0.069951 loss_vfl: 0.846911 loss_bbox: 0.373789 loss_dfl: 0.388030 loss: 1.611033 eta: 18:01:56 batch_cost: 0.9757 data_cost: 0.0004 ips: 49.1977 images/s [03/13 15:55:48] ppdet.engine INFO: Epoch: [191] [180/610] learning_rate: 0.069913 loss_vfl: 0.927395 loss_bbox: 0.392317 loss_dfl: 0.427191 loss: 1.752397 eta: 18:01:37 batch_cost: 1.0069 data_cost: 0.0004 ips: 47.6702 images/s [03/13 15:56:10] ppdet.engine INFO: Epoch: [191] [200/610] learning_rate: 0.069876 loss_vfl: 0.902327 loss_bbox: 0.385857 loss_dfl: 0.412683 loss: 1.717738 eta: 18:01:17 batch_cost: 0.9486 data_cost: 0.0005 ips: 50.5986 images/s [03/13 15:56:32] ppdet.engine INFO: Epoch: [191] [220/610] learning_rate: 0.069838 loss_vfl: 0.901257 loss_bbox: 0.402552 loss_dfl: 0.404334 loss: 1.703639 eta: 18:00:57 batch_cost: 0.9675 data_cost: 0.0005 ips: 49.6121 images/s [03/13 15:56:53] ppdet.engine INFO: Epoch: [191] [240/610] learning_rate: 0.069801 loss_vfl: 0.867345 loss_bbox: 0.385033 loss_dfl: 0.385049 loss: 1.629319 eta: 18:00:37 batch_cost: 0.8999 data_cost: 0.0005 ips: 53.3405 images/s [03/13 15:57:14] ppdet.engine INFO: Epoch: [191] [260/610] learning_rate: 0.069763 loss_vfl: 0.810151 loss_bbox: 0.350764 loss_dfl: 0.374126 loss: 1.530757 eta: 18:00:17 batch_cost: 0.9780 data_cost: 0.0004 ips: 49.0804 images/s [03/13 15:57:35] ppdet.engine INFO: Epoch: [191] [280/610] learning_rate: 0.069726 loss_vfl: 0.819653 loss_bbox: 0.362369 loss_dfl: 0.369270 loss: 1.533879 eta: 17:59:57 batch_cost: 0.8871 data_cost: 0.0004 ips: 54.1076 images/s [03/13 15:57:57] ppdet.engine INFO: Epoch: [191] [300/610] learning_rate: 0.069688 loss_vfl: 0.867056 loss_bbox: 0.390796 loss_dfl: 0.407397 loss: 1.659983 eta: 17:59:37 batch_cost: 0.9780 data_cost: 0.0006 ips: 49.0786 images/s [03/13 15:58:19] ppdet.engine INFO: Epoch: [191] [320/610] learning_rate: 0.069651 loss_vfl: 0.875079 loss_bbox: 0.394896 loss_dfl: 0.391555 loss: 1.666755 eta: 17:59:17 batch_cost: 0.9789 data_cost: 0.0004 ips: 49.0371 images/s [03/13 15:58:42] ppdet.engine INFO: Epoch: [191] [340/610] learning_rate: 0.069613 loss_vfl: 0.873259 loss_bbox: 0.355740 loss_dfl: 0.375468 loss: 1.609259 eta: 17:58:58 batch_cost: 1.0283 data_cost: 0.0004 ips: 46.6773 images/s [03/13 15:59:03] ppdet.engine INFO: Epoch: [191] [360/610] learning_rate: 0.069576 loss_vfl: 0.869290 loss_bbox: 0.390198 loss_dfl: 0.393164 loss: 1.651673 eta: 17:58:38 batch_cost: 0.8911 data_cost: 0.0004 ips: 53.8665 images/s [03/13 15:59:25] ppdet.engine INFO: Epoch: [191] [380/610] learning_rate: 0.069538 loss_vfl: 0.833302 loss_bbox: 0.360505 loss_dfl: 0.370468 loss: 1.559335 eta: 17:58:18 batch_cost: 0.9847 data_cost: 0.0004 ips: 48.7448 images/s [03/13 15:59:47] ppdet.engine INFO: Epoch: [191] [400/610] learning_rate: 0.069501 loss_vfl: 0.849850 loss_bbox: 0.374901 loss_dfl: 0.377227 loss: 1.581217 eta: 17:57:59 batch_cost: 1.0287 data_cost: 0.0008 ips: 46.6618 images/s [03/13 16:00:08] ppdet.engine INFO: Epoch: [191] [420/610] learning_rate: 0.069464 loss_vfl: 0.874923 loss_bbox: 0.409649 loss_dfl: 0.411421 loss: 1.693276 eta: 17:57:40 batch_cost: 0.9632 data_cost: 0.0004 ips: 49.8361 images/s [03/13 16:00:30] ppdet.engine INFO: Epoch: [191] [440/610] learning_rate: 0.069426 loss_vfl: 0.839462 loss_bbox: 0.371626 loss_dfl: 0.383033 loss: 1.584137 eta: 17:57:20 batch_cost: 0.9663 data_cost: 0.0004 ips: 49.6735 images/s [03/13 16:00:52] ppdet.engine INFO: Epoch: [191] [460/610] learning_rate: 0.069389 loss_vfl: 0.811339 loss_bbox: 0.385108 loss_dfl: 0.388625 loss: 1.582826 eta: 17:57:00 batch_cost: 0.9482 data_cost: 0.0004 ips: 50.6246 images/s [03/13 16:01:14] ppdet.engine INFO: Epoch: [191] [480/610] learning_rate: 0.069351 loss_vfl: 0.865145 loss_bbox: 0.389470 loss_dfl: 0.395456 loss: 1.677545 eta: 17:56:41 batch_cost: 1.0227 data_cost: 0.0004 ips: 46.9331 images/s [03/13 16:01:36] ppdet.engine INFO: Epoch: [191] [500/610] learning_rate: 0.069314 loss_vfl: 0.841500 loss_bbox: 0.384587 loss_dfl: 0.390491 loss: 1.617191 eta: 17:56:21 batch_cost: 0.9338 data_cost: 0.0004 ips: 51.4002 images/s [03/13 16:01:57] ppdet.engine INFO: Epoch: [191] [520/610] learning_rate: 0.069276 loss_vfl: 0.834612 loss_bbox: 0.383081 loss_dfl: 0.384405 loss: 1.608947 eta: 17:56:01 batch_cost: 0.9349 data_cost: 0.0004 ips: 51.3437 images/s [03/13 16:02:18] ppdet.engine INFO: Epoch: [191] [540/610] learning_rate: 0.069239 loss_vfl: 0.879501 loss_bbox: 0.382473 loss_dfl: 0.393093 loss: 1.615339 eta: 17:55:41 batch_cost: 0.9807 data_cost: 0.0004 ips: 48.9426 images/s [03/13 16:02:40] ppdet.engine INFO: Epoch: [191] [560/610] learning_rate: 0.069202 loss_vfl: 0.815360 loss_bbox: 0.359567 loss_dfl: 0.376721 loss: 1.587311 eta: 17:55:21 batch_cost: 0.9424 data_cost: 0.0004 ips: 50.9314 images/s [03/13 16:03:01] ppdet.engine INFO: Epoch: [191] [580/610] learning_rate: 0.069164 loss_vfl: 0.793674 loss_bbox: 0.362887 loss_dfl: 0.364535 loss: 1.525169 eta: 17:55:01 batch_cost: 0.9403 data_cost: 0.0004 ips: 51.0466 images/s [03/13 16:03:23] ppdet.engine INFO: Epoch: [191] [600/610] learning_rate: 0.069127 loss_vfl: 0.842770 loss_bbox: 0.388708 loss_dfl: 0.379369 loss: 1.606902 eta: 17:54:41 batch_cost: 0.9487 data_cost: 0.0005 ips: 50.5958 images/s [03/13 16:03:43] ppdet.engine INFO: Epoch: [192] [ 0/610] learning_rate: 0.069108 loss_vfl: 0.842398 loss_bbox: 0.370880 loss_dfl: 0.379369 loss: 1.600399 eta: 17:54:35 batch_cost: 1.3178 data_cost: 0.5167 ips: 36.4246 images/s [03/13 16:04:09] ppdet.engine INFO: Epoch: [192] [ 20/610] learning_rate: 0.069071 loss_vfl: 0.812713 loss_bbox: 0.363756 loss_dfl: 0.377336 loss: 1.539188 eta: 17:54:18 batch_cost: 1.1544 data_cost: 0.0004 ips: 41.5784 images/s [03/13 16:04:31] ppdet.engine INFO: Epoch: [192] [ 40/610] learning_rate: 0.069033 loss_vfl: 0.889671 loss_bbox: 0.399154 loss_dfl: 0.409261 loss: 1.684169 eta: 17:53:57 batch_cost: 0.9203 data_cost: 0.0004 ips: 52.1541 images/s [03/13 16:04:52] ppdet.engine INFO: Epoch: [192] [ 60/610] learning_rate: 0.068996 loss_vfl: 0.821062 loss_bbox: 0.372693 loss_dfl: 0.390881 loss: 1.596077 eta: 17:53:37 batch_cost: 0.8983 data_cost: 0.0005 ips: 53.4348 images/s [03/13 16:05:16] ppdet.engine INFO: Epoch: [192] [ 80/610] learning_rate: 0.068959 loss_vfl: 0.868729 loss_bbox: 0.380327 loss_dfl: 0.397875 loss: 1.641568 eta: 17:53:17 batch_cost: 0.9774 data_cost: 0.0004 ips: 49.1122 images/s [03/13 16:05:36] ppdet.engine INFO: Epoch: [192] [100/610] learning_rate: 0.068921 loss_vfl: 0.850551 loss_bbox: 0.368743 loss_dfl: 0.377098 loss: 1.592053 eta: 17:52:58 batch_cost: 0.9629 data_cost: 0.0004 ips: 49.8516 images/s [03/13 16:05:58] ppdet.engine INFO: Epoch: [192] [120/610] learning_rate: 0.068884 loss_vfl: 0.865400 loss_bbox: 0.381764 loss_dfl: 0.407507 loss: 1.669296 eta: 17:52:38 batch_cost: 0.9974 data_cost: 0.0004 ips: 48.1236 images/s [03/13 16:06:21] ppdet.engine INFO: Epoch: [192] [140/610] learning_rate: 0.068847 loss_vfl: 0.842882 loss_bbox: 0.373033 loss_dfl: 0.382966 loss: 1.581663 eta: 17:52:19 batch_cost: 0.9853 data_cost: 0.0004 ips: 48.7147 images/s [03/13 16:06:42] ppdet.engine INFO: Epoch: [192] [160/610] learning_rate: 0.068809 loss_vfl: 0.872717 loss_bbox: 0.380763 loss_dfl: 0.382330 loss: 1.618319 eta: 17:51:58 batch_cost: 0.9088 data_cost: 0.0004 ips: 52.8182 images/s [03/13 16:07:04] ppdet.engine INFO: Epoch: [192] [180/610] learning_rate: 0.068772 loss_vfl: 0.894736 loss_bbox: 0.386635 loss_dfl: 0.389093 loss: 1.654127 eta: 17:51:39 batch_cost: 1.0194 data_cost: 0.0004 ips: 47.0879 images/s [03/13 16:07:25] ppdet.engine INFO: Epoch: [192] [200/610] learning_rate: 0.068735 loss_vfl: 0.942385 loss_bbox: 0.413094 loss_dfl: 0.424124 loss: 1.778909 eta: 17:51:19 batch_cost: 0.9222 data_cost: 0.0005 ips: 52.0488 images/s [03/13 16:07:46] ppdet.engine INFO: Epoch: [192] [220/610] learning_rate: 0.068697 loss_vfl: 0.897102 loss_bbox: 0.389559 loss_dfl: 0.397607 loss: 1.673738 eta: 17:50:59 batch_cost: 0.9183 data_cost: 0.0004 ips: 52.2711 images/s [03/13 16:08:08] ppdet.engine INFO: Epoch: [192] [240/610] learning_rate: 0.068660 loss_vfl: 0.872824 loss_bbox: 0.382847 loss_dfl: 0.390387 loss: 1.626868 eta: 17:50:39 batch_cost: 0.9542 data_cost: 0.0004 ips: 50.3016 images/s [03/13 16:08:30] ppdet.engine INFO: Epoch: [192] [260/610] learning_rate: 0.068623 loss_vfl: 0.818483 loss_bbox: 0.349916 loss_dfl: 0.379807 loss: 1.563748 eta: 17:50:19 batch_cost: 0.9154 data_cost: 0.0004 ips: 52.4375 images/s [03/13 16:08:51] ppdet.engine INFO: Epoch: [192] [280/610] learning_rate: 0.068586 loss_vfl: 0.880390 loss_bbox: 0.400309 loss_dfl: 0.398464 loss: 1.684008 eta: 17:49:59 batch_cost: 0.9527 data_cost: 0.0004 ips: 50.3818 images/s [03/13 16:09:12] ppdet.engine INFO: Epoch: [192] [300/610] learning_rate: 0.068548 loss_vfl: 0.852571 loss_bbox: 0.368671 loss_dfl: 0.392437 loss: 1.594753 eta: 17:49:39 batch_cost: 0.9556 data_cost: 0.0004 ips: 50.2288 images/s [03/13 16:09:34] ppdet.engine INFO: Epoch: [192] [320/610] learning_rate: 0.068511 loss_vfl: 0.847431 loss_bbox: 0.368590 loss_dfl: 0.391813 loss: 1.616987 eta: 17:49:19 batch_cost: 0.9784 data_cost: 0.0004 ips: 49.0588 images/s [03/13 16:09:56] ppdet.engine INFO: Epoch: [192] [340/610] learning_rate: 0.068474 loss_vfl: 0.828857 loss_bbox: 0.373218 loss_dfl: 0.375589 loss: 1.608240 eta: 17:49:00 batch_cost: 0.9768 data_cost: 0.0004 ips: 49.1386 images/s [03/13 16:10:17] ppdet.engine INFO: Epoch: [192] [360/610] learning_rate: 0.068436 loss_vfl: 0.851620 loss_bbox: 0.393735 loss_dfl: 0.393530 loss: 1.630809 eta: 17:48:40 batch_cost: 0.9567 data_cost: 0.0006 ips: 50.1709 images/s [03/13 16:10:37] ppdet.engine INFO: Epoch: [192] [380/610] learning_rate: 0.068399 loss_vfl: 0.810741 loss_bbox: 0.371282 loss_dfl: 0.375184 loss: 1.564110 eta: 17:48:20 batch_cost: 0.8991 data_cost: 0.0004 ips: 53.3875 images/s [03/13 16:11:00] ppdet.engine INFO: Epoch: [192] [400/610] learning_rate: 0.068362 loss_vfl: 0.819960 loss_bbox: 0.377142 loss_dfl: 0.373279 loss: 1.575035 eta: 17:48:00 batch_cost: 0.9794 data_cost: 0.0004 ips: 49.0103 images/s [03/13 16:11:22] ppdet.engine INFO: Epoch: [192] [420/610] learning_rate: 0.068325 loss_vfl: 0.858836 loss_bbox: 0.364391 loss_dfl: 0.396772 loss: 1.624928 eta: 17:47:40 batch_cost: 0.9419 data_cost: 0.0004 ips: 50.9619 images/s [03/13 16:11:42] ppdet.engine INFO: Epoch: [192] [440/610] learning_rate: 0.068287 loss_vfl: 0.865457 loss_bbox: 0.375050 loss_dfl: 0.387033 loss: 1.627142 eta: 17:47:20 batch_cost: 0.8987 data_cost: 0.0004 ips: 53.4121 images/s [03/13 16:12:03] ppdet.engine INFO: Epoch: [192] [460/610] learning_rate: 0.068250 loss_vfl: 0.853596 loss_bbox: 0.385798 loss_dfl: 0.385698 loss: 1.629315 eta: 17:47:00 batch_cost: 0.9677 data_cost: 0.0004 ips: 49.6001 images/s [03/13 16:12:24] ppdet.engine INFO: Epoch: [192] [480/610] learning_rate: 0.068213 loss_vfl: 0.826830 loss_bbox: 0.377215 loss_dfl: 0.387841 loss: 1.593622 eta: 17:46:40 batch_cost: 0.9482 data_cost: 0.0039 ips: 50.6243 images/s [03/13 16:12:47] ppdet.engine INFO: Epoch: [192] [500/610] learning_rate: 0.068176 loss_vfl: 0.858630 loss_bbox: 0.387519 loss_dfl: 0.390312 loss: 1.637966 eta: 17:46:21 batch_cost: 0.9975 data_cost: 0.0004 ips: 48.1206 images/s [03/13 16:13:08] ppdet.engine INFO: Epoch: [192] [520/610] learning_rate: 0.068139 loss_vfl: 0.864080 loss_bbox: 0.400375 loss_dfl: 0.391355 loss: 1.670704 eta: 17:46:01 batch_cost: 0.9398 data_cost: 0.0004 ips: 51.0773 images/s [03/13 16:13:31] ppdet.engine INFO: Epoch: [192] [540/610] learning_rate: 0.068101 loss_vfl: 0.847166 loss_bbox: 0.395156 loss_dfl: 0.386415 loss: 1.602133 eta: 17:45:42 batch_cost: 1.0435 data_cost: 0.0006 ips: 45.9999 images/s [03/13 16:13:52] ppdet.engine INFO: Epoch: [192] [560/610] learning_rate: 0.068064 loss_vfl: 0.846370 loss_bbox: 0.387755 loss_dfl: 0.382790 loss: 1.635256 eta: 17:45:22 batch_cost: 0.9353 data_cost: 0.0004 ips: 51.3218 images/s [03/13 16:14:14] ppdet.engine INFO: Epoch: [192] [580/610] learning_rate: 0.068027 loss_vfl: 0.832756 loss_bbox: 0.376266 loss_dfl: 0.389618 loss: 1.582476 eta: 17:45:02 batch_cost: 0.9805 data_cost: 0.0013 ips: 48.9552 images/s [03/13 16:14:35] ppdet.engine INFO: Epoch: [192] [600/610] learning_rate: 0.067990 loss_vfl: 0.864906 loss_bbox: 0.365414 loss_dfl: 0.373850 loss: 1.636041 eta: 17:44:42 batch_cost: 0.9352 data_cost: 0.0005 ips: 51.3268 images/s [03/13 16:14:57] ppdet.engine INFO: Epoch: [193] [ 0/610] learning_rate: 0.067971 loss_vfl: 0.842936 loss_bbox: 0.362986 loss_dfl: 0.372404 loss: 1.560297 eta: 17:44:37 batch_cost: 1.3338 data_cost: 0.5781 ips: 35.9883 images/s [03/13 16:15:21] ppdet.engine INFO: Epoch: [193] [ 20/610] learning_rate: 0.067934 loss_vfl: 0.850705 loss_bbox: 0.379665 loss_dfl: 0.392318 loss: 1.612133 eta: 17:44:19 batch_cost: 1.1199 data_cost: 0.0004 ips: 42.8623 images/s [03/13 16:15:43] ppdet.engine INFO: Epoch: [193] [ 40/610] learning_rate: 0.067897 loss_vfl: 0.845489 loss_bbox: 0.371457 loss_dfl: 0.384844 loss: 1.589294 eta: 17:43:59 batch_cost: 0.9756 data_cost: 0.0004 ips: 49.1991 images/s [03/13 16:16:05] ppdet.engine INFO: Epoch: [193] [ 60/610] learning_rate: 0.067860 loss_vfl: 0.890608 loss_bbox: 0.393710 loss_dfl: 0.395696 loss: 1.679958 eta: 17:43:39 batch_cost: 0.8943 data_cost: 0.0004 ips: 53.6745 images/s [03/13 16:16:27] ppdet.engine INFO: Epoch: [193] [ 80/610] learning_rate: 0.067822 loss_vfl: 0.852079 loss_bbox: 0.379461 loss_dfl: 0.393760 loss: 1.644133 eta: 17:43:19 batch_cost: 0.9731 data_cost: 0.0004 ips: 49.3279 images/s [03/13 16:16:49] ppdet.engine INFO: Epoch: [193] [100/610] learning_rate: 0.067785 loss_vfl: 0.911091 loss_bbox: 0.396960 loss_dfl: 0.420445 loss: 1.732710 eta: 17:42:58 batch_cost: 0.8957 data_cost: 0.0004 ips: 53.5874 images/s [03/13 16:17:10] ppdet.engine INFO: Epoch: [193] [120/610] learning_rate: 0.067748 loss_vfl: 0.853212 loss_bbox: 0.390715 loss_dfl: 0.388805 loss: 1.616404 eta: 17:42:39 batch_cost: 0.9689 data_cost: 0.0004 ips: 49.5388 images/s [03/13 16:17:32] ppdet.engine INFO: Epoch: [193] [140/610] learning_rate: 0.067711 loss_vfl: 0.799890 loss_bbox: 0.373149 loss_dfl: 0.372677 loss: 1.568793 eta: 17:42:20 batch_cost: 1.0336 data_cost: 0.0006 ips: 46.4384 images/s [03/13 16:17:53] ppdet.engine INFO: Epoch: [193] [160/610] learning_rate: 0.067674 loss_vfl: 0.841154 loss_bbox: 0.401264 loss_dfl: 0.398196 loss: 1.655562 eta: 17:42:00 batch_cost: 0.9686 data_cost: 0.0004 ips: 49.5583 images/s [03/13 16:18:15] ppdet.engine INFO: Epoch: [193] [180/610] learning_rate: 0.067637 loss_vfl: 0.844334 loss_bbox: 0.374373 loss_dfl: 0.379806 loss: 1.599342 eta: 17:41:41 batch_cost: 0.9851 data_cost: 0.0005 ips: 48.7273 images/s [03/13 16:18:36] ppdet.engine INFO: Epoch: [193] [200/610] learning_rate: 0.067600 loss_vfl: 0.864854 loss_bbox: 0.367100 loss_dfl: 0.382252 loss: 1.634589 eta: 17:41:20 batch_cost: 0.9256 data_cost: 0.0010 ips: 51.8569 images/s [03/13 16:18:57] ppdet.engine INFO: Epoch: [193] [220/610] learning_rate: 0.067562 loss_vfl: 0.869456 loss_bbox: 0.398525 loss_dfl: 0.403605 loss: 1.666229 eta: 17:41:00 batch_cost: 0.9128 data_cost: 0.0011 ips: 52.5842 images/s [03/13 16:19:19] ppdet.engine INFO: Epoch: [193] [240/610] learning_rate: 0.067525 loss_vfl: 0.888545 loss_bbox: 0.403287 loss_dfl: 0.399866 loss: 1.714366 eta: 17:40:41 batch_cost: 0.9782 data_cost: 0.0004 ips: 49.0687 images/s [03/13 16:19:39] ppdet.engine INFO: Epoch: [193] [260/610] learning_rate: 0.067488 loss_vfl: 0.904965 loss_bbox: 0.397677 loss_dfl: 0.402082 loss: 1.698578 eta: 17:40:20 batch_cost: 0.8649 data_cost: 0.0004 ips: 55.4966 images/s [03/13 16:20:01] ppdet.engine INFO: Epoch: [193] [280/610] learning_rate: 0.067451 loss_vfl: 0.874371 loss_bbox: 0.413302 loss_dfl: 0.409964 loss: 1.699390 eta: 17:40:00 batch_cost: 0.9619 data_cost: 0.0005 ips: 49.9032 images/s [03/13 16:20:23] ppdet.engine INFO: Epoch: [193] [300/610] learning_rate: 0.067414 loss_vfl: 0.921129 loss_bbox: 0.419199 loss_dfl: 0.409091 loss: 1.725452 eta: 17:39:40 batch_cost: 0.9704 data_cost: 0.0004 ips: 49.4628 images/s [03/13 16:20:45] ppdet.engine INFO: Epoch: [193] [320/610] learning_rate: 0.067377 loss_vfl: 0.864746 loss_bbox: 0.368248 loss_dfl: 0.379345 loss: 1.621452 eta: 17:39:20 batch_cost: 0.9270 data_cost: 0.0004 ips: 51.7796 images/s [03/13 16:21:08] ppdet.engine INFO: Epoch: [193] [340/610] learning_rate: 0.067340 loss_vfl: 0.878187 loss_bbox: 0.387455 loss_dfl: 0.410391 loss: 1.700487 eta: 17:39:01 batch_cost: 1.0295 data_cost: 0.0004 ips: 46.6253 images/s [03/13 16:21:30] ppdet.engine INFO: Epoch: [193] [360/610] learning_rate: 0.067303 loss_vfl: 0.853013 loss_bbox: 0.378147 loss_dfl: 0.385553 loss: 1.630989 eta: 17:38:42 batch_cost: 1.0128 data_cost: 0.0010 ips: 47.3949 images/s [03/13 16:21:50] ppdet.engine INFO: Epoch: [193] [380/610] learning_rate: 0.067266 loss_vfl: 0.834356 loss_bbox: 0.371830 loss_dfl: 0.379632 loss: 1.600490 eta: 17:38:22 batch_cost: 0.9246 data_cost: 0.0004 ips: 51.9157 images/s [03/13 16:22:13] ppdet.engine INFO: Epoch: [193] [400/610] learning_rate: 0.067229 loss_vfl: 0.824919 loss_bbox: 0.382238 loss_dfl: 0.382468 loss: 1.600447 eta: 17:38:03 batch_cost: 1.0103 data_cost: 0.0004 ips: 47.5111 images/s [03/13 16:22:35] ppdet.engine INFO: Epoch: [193] [420/610] learning_rate: 0.067192 loss_vfl: 0.865845 loss_bbox: 0.378333 loss_dfl: 0.381068 loss: 1.628218 eta: 17:37:43 batch_cost: 1.0151 data_cost: 0.0012 ips: 47.2879 images/s [03/13 16:22:55] ppdet.engine INFO: Epoch: [193] [440/610] learning_rate: 0.067154 loss_vfl: 0.859863 loss_bbox: 0.380673 loss_dfl: 0.390307 loss: 1.631929 eta: 17:37:23 batch_cost: 0.8949 data_cost: 0.0004 ips: 53.6397 images/s [03/13 16:23:17] ppdet.engine INFO: Epoch: [193] [460/610] learning_rate: 0.067117 loss_vfl: 0.872728 loss_bbox: 0.390123 loss_dfl: 0.403414 loss: 1.676809 eta: 17:37:04 batch_cost: 1.0137 data_cost: 0.0004 ips: 47.3516 images/s [03/13 16:23:39] ppdet.engine INFO: Epoch: [193] [480/610] learning_rate: 0.067080 loss_vfl: 0.863333 loss_bbox: 0.381450 loss_dfl: 0.396163 loss: 1.638408 eta: 17:36:45 batch_cost: 1.0324 data_cost: 0.0004 ips: 46.4918 images/s [03/13 16:24:00] ppdet.engine INFO: Epoch: [193] [500/610] learning_rate: 0.067043 loss_vfl: 0.833782 loss_bbox: 0.374192 loss_dfl: 0.377436 loss: 1.595884 eta: 17:36:25 batch_cost: 0.9377 data_cost: 0.0004 ips: 51.1889 images/s [03/13 16:24:21] ppdet.engine INFO: Epoch: [193] [520/610] learning_rate: 0.067006 loss_vfl: 0.933499 loss_bbox: 0.402508 loss_dfl: 0.402944 loss: 1.748004 eta: 17:36:03 batch_cost: 0.8302 data_cost: 0.0023 ips: 57.8158 images/s [03/13 16:24:43] ppdet.engine INFO: Epoch: [193] [540/610] learning_rate: 0.066969 loss_vfl: 0.885310 loss_bbox: 0.395912 loss_dfl: 0.405215 loss: 1.677583 eta: 17:35:43 batch_cost: 0.9171 data_cost: 0.0005 ips: 52.3361 images/s [03/13 16:25:04] ppdet.engine INFO: Epoch: [193] [560/610] learning_rate: 0.066932 loss_vfl: 0.860069 loss_bbox: 0.363605 loss_dfl: 0.398909 loss: 1.611006 eta: 17:35:24 batch_cost: 0.9743 data_cost: 0.0005 ips: 49.2670 images/s [03/13 16:25:27] ppdet.engine INFO: Epoch: [193] [580/610] learning_rate: 0.066895 loss_vfl: 0.919054 loss_bbox: 0.398547 loss_dfl: 0.412493 loss: 1.764807 eta: 17:35:04 batch_cost: 1.0086 data_cost: 0.0004 ips: 47.5928 images/s [03/13 16:25:48] ppdet.engine INFO: Epoch: [193] [600/610] learning_rate: 0.066858 loss_vfl: 0.858140 loss_bbox: 0.401840 loss_dfl: 0.408451 loss: 1.669046 eta: 17:34:45 batch_cost: 0.9998 data_cost: 0.0005 ips: 48.0102 images/s [03/13 16:26:11] ppdet.engine INFO: Epoch: [194] [ 0/610] learning_rate: 0.066840 loss_vfl: 0.834478 loss_bbox: 0.366080 loss_dfl: 0.381761 loss: 1.614630 eta: 17:34:40 batch_cost: 1.4010 data_cost: 0.3710 ips: 34.2621 images/s [03/13 16:26:36] ppdet.engine INFO: Epoch: [194] [ 20/610] learning_rate: 0.066803 loss_vfl: 0.842014 loss_bbox: 0.372279 loss_dfl: 0.382628 loss: 1.593228 eta: 17:34:22 batch_cost: 1.1167 data_cost: 0.0005 ips: 42.9855 images/s [03/13 16:26:58] ppdet.engine INFO: Epoch: [194] [ 40/610] learning_rate: 0.066766 loss_vfl: 0.814012 loss_bbox: 0.361829 loss_dfl: 0.375198 loss: 1.560483 eta: 17:34:03 batch_cost: 1.0538 data_cost: 0.0004 ips: 45.5494 images/s [03/13 16:27:21] ppdet.engine INFO: Epoch: [194] [ 60/610] learning_rate: 0.066729 loss_vfl: 0.849652 loss_bbox: 0.386251 loss_dfl: 0.399535 loss: 1.626274 eta: 17:33:43 batch_cost: 0.9638 data_cost: 0.0004 ips: 49.8031 images/s [03/13 16:27:43] ppdet.engine INFO: Epoch: [194] [ 80/610] learning_rate: 0.066692 loss_vfl: 0.933931 loss_bbox: 0.409974 loss_dfl: 0.421770 loss: 1.788923 eta: 17:33:24 batch_cost: 0.9804 data_cost: 0.0004 ips: 48.9616 images/s [03/13 16:28:05] ppdet.engine INFO: Epoch: [194] [100/610] learning_rate: 0.066655 loss_vfl: 0.848233 loss_bbox: 0.385981 loss_dfl: 0.396297 loss: 1.624979 eta: 17:33:05 batch_cost: 1.0097 data_cost: 0.0004 ips: 47.5402 images/s [03/13 16:28:28] ppdet.engine INFO: Epoch: [194] [120/610] learning_rate: 0.066618 loss_vfl: 0.844384 loss_bbox: 0.379128 loss_dfl: 0.389239 loss: 1.619376 eta: 17:32:45 batch_cost: 0.9474 data_cost: 0.0004 ips: 50.6631 images/s [03/13 16:28:50] ppdet.engine INFO: Epoch: [194] [140/610] learning_rate: 0.066581 loss_vfl: 0.878449 loss_bbox: 0.399342 loss_dfl: 0.399300 loss: 1.642509 eta: 17:32:25 batch_cost: 0.9777 data_cost: 0.0004 ips: 49.0946 images/s [03/13 16:29:11] ppdet.engine INFO: Epoch: [194] [160/610] learning_rate: 0.066544 loss_vfl: 0.859830 loss_bbox: 0.390686 loss_dfl: 0.408251 loss: 1.655163 eta: 17:32:05 batch_cost: 0.9351 data_cost: 0.0004 ips: 51.3294 images/s [03/13 16:29:34] ppdet.engine INFO: Epoch: [194] [180/610] learning_rate: 0.066507 loss_vfl: 0.815385 loss_bbox: 0.369431 loss_dfl: 0.369631 loss: 1.548227 eta: 17:31:46 batch_cost: 1.0606 data_cost: 0.0006 ips: 45.2562 images/s [03/13 16:29:55] ppdet.engine INFO: Epoch: [194] [200/610] learning_rate: 0.066470 loss_vfl: 0.875378 loss_bbox: 0.388144 loss_dfl: 0.398889 loss: 1.674999 eta: 17:31:27 batch_cost: 0.9506 data_cost: 0.0004 ips: 50.4951 images/s [03/13 16:30:17] ppdet.engine INFO: Epoch: [194] [220/610] learning_rate: 0.066433 loss_vfl: 0.849499 loss_bbox: 0.362085 loss_dfl: 0.363075 loss: 1.544230 eta: 17:31:06 batch_cost: 0.8772 data_cost: 0.0004 ips: 54.7214 images/s [03/13 16:30:38] ppdet.engine INFO: Epoch: [194] [240/610] learning_rate: 0.066396 loss_vfl: 0.819289 loss_bbox: 0.374793 loss_dfl: 0.389571 loss: 1.565262 eta: 17:30:46 batch_cost: 0.9244 data_cost: 0.0004 ips: 51.9240 images/s [03/13 16:31:00] ppdet.engine INFO: Epoch: [194] [260/610] learning_rate: 0.066359 loss_vfl: 0.876587 loss_bbox: 0.375165 loss_dfl: 0.381618 loss: 1.630875 eta: 17:30:26 batch_cost: 0.9905 data_cost: 0.0004 ips: 48.4589 images/s [03/13 16:31:22] ppdet.engine INFO: Epoch: [194] [280/610] learning_rate: 0.066322 loss_vfl: 0.896600 loss_bbox: 0.401715 loss_dfl: 0.410156 loss: 1.710668 eta: 17:30:07 batch_cost: 0.9777 data_cost: 0.0004 ips: 49.0960 images/s [03/13 16:31:43] ppdet.engine INFO: Epoch: [194] [300/610] learning_rate: 0.066286 loss_vfl: 0.853144 loss_bbox: 0.397345 loss_dfl: 0.398379 loss: 1.642635 eta: 17:29:47 batch_cost: 0.9785 data_cost: 0.0004 ips: 49.0569 images/s [03/13 16:32:03] ppdet.engine INFO: Epoch: [194] [320/610] learning_rate: 0.066249 loss_vfl: 0.809754 loss_bbox: 0.340432 loss_dfl: 0.368618 loss: 1.523285 eta: 17:29:27 batch_cost: 0.9375 data_cost: 0.0004 ips: 51.1976 images/s [03/13 16:32:25] ppdet.engine INFO: Epoch: [194] [340/610] learning_rate: 0.066212 loss_vfl: 0.847028 loss_bbox: 0.366328 loss_dfl: 0.386676 loss: 1.614093 eta: 17:29:07 batch_cost: 0.9330 data_cost: 0.0004 ips: 51.4477 images/s [03/13 16:32:47] ppdet.engine INFO: Epoch: [194] [360/610] learning_rate: 0.066175 loss_vfl: 0.841543 loss_bbox: 0.380859 loss_dfl: 0.394666 loss: 1.644361 eta: 17:28:48 batch_cost: 1.0544 data_cost: 0.0004 ips: 45.5235 images/s [03/13 16:33:09] ppdet.engine INFO: Epoch: [194] [380/610] learning_rate: 0.066138 loss_vfl: 0.872662 loss_bbox: 0.393263 loss_dfl: 0.397399 loss: 1.648721 eta: 17:28:29 batch_cost: 0.9663 data_cost: 0.0004 ips: 49.6728 images/s [03/13 16:33:30] ppdet.engine INFO: Epoch: [194] [400/610] learning_rate: 0.066101 loss_vfl: 0.832052 loss_bbox: 0.374364 loss_dfl: 0.389380 loss: 1.574521 eta: 17:28:08 batch_cost: 0.9094 data_cost: 0.0004 ips: 52.7818 images/s [03/13 16:33:53] ppdet.engine INFO: Epoch: [194] [420/610] learning_rate: 0.066064 loss_vfl: 0.836892 loss_bbox: 0.355823 loss_dfl: 0.374508 loss: 1.548257 eta: 17:27:48 batch_cost: 0.9203 data_cost: 0.0004 ips: 52.1572 images/s [03/13 16:34:15] ppdet.engine INFO: Epoch: [194] [440/610] learning_rate: 0.066027 loss_vfl: 0.906852 loss_bbox: 0.398664 loss_dfl: 0.413941 loss: 1.728650 eta: 17:27:28 batch_cost: 0.9251 data_cost: 0.0004 ips: 51.8841 images/s [03/13 16:34:37] ppdet.engine INFO: Epoch: [194] [460/610] learning_rate: 0.065990 loss_vfl: 0.893164 loss_bbox: 0.409617 loss_dfl: 0.403388 loss: 1.708546 eta: 17:27:08 batch_cost: 0.9962 data_cost: 0.0009 ips: 48.1807 images/s [03/13 16:34:59] ppdet.engine INFO: Epoch: [194] [480/610] learning_rate: 0.065954 loss_vfl: 0.798129 loss_bbox: 0.357144 loss_dfl: 0.371770 loss: 1.514917 eta: 17:26:49 batch_cost: 0.9977 data_cost: 0.0004 ips: 48.1110 images/s [03/13 16:35:22] ppdet.engine INFO: Epoch: [194] [500/610] learning_rate: 0.065917 loss_vfl: 0.824630 loss_bbox: 0.365103 loss_dfl: 0.364691 loss: 1.555642 eta: 17:26:30 batch_cost: 0.9849 data_cost: 0.0004 ips: 48.7337 images/s [03/13 16:35:43] ppdet.engine INFO: Epoch: [194] [520/610] learning_rate: 0.065880 loss_vfl: 0.822842 loss_bbox: 0.338607 loss_dfl: 0.368058 loss: 1.531086 eta: 17:26:10 batch_cost: 0.9893 data_cost: 0.0004 ips: 48.5188 images/s [03/13 16:36:05] ppdet.engine INFO: Epoch: [194] [540/610] learning_rate: 0.065843 loss_vfl: 0.857599 loss_bbox: 0.390314 loss_dfl: 0.392539 loss: 1.634086 eta: 17:25:50 batch_cost: 0.9557 data_cost: 0.0004 ips: 50.2256 images/s [03/13 16:36:27] ppdet.engine INFO: Epoch: [194] [560/610] learning_rate: 0.065806 loss_vfl: 0.847124 loss_bbox: 0.396894 loss_dfl: 0.396295 loss: 1.653642 eta: 17:25:31 batch_cost: 0.9771 data_cost: 0.0004 ips: 49.1227 images/s [03/13 16:36:48] ppdet.engine INFO: Epoch: [194] [580/610] learning_rate: 0.065769 loss_vfl: 0.896821 loss_bbox: 0.402206 loss_dfl: 0.403189 loss: 1.713780 eta: 17:25:11 batch_cost: 0.9435 data_cost: 0.0004 ips: 50.8762 images/s [03/13 16:37:09] ppdet.engine INFO: Epoch: [194] [600/610] learning_rate: 0.065733 loss_vfl: 0.802742 loss_bbox: 0.350543 loss_dfl: 0.366563 loss: 1.521537 eta: 17:24:51 batch_cost: 0.9659 data_cost: 0.0005 ips: 49.6951 images/s [03/13 16:37:30] ppdet.engine INFO: Epoch: [195] [ 0/610] learning_rate: 0.065714 loss_vfl: 0.814960 loss_bbox: 0.368031 loss_dfl: 0.380971 loss: 1.573898 eta: 17:24:45 batch_cost: 1.3044 data_cost: 0.3469 ips: 36.7991 images/s [03/13 16:37:54] ppdet.engine INFO: Epoch: [195] [ 20/610] learning_rate: 0.065677 loss_vfl: 0.850691 loss_bbox: 0.369334 loss_dfl: 0.383352 loss: 1.603444 eta: 17:24:26 batch_cost: 1.0145 data_cost: 0.0004 ips: 47.3135 images/s [03/13 16:38:16] ppdet.engine INFO: Epoch: [195] [ 40/610] learning_rate: 0.065641 loss_vfl: 0.845949 loss_bbox: 0.367664 loss_dfl: 0.376715 loss: 1.591693 eta: 17:24:06 batch_cost: 0.9543 data_cost: 0.0004 ips: 50.2974 images/s [03/13 16:38:38] ppdet.engine INFO: Epoch: [195] [ 60/610] learning_rate: 0.065604 loss_vfl: 0.889830 loss_bbox: 0.391624 loss_dfl: 0.407077 loss: 1.699745 eta: 17:23:46 batch_cost: 0.9132 data_cost: 0.0004 ips: 52.5649 images/s [03/13 16:39:01] ppdet.engine INFO: Epoch: [195] [ 80/610] learning_rate: 0.065567 loss_vfl: 0.863998 loss_bbox: 0.379471 loss_dfl: 0.392892 loss: 1.662909 eta: 17:23:27 batch_cost: 1.0174 data_cost: 0.0004 ips: 47.1779 images/s [03/13 16:39:22] ppdet.engine INFO: Epoch: [195] [100/610] learning_rate: 0.065530 loss_vfl: 0.871135 loss_bbox: 0.373911 loss_dfl: 0.385137 loss: 1.631051 eta: 17:23:08 batch_cost: 1.0022 data_cost: 0.0004 ips: 47.8944 images/s [03/13 16:39:44] ppdet.engine INFO: Epoch: [195] [120/610] learning_rate: 0.065494 loss_vfl: 0.853672 loss_bbox: 0.387596 loss_dfl: 0.392046 loss: 1.635532 eta: 17:22:48 batch_cost: 0.9844 data_cost: 0.0004 ips: 48.7594 images/s [03/13 16:40:07] ppdet.engine INFO: Epoch: [195] [140/610] learning_rate: 0.065457 loss_vfl: 0.835766 loss_bbox: 0.368680 loss_dfl: 0.392104 loss: 1.596550 eta: 17:22:29 batch_cost: 1.0192 data_cost: 0.0006 ips: 47.0964 images/s [03/13 16:40:28] ppdet.engine INFO: Epoch: [195] [160/610] learning_rate: 0.065420 loss_vfl: 0.853344 loss_bbox: 0.365949 loss_dfl: 0.378511 loss: 1.618117 eta: 17:22:09 batch_cost: 0.9136 data_cost: 0.0005 ips: 52.5403 images/s [03/13 16:40:51] ppdet.engine INFO: Epoch: [195] [180/610] learning_rate: 0.065383 loss_vfl: 0.848700 loss_bbox: 0.377308 loss_dfl: 0.386294 loss: 1.617134 eta: 17:21:49 batch_cost: 1.0090 data_cost: 0.0004 ips: 47.5706 images/s [03/13 16:41:12] ppdet.engine INFO: Epoch: [195] [200/610] learning_rate: 0.065347 loss_vfl: 0.864043 loss_bbox: 0.387672 loss_dfl: 0.393942 loss: 1.631797 eta: 17:21:30 batch_cost: 0.9626 data_cost: 0.0004 ips: 49.8636 images/s [03/13 16:41:34] ppdet.engine INFO: Epoch: [195] [220/610] learning_rate: 0.065310 loss_vfl: 0.915668 loss_bbox: 0.407579 loss_dfl: 0.415209 loss: 1.727261 eta: 17:21:10 batch_cost: 1.0221 data_cost: 0.0004 ips: 46.9601 images/s [03/13 16:41:55] ppdet.engine INFO: Epoch: [195] [240/610] learning_rate: 0.065273 loss_vfl: 0.862635 loss_bbox: 0.372772 loss_dfl: 0.396631 loss: 1.628916 eta: 17:20:51 batch_cost: 0.9459 data_cost: 0.0004 ips: 50.7451 images/s [03/13 16:42:18] ppdet.engine INFO: Epoch: [195] [260/610] learning_rate: 0.065236 loss_vfl: 0.842845 loss_bbox: 0.369399 loss_dfl: 0.387672 loss: 1.600895 eta: 17:20:32 batch_cost: 1.0486 data_cost: 0.0004 ips: 45.7763 images/s [03/13 16:42:40] ppdet.engine INFO: Epoch: [195] [280/610] learning_rate: 0.065200 loss_vfl: 0.855083 loss_bbox: 0.383023 loss_dfl: 0.387131 loss: 1.611145 eta: 17:20:12 batch_cost: 0.9297 data_cost: 0.0004 ips: 51.6275 images/s [03/13 16:43:03] ppdet.engine INFO: Epoch: [195] [300/610] learning_rate: 0.065163 loss_vfl: 0.905446 loss_bbox: 0.410739 loss_dfl: 0.417202 loss: 1.730800 eta: 17:19:52 batch_cost: 1.0017 data_cost: 0.0012 ips: 47.9162 images/s [03/13 16:43:24] ppdet.engine INFO: Epoch: [195] [320/610] learning_rate: 0.065126 loss_vfl: 0.865465 loss_bbox: 0.388322 loss_dfl: 0.393072 loss: 1.643941 eta: 17:19:32 batch_cost: 0.9246 data_cost: 0.0008 ips: 51.9162 images/s [03/13 16:43:46] ppdet.engine INFO: Epoch: [195] [340/610] learning_rate: 0.065090 loss_vfl: 0.816689 loss_bbox: 0.370492 loss_dfl: 0.379916 loss: 1.554210 eta: 17:19:13 batch_cost: 1.0135 data_cost: 0.0016 ips: 47.3611 images/s [03/13 16:44:08] ppdet.engine INFO: Epoch: [195] [360/610] learning_rate: 0.065053 loss_vfl: 0.855175 loss_bbox: 0.379857 loss_dfl: 0.384790 loss: 1.622727 eta: 17:18:54 batch_cost: 1.0040 data_cost: 0.0004 ips: 47.8098 images/s [03/13 16:44:29] ppdet.engine INFO: Epoch: [195] [380/610] learning_rate: 0.065016 loss_vfl: 0.864624 loss_bbox: 0.393842 loss_dfl: 0.389611 loss: 1.650710 eta: 17:18:33 batch_cost: 0.8886 data_cost: 0.0004 ips: 54.0195 images/s [03/13 16:44:51] ppdet.engine INFO: Epoch: [195] [400/610] learning_rate: 0.064979 loss_vfl: 0.817776 loss_bbox: 0.363228 loss_dfl: 0.368668 loss: 1.552587 eta: 17:18:13 batch_cost: 0.9134 data_cost: 0.0004 ips: 52.5512 images/s [03/13 16:45:12] ppdet.engine INFO: Epoch: [195] [420/610] learning_rate: 0.064943 loss_vfl: 0.871415 loss_bbox: 0.385628 loss_dfl: 0.402740 loss: 1.652473 eta: 17:17:53 batch_cost: 0.9100 data_cost: 0.0004 ips: 52.7501 images/s [03/13 16:45:34] ppdet.engine INFO: Epoch: [195] [440/610] learning_rate: 0.064906 loss_vfl: 0.886716 loss_bbox: 0.394603 loss_dfl: 0.419676 loss: 1.715685 eta: 17:17:33 batch_cost: 0.9813 data_cost: 0.0004 ips: 48.9158 images/s [03/13 16:45:55] ppdet.engine INFO: Epoch: [195] [460/610] learning_rate: 0.064869 loss_vfl: 0.893565 loss_bbox: 0.398887 loss_dfl: 0.399194 loss: 1.692873 eta: 17:17:13 batch_cost: 0.9720 data_cost: 0.0004 ips: 49.3838 images/s [03/13 16:46:18] ppdet.engine INFO: Epoch: [195] [480/610] learning_rate: 0.064833 loss_vfl: 0.857875 loss_bbox: 0.391398 loss_dfl: 0.392949 loss: 1.631413 eta: 17:16:54 batch_cost: 1.0082 data_cost: 0.0004 ips: 47.6119 images/s [03/13 16:46:39] ppdet.engine INFO: Epoch: [195] [500/610] learning_rate: 0.064796 loss_vfl: 0.831957 loss_bbox: 0.382065 loss_dfl: 0.376025 loss: 1.599812 eta: 17:16:34 batch_cost: 0.9416 data_cost: 0.0005 ips: 50.9779 images/s [03/13 16:47:01] ppdet.engine INFO: Epoch: [195] [520/610] learning_rate: 0.064760 loss_vfl: 0.836937 loss_bbox: 0.364476 loss_dfl: 0.371725 loss: 1.562478 eta: 17:16:14 batch_cost: 0.9461 data_cost: 0.0004 ips: 50.7332 images/s [03/13 16:47:23] ppdet.engine INFO: Epoch: [195] [540/610] learning_rate: 0.064723 loss_vfl: 0.867382 loss_bbox: 0.401989 loss_dfl: 0.399553 loss: 1.686602 eta: 17:15:54 batch_cost: 0.9563 data_cost: 0.0004 ips: 50.1917 images/s [03/13 16:47:44] ppdet.engine INFO: Epoch: [195] [560/610] learning_rate: 0.064686 loss_vfl: 0.859200 loss_bbox: 0.378942 loss_dfl: 0.392009 loss: 1.621635 eta: 17:15:35 batch_cost: 0.9664 data_cost: 0.0006 ips: 49.6679 images/s [03/13 16:48:06] ppdet.engine INFO: Epoch: [195] [580/610] learning_rate: 0.064650 loss_vfl: 0.862307 loss_bbox: 0.372330 loss_dfl: 0.378471 loss: 1.567530 eta: 17:15:15 batch_cost: 0.9671 data_cost: 0.0004 ips: 49.6349 images/s [03/13 16:48:28] ppdet.engine INFO: Epoch: [195] [600/610] learning_rate: 0.064613 loss_vfl: 0.874225 loss_bbox: 0.377149 loss_dfl: 0.398017 loss: 1.660229 eta: 17:14:55 batch_cost: 0.9363 data_cost: 0.0005 ips: 51.2661 images/s [03/13 16:48:46] ppdet.engine INFO: Epoch: [196] [ 0/610] learning_rate: 0.064595 loss_vfl: 0.820442 loss_bbox: 0.350618 loss_dfl: 0.364292 loss: 1.533957 eta: 17:14:48 batch_cost: 1.1621 data_cost: 0.4587 ips: 41.3036 images/s [03/13 16:49:17] ppdet.engine INFO: Epoch: [196] [ 20/610] learning_rate: 0.064558 loss_vfl: 0.854699 loss_bbox: 0.388127 loss_dfl: 0.397685 loss: 1.648377 eta: 17:14:32 batch_cost: 1.3258 data_cost: 0.1725 ips: 36.2056 images/s [03/13 16:49:39] ppdet.engine INFO: Epoch: [196] [ 40/610] learning_rate: 0.064522 loss_vfl: 0.880191 loss_bbox: 0.394515 loss_dfl: 0.398668 loss: 1.685238 eta: 17:14:12 batch_cost: 0.9940 data_cost: 0.0004 ips: 48.2901 images/s [03/13 16:50:00] ppdet.engine INFO: Epoch: [196] [ 60/610] learning_rate: 0.064485 loss_vfl: 0.867578 loss_bbox: 0.371402 loss_dfl: 0.390008 loss: 1.608274 eta: 17:13:52 batch_cost: 0.9209 data_cost: 0.0004 ips: 52.1220 images/s [03/13 16:50:23] ppdet.engine INFO: Epoch: [196] [ 80/610] learning_rate: 0.064448 loss_vfl: 0.796965 loss_bbox: 0.352058 loss_dfl: 0.368596 loss: 1.532675 eta: 17:13:32 batch_cost: 0.9573 data_cost: 0.0004 ips: 50.1395 images/s [03/13 16:50:46] ppdet.engine INFO: Epoch: [196] [100/610] learning_rate: 0.064412 loss_vfl: 0.911508 loss_bbox: 0.398375 loss_dfl: 0.405347 loss: 1.720557 eta: 17:13:13 batch_cost: 0.9897 data_cost: 0.0020 ips: 48.5007 images/s [03/13 16:51:08] ppdet.engine INFO: Epoch: [196] [120/610] learning_rate: 0.064375 loss_vfl: 0.856754 loss_bbox: 0.375843 loss_dfl: 0.392872 loss: 1.625222 eta: 17:12:53 batch_cost: 0.9114 data_cost: 0.0006 ips: 52.6670 images/s [03/13 16:51:28] ppdet.engine INFO: Epoch: [196] [140/610] learning_rate: 0.064339 loss_vfl: 0.861611 loss_bbox: 0.383933 loss_dfl: 0.395001 loss: 1.664483 eta: 17:12:32 batch_cost: 0.9230 data_cost: 0.0011 ips: 52.0030 images/s [03/13 16:51:50] ppdet.engine INFO: Epoch: [196] [160/610] learning_rate: 0.064302 loss_vfl: 0.854830 loss_bbox: 0.382449 loss_dfl: 0.383348 loss: 1.625514 eta: 17:12:13 batch_cost: 0.9996 data_cost: 0.0004 ips: 48.0186 images/s [03/13 16:52:11] ppdet.engine INFO: Epoch: [196] [180/610] learning_rate: 0.064266 loss_vfl: 0.824018 loss_bbox: 0.356929 loss_dfl: 0.377936 loss: 1.552992 eta: 17:11:54 batch_cost: 0.9963 data_cost: 0.0004 ips: 48.1797 images/s [03/13 16:52:32] ppdet.engine INFO: Epoch: [196] [200/610] learning_rate: 0.064229 loss_vfl: 0.881152 loss_bbox: 0.398666 loss_dfl: 0.419420 loss: 1.686538 eta: 17:11:33 batch_cost: 0.8844 data_cost: 0.0004 ips: 54.2742 images/s [03/13 16:52:53] ppdet.engine INFO: Epoch: [196] [220/610] learning_rate: 0.064192 loss_vfl: 0.817442 loss_bbox: 0.363908 loss_dfl: 0.374982 loss: 1.547639 eta: 17:11:13 batch_cost: 0.9174 data_cost: 0.0004 ips: 52.3212 images/s [03/13 16:53:14] ppdet.engine INFO: Epoch: [196] [240/610] learning_rate: 0.064156 loss_vfl: 0.890631 loss_bbox: 0.394237 loss_dfl: 0.394936 loss: 1.694371 eta: 17:10:53 batch_cost: 0.9372 data_cost: 0.0004 ips: 51.2191 images/s [03/13 16:53:35] ppdet.engine INFO: Epoch: [196] [260/610] learning_rate: 0.064119 loss_vfl: 0.846651 loss_bbox: 0.390636 loss_dfl: 0.392809 loss: 1.649135 eta: 17:10:33 batch_cost: 0.9583 data_cost: 0.0004 ips: 50.0907 images/s [03/13 16:53:57] ppdet.engine INFO: Epoch: [196] [280/610] learning_rate: 0.064083 loss_vfl: 0.851008 loss_bbox: 0.363178 loss_dfl: 0.378529 loss: 1.589559 eta: 17:10:14 batch_cost: 0.9960 data_cost: 0.0004 ips: 48.1952 images/s [03/13 16:54:19] ppdet.engine INFO: Epoch: [196] [300/610] learning_rate: 0.064046 loss_vfl: 0.891413 loss_bbox: 0.379847 loss_dfl: 0.404115 loss: 1.668221 eta: 17:09:54 batch_cost: 0.9871 data_cost: 0.0004 ips: 48.6280 images/s [03/13 16:54:41] ppdet.engine INFO: Epoch: [196] [320/610] learning_rate: 0.064010 loss_vfl: 0.864009 loss_bbox: 0.375375 loss_dfl: 0.391121 loss: 1.622699 eta: 17:09:35 batch_cost: 0.9943 data_cost: 0.0004 ips: 48.2755 images/s [03/13 16:55:04] ppdet.engine INFO: Epoch: [196] [340/610] learning_rate: 0.063973 loss_vfl: 0.884660 loss_bbox: 0.404700 loss_dfl: 0.415451 loss: 1.706061 eta: 17:09:15 batch_cost: 0.9792 data_cost: 0.0011 ips: 49.0189 images/s [03/13 16:55:25] ppdet.engine INFO: Epoch: [196] [360/610] learning_rate: 0.063937 loss_vfl: 0.863172 loss_bbox: 0.382663 loss_dfl: 0.404977 loss: 1.654245 eta: 17:08:55 batch_cost: 0.9647 data_cost: 0.0004 ips: 49.7572 images/s [03/13 16:55:46] ppdet.engine INFO: Epoch: [196] [380/610] learning_rate: 0.063900 loss_vfl: 0.887674 loss_bbox: 0.399434 loss_dfl: 0.397049 loss: 1.653512 eta: 17:08:35 batch_cost: 0.9280 data_cost: 0.0004 ips: 51.7255 images/s [03/13 16:56:07] ppdet.engine INFO: Epoch: [196] [400/610] learning_rate: 0.063864 loss_vfl: 0.807215 loss_bbox: 0.366947 loss_dfl: 0.365813 loss: 1.523916 eta: 17:08:15 batch_cost: 0.9069 data_cost: 0.0004 ips: 52.9277 images/s [03/13 16:56:29] ppdet.engine INFO: Epoch: [196] [420/610] learning_rate: 0.063827 loss_vfl: 0.829766 loss_bbox: 0.353210 loss_dfl: 0.379177 loss: 1.548963 eta: 17:07:56 batch_cost: 1.0000 data_cost: 0.0030 ips: 47.9984 images/s [03/13 16:56:50] ppdet.engine INFO: Epoch: [196] [440/610] learning_rate: 0.063791 loss_vfl: 0.825321 loss_bbox: 0.371058 loss_dfl: 0.384493 loss: 1.583636 eta: 17:07:36 batch_cost: 0.9259 data_cost: 0.0011 ips: 51.8429 images/s [03/13 16:57:11] ppdet.engine INFO: Epoch: [196] [460/610] learning_rate: 0.063755 loss_vfl: 0.892653 loss_bbox: 0.398394 loss_dfl: 0.413592 loss: 1.709118 eta: 17:07:16 batch_cost: 0.9554 data_cost: 0.0004 ips: 50.2404 images/s [03/13 16:57:34] ppdet.engine INFO: Epoch: [196] [480/610] learning_rate: 0.063718 loss_vfl: 0.865918 loss_bbox: 0.382163 loss_dfl: 0.385154 loss: 1.600613 eta: 17:06:56 batch_cost: 1.0097 data_cost: 0.0004 ips: 47.5387 images/s [03/13 16:57:56] ppdet.engine INFO: Epoch: [196] [500/610] learning_rate: 0.063682 loss_vfl: 0.810070 loss_bbox: 0.368983 loss_dfl: 0.376955 loss: 1.553869 eta: 17:06:37 batch_cost: 0.9832 data_cost: 0.0004 ips: 48.8187 images/s [03/13 16:58:17] ppdet.engine INFO: Epoch: [196] [520/610] learning_rate: 0.063645 loss_vfl: 0.800326 loss_bbox: 0.361599 loss_dfl: 0.364108 loss: 1.506955 eta: 17:06:17 batch_cost: 0.9765 data_cost: 0.0005 ips: 49.1562 images/s [03/13 16:58:40] ppdet.engine INFO: Epoch: [196] [540/610] learning_rate: 0.063609 loss_vfl: 0.849092 loss_bbox: 0.388605 loss_dfl: 0.389853 loss: 1.641414 eta: 17:05:58 batch_cost: 0.9755 data_cost: 0.0005 ips: 49.2058 images/s [03/13 16:59:01] ppdet.engine INFO: Epoch: [196] [560/610] learning_rate: 0.063572 loss_vfl: 0.843586 loss_bbox: 0.376733 loss_dfl: 0.384528 loss: 1.610937 eta: 17:05:38 batch_cost: 0.9535 data_cost: 0.0006 ips: 50.3408 images/s [03/13 16:59:23] ppdet.engine INFO: Epoch: [196] [580/610] learning_rate: 0.063536 loss_vfl: 0.816783 loss_bbox: 0.359976 loss_dfl: 0.379344 loss: 1.585037 eta: 17:05:18 batch_cost: 0.9370 data_cost: 0.0008 ips: 51.2284 images/s [03/13 16:59:44] ppdet.engine INFO: Epoch: [196] [600/610] learning_rate: 0.063500 loss_vfl: 0.919595 loss_bbox: 0.411659 loss_dfl: 0.415058 loss: 1.755921 eta: 17:04:58 batch_cost: 0.9472 data_cost: 0.0013 ips: 50.6759 images/s [03/13 17:00:06] ppdet.engine INFO: Epoch: [197] [ 0/610] learning_rate: 0.063481 loss_vfl: 0.919117 loss_bbox: 0.402376 loss_dfl: 0.407935 loss: 1.729535 eta: 17:04:52 batch_cost: 1.3491 data_cost: 0.6193 ips: 35.5787 images/s [03/13 17:00:31] ppdet.engine INFO: Epoch: [197] [ 20/610] learning_rate: 0.063445 loss_vfl: 0.889567 loss_bbox: 0.384395 loss_dfl: 0.396853 loss: 1.657069 eta: 17:04:34 batch_cost: 1.1080 data_cost: 0.0004 ips: 43.3194 images/s [03/13 17:00:53] ppdet.engine INFO: Epoch: [197] [ 40/610] learning_rate: 0.063409 loss_vfl: 0.850331 loss_bbox: 0.366318 loss_dfl: 0.386983 loss: 1.612696 eta: 17:04:14 batch_cost: 0.9289 data_cost: 0.0004 ips: 51.6713 images/s [03/13 17:01:15] ppdet.engine INFO: Epoch: [197] [ 60/610] learning_rate: 0.063372 loss_vfl: 0.884712 loss_bbox: 0.387899 loss_dfl: 0.402312 loss: 1.672794 eta: 17:03:55 batch_cost: 0.9878 data_cost: 0.0004 ips: 48.5942 images/s [03/13 17:01:37] ppdet.engine INFO: Epoch: [197] [ 80/610] learning_rate: 0.063336 loss_vfl: 0.871547 loss_bbox: 0.385364 loss_dfl: 0.400323 loss: 1.679859 eta: 17:03:35 batch_cost: 0.9882 data_cost: 0.0004 ips: 48.5735 images/s [03/13 17:01:59] ppdet.engine INFO: Epoch: [197] [100/610] learning_rate: 0.063299 loss_vfl: 0.857284 loss_bbox: 0.386330 loss_dfl: 0.396784 loss: 1.641799 eta: 17:03:16 batch_cost: 1.0163 data_cost: 0.0004 ips: 47.2297 images/s [03/13 17:02:20] ppdet.engine INFO: Epoch: [197] [120/610] learning_rate: 0.063263 loss_vfl: 0.852421 loss_bbox: 0.369958 loss_dfl: 0.389054 loss: 1.600208 eta: 17:02:55 batch_cost: 0.8514 data_cost: 0.0007 ips: 56.3785 images/s [03/13 17:02:42] ppdet.engine INFO: Epoch: [197] [140/610] learning_rate: 0.063227 loss_vfl: 0.876540 loss_bbox: 0.386098 loss_dfl: 0.399922 loss: 1.672086 eta: 17:02:35 batch_cost: 0.9129 data_cost: 0.0005 ips: 52.5814 images/s [03/13 17:03:03] ppdet.engine INFO: Epoch: [197] [160/610] learning_rate: 0.063190 loss_vfl: 0.843160 loss_bbox: 0.360024 loss_dfl: 0.384029 loss: 1.591110 eta: 17:02:14 batch_cost: 0.8975 data_cost: 0.0007 ips: 53.4790 images/s [03/13 17:03:25] ppdet.engine INFO: Epoch: [197] [180/610] learning_rate: 0.063154 loss_vfl: 0.928795 loss_bbox: 0.409203 loss_dfl: 0.415862 loss: 1.741230 eta: 17:01:55 batch_cost: 0.9686 data_cost: 0.0014 ips: 49.5572 images/s [03/13 17:03:48] ppdet.engine INFO: Epoch: [197] [200/610] learning_rate: 0.063118 loss_vfl: 0.851399 loss_bbox: 0.363897 loss_dfl: 0.373907 loss: 1.583061 eta: 17:01:35 batch_cost: 1.0106 data_cost: 0.0004 ips: 47.4968 images/s [03/13 17:04:09] ppdet.engine INFO: Epoch: [197] [220/610] learning_rate: 0.063081 loss_vfl: 0.861006 loss_bbox: 0.381431 loss_dfl: 0.388133 loss: 1.624076 eta: 17:01:16 batch_cost: 0.9820 data_cost: 0.0004 ips: 48.8781 images/s [03/13 17:04:31] ppdet.engine INFO: Epoch: [197] [240/610] learning_rate: 0.063045 loss_vfl: 0.852446 loss_bbox: 0.378494 loss_dfl: 0.398730 loss: 1.632438 eta: 17:00:56 batch_cost: 0.9508 data_cost: 0.0004 ips: 50.4832 images/s [03/13 17:04:54] ppdet.engine INFO: Epoch: [197] [260/610] learning_rate: 0.063009 loss_vfl: 0.888012 loss_bbox: 0.396125 loss_dfl: 0.409727 loss: 1.705754 eta: 17:00:36 batch_cost: 0.9506 data_cost: 0.0004 ips: 50.4944 images/s [03/13 17:05:14] ppdet.engine INFO: Epoch: [197] [280/610] learning_rate: 0.062972 loss_vfl: 0.837320 loss_bbox: 0.355838 loss_dfl: 0.377644 loss: 1.584520 eta: 17:00:16 batch_cost: 0.9185 data_cost: 0.0004 ips: 52.2593 images/s [03/13 17:05:36] ppdet.engine INFO: Epoch: [197] [300/610] learning_rate: 0.062936 loss_vfl: 0.891898 loss_bbox: 0.411254 loss_dfl: 0.398054 loss: 1.700213 eta: 16:59:56 batch_cost: 0.9144 data_cost: 0.0004 ips: 52.4946 images/s [03/13 17:05:57] ppdet.engine INFO: Epoch: [197] [320/610] learning_rate: 0.062900 loss_vfl: 0.897665 loss_bbox: 0.400551 loss_dfl: 0.406115 loss: 1.714231 eta: 16:59:36 batch_cost: 0.9857 data_cost: 0.0004 ips: 48.6973 images/s [03/13 17:06:19] ppdet.engine INFO: Epoch: [197] [340/610] learning_rate: 0.062863 loss_vfl: 0.887741 loss_bbox: 0.383599 loss_dfl: 0.399130 loss: 1.668011 eta: 16:59:16 batch_cost: 0.8879 data_cost: 0.0004 ips: 54.0590 images/s [03/13 17:06:42] ppdet.engine INFO: Epoch: [197] [360/610] learning_rate: 0.062827 loss_vfl: 0.837753 loss_bbox: 0.381228 loss_dfl: 0.375075 loss: 1.586034 eta: 16:58:57 batch_cost: 1.0126 data_cost: 0.0004 ips: 47.4013 images/s [03/13 17:07:02] ppdet.engine INFO: Epoch: [197] [380/610] learning_rate: 0.062791 loss_vfl: 0.851405 loss_bbox: 0.386505 loss_dfl: 0.381491 loss: 1.588881 eta: 16:58:36 batch_cost: 0.8757 data_cost: 0.0005 ips: 54.8141 images/s [03/13 17:07:24] ppdet.engine INFO: Epoch: [197] [400/610] learning_rate: 0.062755 loss_vfl: 0.877307 loss_bbox: 0.375065 loss_dfl: 0.379275 loss: 1.613060 eta: 16:58:17 batch_cost: 1.0151 data_cost: 0.0008 ips: 47.2844 images/s [03/13 17:07:47] ppdet.engine INFO: Epoch: [197] [420/610] learning_rate: 0.062718 loss_vfl: 0.854702 loss_bbox: 0.386877 loss_dfl: 0.395946 loss: 1.640650 eta: 16:57:57 batch_cost: 1.0073 data_cost: 0.0004 ips: 47.6509 images/s [03/13 17:08:09] ppdet.engine INFO: Epoch: [197] [440/610] learning_rate: 0.062682 loss_vfl: 0.846643 loss_bbox: 0.376189 loss_dfl: 0.392307 loss: 1.612415 eta: 16:57:38 batch_cost: 0.9831 data_cost: 0.0004 ips: 48.8232 images/s [03/13 17:08:32] ppdet.engine INFO: Epoch: [197] [460/610] learning_rate: 0.062646 loss_vfl: 0.841356 loss_bbox: 0.365793 loss_dfl: 0.387842 loss: 1.612098 eta: 16:57:19 batch_cost: 1.0208 data_cost: 0.0004 ips: 47.0229 images/s [03/13 17:08:53] ppdet.engine INFO: Epoch: [197] [480/610] learning_rate: 0.062610 loss_vfl: 0.856096 loss_bbox: 0.368467 loss_dfl: 0.374658 loss: 1.599518 eta: 16:56:59 batch_cost: 0.9171 data_cost: 0.0004 ips: 52.3376 images/s [03/13 17:09:15] ppdet.engine INFO: Epoch: [197] [500/610] learning_rate: 0.062573 loss_vfl: 0.847374 loss_bbox: 0.381984 loss_dfl: 0.395312 loss: 1.617542 eta: 16:56:38 batch_cost: 0.9272 data_cost: 0.0005 ips: 51.7669 images/s [03/13 17:09:37] ppdet.engine INFO: Epoch: [197] [520/610] learning_rate: 0.062537 loss_vfl: 0.891010 loss_bbox: 0.395215 loss_dfl: 0.390592 loss: 1.663634 eta: 16:56:19 batch_cost: 0.9575 data_cost: 0.0004 ips: 50.1290 images/s [03/13 17:09:58] ppdet.engine INFO: Epoch: [197] [540/610] learning_rate: 0.062501 loss_vfl: 0.865308 loss_bbox: 0.396227 loss_dfl: 0.390929 loss: 1.651804 eta: 16:55:59 batch_cost: 0.9449 data_cost: 0.0004 ips: 50.7975 images/s [03/13 17:10:18] ppdet.engine INFO: Epoch: [197] [560/610] learning_rate: 0.062465 loss_vfl: 0.887826 loss_bbox: 0.405005 loss_dfl: 0.412147 loss: 1.696511 eta: 16:55:38 batch_cost: 0.8767 data_cost: 0.0007 ips: 54.7483 images/s [03/13 17:10:40] ppdet.engine INFO: Epoch: [197] [580/610] learning_rate: 0.062428 loss_vfl: 0.804970 loss_bbox: 0.349482 loss_dfl: 0.361172 loss: 1.510384 eta: 16:55:19 batch_cost: 0.9737 data_cost: 0.0004 ips: 49.2950 images/s [03/13 17:11:00] ppdet.engine INFO: Epoch: [197] [600/610] learning_rate: 0.062392 loss_vfl: 0.801677 loss_bbox: 0.346675 loss_dfl: 0.368291 loss: 1.524214 eta: 16:54:58 batch_cost: 0.9277 data_cost: 0.0006 ips: 51.7428 images/s [03/13 17:11:19] ppdet.engine INFO: Epoch: [198] [ 0/610] learning_rate: 0.062374 loss_vfl: 0.825410 loss_bbox: 0.346793 loss_dfl: 0.367694 loss: 1.548865 eta: 16:54:51 batch_cost: 1.1838 data_cost: 0.4285 ips: 40.5463 images/s [03/13 17:11:45] ppdet.engine INFO: Epoch: [198] [ 20/610] learning_rate: 0.062338 loss_vfl: 0.857395 loss_bbox: 0.381224 loss_dfl: 0.387543 loss: 1.628471 eta: 16:54:33 batch_cost: 1.1475 data_cost: 0.0007 ips: 41.8318 images/s [03/13 17:12:07] ppdet.engine INFO: Epoch: [198] [ 40/610] learning_rate: 0.062302 loss_vfl: 0.842767 loss_bbox: 0.371350 loss_dfl: 0.385687 loss: 1.613049 eta: 16:54:14 batch_cost: 0.9896 data_cost: 0.0004 ips: 48.5047 images/s [03/13 17:12:29] ppdet.engine INFO: Epoch: [198] [ 60/610] learning_rate: 0.062266 loss_vfl: 0.842720 loss_bbox: 0.385333 loss_dfl: 0.395681 loss: 1.631095 eta: 16:53:54 batch_cost: 0.9848 data_cost: 0.0004 ips: 48.7400 images/s [03/13 17:12:50] ppdet.engine INFO: Epoch: [198] [ 80/610] learning_rate: 0.062229 loss_vfl: 0.819789 loss_bbox: 0.377559 loss_dfl: 0.388580 loss: 1.601914 eta: 16:53:34 batch_cost: 0.8933 data_cost: 0.0005 ips: 53.7343 images/s [03/13 17:13:11] ppdet.engine INFO: Epoch: [198] [100/610] learning_rate: 0.062193 loss_vfl: 0.867816 loss_bbox: 0.371556 loss_dfl: 0.389351 loss: 1.636049 eta: 16:53:14 batch_cost: 0.9255 data_cost: 0.0004 ips: 51.8613 images/s [03/13 17:13:34] ppdet.engine INFO: Epoch: [198] [120/610] learning_rate: 0.062157 loss_vfl: 0.816228 loss_bbox: 0.371630 loss_dfl: 0.380906 loss: 1.564206 eta: 16:52:55 batch_cost: 1.0643 data_cost: 0.0004 ips: 45.0992 images/s [03/13 17:13:56] ppdet.engine INFO: Epoch: [198] [140/610] learning_rate: 0.062121 loss_vfl: 0.845945 loss_bbox: 0.372457 loss_dfl: 0.384443 loss: 1.605161 eta: 16:52:35 batch_cost: 0.9757 data_cost: 0.0006 ips: 49.1963 images/s [03/13 17:14:17] ppdet.engine INFO: Epoch: [198] [160/610] learning_rate: 0.062085 loss_vfl: 0.864662 loss_bbox: 0.396571 loss_dfl: 0.403827 loss: 1.676419 eta: 16:52:15 batch_cost: 0.9374 data_cost: 0.0004 ips: 51.2070 images/s [03/13 17:14:38] ppdet.engine INFO: Epoch: [198] [180/610] learning_rate: 0.062049 loss_vfl: 0.868903 loss_bbox: 0.364726 loss_dfl: 0.386120 loss: 1.626952 eta: 16:51:56 batch_cost: 0.9521 data_cost: 0.0004 ips: 50.4127 images/s [03/13 17:15:00] ppdet.engine INFO: Epoch: [198] [200/610] learning_rate: 0.062012 loss_vfl: 0.882969 loss_bbox: 0.398102 loss_dfl: 0.412883 loss: 1.693791 eta: 16:51:36 batch_cost: 1.0063 data_cost: 0.0004 ips: 47.7000 images/s [03/13 17:15:22] ppdet.engine INFO: Epoch: [198] [220/610] learning_rate: 0.061976 loss_vfl: 0.870764 loss_bbox: 0.388969 loss_dfl: 0.397412 loss: 1.655845 eta: 16:51:17 batch_cost: 0.9987 data_cost: 0.0004 ips: 48.0639 images/s [03/13 17:15:44] ppdet.engine INFO: Epoch: [198] [240/610] learning_rate: 0.061940 loss_vfl: 0.850515 loss_bbox: 0.362807 loss_dfl: 0.379043 loss: 1.585226 eta: 16:50:58 batch_cost: 1.0020 data_cost: 0.0008 ips: 47.9063 images/s [03/13 17:16:05] ppdet.engine INFO: Epoch: [198] [260/610] learning_rate: 0.061904 loss_vfl: 0.879051 loss_bbox: 0.382018 loss_dfl: 0.400732 loss: 1.650866 eta: 16:50:38 batch_cost: 0.9321 data_cost: 0.0004 ips: 51.4989 images/s [03/13 17:16:29] ppdet.engine INFO: Epoch: [198] [280/610] learning_rate: 0.061868 loss_vfl: 0.930912 loss_bbox: 0.405024 loss_dfl: 0.426568 loss: 1.759157 eta: 16:50:19 batch_cost: 1.0772 data_cost: 0.0004 ips: 44.5613 images/s [03/13 17:16:51] ppdet.engine INFO: Epoch: [198] [300/610] learning_rate: 0.061832 loss_vfl: 0.866666 loss_bbox: 0.379309 loss_dfl: 0.396862 loss: 1.645846 eta: 16:50:00 batch_cost: 1.0094 data_cost: 0.0004 ips: 47.5528 images/s [03/13 17:17:13] ppdet.engine INFO: Epoch: [198] [320/610] learning_rate: 0.061796 loss_vfl: 0.871979 loss_bbox: 0.398428 loss_dfl: 0.407995 loss: 1.675373 eta: 16:49:39 batch_cost: 0.8809 data_cost: 0.0004 ips: 54.4885 images/s [03/13 17:17:37] ppdet.engine INFO: Epoch: [198] [340/610] learning_rate: 0.061760 loss_vfl: 0.872824 loss_bbox: 0.397170 loss_dfl: 0.415491 loss: 1.695327 eta: 16:49:19 batch_cost: 0.9445 data_cost: 0.0004 ips: 50.8214 images/s [03/13 17:17:59] ppdet.engine INFO: Epoch: [198] [360/610] learning_rate: 0.061724 loss_vfl: 0.876132 loss_bbox: 0.406309 loss_dfl: 0.397422 loss: 1.647199 eta: 16:49:00 batch_cost: 0.9707 data_cost: 0.0004 ips: 49.4469 images/s [03/13 17:18:21] ppdet.engine INFO: Epoch: [198] [380/610] learning_rate: 0.061688 loss_vfl: 0.854279 loss_bbox: 0.388651 loss_dfl: 0.385801 loss: 1.609124 eta: 16:48:40 batch_cost: 0.9991 data_cost: 0.0009 ips: 48.0410 images/s [03/13 17:18:43] ppdet.engine INFO: Epoch: [198] [400/610] learning_rate: 0.061651 loss_vfl: 0.849349 loss_bbox: 0.393165 loss_dfl: 0.388392 loss: 1.651040 eta: 16:48:21 batch_cost: 0.9938 data_cost: 0.0004 ips: 48.3007 images/s [03/13 17:19:04] ppdet.engine INFO: Epoch: [198] [420/610] learning_rate: 0.061615 loss_vfl: 0.863907 loss_bbox: 0.372300 loss_dfl: 0.397035 loss: 1.615451 eta: 16:48:01 batch_cost: 0.9563 data_cost: 0.0004 ips: 50.1918 images/s [03/13 17:19:27] ppdet.engine INFO: Epoch: [198] [440/610] learning_rate: 0.061579 loss_vfl: 0.880792 loss_bbox: 0.400806 loss_dfl: 0.392065 loss: 1.680044 eta: 16:47:42 batch_cost: 1.0040 data_cost: 0.0014 ips: 47.8085 images/s [03/13 17:19:48] ppdet.engine INFO: Epoch: [198] [460/610] learning_rate: 0.061543 loss_vfl: 0.854451 loss_bbox: 0.373781 loss_dfl: 0.386827 loss: 1.586899 eta: 16:47:21 batch_cost: 0.8723 data_cost: 0.0004 ips: 55.0261 images/s [03/13 17:20:10] ppdet.engine INFO: Epoch: [198] [480/610] learning_rate: 0.061507 loss_vfl: 0.882489 loss_bbox: 0.369396 loss_dfl: 0.400916 loss: 1.651341 eta: 16:47:01 batch_cost: 0.9446 data_cost: 0.0004 ips: 50.8136 images/s [03/13 17:20:32] ppdet.engine INFO: Epoch: [198] [500/610] learning_rate: 0.061471 loss_vfl: 0.901206 loss_bbox: 0.406556 loss_dfl: 0.406333 loss: 1.723521 eta: 16:46:42 batch_cost: 1.0195 data_cost: 0.0004 ips: 47.0841 images/s [03/13 17:20:53] ppdet.engine INFO: Epoch: [198] [520/610] learning_rate: 0.061435 loss_vfl: 0.856217 loss_bbox: 0.371532 loss_dfl: 0.382680 loss: 1.615307 eta: 16:46:22 batch_cost: 0.9536 data_cost: 0.0008 ips: 50.3381 images/s [03/13 17:21:15] ppdet.engine INFO: Epoch: [198] [540/610] learning_rate: 0.061399 loss_vfl: 0.837665 loss_bbox: 0.391309 loss_dfl: 0.381544 loss: 1.590695 eta: 16:46:03 batch_cost: 1.0060 data_cost: 0.0010 ips: 47.7143 images/s [03/13 17:21:37] ppdet.engine INFO: Epoch: [198] [560/610] learning_rate: 0.061363 loss_vfl: 0.835641 loss_bbox: 0.385754 loss_dfl: 0.386883 loss: 1.629981 eta: 16:45:42 batch_cost: 0.9003 data_cost: 0.0005 ips: 53.3165 images/s [03/13 17:21:58] ppdet.engine INFO: Epoch: [198] [580/610] learning_rate: 0.061327 loss_vfl: 0.839175 loss_bbox: 0.383231 loss_dfl: 0.393230 loss: 1.616190 eta: 16:45:23 batch_cost: 0.9747 data_cost: 0.0004 ips: 49.2472 images/s [03/13 17:22:19] ppdet.engine INFO: Epoch: [198] [600/610] learning_rate: 0.061291 loss_vfl: 0.810032 loss_bbox: 0.362739 loss_dfl: 0.375803 loss: 1.554132 eta: 16:45:03 batch_cost: 0.9260 data_cost: 0.0005 ips: 51.8360 images/s [03/13 17:22:37] ppdet.engine INFO: Epoch: [199] [ 0/610] learning_rate: 0.061273 loss_vfl: 0.795846 loss_bbox: 0.337445 loss_dfl: 0.364195 loss: 1.491459 eta: 16:44:55 batch_cost: 1.1814 data_cost: 0.3733 ips: 40.6292 images/s [03/13 17:23:05] ppdet.engine INFO: Epoch: [199] [ 20/610] learning_rate: 0.061237 loss_vfl: 0.881076 loss_bbox: 0.401665 loss_dfl: 0.408273 loss: 1.665581 eta: 16:44:38 batch_cost: 1.2599 data_cost: 0.0004 ips: 38.0989 images/s [03/13 17:23:26] ppdet.engine INFO: Epoch: [199] [ 40/610] learning_rate: 0.061201 loss_vfl: 0.822303 loss_bbox: 0.364258 loss_dfl: 0.373023 loss: 1.564495 eta: 16:44:19 batch_cost: 0.9801 data_cost: 0.0004 ips: 48.9740 images/s [03/13 17:23:50] ppdet.engine INFO: Epoch: [199] [ 60/610] learning_rate: 0.061165 loss_vfl: 0.884090 loss_bbox: 0.407767 loss_dfl: 0.417651 loss: 1.718526 eta: 16:44:00 batch_cost: 1.0520 data_cost: 0.0004 ips: 45.6290 images/s [03/13 17:24:13] ppdet.engine INFO: Epoch: [199] [ 80/610] learning_rate: 0.061129 loss_vfl: 0.853943 loss_bbox: 0.373757 loss_dfl: 0.402802 loss: 1.630906 eta: 16:43:41 batch_cost: 0.9979 data_cost: 0.0004 ips: 48.0994 images/s [03/13 17:24:34] ppdet.engine INFO: Epoch: [199] [100/610] learning_rate: 0.061093 loss_vfl: 0.884293 loss_bbox: 0.371051 loss_dfl: 0.389152 loss: 1.658122 eta: 16:43:20 batch_cost: 0.8781 data_cost: 0.0004 ips: 54.6638 images/s [03/13 17:24:56] ppdet.engine INFO: Epoch: [199] [120/610] learning_rate: 0.061057 loss_vfl: 0.839885 loss_bbox: 0.370972 loss_dfl: 0.395438 loss: 1.618241 eta: 16:43:00 batch_cost: 0.9609 data_cost: 0.0004 ips: 49.9516 images/s [03/13 17:25:17] ppdet.engine INFO: Epoch: [199] [140/610] learning_rate: 0.061021 loss_vfl: 0.866383 loss_bbox: 0.363807 loss_dfl: 0.371646 loss: 1.604971 eta: 16:42:40 batch_cost: 0.9342 data_cost: 0.0004 ips: 51.3813 images/s [03/13 17:25:38] ppdet.engine INFO: Epoch: [199] [160/610] learning_rate: 0.060986 loss_vfl: 0.888152 loss_bbox: 0.384377 loss_dfl: 0.399866 loss: 1.659558 eta: 16:42:21 batch_cost: 0.9936 data_cost: 0.0005 ips: 48.3110 images/s [03/13 17:25:59] ppdet.engine INFO: Epoch: [199] [180/610] learning_rate: 0.060950 loss_vfl: 0.847695 loss_bbox: 0.394995 loss_dfl: 0.391072 loss: 1.624109 eta: 16:42:01 batch_cost: 0.9203 data_cost: 0.0004 ips: 52.1561 images/s [03/13 17:26:21] ppdet.engine INFO: Epoch: [199] [200/610] learning_rate: 0.060914 loss_vfl: 0.886641 loss_bbox: 0.399871 loss_dfl: 0.407810 loss: 1.677519 eta: 16:41:41 batch_cost: 0.9854 data_cost: 0.0012 ips: 48.7107 images/s [03/13 17:26:43] ppdet.engine INFO: Epoch: [199] [220/610] learning_rate: 0.060878 loss_vfl: 0.834405 loss_bbox: 0.367758 loss_dfl: 0.370927 loss: 1.589018 eta: 16:41:21 batch_cost: 0.9311 data_cost: 0.0011 ips: 51.5493 images/s [03/13 17:27:05] ppdet.engine INFO: Epoch: [199] [240/610] learning_rate: 0.060842 loss_vfl: 0.860708 loss_bbox: 0.375927 loss_dfl: 0.387389 loss: 1.652979 eta: 16:41:02 batch_cost: 0.9836 data_cost: 0.0099 ips: 48.7995 images/s [03/13 17:27:27] ppdet.engine INFO: Epoch: [199] [260/610] learning_rate: 0.060806 loss_vfl: 0.874307 loss_bbox: 0.400593 loss_dfl: 0.399487 loss: 1.658714 eta: 16:40:42 batch_cost: 0.9806 data_cost: 0.0004 ips: 48.9508 images/s [03/13 17:27:49] ppdet.engine INFO: Epoch: [199] [280/610] learning_rate: 0.060770 loss_vfl: 0.862988 loss_bbox: 0.376259 loss_dfl: 0.386947 loss: 1.639583 eta: 16:40:23 batch_cost: 0.9902 data_cost: 0.0004 ips: 48.4753 images/s [03/13 17:28:11] ppdet.engine INFO: Epoch: [199] [300/610] learning_rate: 0.060734 loss_vfl: 0.854994 loss_bbox: 0.382512 loss_dfl: 0.390539 loss: 1.624941 eta: 16:40:04 batch_cost: 1.0272 data_cost: 0.0004 ips: 46.7278 images/s [03/13 17:28:32] ppdet.engine INFO: Epoch: [199] [320/610] learning_rate: 0.060698 loss_vfl: 0.845101 loss_bbox: 0.365470 loss_dfl: 0.383290 loss: 1.584810 eta: 16:39:44 batch_cost: 0.9473 data_cost: 0.0004 ips: 50.6729 images/s [03/13 17:28:55] ppdet.engine INFO: Epoch: [199] [340/610] learning_rate: 0.060662 loss_vfl: 0.836097 loss_bbox: 0.374096 loss_dfl: 0.380556 loss: 1.594227 eta: 16:39:24 batch_cost: 0.9805 data_cost: 0.0004 ips: 48.9525 images/s [03/13 17:29:17] ppdet.engine INFO: Epoch: [199] [360/610] learning_rate: 0.060627 loss_vfl: 0.782615 loss_bbox: 0.342448 loss_dfl: 0.362250 loss: 1.471214 eta: 16:39:04 batch_cost: 0.9127 data_cost: 0.0006 ips: 52.5885 images/s [03/13 17:29:39] ppdet.engine INFO: Epoch: [199] [380/610] learning_rate: 0.060591 loss_vfl: 0.861724 loss_bbox: 0.377181 loss_dfl: 0.400078 loss: 1.666198 eta: 16:38:44 batch_cost: 0.9597 data_cost: 0.0011 ips: 50.0149 images/s [03/13 17:30:01] ppdet.engine INFO: Epoch: [199] [400/610] learning_rate: 0.060555 loss_vfl: 0.852029 loss_bbox: 0.383789 loss_dfl: 0.397811 loss: 1.653132 eta: 16:38:25 batch_cost: 1.0164 data_cost: 0.0004 ips: 47.2270 images/s [03/13 17:30:23] ppdet.engine INFO: Epoch: [199] [420/610] learning_rate: 0.060519 loss_vfl: 0.828193 loss_bbox: 0.359668 loss_dfl: 0.384200 loss: 1.574609 eta: 16:38:05 batch_cost: 0.9454 data_cost: 0.0004 ips: 50.7733 images/s [03/13 17:30:44] ppdet.engine INFO: Epoch: [199] [440/610] learning_rate: 0.060483 loss_vfl: 0.871840 loss_bbox: 0.377901 loss_dfl: 0.400517 loss: 1.656918 eta: 16:37:45 batch_cost: 0.8892 data_cost: 0.0004 ips: 53.9828 images/s [03/13 17:31:06] ppdet.engine INFO: Epoch: [199] [460/610] learning_rate: 0.060447 loss_vfl: 0.879426 loss_bbox: 0.387768 loss_dfl: 0.397550 loss: 1.644457 eta: 16:37:25 batch_cost: 0.9775 data_cost: 0.0004 ips: 49.1030 images/s [03/13 17:31:29] ppdet.engine INFO: Epoch: [199] [480/610] learning_rate: 0.060411 loss_vfl: 0.822617 loss_bbox: 0.362552 loss_dfl: 0.373942 loss: 1.549164 eta: 16:37:05 batch_cost: 0.9751 data_cost: 0.0011 ips: 49.2248 images/s [03/13 17:31:52] ppdet.engine INFO: Epoch: [199] [500/610] learning_rate: 0.060376 loss_vfl: 0.839322 loss_bbox: 0.381414 loss_dfl: 0.386965 loss: 1.593523 eta: 16:36:46 batch_cost: 0.9779 data_cost: 0.0004 ips: 49.0844 images/s [03/13 17:32:13] ppdet.engine INFO: Epoch: [199] [520/610] learning_rate: 0.060340 loss_vfl: 0.913493 loss_bbox: 0.405359 loss_dfl: 0.432918 loss: 1.755345 eta: 16:36:26 batch_cost: 0.9132 data_cost: 0.0004 ips: 52.5609 images/s [03/13 17:32:34] ppdet.engine INFO: Epoch: [199] [540/610] learning_rate: 0.060304 loss_vfl: 0.847495 loss_bbox: 0.377634 loss_dfl: 0.388539 loss: 1.605639 eta: 16:36:06 batch_cost: 0.9823 data_cost: 0.0004 ips: 48.8643 images/s [03/13 17:32:56] ppdet.engine INFO: Epoch: [199] [560/610] learning_rate: 0.060268 loss_vfl: 0.836872 loss_bbox: 0.358162 loss_dfl: 0.377719 loss: 1.570703 eta: 16:35:46 batch_cost: 0.9655 data_cost: 0.0004 ips: 49.7159 images/s [03/13 17:33:19] ppdet.engine INFO: Epoch: [199] [580/610] learning_rate: 0.060232 loss_vfl: 0.831261 loss_bbox: 0.364910 loss_dfl: 0.380176 loss: 1.565564 eta: 16:35:27 batch_cost: 1.0332 data_cost: 0.0008 ips: 46.4582 images/s [03/13 17:33:41] ppdet.engine INFO: Epoch: [199] [600/610] learning_rate: 0.060197 loss_vfl: 0.865881 loss_bbox: 0.396801 loss_dfl: 0.403638 loss: 1.650742 eta: 16:35:08 batch_cost: 0.9687 data_cost: 0.0005 ips: 49.5520 images/s [03/13 17:33:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 17:33:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 17:33:51] ppdet.engine INFO: Eval iter: 0 [03/13 17:34:13] ppdet.engine INFO: Eval iter: 100 [03/13 17:34:21] ppdet.engine INFO: Eval iter: 200 [03/13 17:34:31] ppdet.engine INFO: Eval iter: 300 [03/13 17:34:40] ppdet.engine INFO: Eval iter: 400 [03/13 17:34:49] ppdet.engine INFO: Eval iter: 500 [03/13 17:34:57] ppdet.engine INFO: Eval iter: 600 [03/13 17:35:11] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.04s) creating index... index created! [03/13 17:35:12] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.32s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=60.24s). Accumulating evaluation results... DONE (t=14.32s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.373 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.532 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.397 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.156 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.405 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.314 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.498 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.252 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771 [03/13 17:36:34] ppdet.engine INFO: Total sample number: 4952, averge FPS: 70.57078583817005 [03/13 17:36:34] ppdet.engine INFO: Best test bbox ap is 0.373. [03/13 17:36:34] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 17:36:34] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 17:36:35] ppdet.engine INFO: Epoch: [200] [ 0/610] learning_rate: 0.060179 loss_vfl: 0.888938 loss_bbox: 0.402062 loss_dfl: 0.401774 loss: 1.683978 eta: 16:34:55 batch_cost: 0.7109 data_cost: 0.0004 ips: 67.5243 images/s [03/13 17:36:58] ppdet.engine INFO: Epoch: [200] [ 20/610] learning_rate: 0.060143 loss_vfl: 0.877656 loss_bbox: 0.386212 loss_dfl: 0.405059 loss: 1.659020 eta: 16:34:37 batch_cost: 1.0707 data_cost: 0.0005 ips: 44.8286 images/s [03/13 17:37:20] ppdet.engine INFO: Epoch: [200] [ 40/610] learning_rate: 0.060107 loss_vfl: 0.863226 loss_bbox: 0.393153 loss_dfl: 0.407919 loss: 1.653353 eta: 16:34:16 batch_cost: 0.9257 data_cost: 0.0008 ips: 51.8508 images/s [03/13 17:37:43] ppdet.engine INFO: Epoch: [200] [ 60/610] learning_rate: 0.060071 loss_vfl: 0.809091 loss_bbox: 0.360040 loss_dfl: 0.364326 loss: 1.526174 eta: 16:33:57 batch_cost: 1.0020 data_cost: 0.0004 ips: 47.9054 images/s [03/13 17:38:03] ppdet.engine INFO: Epoch: [200] [ 80/610] learning_rate: 0.060036 loss_vfl: 0.799859 loss_bbox: 0.334968 loss_dfl: 0.365890 loss: 1.513002 eta: 16:33:37 batch_cost: 0.9305 data_cost: 0.0004 ips: 51.5825 images/s [03/13 17:38:24] ppdet.engine INFO: Epoch: [200] [100/610] learning_rate: 0.060000 loss_vfl: 0.837642 loss_bbox: 0.376417 loss_dfl: 0.383623 loss: 1.610477 eta: 16:33:17 batch_cost: 0.9435 data_cost: 0.0013 ips: 50.8746 images/s [03/13 17:38:46] ppdet.engine INFO: Epoch: [200] [120/610] learning_rate: 0.059964 loss_vfl: 0.870323 loss_bbox: 0.384050 loss_dfl: 0.403221 loss: 1.648799 eta: 16:32:57 batch_cost: 0.9691 data_cost: 0.0005 ips: 49.5295 images/s [03/13 17:39:08] ppdet.engine INFO: Epoch: [200] [140/610] learning_rate: 0.059929 loss_vfl: 0.829798 loss_bbox: 0.384772 loss_dfl: 0.389921 loss: 1.628843 eta: 16:32:38 batch_cost: 0.9603 data_cost: 0.0004 ips: 49.9831 images/s [03/13 17:39:30] ppdet.engine INFO: Epoch: [200] [160/610] learning_rate: 0.059893 loss_vfl: 0.849063 loss_bbox: 0.367599 loss_dfl: 0.392037 loss: 1.609360 eta: 16:32:18 batch_cost: 0.9531 data_cost: 0.0010 ips: 50.3616 images/s [03/13 17:39:52] ppdet.engine INFO: Epoch: [200] [180/610] learning_rate: 0.059857 loss_vfl: 0.838135 loss_bbox: 0.375380 loss_dfl: 0.384330 loss: 1.564474 eta: 16:31:58 batch_cost: 0.9888 data_cost: 0.0004 ips: 48.5444 images/s [03/13 17:40:14] ppdet.engine INFO: Epoch: [200] [200/610] learning_rate: 0.059821 loss_vfl: 0.846329 loss_bbox: 0.361504 loss_dfl: 0.375165 loss: 1.574031 eta: 16:31:39 batch_cost: 0.9464 data_cost: 0.0004 ips: 50.7170 images/s [03/13 17:40:34] ppdet.engine INFO: Epoch: [200] [220/610] learning_rate: 0.059786 loss_vfl: 0.820400 loss_bbox: 0.365793 loss_dfl: 0.379903 loss: 1.557705 eta: 16:31:19 batch_cost: 0.9616 data_cost: 0.0005 ips: 49.9172 images/s [03/13 17:40:55] ppdet.engine INFO: Epoch: [200] [240/610] learning_rate: 0.059750 loss_vfl: 0.867147 loss_bbox: 0.386889 loss_dfl: 0.389709 loss: 1.616453 eta: 16:30:59 batch_cost: 0.9076 data_cost: 0.0004 ips: 52.8874 images/s [03/13 17:41:17] ppdet.engine INFO: Epoch: [200] [260/610] learning_rate: 0.059714 loss_vfl: 0.806870 loss_bbox: 0.354757 loss_dfl: 0.370146 loss: 1.522108 eta: 16:30:39 batch_cost: 0.9751 data_cost: 0.0004 ips: 49.2235 images/s [03/13 17:41:39] ppdet.engine INFO: Epoch: [200] [280/610] learning_rate: 0.059679 loss_vfl: 0.867943 loss_bbox: 0.384289 loss_dfl: 0.397160 loss: 1.653356 eta: 16:30:19 batch_cost: 0.9033 data_cost: 0.0004 ips: 53.1387 images/s [03/13 17:42:00] ppdet.engine INFO: Epoch: [200] [300/610] learning_rate: 0.059643 loss_vfl: 0.862267 loss_bbox: 0.387086 loss_dfl: 0.386354 loss: 1.643920 eta: 16:29:58 batch_cost: 0.9080 data_cost: 0.0004 ips: 52.8612 images/s [03/13 17:42:23] ppdet.engine INFO: Epoch: [200] [320/610] learning_rate: 0.059607 loss_vfl: 0.843285 loss_bbox: 0.361342 loss_dfl: 0.369634 loss: 1.538860 eta: 16:29:39 batch_cost: 0.9791 data_cost: 0.0012 ips: 49.0237 images/s [03/13 17:42:44] ppdet.engine INFO: Epoch: [200] [340/610] learning_rate: 0.059572 loss_vfl: 0.883491 loss_bbox: 0.393051 loss_dfl: 0.406387 loss: 1.672221 eta: 16:29:19 batch_cost: 0.9900 data_cost: 0.0004 ips: 48.4825 images/s [03/13 17:43:05] ppdet.engine INFO: Epoch: [200] [360/610] learning_rate: 0.059536 loss_vfl: 0.839952 loss_bbox: 0.392525 loss_dfl: 0.384465 loss: 1.612493 eta: 16:29:00 batch_cost: 0.9594 data_cost: 0.0010 ips: 50.0311 images/s [03/13 17:43:26] ppdet.engine INFO: Epoch: [200] [380/610] learning_rate: 0.059500 loss_vfl: 0.862164 loss_bbox: 0.380001 loss_dfl: 0.396854 loss: 1.653636 eta: 16:28:39 batch_cost: 0.9253 data_cost: 0.0005 ips: 51.8752 images/s [03/13 17:43:48] ppdet.engine INFO: Epoch: [200] [400/610] learning_rate: 0.059465 loss_vfl: 0.818171 loss_bbox: 0.350780 loss_dfl: 0.372684 loss: 1.554750 eta: 16:28:20 batch_cost: 0.9834 data_cost: 0.0004 ips: 48.8096 images/s [03/13 17:44:09] ppdet.engine INFO: Epoch: [200] [420/610] learning_rate: 0.059429 loss_vfl: 0.853061 loss_bbox: 0.390949 loss_dfl: 0.396444 loss: 1.655901 eta: 16:28:00 batch_cost: 0.9919 data_cost: 0.0004 ips: 48.3912 images/s [03/13 17:44:31] ppdet.engine INFO: Epoch: [200] [440/610] learning_rate: 0.059393 loss_vfl: 0.831084 loss_bbox: 0.364717 loss_dfl: 0.377065 loss: 1.566982 eta: 16:27:40 batch_cost: 0.9126 data_cost: 0.0059 ips: 52.5944 images/s [03/13 17:44:53] ppdet.engine INFO: Epoch: [200] [460/610] learning_rate: 0.059358 loss_vfl: 0.840502 loss_bbox: 0.366794 loss_dfl: 0.376213 loss: 1.594557 eta: 16:27:21 batch_cost: 0.9710 data_cost: 0.0004 ips: 49.4340 images/s [03/13 17:45:16] ppdet.engine INFO: Epoch: [200] [480/610] learning_rate: 0.059322 loss_vfl: 0.806965 loss_bbox: 0.368338 loss_dfl: 0.372860 loss: 1.547691 eta: 16:27:01 batch_cost: 1.0042 data_cost: 0.0004 ips: 47.7971 images/s [03/13 17:45:37] ppdet.engine INFO: Epoch: [200] [500/610] learning_rate: 0.059287 loss_vfl: 0.848713 loss_bbox: 0.342585 loss_dfl: 0.376878 loss: 1.569139 eta: 16:26:41 batch_cost: 0.9139 data_cost: 0.0004 ips: 52.5238 images/s [03/13 17:45:58] ppdet.engine INFO: Epoch: [200] [520/610] learning_rate: 0.059251 loss_vfl: 0.855127 loss_bbox: 0.365931 loss_dfl: 0.395834 loss: 1.599734 eta: 16:26:21 batch_cost: 0.9400 data_cost: 0.0004 ips: 51.0650 images/s [03/13 17:46:19] ppdet.engine INFO: Epoch: [200] [540/610] learning_rate: 0.059215 loss_vfl: 0.878355 loss_bbox: 0.370429 loss_dfl: 0.384234 loss: 1.631251 eta: 16:26:00 batch_cost: 0.8495 data_cost: 0.0004 ips: 56.5010 images/s [03/13 17:46:39] ppdet.engine INFO: Epoch: [200] [560/610] learning_rate: 0.059180 loss_vfl: 0.869616 loss_bbox: 0.392491 loss_dfl: 0.401744 loss: 1.667727 eta: 16:25:40 batch_cost: 0.9273 data_cost: 0.0004 ips: 51.7626 images/s [03/13 17:47:01] ppdet.engine INFO: Epoch: [200] [580/610] learning_rate: 0.059144 loss_vfl: 0.862059 loss_bbox: 0.391896 loss_dfl: 0.399141 loss: 1.637732 eta: 16:25:20 batch_cost: 0.9571 data_cost: 0.0012 ips: 50.1497 images/s [03/13 17:47:21] ppdet.engine INFO: Epoch: [200] [600/610] learning_rate: 0.059109 loss_vfl: 0.845644 loss_bbox: 0.388871 loss_dfl: 0.394374 loss: 1.610074 eta: 16:25:00 batch_cost: 0.8888 data_cost: 0.0005 ips: 54.0057 images/s [03/13 17:47:39] ppdet.engine INFO: Epoch: [201] [ 0/610] learning_rate: 0.059091 loss_vfl: 0.841564 loss_bbox: 0.377427 loss_dfl: 0.393966 loss: 1.603859 eta: 16:24:52 batch_cost: 1.1315 data_cost: 0.4324 ips: 42.4226 images/s [03/13 17:48:06] ppdet.engine INFO: Epoch: [201] [ 20/610] learning_rate: 0.059055 loss_vfl: 0.901181 loss_bbox: 0.402096 loss_dfl: 0.420256 loss: 1.738831 eta: 16:24:36 batch_cost: 1.2866 data_cost: 0.0840 ips: 37.3064 images/s [03/13 17:48:28] ppdet.engine INFO: Epoch: [201] [ 40/610] learning_rate: 0.059020 loss_vfl: 0.866646 loss_bbox: 0.389570 loss_dfl: 0.394598 loss: 1.641670 eta: 16:24:16 batch_cost: 1.0018 data_cost: 0.0004 ips: 47.9119 images/s [03/13 17:48:50] ppdet.engine INFO: Epoch: [201] [ 60/610] learning_rate: 0.058984 loss_vfl: 0.885626 loss_bbox: 0.379520 loss_dfl: 0.411936 loss: 1.660846 eta: 16:23:56 batch_cost: 0.9508 data_cost: 0.0004 ips: 50.4828 images/s [03/13 17:49:12] ppdet.engine INFO: Epoch: [201] [ 80/610] learning_rate: 0.058949 loss_vfl: 0.866459 loss_bbox: 0.381806 loss_dfl: 0.392506 loss: 1.640368 eta: 16:23:36 batch_cost: 0.9077 data_cost: 0.0005 ips: 52.8838 images/s [03/13 17:49:34] ppdet.engine INFO: Epoch: [201] [100/610] learning_rate: 0.058913 loss_vfl: 0.838426 loss_bbox: 0.393629 loss_dfl: 0.391336 loss: 1.625586 eta: 16:23:17 batch_cost: 0.9944 data_cost: 0.0004 ips: 48.2718 images/s [03/13 17:49:57] ppdet.engine INFO: Epoch: [201] [120/610] learning_rate: 0.058878 loss_vfl: 0.878412 loss_bbox: 0.384644 loss_dfl: 0.388854 loss: 1.647860 eta: 16:22:58 batch_cost: 1.0384 data_cost: 0.0010 ips: 46.2238 images/s [03/13 17:50:18] ppdet.engine INFO: Epoch: [201] [140/610] learning_rate: 0.058842 loss_vfl: 0.849644 loss_bbox: 0.382865 loss_dfl: 0.381195 loss: 1.597048 eta: 16:22:38 batch_cost: 0.9336 data_cost: 0.0004 ips: 51.4155 images/s [03/13 17:50:39] ppdet.engine INFO: Epoch: [201] [160/610] learning_rate: 0.058807 loss_vfl: 0.857117 loss_bbox: 0.391509 loss_dfl: 0.398194 loss: 1.663749 eta: 16:22:18 batch_cost: 0.9502 data_cost: 0.0004 ips: 50.5144 images/s [03/13 17:51:01] ppdet.engine INFO: Epoch: [201] [180/610] learning_rate: 0.058771 loss_vfl: 0.867218 loss_bbox: 0.388766 loss_dfl: 0.387129 loss: 1.647766 eta: 16:21:58 batch_cost: 0.9303 data_cost: 0.0004 ips: 51.5959 images/s [03/13 17:51:23] ppdet.engine INFO: Epoch: [201] [200/610] learning_rate: 0.058736 loss_vfl: 0.887365 loss_bbox: 0.391839 loss_dfl: 0.403171 loss: 1.672856 eta: 16:21:38 batch_cost: 0.9299 data_cost: 0.0004 ips: 51.6211 images/s [03/13 17:51:42] ppdet.engine INFO: Epoch: [201] [220/610] learning_rate: 0.058700 loss_vfl: 0.873818 loss_bbox: 0.380799 loss_dfl: 0.394590 loss: 1.654947 eta: 16:21:17 batch_cost: 0.8639 data_cost: 0.0013 ips: 55.5641 images/s [03/13 17:52:04] ppdet.engine INFO: Epoch: [201] [240/610] learning_rate: 0.058665 loss_vfl: 0.873331 loss_bbox: 0.368429 loss_dfl: 0.387652 loss: 1.637110 eta: 16:20:57 batch_cost: 0.9618 data_cost: 0.0004 ips: 49.9055 images/s [03/13 17:52:26] ppdet.engine INFO: Epoch: [201] [260/610] learning_rate: 0.058629 loss_vfl: 0.836214 loss_bbox: 0.349273 loss_dfl: 0.377496 loss: 1.575514 eta: 16:20:38 batch_cost: 0.9776 data_cost: 0.0004 ips: 49.0983 images/s [03/13 17:52:48] ppdet.engine INFO: Epoch: [201] [280/610] learning_rate: 0.058594 loss_vfl: 0.841126 loss_bbox: 0.375971 loss_dfl: 0.387968 loss: 1.598482 eta: 16:20:18 batch_cost: 0.9321 data_cost: 0.0004 ips: 51.4981 images/s [03/13 17:53:11] ppdet.engine INFO: Epoch: [201] [300/610] learning_rate: 0.058558 loss_vfl: 0.830233 loss_bbox: 0.366012 loss_dfl: 0.378412 loss: 1.565552 eta: 16:19:58 batch_cost: 0.9382 data_cost: 0.0004 ips: 51.1602 images/s [03/13 17:53:32] ppdet.engine INFO: Epoch: [201] [320/610] learning_rate: 0.058523 loss_vfl: 0.877263 loss_bbox: 0.387926 loss_dfl: 0.395280 loss: 1.646021 eta: 16:19:38 batch_cost: 0.9478 data_cost: 0.0004 ips: 50.6436 images/s [03/13 17:53:54] ppdet.engine INFO: Epoch: [201] [340/610] learning_rate: 0.058488 loss_vfl: 0.852660 loss_bbox: 0.375959 loss_dfl: 0.384040 loss: 1.611598 eta: 16:19:18 batch_cost: 0.9334 data_cost: 0.0004 ips: 51.4226 images/s [03/13 17:54:16] ppdet.engine INFO: Epoch: [201] [360/610] learning_rate: 0.058452 loss_vfl: 0.861110 loss_bbox: 0.386552 loss_dfl: 0.391935 loss: 1.637368 eta: 16:18:58 batch_cost: 0.9811 data_cost: 0.0004 ips: 48.9234 images/s [03/13 17:54:38] ppdet.engine INFO: Epoch: [201] [380/610] learning_rate: 0.058417 loss_vfl: 0.807474 loss_bbox: 0.368114 loss_dfl: 0.369804 loss: 1.547514 eta: 16:18:39 batch_cost: 0.9719 data_cost: 0.0004 ips: 49.3866 images/s [03/13 17:55:00] ppdet.engine INFO: Epoch: [201] [400/610] learning_rate: 0.058381 loss_vfl: 0.890889 loss_bbox: 0.389585 loss_dfl: 0.398706 loss: 1.701793 eta: 16:18:19 batch_cost: 1.0043 data_cost: 0.0004 ips: 47.7930 images/s [03/13 17:55:22] ppdet.engine INFO: Epoch: [201] [420/610] learning_rate: 0.058346 loss_vfl: 0.863825 loss_bbox: 0.386455 loss_dfl: 0.389819 loss: 1.625139 eta: 16:18:00 batch_cost: 1.0153 data_cost: 0.0004 ips: 47.2787 images/s [03/13 17:55:43] ppdet.engine INFO: Epoch: [201] [440/610] learning_rate: 0.058310 loss_vfl: 0.803625 loss_bbox: 0.348532 loss_dfl: 0.377261 loss: 1.535252 eta: 16:17:40 batch_cost: 0.8994 data_cost: 0.0004 ips: 53.3680 images/s [03/13 17:56:05] ppdet.engine INFO: Epoch: [201] [460/610] learning_rate: 0.058275 loss_vfl: 0.847197 loss_bbox: 0.369177 loss_dfl: 0.382743 loss: 1.613374 eta: 16:17:20 batch_cost: 0.9310 data_cost: 0.0121 ips: 51.5583 images/s [03/13 17:56:28] ppdet.engine INFO: Epoch: [201] [480/610] learning_rate: 0.058240 loss_vfl: 0.827123 loss_bbox: 0.377894 loss_dfl: 0.383230 loss: 1.568198 eta: 16:17:01 batch_cost: 1.0185 data_cost: 0.0004 ips: 47.1276 images/s [03/13 17:56:49] ppdet.engine INFO: Epoch: [201] [500/610] learning_rate: 0.058204 loss_vfl: 0.826526 loss_bbox: 0.367755 loss_dfl: 0.372660 loss: 1.546397 eta: 16:16:40 batch_cost: 0.8894 data_cost: 0.0012 ips: 53.9714 images/s [03/13 17:57:10] ppdet.engine INFO: Epoch: [201] [520/610] learning_rate: 0.058169 loss_vfl: 0.843954 loss_bbox: 0.368756 loss_dfl: 0.385182 loss: 1.568968 eta: 16:16:20 batch_cost: 0.8682 data_cost: 0.0007 ips: 55.2868 images/s [03/13 17:57:33] ppdet.engine INFO: Epoch: [201] [540/610] learning_rate: 0.058134 loss_vfl: 0.858952 loss_bbox: 0.382138 loss_dfl: 0.393457 loss: 1.617218 eta: 16:16:00 batch_cost: 0.9564 data_cost: 0.0011 ips: 50.1896 images/s [03/13 17:57:55] ppdet.engine INFO: Epoch: [201] [560/610] learning_rate: 0.058098 loss_vfl: 0.845785 loss_bbox: 0.367759 loss_dfl: 0.387719 loss: 1.595097 eta: 16:15:41 batch_cost: 1.0098 data_cost: 0.0018 ips: 47.5360 images/s [03/13 17:58:17] ppdet.engine INFO: Epoch: [201] [580/610] learning_rate: 0.058063 loss_vfl: 0.861929 loss_bbox: 0.380179 loss_dfl: 0.383069 loss: 1.613050 eta: 16:15:21 batch_cost: 0.9787 data_cost: 0.0004 ips: 49.0437 images/s [03/13 17:58:39] ppdet.engine INFO: Epoch: [201] [600/610] learning_rate: 0.058027 loss_vfl: 0.909595 loss_bbox: 0.414524 loss_dfl: 0.425650 loss: 1.757945 eta: 16:15:01 batch_cost: 0.9604 data_cost: 0.0005 ips: 49.9783 images/s [03/13 17:58:59] ppdet.engine INFO: Epoch: [202] [ 0/610] learning_rate: 0.058010 loss_vfl: 0.931822 loss_bbox: 0.409935 loss_dfl: 0.422454 loss: 1.750353 eta: 16:14:55 batch_cost: 1.3008 data_cost: 0.5719 ips: 36.9005 images/s [03/13 17:59:24] ppdet.engine INFO: Epoch: [202] [ 20/610] learning_rate: 0.057974 loss_vfl: 0.825097 loss_bbox: 0.373606 loss_dfl: 0.376869 loss: 1.571609 eta: 16:14:36 batch_cost: 1.0183 data_cost: 0.0004 ips: 47.1389 images/s [03/13 17:59:45] ppdet.engine INFO: Epoch: [202] [ 40/610] learning_rate: 0.057939 loss_vfl: 0.848645 loss_bbox: 0.387155 loss_dfl: 0.384037 loss: 1.621356 eta: 16:14:15 batch_cost: 0.9022 data_cost: 0.0009 ips: 53.2027 images/s [03/13 18:00:06] ppdet.engine INFO: Epoch: [202] [ 60/610] learning_rate: 0.057904 loss_vfl: 0.815205 loss_bbox: 0.353379 loss_dfl: 0.375995 loss: 1.537594 eta: 16:13:55 batch_cost: 0.9244 data_cost: 0.0004 ips: 51.9234 images/s [03/13 18:00:29] ppdet.engine INFO: Epoch: [202] [ 80/610] learning_rate: 0.057869 loss_vfl: 0.876449 loss_bbox: 0.400570 loss_dfl: 0.404252 loss: 1.685910 eta: 16:13:35 batch_cost: 0.8941 data_cost: 0.0004 ips: 53.6850 images/s [03/13 18:00:50] ppdet.engine INFO: Epoch: [202] [100/610] learning_rate: 0.057833 loss_vfl: 0.814947 loss_bbox: 0.370939 loss_dfl: 0.386475 loss: 1.580382 eta: 16:13:15 batch_cost: 0.9103 data_cost: 0.0004 ips: 52.7287 images/s [03/13 18:01:12] ppdet.engine INFO: Epoch: [202] [120/610] learning_rate: 0.057798 loss_vfl: 0.809893 loss_bbox: 0.348874 loss_dfl: 0.359702 loss: 1.539154 eta: 16:12:55 batch_cost: 0.9311 data_cost: 0.0055 ips: 51.5505 images/s [03/13 18:01:35] ppdet.engine INFO: Epoch: [202] [140/610] learning_rate: 0.057763 loss_vfl: 0.839239 loss_bbox: 0.396257 loss_dfl: 0.398990 loss: 1.641863 eta: 16:12:35 batch_cost: 0.9529 data_cost: 0.0004 ips: 50.3748 images/s [03/13 18:01:57] ppdet.engine INFO: Epoch: [202] [160/610] learning_rate: 0.057727 loss_vfl: 0.833700 loss_bbox: 0.362066 loss_dfl: 0.380397 loss: 1.560286 eta: 16:12:15 batch_cost: 0.9783 data_cost: 0.0010 ips: 49.0660 images/s [03/13 18:02:18] ppdet.engine INFO: Epoch: [202] [180/610] learning_rate: 0.057692 loss_vfl: 0.844999 loss_bbox: 0.376255 loss_dfl: 0.390548 loss: 1.594447 eta: 16:11:56 batch_cost: 1.0027 data_cost: 0.0011 ips: 47.8722 images/s [03/13 18:02:40] ppdet.engine INFO: Epoch: [202] [200/610] learning_rate: 0.057657 loss_vfl: 0.842886 loss_bbox: 0.370920 loss_dfl: 0.380723 loss: 1.569933 eta: 16:11:36 batch_cost: 0.9405 data_cost: 0.0004 ips: 51.0388 images/s [03/13 18:03:03] ppdet.engine INFO: Epoch: [202] [220/610] learning_rate: 0.057622 loss_vfl: 0.799329 loss_bbox: 0.346507 loss_dfl: 0.372466 loss: 1.524315 eta: 16:11:17 batch_cost: 0.9958 data_cost: 0.0004 ips: 48.2036 images/s [03/13 18:03:25] ppdet.engine INFO: Epoch: [202] [240/610] learning_rate: 0.057586 loss_vfl: 0.838228 loss_bbox: 0.383540 loss_dfl: 0.390647 loss: 1.609743 eta: 16:10:57 batch_cost: 1.0195 data_cost: 0.0004 ips: 47.0837 images/s [03/13 18:03:47] ppdet.engine INFO: Epoch: [202] [260/610] learning_rate: 0.057551 loss_vfl: 0.823915 loss_bbox: 0.345993 loss_dfl: 0.365804 loss: 1.533971 eta: 16:10:38 batch_cost: 0.9569 data_cost: 0.0004 ips: 50.1616 images/s [03/13 18:04:09] ppdet.engine INFO: Epoch: [202] [280/610] learning_rate: 0.057516 loss_vfl: 0.851444 loss_bbox: 0.385272 loss_dfl: 0.398963 loss: 1.642758 eta: 16:10:18 batch_cost: 0.9419 data_cost: 0.0004 ips: 50.9588 images/s [03/13 18:04:31] ppdet.engine INFO: Epoch: [202] [300/610] learning_rate: 0.057481 loss_vfl: 0.865930 loss_bbox: 0.391063 loss_dfl: 0.384939 loss: 1.627032 eta: 16:09:59 batch_cost: 1.0334 data_cost: 0.0004 ips: 46.4501 images/s [03/13 18:04:53] ppdet.engine INFO: Epoch: [202] [320/610] learning_rate: 0.057445 loss_vfl: 0.850902 loss_bbox: 0.398893 loss_dfl: 0.398676 loss: 1.639385 eta: 16:09:39 batch_cost: 0.9551 data_cost: 0.0004 ips: 50.2585 images/s [03/13 18:05:14] ppdet.engine INFO: Epoch: [202] [340/610] learning_rate: 0.057410 loss_vfl: 0.843294 loss_bbox: 0.376696 loss_dfl: 0.375075 loss: 1.591748 eta: 16:09:19 batch_cost: 0.9655 data_cost: 0.0004 ips: 49.7158 images/s [03/13 18:05:35] ppdet.engine INFO: Epoch: [202] [360/610] learning_rate: 0.057375 loss_vfl: 0.905824 loss_bbox: 0.407164 loss_dfl: 0.414073 loss: 1.727291 eta: 16:08:59 batch_cost: 0.9266 data_cost: 0.0004 ips: 51.8031 images/s [03/13 18:05:56] ppdet.engine INFO: Epoch: [202] [380/610] learning_rate: 0.057340 loss_vfl: 0.847503 loss_bbox: 0.375068 loss_dfl: 0.375042 loss: 1.597766 eta: 16:08:39 batch_cost: 0.9660 data_cost: 0.0004 ips: 49.6903 images/s [03/13 18:06:17] ppdet.engine INFO: Epoch: [202] [400/610] learning_rate: 0.057305 loss_vfl: 0.907965 loss_bbox: 0.420760 loss_dfl: 0.418570 loss: 1.751184 eta: 16:08:19 batch_cost: 0.8801 data_cost: 0.0004 ips: 54.5418 images/s [03/13 18:06:38] ppdet.engine INFO: Epoch: [202] [420/610] learning_rate: 0.057269 loss_vfl: 0.846551 loss_bbox: 0.368987 loss_dfl: 0.378088 loss: 1.626029 eta: 16:07:59 batch_cost: 0.9605 data_cost: 0.0005 ips: 49.9758 images/s [03/13 18:07:00] ppdet.engine INFO: Epoch: [202] [440/610] learning_rate: 0.057234 loss_vfl: 0.826397 loss_bbox: 0.350546 loss_dfl: 0.387273 loss: 1.561578 eta: 16:07:40 batch_cost: 1.0453 data_cost: 0.0004 ips: 45.9205 images/s [03/13 18:07:23] ppdet.engine INFO: Epoch: [202] [460/610] learning_rate: 0.057199 loss_vfl: 0.814619 loss_bbox: 0.352287 loss_dfl: 0.364258 loss: 1.536914 eta: 16:07:21 batch_cost: 0.9666 data_cost: 0.0004 ips: 49.6567 images/s [03/13 18:07:44] ppdet.engine INFO: Epoch: [202] [480/610] learning_rate: 0.057164 loss_vfl: 0.860981 loss_bbox: 0.379298 loss_dfl: 0.383676 loss: 1.629112 eta: 16:07:01 batch_cost: 0.9573 data_cost: 0.0004 ips: 50.1399 images/s [03/13 18:08:06] ppdet.engine INFO: Epoch: [202] [500/610] learning_rate: 0.057129 loss_vfl: 0.781278 loss_bbox: 0.348759 loss_dfl: 0.356949 loss: 1.486530 eta: 16:06:41 batch_cost: 0.9889 data_cost: 0.0004 ips: 48.5396 images/s [03/13 18:08:27] ppdet.engine INFO: Epoch: [202] [520/610] learning_rate: 0.057094 loss_vfl: 0.893084 loss_bbox: 0.384012 loss_dfl: 0.404215 loss: 1.698550 eta: 16:06:22 batch_cost: 0.9790 data_cost: 0.0004 ips: 49.0317 images/s [03/13 18:08:50] ppdet.engine INFO: Epoch: [202] [540/610] learning_rate: 0.057058 loss_vfl: 0.830876 loss_bbox: 0.394080 loss_dfl: 0.380963 loss: 1.630840 eta: 16:06:03 batch_cost: 1.0168 data_cost: 0.0004 ips: 47.2075 images/s [03/13 18:09:12] ppdet.engine INFO: Epoch: [202] [560/610] learning_rate: 0.057023 loss_vfl: 0.832913 loss_bbox: 0.354946 loss_dfl: 0.373438 loss: 1.549780 eta: 16:05:43 batch_cost: 0.9578 data_cost: 0.0004 ips: 50.1158 images/s [03/13 18:09:34] ppdet.engine INFO: Epoch: [202] [580/610] learning_rate: 0.056988 loss_vfl: 0.888202 loss_bbox: 0.389701 loss_dfl: 0.407942 loss: 1.681495 eta: 16:05:23 batch_cost: 0.9621 data_cost: 0.0004 ips: 49.8892 images/s [03/13 18:09:55] ppdet.engine INFO: Epoch: [202] [600/610] learning_rate: 0.056953 loss_vfl: 0.890807 loss_bbox: 0.366537 loss_dfl: 0.408074 loss: 1.663656 eta: 16:05:03 batch_cost: 0.9614 data_cost: 0.0007 ips: 49.9270 images/s [03/13 18:10:16] ppdet.engine INFO: Epoch: [203] [ 0/610] learning_rate: 0.056936 loss_vfl: 0.881106 loss_bbox: 0.395757 loss_dfl: 0.413646 loss: 1.673610 eta: 16:04:57 batch_cost: 1.3037 data_cost: 0.5302 ips: 36.8175 images/s [03/13 18:10:41] ppdet.engine INFO: Epoch: [203] [ 20/610] learning_rate: 0.056900 loss_vfl: 0.825963 loss_bbox: 0.373582 loss_dfl: 0.387138 loss: 1.578264 eta: 16:04:39 batch_cost: 1.1360 data_cost: 0.0004 ips: 42.2533 images/s [03/13 18:11:03] ppdet.engine INFO: Epoch: [203] [ 40/610] learning_rate: 0.056865 loss_vfl: 0.909730 loss_bbox: 0.386885 loss_dfl: 0.407566 loss: 1.709714 eta: 16:04:19 batch_cost: 0.9930 data_cost: 0.0004 ips: 48.3364 images/s [03/13 18:11:26] ppdet.engine INFO: Epoch: [203] [ 60/610] learning_rate: 0.056830 loss_vfl: 0.835434 loss_bbox: 0.372707 loss_dfl: 0.374376 loss: 1.567420 eta: 16:04:00 batch_cost: 0.9978 data_cost: 0.0004 ips: 48.1038 images/s [03/13 18:11:47] ppdet.engine INFO: Epoch: [203] [ 80/610] learning_rate: 0.056795 loss_vfl: 0.869073 loss_bbox: 0.384925 loss_dfl: 0.381420 loss: 1.619066 eta: 16:03:40 batch_cost: 0.9003 data_cost: 0.0009 ips: 53.3138 images/s [03/13 18:12:08] ppdet.engine INFO: Epoch: [203] [100/610] learning_rate: 0.056760 loss_vfl: 0.849465 loss_bbox: 0.372688 loss_dfl: 0.385400 loss: 1.605906 eta: 16:03:20 batch_cost: 0.9331 data_cost: 0.0004 ips: 51.4437 images/s [03/13 18:12:30] ppdet.engine INFO: Epoch: [203] [120/610] learning_rate: 0.056725 loss_vfl: 0.821735 loss_bbox: 0.376236 loss_dfl: 0.387641 loss: 1.600090 eta: 16:03:00 batch_cost: 1.0043 data_cost: 0.0004 ips: 47.7935 images/s [03/13 18:12:51] ppdet.engine INFO: Epoch: [203] [140/610] learning_rate: 0.056690 loss_vfl: 0.865215 loss_bbox: 0.383682 loss_dfl: 0.394514 loss: 1.652411 eta: 16:02:40 batch_cost: 0.9013 data_cost: 0.0010 ips: 53.2550 images/s [03/13 18:13:12] ppdet.engine INFO: Epoch: [203] [160/610] learning_rate: 0.056655 loss_vfl: 0.848685 loss_bbox: 0.386546 loss_dfl: 0.391916 loss: 1.635985 eta: 16:02:21 batch_cost: 0.9711 data_cost: 0.0005 ips: 49.4275 images/s [03/13 18:13:33] ppdet.engine INFO: Epoch: [203] [180/610] learning_rate: 0.056620 loss_vfl: 0.844861 loss_bbox: 0.382564 loss_dfl: 0.396899 loss: 1.639403 eta: 16:02:00 batch_cost: 0.9051 data_cost: 0.0005 ips: 53.0347 images/s [03/13 18:13:54] ppdet.engine INFO: Epoch: [203] [200/610] learning_rate: 0.056585 loss_vfl: 0.849620 loss_bbox: 0.396454 loss_dfl: 0.391967 loss: 1.642133 eta: 16:01:41 batch_cost: 0.9811 data_cost: 0.0004 ips: 48.9261 images/s [03/13 18:14:16] ppdet.engine INFO: Epoch: [203] [220/610] learning_rate: 0.056550 loss_vfl: 0.838852 loss_bbox: 0.364475 loss_dfl: 0.389212 loss: 1.571971 eta: 16:01:21 batch_cost: 0.9724 data_cost: 0.0005 ips: 49.3628 images/s [03/13 18:14:38] ppdet.engine INFO: Epoch: [203] [240/610] learning_rate: 0.056515 loss_vfl: 0.862407 loss_bbox: 0.380389 loss_dfl: 0.393743 loss: 1.656958 eta: 16:01:01 batch_cost: 0.9257 data_cost: 0.0007 ips: 51.8511 images/s [03/13 18:14:59] ppdet.engine INFO: Epoch: [203] [260/610] learning_rate: 0.056480 loss_vfl: 0.821509 loss_bbox: 0.365793 loss_dfl: 0.383678 loss: 1.579160 eta: 16:00:41 batch_cost: 0.9776 data_cost: 0.0004 ips: 49.1017 images/s [03/13 18:15:21] ppdet.engine INFO: Epoch: [203] [280/610] learning_rate: 0.056445 loss_vfl: 0.858274 loss_bbox: 0.377277 loss_dfl: 0.395899 loss: 1.650557 eta: 16:00:22 batch_cost: 1.0219 data_cost: 0.0004 ips: 46.9700 images/s [03/13 18:15:43] ppdet.engine INFO: Epoch: [203] [300/610] learning_rate: 0.056410 loss_vfl: 0.878850 loss_bbox: 0.397232 loss_dfl: 0.385111 loss: 1.658710 eta: 16:00:03 batch_cost: 0.9853 data_cost: 0.0004 ips: 48.7161 images/s [03/13 18:16:06] ppdet.engine INFO: Epoch: [203] [320/610] learning_rate: 0.056375 loss_vfl: 0.857855 loss_bbox: 0.378995 loss_dfl: 0.387152 loss: 1.632512 eta: 15:59:44 batch_cost: 1.0438 data_cost: 0.0004 ips: 45.9876 images/s [03/13 18:16:27] ppdet.engine INFO: Epoch: [203] [340/610] learning_rate: 0.056340 loss_vfl: 0.869661 loss_bbox: 0.385649 loss_dfl: 0.406359 loss: 1.647992 eta: 15:59:24 batch_cost: 0.9426 data_cost: 0.0005 ips: 50.9240 images/s [03/13 18:16:49] ppdet.engine INFO: Epoch: [203] [360/610] learning_rate: 0.056305 loss_vfl: 0.856942 loss_bbox: 0.369428 loss_dfl: 0.393250 loss: 1.630562 eta: 15:59:05 batch_cost: 1.0351 data_cost: 0.0004 ips: 46.3734 images/s [03/13 18:17:10] ppdet.engine INFO: Epoch: [203] [380/610] learning_rate: 0.056270 loss_vfl: 0.851538 loss_bbox: 0.369330 loss_dfl: 0.390439 loss: 1.614928 eta: 15:58:45 batch_cost: 0.9367 data_cost: 0.0004 ips: 51.2424 images/s [03/13 18:17:33] ppdet.engine INFO: Epoch: [203] [400/610] learning_rate: 0.056235 loss_vfl: 0.818829 loss_bbox: 0.358613 loss_dfl: 0.380578 loss: 1.564574 eta: 15:58:26 batch_cost: 1.0285 data_cost: 0.0004 ips: 46.6684 images/s [03/13 18:17:55] ppdet.engine INFO: Epoch: [203] [420/610] learning_rate: 0.056200 loss_vfl: 0.893633 loss_bbox: 0.382308 loss_dfl: 0.387067 loss: 1.669137 eta: 15:58:06 batch_cost: 0.9257 data_cost: 0.0004 ips: 51.8521 images/s [03/13 18:18:15] ppdet.engine INFO: Epoch: [203] [440/610] learning_rate: 0.056165 loss_vfl: 0.836405 loss_bbox: 0.373690 loss_dfl: 0.378817 loss: 1.583266 eta: 15:57:45 batch_cost: 0.8634 data_cost: 0.0004 ips: 55.5946 images/s [03/13 18:18:38] ppdet.engine INFO: Epoch: [203] [460/610] learning_rate: 0.056130 loss_vfl: 0.818349 loss_bbox: 0.354069 loss_dfl: 0.372343 loss: 1.539221 eta: 15:57:26 batch_cost: 0.9788 data_cost: 0.0004 ips: 49.0421 images/s [03/13 18:19:00] ppdet.engine INFO: Epoch: [203] [480/610] learning_rate: 0.056095 loss_vfl: 0.838553 loss_bbox: 0.387231 loss_dfl: 0.391728 loss: 1.620488 eta: 15:57:06 batch_cost: 0.9684 data_cost: 0.0004 ips: 49.5667 images/s [03/13 18:19:22] ppdet.engine INFO: Epoch: [203] [500/610] learning_rate: 0.056060 loss_vfl: 0.875065 loss_bbox: 0.390760 loss_dfl: 0.384426 loss: 1.631773 eta: 15:56:46 batch_cost: 0.9443 data_cost: 0.0006 ips: 50.8299 images/s [03/13 18:19:44] ppdet.engine INFO: Epoch: [203] [520/610] learning_rate: 0.056025 loss_vfl: 0.842753 loss_bbox: 0.371818 loss_dfl: 0.396953 loss: 1.636606 eta: 15:56:27 batch_cost: 1.0054 data_cost: 0.0010 ips: 47.7410 images/s [03/13 18:20:06] ppdet.engine INFO: Epoch: [203] [540/610] learning_rate: 0.055990 loss_vfl: 0.868360 loss_bbox: 0.372000 loss_dfl: 0.389481 loss: 1.618185 eta: 15:56:07 batch_cost: 0.9447 data_cost: 0.0010 ips: 50.8115 images/s [03/13 18:20:27] ppdet.engine INFO: Epoch: [203] [560/610] learning_rate: 0.055955 loss_vfl: 0.809315 loss_bbox: 0.356437 loss_dfl: 0.379087 loss: 1.547937 eta: 15:55:47 batch_cost: 0.9739 data_cost: 0.0005 ips: 49.2864 images/s [03/13 18:20:49] ppdet.engine INFO: Epoch: [203] [580/610] learning_rate: 0.055920 loss_vfl: 0.824649 loss_bbox: 0.364405 loss_dfl: 0.379286 loss: 1.561575 eta: 15:55:28 batch_cost: 0.9881 data_cost: 0.0004 ips: 48.5786 images/s [03/13 18:21:10] ppdet.engine INFO: Epoch: [203] [600/610] learning_rate: 0.055886 loss_vfl: 0.846990 loss_bbox: 0.380211 loss_dfl: 0.386919 loss: 1.620921 eta: 15:55:08 batch_cost: 0.9446 data_cost: 0.0005 ips: 50.8160 images/s [03/13 18:21:29] ppdet.engine INFO: Epoch: [204] [ 0/610] learning_rate: 0.055868 loss_vfl: 0.873239 loss_bbox: 0.391374 loss_dfl: 0.406747 loss: 1.689393 eta: 15:55:00 batch_cost: 1.2005 data_cost: 0.4239 ips: 39.9846 images/s [03/13 18:21:55] ppdet.engine INFO: Epoch: [204] [ 20/610] learning_rate: 0.055833 loss_vfl: 0.835584 loss_bbox: 0.365887 loss_dfl: 0.371506 loss: 1.568001 eta: 15:54:42 batch_cost: 1.1138 data_cost: 0.0004 ips: 43.0960 images/s [03/13 18:22:17] ppdet.engine INFO: Epoch: [204] [ 40/610] learning_rate: 0.055798 loss_vfl: 0.881416 loss_bbox: 0.390680 loss_dfl: 0.389914 loss: 1.670849 eta: 15:54:22 batch_cost: 0.9070 data_cost: 0.0004 ips: 52.9241 images/s [03/13 18:22:39] ppdet.engine INFO: Epoch: [204] [ 60/610] learning_rate: 0.055764 loss_vfl: 0.876369 loss_bbox: 0.374992 loss_dfl: 0.388059 loss: 1.630342 eta: 15:54:02 batch_cost: 0.9481 data_cost: 0.0004 ips: 50.6302 images/s [03/13 18:23:01] ppdet.engine INFO: Epoch: [204] [ 80/610] learning_rate: 0.055729 loss_vfl: 0.817646 loss_bbox: 0.377703 loss_dfl: 0.382123 loss: 1.571297 eta: 15:53:42 batch_cost: 0.9420 data_cost: 0.0004 ips: 50.9579 images/s [03/13 18:23:23] ppdet.engine INFO: Epoch: [204] [100/610] learning_rate: 0.055694 loss_vfl: 0.844993 loss_bbox: 0.375277 loss_dfl: 0.382868 loss: 1.600825 eta: 15:53:23 batch_cost: 1.0040 data_cost: 0.0004 ips: 47.8096 images/s [03/13 18:23:43] ppdet.engine INFO: Epoch: [204] [120/610] learning_rate: 0.055659 loss_vfl: 0.828027 loss_bbox: 0.358782 loss_dfl: 0.376724 loss: 1.547555 eta: 15:53:03 batch_cost: 0.9623 data_cost: 0.0004 ips: 49.8824 images/s [03/13 18:24:07] ppdet.engine INFO: Epoch: [204] [140/610] learning_rate: 0.055624 loss_vfl: 0.820341 loss_bbox: 0.356637 loss_dfl: 0.365847 loss: 1.530729 eta: 15:52:44 batch_cost: 1.0636 data_cost: 0.0008 ips: 45.1297 images/s [03/13 18:24:28] ppdet.engine INFO: Epoch: [204] [160/610] learning_rate: 0.055589 loss_vfl: 0.818318 loss_bbox: 0.361178 loss_dfl: 0.377948 loss: 1.538703 eta: 15:52:24 batch_cost: 0.9228 data_cost: 0.0004 ips: 52.0173 images/s [03/13 18:24:51] ppdet.engine INFO: Epoch: [204] [180/610] learning_rate: 0.055555 loss_vfl: 0.825124 loss_bbox: 0.349456 loss_dfl: 0.367774 loss: 1.549962 eta: 15:52:05 batch_cost: 0.9839 data_cost: 0.0004 ips: 48.7872 images/s [03/13 18:25:12] ppdet.engine INFO: Epoch: [204] [200/610] learning_rate: 0.055520 loss_vfl: 0.849121 loss_bbox: 0.389159 loss_dfl: 0.390414 loss: 1.614588 eta: 15:51:45 batch_cost: 0.9469 data_cost: 0.0004 ips: 50.6903 images/s [03/13 18:25:34] ppdet.engine INFO: Epoch: [204] [220/610] learning_rate: 0.055485 loss_vfl: 0.816749 loss_bbox: 0.366381 loss_dfl: 0.384127 loss: 1.566571 eta: 15:51:25 batch_cost: 0.9928 data_cost: 0.0004 ips: 48.3481 images/s [03/13 18:25:55] ppdet.engine INFO: Epoch: [204] [240/610] learning_rate: 0.055450 loss_vfl: 0.829534 loss_bbox: 0.364091 loss_dfl: 0.392921 loss: 1.576723 eta: 15:51:05 batch_cost: 0.9278 data_cost: 0.0004 ips: 51.7326 images/s [03/13 18:26:17] ppdet.engine INFO: Epoch: [204] [260/610] learning_rate: 0.055415 loss_vfl: 0.871688 loss_bbox: 0.390001 loss_dfl: 0.396822 loss: 1.655586 eta: 15:50:46 batch_cost: 0.9744 data_cost: 0.0004 ips: 49.2605 images/s [03/13 18:26:38] ppdet.engine INFO: Epoch: [204] [280/610] learning_rate: 0.055381 loss_vfl: 0.848955 loss_bbox: 0.377256 loss_dfl: 0.382578 loss: 1.598413 eta: 15:50:26 batch_cost: 0.9375 data_cost: 0.0004 ips: 51.2017 images/s [03/13 18:27:00] ppdet.engine INFO: Epoch: [204] [300/610] learning_rate: 0.055346 loss_vfl: 0.846310 loss_bbox: 0.351122 loss_dfl: 0.378186 loss: 1.594689 eta: 15:50:06 batch_cost: 0.9310 data_cost: 0.0004 ips: 51.5591 images/s [03/13 18:27:21] ppdet.engine INFO: Epoch: [204] [320/610] learning_rate: 0.055311 loss_vfl: 0.828724 loss_bbox: 0.391524 loss_dfl: 0.383476 loss: 1.568837 eta: 15:49:46 batch_cost: 0.9449 data_cost: 0.0004 ips: 50.7985 images/s [03/13 18:27:42] ppdet.engine INFO: Epoch: [204] [340/610] learning_rate: 0.055276 loss_vfl: 0.873553 loss_bbox: 0.393474 loss_dfl: 0.400118 loss: 1.675544 eta: 15:49:26 batch_cost: 0.9775 data_cost: 0.0004 ips: 49.1031 images/s [03/13 18:28:03] ppdet.engine INFO: Epoch: [204] [360/610] learning_rate: 0.055242 loss_vfl: 0.845475 loss_bbox: 0.405305 loss_dfl: 0.415052 loss: 1.681137 eta: 15:49:06 batch_cost: 0.9174 data_cost: 0.0004 ips: 52.3221 images/s [03/13 18:28:24] ppdet.engine INFO: Epoch: [204] [380/610] learning_rate: 0.055207 loss_vfl: 0.843742 loss_bbox: 0.378804 loss_dfl: 0.387506 loss: 1.594009 eta: 15:48:46 batch_cost: 0.8818 data_cost: 0.0004 ips: 54.4318 images/s [03/13 18:28:45] ppdet.engine INFO: Epoch: [204] [400/610] learning_rate: 0.055172 loss_vfl: 0.928876 loss_bbox: 0.412994 loss_dfl: 0.422462 loss: 1.740685 eta: 15:48:25 batch_cost: 0.9075 data_cost: 0.0010 ips: 52.8913 images/s [03/13 18:29:07] ppdet.engine INFO: Epoch: [204] [420/610] learning_rate: 0.055137 loss_vfl: 0.865668 loss_bbox: 0.390278 loss_dfl: 0.401959 loss: 1.648188 eta: 15:48:06 batch_cost: 1.0439 data_cost: 0.0004 ips: 45.9809 images/s [03/13 18:29:30] ppdet.engine INFO: Epoch: [204] [440/610] learning_rate: 0.055103 loss_vfl: 0.883702 loss_bbox: 0.396202 loss_dfl: 0.405513 loss: 1.672784 eta: 15:47:47 batch_cost: 1.0108 data_cost: 0.0004 ips: 47.4848 images/s [03/13 18:29:52] ppdet.engine INFO: Epoch: [204] [460/610] learning_rate: 0.055068 loss_vfl: 0.887245 loss_bbox: 0.380385 loss_dfl: 0.402827 loss: 1.677733 eta: 15:47:28 batch_cost: 0.9852 data_cost: 0.0004 ips: 48.7224 images/s [03/13 18:30:15] ppdet.engine INFO: Epoch: [204] [480/610] learning_rate: 0.055033 loss_vfl: 0.864243 loss_bbox: 0.373579 loss_dfl: 0.384558 loss: 1.603099 eta: 15:47:08 batch_cost: 1.0074 data_cost: 0.0004 ips: 47.6470 images/s [03/13 18:30:36] ppdet.engine INFO: Epoch: [204] [500/610] learning_rate: 0.054998 loss_vfl: 0.833326 loss_bbox: 0.373543 loss_dfl: 0.390499 loss: 1.593870 eta: 15:46:49 batch_cost: 0.9504 data_cost: 0.0004 ips: 50.5029 images/s [03/13 18:30:59] ppdet.engine INFO: Epoch: [204] [520/610] learning_rate: 0.054964 loss_vfl: 0.870993 loss_bbox: 0.380896 loss_dfl: 0.385635 loss: 1.634828 eta: 15:46:29 batch_cost: 0.9944 data_cost: 0.0004 ips: 48.2691 images/s [03/13 18:31:20] ppdet.engine INFO: Epoch: [204] [540/610] learning_rate: 0.054929 loss_vfl: 0.825778 loss_bbox: 0.357458 loss_dfl: 0.373747 loss: 1.563406 eta: 15:46:09 batch_cost: 0.9215 data_cost: 0.0004 ips: 52.0898 images/s [03/13 18:31:41] ppdet.engine INFO: Epoch: [204] [560/610] learning_rate: 0.054894 loss_vfl: 0.829926 loss_bbox: 0.362497 loss_dfl: 0.372322 loss: 1.582396 eta: 15:45:49 batch_cost: 0.9164 data_cost: 0.0004 ips: 52.3804 images/s [03/13 18:32:01] ppdet.engine INFO: Epoch: [204] [580/610] learning_rate: 0.054860 loss_vfl: 0.847319 loss_bbox: 0.374872 loss_dfl: 0.386625 loss: 1.628301 eta: 15:45:28 batch_cost: 0.8776 data_cost: 0.0005 ips: 54.6955 images/s [03/13 18:32:22] ppdet.engine INFO: Epoch: [204] [600/610] learning_rate: 0.054825 loss_vfl: 0.890995 loss_bbox: 0.402223 loss_dfl: 0.411850 loss: 1.704448 eta: 15:45:08 batch_cost: 0.9362 data_cost: 0.0004 ips: 51.2687 images/s [03/13 18:32:43] ppdet.engine INFO: Epoch: [205] [ 0/610] learning_rate: 0.054808 loss_vfl: 0.854265 loss_bbox: 0.385847 loss_dfl: 0.398970 loss: 1.642612 eta: 15:45:02 batch_cost: 1.2926 data_cost: 0.5692 ips: 37.1338 images/s [03/13 18:33:12] ppdet.engine INFO: Epoch: [205] [ 20/610] learning_rate: 0.054773 loss_vfl: 0.817682 loss_bbox: 0.360169 loss_dfl: 0.373491 loss: 1.558778 eta: 15:44:45 batch_cost: 1.3012 data_cost: 0.0004 ips: 36.8880 images/s [03/13 18:33:32] ppdet.engine INFO: Epoch: [205] [ 40/610] learning_rate: 0.054739 loss_vfl: 0.859032 loss_bbox: 0.389939 loss_dfl: 0.387471 loss: 1.649672 eta: 15:44:25 batch_cost: 0.9020 data_cost: 0.0004 ips: 53.2165 images/s [03/13 18:33:55] ppdet.engine INFO: Epoch: [205] [ 60/610] learning_rate: 0.054704 loss_vfl: 0.835321 loss_bbox: 0.374097 loss_dfl: 0.389341 loss: 1.584149 eta: 15:44:06 batch_cost: 1.0249 data_cost: 0.0004 ips: 46.8327 images/s [03/13 18:34:17] ppdet.engine INFO: Epoch: [205] [ 80/610] learning_rate: 0.054669 loss_vfl: 0.861426 loss_bbox: 0.389742 loss_dfl: 0.397617 loss: 1.639723 eta: 15:43:46 batch_cost: 0.9784 data_cost: 0.0004 ips: 49.0592 images/s [03/13 18:34:40] ppdet.engine INFO: Epoch: [205] [100/610] learning_rate: 0.054635 loss_vfl: 0.793301 loss_bbox: 0.376787 loss_dfl: 0.364668 loss: 1.532830 eta: 15:43:28 batch_cost: 1.0631 data_cost: 0.0004 ips: 45.1523 images/s [03/13 18:35:02] ppdet.engine INFO: Epoch: [205] [120/610] learning_rate: 0.054600 loss_vfl: 0.843731 loss_bbox: 0.377455 loss_dfl: 0.395227 loss: 1.624151 eta: 15:43:08 batch_cost: 0.9563 data_cost: 0.0004 ips: 50.1923 images/s [03/13 18:35:23] ppdet.engine INFO: Epoch: [205] [140/610] learning_rate: 0.054565 loss_vfl: 0.858260 loss_bbox: 0.377162 loss_dfl: 0.388361 loss: 1.611327 eta: 15:42:48 batch_cost: 0.8961 data_cost: 0.0004 ips: 53.5642 images/s [03/13 18:35:45] ppdet.engine INFO: Epoch: [205] [160/610] learning_rate: 0.054531 loss_vfl: 0.862727 loss_bbox: 0.376874 loss_dfl: 0.394796 loss: 1.647221 eta: 15:42:28 batch_cost: 0.9768 data_cost: 0.0004 ips: 49.1378 images/s [03/13 18:36:07] ppdet.engine INFO: Epoch: [205] [180/610] learning_rate: 0.054496 loss_vfl: 0.906001 loss_bbox: 0.403053 loss_dfl: 0.409017 loss: 1.725546 eta: 15:42:08 batch_cost: 0.9483 data_cost: 0.0004 ips: 50.6144 images/s [03/13 18:36:29] ppdet.engine INFO: Epoch: [205] [200/610] learning_rate: 0.054462 loss_vfl: 0.844769 loss_bbox: 0.369940 loss_dfl: 0.386797 loss: 1.604433 eta: 15:41:49 batch_cost: 1.0354 data_cost: 0.0004 ips: 46.3572 images/s [03/13 18:36:52] ppdet.engine INFO: Epoch: [205] [220/610] learning_rate: 0.054427 loss_vfl: 0.859387 loss_bbox: 0.389728 loss_dfl: 0.396556 loss: 1.612559 eta: 15:41:30 batch_cost: 1.0196 data_cost: 0.0004 ips: 47.0788 images/s [03/13 18:37:15] ppdet.engine INFO: Epoch: [205] [240/610] learning_rate: 0.054393 loss_vfl: 0.934453 loss_bbox: 0.392517 loss_dfl: 0.417043 loss: 1.735005 eta: 15:41:10 batch_cost: 0.9546 data_cost: 0.0004 ips: 50.2818 images/s [03/13 18:37:37] ppdet.engine INFO: Epoch: [205] [260/610] learning_rate: 0.054358 loss_vfl: 0.890023 loss_bbox: 0.391097 loss_dfl: 0.406172 loss: 1.684798 eta: 15:40:51 batch_cost: 1.0458 data_cost: 0.0023 ips: 45.8960 images/s [03/13 18:38:00] ppdet.engine INFO: Epoch: [205] [280/610] learning_rate: 0.054323 loss_vfl: 0.802727 loss_bbox: 0.360317 loss_dfl: 0.364488 loss: 1.501078 eta: 15:40:32 batch_cost: 0.9957 data_cost: 0.0004 ips: 48.2088 images/s [03/13 18:38:21] ppdet.engine INFO: Epoch: [205] [300/610] learning_rate: 0.054289 loss_vfl: 0.806397 loss_bbox: 0.367276 loss_dfl: 0.378523 loss: 1.550807 eta: 15:40:11 batch_cost: 0.8943 data_cost: 0.0004 ips: 53.6729 images/s [03/13 18:38:42] ppdet.engine INFO: Epoch: [205] [320/610] learning_rate: 0.054254 loss_vfl: 0.875629 loss_bbox: 0.390935 loss_dfl: 0.395163 loss: 1.665411 eta: 15:39:52 batch_cost: 0.9679 data_cost: 0.0006 ips: 49.5903 images/s [03/13 18:39:04] ppdet.engine INFO: Epoch: [205] [340/610] learning_rate: 0.054220 loss_vfl: 0.784543 loss_bbox: 0.355326 loss_dfl: 0.369561 loss: 1.479454 eta: 15:39:32 batch_cost: 0.9779 data_cost: 0.0005 ips: 49.0828 images/s [03/13 18:39:25] ppdet.engine INFO: Epoch: [205] [360/610] learning_rate: 0.054185 loss_vfl: 0.943896 loss_bbox: 0.413214 loss_dfl: 0.421304 loss: 1.770315 eta: 15:39:13 batch_cost: 0.9927 data_cost: 0.0004 ips: 48.3519 images/s [03/13 18:39:47] ppdet.engine INFO: Epoch: [205] [380/610] learning_rate: 0.054151 loss_vfl: 0.846569 loss_bbox: 0.357725 loss_dfl: 0.386518 loss: 1.596640 eta: 15:38:53 batch_cost: 0.9337 data_cost: 0.0004 ips: 51.4083 images/s [03/13 18:40:08] ppdet.engine INFO: Epoch: [205] [400/610] learning_rate: 0.054116 loss_vfl: 0.858327 loss_bbox: 0.368702 loss_dfl: 0.395123 loss: 1.620549 eta: 15:38:33 batch_cost: 0.9601 data_cost: 0.0004 ips: 49.9945 images/s [03/13 18:40:30] ppdet.engine INFO: Epoch: [205] [420/610] learning_rate: 0.054082 loss_vfl: 0.862360 loss_bbox: 0.388723 loss_dfl: 0.394171 loss: 1.629804 eta: 15:38:14 batch_cost: 1.0128 data_cost: 0.0004 ips: 47.3950 images/s [03/13 18:40:51] ppdet.engine INFO: Epoch: [205] [440/610] learning_rate: 0.054047 loss_vfl: 0.833181 loss_bbox: 0.365916 loss_dfl: 0.380908 loss: 1.574664 eta: 15:37:54 batch_cost: 0.9743 data_cost: 0.0004 ips: 49.2679 images/s [03/13 18:41:12] ppdet.engine INFO: Epoch: [205] [460/610] learning_rate: 0.054013 loss_vfl: 0.833681 loss_bbox: 0.383117 loss_dfl: 0.390612 loss: 1.601503 eta: 15:37:35 batch_cost: 0.9777 data_cost: 0.0004 ips: 49.0970 images/s [03/13 18:41:33] ppdet.engine INFO: Epoch: [205] [480/610] learning_rate: 0.053978 loss_vfl: 0.860586 loss_bbox: 0.399264 loss_dfl: 0.402179 loss: 1.683630 eta: 15:37:15 batch_cost: 0.9284 data_cost: 0.0004 ips: 51.7021 images/s [03/13 18:41:55] ppdet.engine INFO: Epoch: [205] [500/610] learning_rate: 0.053944 loss_vfl: 0.891845 loss_bbox: 0.405454 loss_dfl: 0.415503 loss: 1.708793 eta: 15:36:55 batch_cost: 0.9513 data_cost: 0.0011 ips: 50.4562 images/s [03/13 18:42:17] ppdet.engine INFO: Epoch: [205] [520/610] learning_rate: 0.053910 loss_vfl: 0.892252 loss_bbox: 0.387163 loss_dfl: 0.408064 loss: 1.709718 eta: 15:36:35 batch_cost: 1.0170 data_cost: 0.0004 ips: 47.1973 images/s [03/13 18:42:38] ppdet.engine INFO: Epoch: [205] [540/610] learning_rate: 0.053875 loss_vfl: 0.851714 loss_bbox: 0.417032 loss_dfl: 0.402436 loss: 1.668067 eta: 15:36:15 batch_cost: 0.9179 data_cost: 0.0004 ips: 52.2917 images/s [03/13 18:43:00] ppdet.engine INFO: Epoch: [205] [560/610] learning_rate: 0.053841 loss_vfl: 0.830231 loss_bbox: 0.366654 loss_dfl: 0.378030 loss: 1.556799 eta: 15:35:56 batch_cost: 0.9882 data_cost: 0.0004 ips: 48.5754 images/s [03/13 18:43:23] ppdet.engine INFO: Epoch: [205] [580/610] learning_rate: 0.053806 loss_vfl: 0.823765 loss_bbox: 0.368173 loss_dfl: 0.386564 loss: 1.602972 eta: 15:35:36 batch_cost: 0.9903 data_cost: 0.0004 ips: 48.4698 images/s [03/13 18:43:44] ppdet.engine INFO: Epoch: [205] [600/610] learning_rate: 0.053772 loss_vfl: 0.878942 loss_bbox: 0.379971 loss_dfl: 0.409541 loss: 1.664675 eta: 15:35:17 batch_cost: 0.9720 data_cost: 0.0009 ips: 49.3806 images/s [03/13 18:44:05] ppdet.engine INFO: Epoch: [206] [ 0/610] learning_rate: 0.053755 loss_vfl: 0.853861 loss_bbox: 0.366782 loss_dfl: 0.387940 loss: 1.610654 eta: 15:35:10 batch_cost: 1.3584 data_cost: 0.5679 ips: 35.3359 images/s [03/13 18:44:31] ppdet.engine INFO: Epoch: [206] [ 20/610] learning_rate: 0.053720 loss_vfl: 0.836474 loss_bbox: 0.386281 loss_dfl: 0.406212 loss: 1.655666 eta: 15:34:52 batch_cost: 1.1947 data_cost: 0.0706 ips: 40.1769 images/s [03/13 18:44:52] ppdet.engine INFO: Epoch: [206] [ 40/610] learning_rate: 0.053686 loss_vfl: 0.799141 loss_bbox: 0.343772 loss_dfl: 0.369760 loss: 1.511075 eta: 15:34:32 batch_cost: 0.9097 data_cost: 0.0004 ips: 52.7675 images/s [03/13 18:45:14] ppdet.engine INFO: Epoch: [206] [ 60/610] learning_rate: 0.053651 loss_vfl: 0.822031 loss_bbox: 0.363910 loss_dfl: 0.365314 loss: 1.531767 eta: 15:34:12 batch_cost: 0.9107 data_cost: 0.0004 ips: 52.7080 images/s [03/13 18:45:36] ppdet.engine INFO: Epoch: [206] [ 80/610] learning_rate: 0.053617 loss_vfl: 0.832603 loss_bbox: 0.364440 loss_dfl: 0.382642 loss: 1.591664 eta: 15:33:52 batch_cost: 0.9622 data_cost: 0.0004 ips: 49.8859 images/s [03/13 18:45:58] ppdet.engine INFO: Epoch: [206] [100/610] learning_rate: 0.053583 loss_vfl: 0.801202 loss_bbox: 0.361488 loss_dfl: 0.371029 loss: 1.534738 eta: 15:33:33 batch_cost: 0.9624 data_cost: 0.0004 ips: 49.8748 images/s [03/13 18:46:19] ppdet.engine INFO: Epoch: [206] [120/610] learning_rate: 0.053548 loss_vfl: 0.849210 loss_bbox: 0.392793 loss_dfl: 0.392842 loss: 1.614857 eta: 15:33:13 batch_cost: 0.9313 data_cost: 0.0004 ips: 51.5382 images/s [03/13 18:46:42] ppdet.engine INFO: Epoch: [206] [140/610] learning_rate: 0.053514 loss_vfl: 0.871804 loss_bbox: 0.385108 loss_dfl: 0.396613 loss: 1.656202 eta: 15:32:53 batch_cost: 0.9819 data_cost: 0.0004 ips: 48.8836 images/s [03/13 18:47:04] ppdet.engine INFO: Epoch: [206] [160/610] learning_rate: 0.053480 loss_vfl: 0.801170 loss_bbox: 0.361114 loss_dfl: 0.376372 loss: 1.534869 eta: 15:32:33 batch_cost: 0.9099 data_cost: 0.0004 ips: 52.7510 images/s [03/13 18:47:26] ppdet.engine INFO: Epoch: [206] [180/610] learning_rate: 0.053445 loss_vfl: 0.866279 loss_bbox: 0.386915 loss_dfl: 0.399484 loss: 1.628254 eta: 15:32:13 batch_cost: 0.9791 data_cost: 0.0004 ips: 49.0240 images/s [03/13 18:47:49] ppdet.engine INFO: Epoch: [206] [200/610] learning_rate: 0.053411 loss_vfl: 0.833842 loss_bbox: 0.384257 loss_dfl: 0.392081 loss: 1.593067 eta: 15:31:53 batch_cost: 0.9476 data_cost: 0.0004 ips: 50.6522 images/s [03/13 18:48:09] ppdet.engine INFO: Epoch: [206] [220/610] learning_rate: 0.053377 loss_vfl: 0.841723 loss_bbox: 0.399590 loss_dfl: 0.398610 loss: 1.643314 eta: 15:31:33 batch_cost: 0.8703 data_cost: 0.0004 ips: 55.1520 images/s [03/13 18:48:30] ppdet.engine INFO: Epoch: [206] [240/610] learning_rate: 0.053342 loss_vfl: 0.929982 loss_bbox: 0.396074 loss_dfl: 0.431037 loss: 1.778313 eta: 15:31:13 batch_cost: 0.9048 data_cost: 0.0008 ips: 53.0529 images/s [03/13 18:48:51] ppdet.engine INFO: Epoch: [206] [260/610] learning_rate: 0.053308 loss_vfl: 0.873204 loss_bbox: 0.382195 loss_dfl: 0.400154 loss: 1.656766 eta: 15:30:53 batch_cost: 0.9636 data_cost: 0.0004 ips: 49.8109 images/s [03/13 18:49:15] ppdet.engine INFO: Epoch: [206] [280/610] learning_rate: 0.053274 loss_vfl: 0.815534 loss_bbox: 0.367871 loss_dfl: 0.383092 loss: 1.561040 eta: 15:30:34 batch_cost: 1.0851 data_cost: 0.0004 ips: 44.2365 images/s [03/13 18:49:36] ppdet.engine INFO: Epoch: [206] [300/610] learning_rate: 0.053239 loss_vfl: 0.870676 loss_bbox: 0.397597 loss_dfl: 0.399482 loss: 1.663356 eta: 15:30:14 batch_cost: 0.9430 data_cost: 0.0019 ips: 50.9007 images/s [03/13 18:49:56] ppdet.engine INFO: Epoch: [206] [320/610] learning_rate: 0.053205 loss_vfl: 0.878135 loss_bbox: 0.379551 loss_dfl: 0.391168 loss: 1.639143 eta: 15:29:55 batch_cost: 0.9378 data_cost: 0.0010 ips: 51.1856 images/s [03/13 18:50:20] ppdet.engine INFO: Epoch: [206] [340/610] learning_rate: 0.053171 loss_vfl: 0.857747 loss_bbox: 0.374078 loss_dfl: 0.382536 loss: 1.607577 eta: 15:29:36 batch_cost: 1.0701 data_cost: 0.0004 ips: 44.8546 images/s [03/13 18:50:43] ppdet.engine INFO: Epoch: [206] [360/610] learning_rate: 0.053137 loss_vfl: 0.807809 loss_bbox: 0.384866 loss_dfl: 0.379243 loss: 1.554104 eta: 15:29:16 batch_cost: 0.9990 data_cost: 0.0004 ips: 48.0501 images/s [03/13 18:51:06] ppdet.engine INFO: Epoch: [206] [380/610] learning_rate: 0.053102 loss_vfl: 0.791494 loss_bbox: 0.343459 loss_dfl: 0.374198 loss: 1.512442 eta: 15:28:57 batch_cost: 0.9583 data_cost: 0.0004 ips: 50.0862 images/s [03/13 18:51:28] ppdet.engine INFO: Epoch: [206] [400/610] learning_rate: 0.053068 loss_vfl: 0.838556 loss_bbox: 0.356276 loss_dfl: 0.390727 loss: 1.575323 eta: 15:28:37 batch_cost: 0.9910 data_cost: 0.0004 ips: 48.4363 images/s [03/13 18:51:49] ppdet.engine INFO: Epoch: [206] [420/610] learning_rate: 0.053034 loss_vfl: 0.841569 loss_bbox: 0.372543 loss_dfl: 0.385435 loss: 1.593040 eta: 15:28:18 batch_cost: 0.9700 data_cost: 0.0004 ips: 49.4847 images/s [03/13 18:52:11] ppdet.engine INFO: Epoch: [206] [440/610] learning_rate: 0.053000 loss_vfl: 0.878215 loss_bbox: 0.387821 loss_dfl: 0.391380 loss: 1.643208 eta: 15:27:58 batch_cost: 1.0199 data_cost: 0.0004 ips: 47.0634 images/s [03/13 18:52:32] ppdet.engine INFO: Epoch: [206] [460/610] learning_rate: 0.052965 loss_vfl: 0.824655 loss_bbox: 0.366749 loss_dfl: 0.385978 loss: 1.573090 eta: 15:27:39 batch_cost: 0.9661 data_cost: 0.0004 ips: 49.6844 images/s [03/13 18:52:53] ppdet.engine INFO: Epoch: [206] [480/610] learning_rate: 0.052931 loss_vfl: 0.800261 loss_bbox: 0.361649 loss_dfl: 0.371553 loss: 1.548817 eta: 15:27:19 batch_cost: 0.9513 data_cost: 0.0004 ips: 50.4587 images/s [03/13 18:53:16] ppdet.engine INFO: Epoch: [206] [500/610] learning_rate: 0.052897 loss_vfl: 0.770845 loss_bbox: 0.329256 loss_dfl: 0.349217 loss: 1.444180 eta: 15:27:00 batch_cost: 1.0203 data_cost: 0.0004 ips: 47.0462 images/s [03/13 18:53:37] ppdet.engine INFO: Epoch: [206] [520/610] learning_rate: 0.052863 loss_vfl: 0.863328 loss_bbox: 0.395417 loss_dfl: 0.410625 loss: 1.677450 eta: 15:26:40 batch_cost: 0.9428 data_cost: 0.0004 ips: 50.9097 images/s [03/13 18:53:58] ppdet.engine INFO: Epoch: [206] [540/610] learning_rate: 0.052828 loss_vfl: 0.849444 loss_bbox: 0.397428 loss_dfl: 0.389944 loss: 1.622793 eta: 15:26:20 batch_cost: 0.9655 data_cost: 0.0004 ips: 49.7167 images/s [03/13 18:54:20] ppdet.engine INFO: Epoch: [206] [560/610] learning_rate: 0.052794 loss_vfl: 0.882160 loss_bbox: 0.377269 loss_dfl: 0.395505 loss: 1.663532 eta: 15:26:00 batch_cost: 0.9634 data_cost: 0.0004 ips: 49.8216 images/s [03/13 18:54:42] ppdet.engine INFO: Epoch: [206] [580/610] learning_rate: 0.052760 loss_vfl: 0.816996 loss_bbox: 0.397538 loss_dfl: 0.382201 loss: 1.587384 eta: 15:25:41 batch_cost: 1.0259 data_cost: 0.0004 ips: 46.7865 images/s [03/13 18:55:03] ppdet.engine INFO: Epoch: [206] [600/610] learning_rate: 0.052726 loss_vfl: 0.843344 loss_bbox: 0.357059 loss_dfl: 0.387666 loss: 1.588796 eta: 15:25:21 batch_cost: 0.9313 data_cost: 0.0005 ips: 51.5424 images/s [03/13 18:55:23] ppdet.engine INFO: Epoch: [207] [ 0/610] learning_rate: 0.052709 loss_vfl: 0.859528 loss_bbox: 0.366936 loss_dfl: 0.380763 loss: 1.604585 eta: 15:25:15 batch_cost: 1.3024 data_cost: 0.4095 ips: 36.8564 images/s [03/13 18:55:50] ppdet.engine INFO: Epoch: [207] [ 20/610] learning_rate: 0.052675 loss_vfl: 0.830624 loss_bbox: 0.371001 loss_dfl: 0.382974 loss: 1.593871 eta: 15:24:57 batch_cost: 1.1982 data_cost: 0.0004 ips: 40.0600 images/s [03/13 18:56:12] ppdet.engine INFO: Epoch: [207] [ 40/610] learning_rate: 0.052640 loss_vfl: 0.884913 loss_bbox: 0.377989 loss_dfl: 0.403032 loss: 1.654160 eta: 15:24:38 batch_cost: 1.0164 data_cost: 0.0004 ips: 47.2278 images/s [03/13 18:56:34] ppdet.engine INFO: Epoch: [207] [ 60/610] learning_rate: 0.052606 loss_vfl: 0.873802 loss_bbox: 0.384182 loss_dfl: 0.397971 loss: 1.637373 eta: 15:24:19 batch_cost: 1.0397 data_cost: 0.0004 ips: 46.1655 images/s [03/13 18:56:55] ppdet.engine INFO: Epoch: [207] [ 80/610] learning_rate: 0.052572 loss_vfl: 0.836351 loss_bbox: 0.363483 loss_dfl: 0.371726 loss: 1.575889 eta: 15:23:59 batch_cost: 0.9290 data_cost: 0.0004 ips: 51.6708 images/s [03/13 18:57:17] ppdet.engine INFO: Epoch: [207] [100/610] learning_rate: 0.052538 loss_vfl: 0.823948 loss_bbox: 0.390357 loss_dfl: 0.390367 loss: 1.604897 eta: 15:23:39 batch_cost: 0.9861 data_cost: 0.0004 ips: 48.6766 images/s [03/13 18:57:38] ppdet.engine INFO: Epoch: [207] [120/610] learning_rate: 0.052504 loss_vfl: 0.857442 loss_bbox: 0.394496 loss_dfl: 0.388524 loss: 1.652337 eta: 15:23:19 batch_cost: 0.9375 data_cost: 0.0004 ips: 51.2016 images/s [03/13 18:58:00] ppdet.engine INFO: Epoch: [207] [140/610] learning_rate: 0.052470 loss_vfl: 0.890641 loss_bbox: 0.393616 loss_dfl: 0.421788 loss: 1.686668 eta: 15:23:00 batch_cost: 1.0217 data_cost: 0.0004 ips: 46.9827 images/s [03/13 18:58:21] ppdet.engine INFO: Epoch: [207] [160/610] learning_rate: 0.052436 loss_vfl: 0.845236 loss_bbox: 0.358170 loss_dfl: 0.371591 loss: 1.572635 eta: 15:22:40 batch_cost: 0.9268 data_cost: 0.0004 ips: 51.7921 images/s [03/13 18:58:42] ppdet.engine INFO: Epoch: [207] [180/610] learning_rate: 0.052402 loss_vfl: 0.851464 loss_bbox: 0.386349 loss_dfl: 0.393335 loss: 1.658115 eta: 15:22:20 batch_cost: 0.9180 data_cost: 0.0004 ips: 52.2896 images/s [03/13 18:59:03] ppdet.engine INFO: Epoch: [207] [200/610] learning_rate: 0.052367 loss_vfl: 0.913716 loss_bbox: 0.415087 loss_dfl: 0.419074 loss: 1.767099 eta: 15:22:00 batch_cost: 0.9131 data_cost: 0.0005 ips: 52.5676 images/s [03/13 18:59:26] ppdet.engine INFO: Epoch: [207] [220/610] learning_rate: 0.052333 loss_vfl: 0.815131 loss_bbox: 0.374585 loss_dfl: 0.388367 loss: 1.573181 eta: 15:21:41 batch_cost: 1.0294 data_cost: 0.0004 ips: 46.6305 images/s [03/13 18:59:48] ppdet.engine INFO: Epoch: [207] [240/610] learning_rate: 0.052299 loss_vfl: 0.910445 loss_bbox: 0.411804 loss_dfl: 0.409599 loss: 1.727730 eta: 15:21:21 batch_cost: 0.9869 data_cost: 0.0004 ips: 48.6356 images/s [03/13 19:00:11] ppdet.engine INFO: Epoch: [207] [260/610] learning_rate: 0.052265 loss_vfl: 0.869540 loss_bbox: 0.384427 loss_dfl: 0.388952 loss: 1.606027 eta: 15:21:02 batch_cost: 0.9748 data_cost: 0.0010 ips: 49.2400 images/s [03/13 19:00:33] ppdet.engine INFO: Epoch: [207] [280/610] learning_rate: 0.052231 loss_vfl: 0.853021 loss_bbox: 0.385194 loss_dfl: 0.398661 loss: 1.646962 eta: 15:20:41 batch_cost: 0.9260 data_cost: 0.0017 ips: 51.8353 images/s [03/13 19:00:55] ppdet.engine INFO: Epoch: [207] [300/610] learning_rate: 0.052197 loss_vfl: 0.862215 loss_bbox: 0.375703 loss_dfl: 0.404721 loss: 1.647056 eta: 15:20:22 batch_cost: 0.9742 data_cost: 0.0004 ips: 49.2715 images/s [03/13 19:01:18] ppdet.engine INFO: Epoch: [207] [320/610] learning_rate: 0.052163 loss_vfl: 0.823264 loss_bbox: 0.384580 loss_dfl: 0.387199 loss: 1.611535 eta: 15:20:03 batch_cost: 1.0235 data_cost: 0.0004 ips: 46.8981 images/s [03/13 19:01:40] ppdet.engine INFO: Epoch: [207] [340/610] learning_rate: 0.052129 loss_vfl: 0.850902 loss_bbox: 0.385413 loss_dfl: 0.386423 loss: 1.635357 eta: 15:19:43 batch_cost: 0.9598 data_cost: 0.0004 ips: 50.0093 images/s [03/13 19:02:02] ppdet.engine INFO: Epoch: [207] [360/610] learning_rate: 0.052095 loss_vfl: 0.866536 loss_bbox: 0.396789 loss_dfl: 0.404682 loss: 1.668503 eta: 15:19:24 batch_cost: 1.0185 data_cost: 0.0010 ips: 47.1285 images/s [03/13 19:02:23] ppdet.engine INFO: Epoch: [207] [380/610] learning_rate: 0.052061 loss_vfl: 0.893688 loss_bbox: 0.401885 loss_dfl: 0.416842 loss: 1.706117 eta: 15:19:04 batch_cost: 0.9376 data_cost: 0.0005 ips: 51.1956 images/s [03/13 19:02:45] ppdet.engine INFO: Epoch: [207] [400/610] learning_rate: 0.052027 loss_vfl: 0.825737 loss_bbox: 0.373088 loss_dfl: 0.375613 loss: 1.610877 eta: 15:18:44 batch_cost: 0.9410 data_cost: 0.0004 ips: 51.0114 images/s [03/13 19:03:06] ppdet.engine INFO: Epoch: [207] [420/610] learning_rate: 0.051993 loss_vfl: 0.829421 loss_bbox: 0.377673 loss_dfl: 0.379869 loss: 1.587372 eta: 15:18:24 batch_cost: 0.9328 data_cost: 0.0004 ips: 51.4600 images/s [03/13 19:03:29] ppdet.engine INFO: Epoch: [207] [440/610] learning_rate: 0.051959 loss_vfl: 0.868486 loss_bbox: 0.396326 loss_dfl: 0.401602 loss: 1.642093 eta: 15:18:05 batch_cost: 1.0416 data_cost: 0.0004 ips: 46.0812 images/s [03/13 19:03:50] ppdet.engine INFO: Epoch: [207] [460/610] learning_rate: 0.051925 loss_vfl: 0.819353 loss_bbox: 0.375795 loss_dfl: 0.376826 loss: 1.581007 eta: 15:17:45 batch_cost: 0.9874 data_cost: 0.0005 ips: 48.6107 images/s [03/13 19:04:12] ppdet.engine INFO: Epoch: [207] [480/610] learning_rate: 0.051891 loss_vfl: 0.815413 loss_bbox: 0.358066 loss_dfl: 0.373629 loss: 1.568588 eta: 15:17:26 batch_cost: 0.9592 data_cost: 0.0006 ips: 50.0435 images/s [03/13 19:04:34] ppdet.engine INFO: Epoch: [207] [500/610] learning_rate: 0.051857 loss_vfl: 0.848385 loss_bbox: 0.381465 loss_dfl: 0.395316 loss: 1.630618 eta: 15:17:06 batch_cost: 1.0028 data_cost: 0.0004 ips: 47.8675 images/s [03/13 19:04:54] ppdet.engine INFO: Epoch: [207] [520/610] learning_rate: 0.051823 loss_vfl: 0.852867 loss_bbox: 0.378148 loss_dfl: 0.390711 loss: 1.614452 eta: 15:16:46 batch_cost: 0.8831 data_cost: 0.0018 ips: 54.3566 images/s [03/13 19:05:16] ppdet.engine INFO: Epoch: [207] [540/610] learning_rate: 0.051789 loss_vfl: 0.853531 loss_bbox: 0.390250 loss_dfl: 0.377905 loss: 1.613180 eta: 15:16:27 batch_cost: 1.0579 data_cost: 0.0004 ips: 45.3745 images/s [03/13 19:05:38] ppdet.engine INFO: Epoch: [207] [560/610] learning_rate: 0.051755 loss_vfl: 0.827517 loss_bbox: 0.352285 loss_dfl: 0.375005 loss: 1.550714 eta: 15:16:06 batch_cost: 0.8381 data_cost: 0.0004 ips: 57.2753 images/s [03/13 19:06:00] ppdet.engine INFO: Epoch: [207] [580/610] learning_rate: 0.051721 loss_vfl: 0.837421 loss_bbox: 0.374392 loss_dfl: 0.388844 loss: 1.604423 eta: 15:15:47 batch_cost: 0.9767 data_cost: 0.0004 ips: 49.1465 images/s [03/13 19:06:20] ppdet.engine INFO: Epoch: [207] [600/610] learning_rate: 0.051687 loss_vfl: 0.808737 loss_bbox: 0.350462 loss_dfl: 0.397408 loss: 1.539112 eta: 15:15:26 batch_cost: 0.9120 data_cost: 0.0006 ips: 52.6315 images/s [03/13 19:06:42] ppdet.engine INFO: Epoch: [208] [ 0/610] learning_rate: 0.051670 loss_vfl: 0.806716 loss_bbox: 0.368337 loss_dfl: 0.388802 loss: 1.595106 eta: 15:15:20 batch_cost: 1.3398 data_cost: 0.6128 ips: 35.8257 images/s [03/13 19:07:07] ppdet.engine INFO: Epoch: [208] [ 20/610] learning_rate: 0.051636 loss_vfl: 0.848511 loss_bbox: 0.377256 loss_dfl: 0.402691 loss: 1.633276 eta: 15:15:01 batch_cost: 1.0713 data_cost: 0.0004 ips: 44.8049 images/s [03/13 19:07:30] ppdet.engine INFO: Epoch: [208] [ 40/610] learning_rate: 0.051603 loss_vfl: 0.799946 loss_bbox: 0.358435 loss_dfl: 0.355580 loss: 1.516105 eta: 15:14:42 batch_cost: 1.0329 data_cost: 0.0004 ips: 46.4713 images/s [03/13 19:07:51] ppdet.engine INFO: Epoch: [208] [ 60/610] learning_rate: 0.051569 loss_vfl: 0.814631 loss_bbox: 0.368236 loss_dfl: 0.389015 loss: 1.555730 eta: 15:14:23 batch_cost: 0.9480 data_cost: 0.0029 ips: 50.6337 images/s [03/13 19:08:12] ppdet.engine INFO: Epoch: [208] [ 80/610] learning_rate: 0.051535 loss_vfl: 0.896730 loss_bbox: 0.413551 loss_dfl: 0.408424 loss: 1.705954 eta: 15:14:03 batch_cost: 0.9843 data_cost: 0.0005 ips: 48.7657 images/s [03/13 19:08:34] ppdet.engine INFO: Epoch: [208] [100/610] learning_rate: 0.051501 loss_vfl: 0.840970 loss_bbox: 0.381037 loss_dfl: 0.389332 loss: 1.604244 eta: 15:13:43 batch_cost: 0.9288 data_cost: 0.0004 ips: 51.6798 images/s [03/13 19:08:56] ppdet.engine INFO: Epoch: [208] [120/610] learning_rate: 0.051467 loss_vfl: 0.795905 loss_bbox: 0.349806 loss_dfl: 0.357841 loss: 1.500207 eta: 15:13:23 batch_cost: 0.9207 data_cost: 0.0004 ips: 52.1338 images/s [03/13 19:09:17] ppdet.engine INFO: Epoch: [208] [140/610] learning_rate: 0.051433 loss_vfl: 0.843001 loss_bbox: 0.372166 loss_dfl: 0.383206 loss: 1.597321 eta: 15:13:03 batch_cost: 0.9630 data_cost: 0.0004 ips: 49.8441 images/s [03/13 19:09:39] ppdet.engine INFO: Epoch: [208] [160/610] learning_rate: 0.051399 loss_vfl: 0.857602 loss_bbox: 0.360576 loss_dfl: 0.377209 loss: 1.597930 eta: 15:12:44 batch_cost: 1.0021 data_cost: 0.0004 ips: 47.8971 images/s [03/13 19:10:01] ppdet.engine INFO: Epoch: [208] [180/610] learning_rate: 0.051365 loss_vfl: 0.802307 loss_bbox: 0.349302 loss_dfl: 0.361235 loss: 1.482131 eta: 15:12:24 batch_cost: 0.9768 data_cost: 0.0004 ips: 49.1385 images/s [03/13 19:10:23] ppdet.engine INFO: Epoch: [208] [200/610] learning_rate: 0.051331 loss_vfl: 0.870999 loss_bbox: 0.399246 loss_dfl: 0.400013 loss: 1.671750 eta: 15:12:05 batch_cost: 1.0191 data_cost: 0.0004 ips: 47.0981 images/s [03/13 19:10:44] ppdet.engine INFO: Epoch: [208] [220/610] learning_rate: 0.051298 loss_vfl: 0.895981 loss_bbox: 0.405631 loss_dfl: 0.415003 loss: 1.688753 eta: 15:11:45 batch_cost: 0.9094 data_cost: 0.0004 ips: 52.7811 images/s [03/13 19:11:05] ppdet.engine INFO: Epoch: [208] [240/610] learning_rate: 0.051264 loss_vfl: 0.827418 loss_bbox: 0.381031 loss_dfl: 0.390159 loss: 1.597052 eta: 15:11:25 batch_cost: 0.9355 data_cost: 0.0004 ips: 51.3071 images/s [03/13 19:11:27] ppdet.engine INFO: Epoch: [208] [260/610] learning_rate: 0.051230 loss_vfl: 0.862098 loss_bbox: 0.380293 loss_dfl: 0.394449 loss: 1.638532 eta: 15:11:05 batch_cost: 0.9234 data_cost: 0.0004 ips: 51.9845 images/s [03/13 19:11:49] ppdet.engine INFO: Epoch: [208] [280/610] learning_rate: 0.051196 loss_vfl: 0.847895 loss_bbox: 0.395543 loss_dfl: 0.406526 loss: 1.656126 eta: 15:10:45 batch_cost: 0.9576 data_cost: 0.0004 ips: 50.1260 images/s [03/13 19:12:12] ppdet.engine INFO: Epoch: [208] [300/610] learning_rate: 0.051162 loss_vfl: 0.858211 loss_bbox: 0.403042 loss_dfl: 0.405946 loss: 1.688463 eta: 15:10:26 batch_cost: 1.0200 data_cost: 0.0004 ips: 47.0607 images/s [03/13 19:12:34] ppdet.engine INFO: Epoch: [208] [320/610] learning_rate: 0.051129 loss_vfl: 0.810925 loss_bbox: 0.347833 loss_dfl: 0.370650 loss: 1.551746 eta: 15:10:07 batch_cost: 1.0020 data_cost: 0.0004 ips: 47.9030 images/s [03/13 19:12:56] ppdet.engine INFO: Epoch: [208] [340/610] learning_rate: 0.051095 loss_vfl: 0.822752 loss_bbox: 0.379950 loss_dfl: 0.382203 loss: 1.563661 eta: 15:09:46 batch_cost: 0.9266 data_cost: 0.0004 ips: 51.8033 images/s [03/13 19:13:18] ppdet.engine INFO: Epoch: [208] [360/610] learning_rate: 0.051061 loss_vfl: 0.809960 loss_bbox: 0.334459 loss_dfl: 0.365595 loss: 1.527431 eta: 15:09:27 batch_cost: 1.0372 data_cost: 0.0004 ips: 46.2770 images/s [03/13 19:13:40] ppdet.engine INFO: Epoch: [208] [380/610] learning_rate: 0.051027 loss_vfl: 0.878113 loss_bbox: 0.369522 loss_dfl: 0.398494 loss: 1.673508 eta: 15:09:07 batch_cost: 0.9040 data_cost: 0.0004 ips: 53.0962 images/s [03/13 19:14:02] ppdet.engine INFO: Epoch: [208] [400/610] learning_rate: 0.050993 loss_vfl: 0.799830 loss_bbox: 0.372665 loss_dfl: 0.377932 loss: 1.544588 eta: 15:08:48 batch_cost: 1.0089 data_cost: 0.0004 ips: 47.5783 images/s [03/13 19:14:23] ppdet.engine INFO: Epoch: [208] [420/610] learning_rate: 0.050960 loss_vfl: 0.806489 loss_bbox: 0.359219 loss_dfl: 0.369554 loss: 1.534328 eta: 15:08:28 batch_cost: 0.9506 data_cost: 0.0004 ips: 50.4949 images/s [03/13 19:14:45] ppdet.engine INFO: Epoch: [208] [440/610] learning_rate: 0.050926 loss_vfl: 0.822794 loss_bbox: 0.362041 loss_dfl: 0.379055 loss: 1.567786 eta: 15:08:08 batch_cost: 0.9670 data_cost: 0.0004 ips: 49.6392 images/s [03/13 19:15:07] ppdet.engine INFO: Epoch: [208] [460/610] learning_rate: 0.050892 loss_vfl: 0.850515 loss_bbox: 0.363433 loss_dfl: 0.382446 loss: 1.613554 eta: 15:07:48 batch_cost: 0.9008 data_cost: 0.0004 ips: 53.2858 images/s [03/13 19:15:30] ppdet.engine INFO: Epoch: [208] [480/610] learning_rate: 0.050858 loss_vfl: 0.909079 loss_bbox: 0.399463 loss_dfl: 0.412410 loss: 1.714437 eta: 15:07:28 batch_cost: 0.9607 data_cost: 0.0004 ips: 49.9628 images/s [03/13 19:15:51] ppdet.engine INFO: Epoch: [208] [500/610] learning_rate: 0.050825 loss_vfl: 0.847445 loss_bbox: 0.376449 loss_dfl: 0.391227 loss: 1.632634 eta: 15:07:09 batch_cost: 0.9744 data_cost: 0.0069 ips: 49.2636 images/s [03/13 19:16:12] ppdet.engine INFO: Epoch: [208] [520/610] learning_rate: 0.050791 loss_vfl: 0.913604 loss_bbox: 0.409585 loss_dfl: 0.426108 loss: 1.754436 eta: 15:06:48 batch_cost: 0.8476 data_cost: 0.0018 ips: 56.6288 images/s [03/13 19:16:34] ppdet.engine INFO: Epoch: [208] [540/610] learning_rate: 0.050757 loss_vfl: 0.838568 loss_bbox: 0.362068 loss_dfl: 0.383970 loss: 1.568927 eta: 15:06:29 batch_cost: 0.9775 data_cost: 0.0004 ips: 49.1068 images/s [03/13 19:16:55] ppdet.engine INFO: Epoch: [208] [560/610] learning_rate: 0.050724 loss_vfl: 0.870827 loss_bbox: 0.403325 loss_dfl: 0.406066 loss: 1.697796 eta: 15:06:09 batch_cost: 0.9550 data_cost: 0.0004 ips: 50.2640 images/s [03/13 19:17:17] ppdet.engine INFO: Epoch: [208] [580/610] learning_rate: 0.050690 loss_vfl: 0.845516 loss_bbox: 0.377910 loss_dfl: 0.395934 loss: 1.611504 eta: 15:05:49 batch_cost: 0.9201 data_cost: 0.0004 ips: 52.1663 images/s [03/13 19:17:37] ppdet.engine INFO: Epoch: [208] [600/610] learning_rate: 0.050656 loss_vfl: 0.876511 loss_bbox: 0.381895 loss_dfl: 0.402436 loss: 1.654585 eta: 15:05:28 batch_cost: 0.8305 data_cost: 0.0005 ips: 57.7961 images/s [03/13 19:17:57] ppdet.engine INFO: Epoch: [209] [ 0/610] learning_rate: 0.050639 loss_vfl: 0.848295 loss_bbox: 0.369243 loss_dfl: 0.382661 loss: 1.619861 eta: 15:05:21 batch_cost: 1.1911 data_cost: 0.5326 ips: 40.2991 images/s [03/13 19:18:22] ppdet.engine INFO: Epoch: [209] [ 20/610] learning_rate: 0.050606 loss_vfl: 0.866252 loss_bbox: 0.379719 loss_dfl: 0.395551 loss: 1.638353 eta: 15:05:02 batch_cost: 1.0939 data_cost: 0.0005 ips: 43.8789 images/s [03/13 19:18:44] ppdet.engine INFO: Epoch: [209] [ 40/610] learning_rate: 0.050572 loss_vfl: 0.780306 loss_bbox: 0.338611 loss_dfl: 0.356239 loss: 1.455238 eta: 15:04:43 batch_cost: 1.0359 data_cost: 0.0004 ips: 46.3359 images/s [03/13 19:19:07] ppdet.engine INFO: Epoch: [209] [ 60/610] learning_rate: 0.050538 loss_vfl: 0.845538 loss_bbox: 0.369264 loss_dfl: 0.376999 loss: 1.603600 eta: 15:04:23 batch_cost: 0.9290 data_cost: 0.0004 ips: 51.6703 images/s [03/13 19:19:29] ppdet.engine INFO: Epoch: [209] [ 80/610] learning_rate: 0.050505 loss_vfl: 0.875027 loss_bbox: 0.366598 loss_dfl: 0.390993 loss: 1.644059 eta: 15:04:04 batch_cost: 1.0336 data_cost: 0.0004 ips: 46.4414 images/s [03/13 19:19:51] ppdet.engine INFO: Epoch: [209] [100/610] learning_rate: 0.050471 loss_vfl: 0.825889 loss_bbox: 0.376204 loss_dfl: 0.387834 loss: 1.589981 eta: 15:03:44 batch_cost: 0.9291 data_cost: 0.0004 ips: 51.6636 images/s [03/13 19:20:13] ppdet.engine INFO: Epoch: [209] [120/610] learning_rate: 0.050437 loss_vfl: 0.894522 loss_bbox: 0.381107 loss_dfl: 0.404018 loss: 1.698582 eta: 15:03:24 batch_cost: 0.9652 data_cost: 0.0004 ips: 49.7299 images/s [03/13 19:20:34] ppdet.engine INFO: Epoch: [209] [140/610] learning_rate: 0.050404 loss_vfl: 0.822151 loss_bbox: 0.389900 loss_dfl: 0.380785 loss: 1.586547 eta: 15:03:05 batch_cost: 0.9736 data_cost: 0.0008 ips: 49.3035 images/s [03/13 19:20:56] ppdet.engine INFO: Epoch: [209] [160/610] learning_rate: 0.050370 loss_vfl: 0.858098 loss_bbox: 0.386522 loss_dfl: 0.405088 loss: 1.638273 eta: 15:02:45 batch_cost: 1.0236 data_cost: 0.0044 ips: 46.8912 images/s [03/13 19:21:19] ppdet.engine INFO: Epoch: [209] [180/610] learning_rate: 0.050337 loss_vfl: 0.855097 loss_bbox: 0.399795 loss_dfl: 0.402506 loss: 1.667954 eta: 15:02:26 batch_cost: 0.9889 data_cost: 0.0004 ips: 48.5396 images/s [03/13 19:21:40] ppdet.engine INFO: Epoch: [209] [200/610] learning_rate: 0.050303 loss_vfl: 0.870107 loss_bbox: 0.398426 loss_dfl: 0.406275 loss: 1.661728 eta: 15:02:06 batch_cost: 0.9522 data_cost: 0.0010 ips: 50.4072 images/s [03/13 19:22:03] ppdet.engine INFO: Epoch: [209] [220/610] learning_rate: 0.050269 loss_vfl: 0.861566 loss_bbox: 0.365347 loss_dfl: 0.381803 loss: 1.568834 eta: 15:01:47 batch_cost: 1.0171 data_cost: 0.0004 ips: 47.1944 images/s [03/13 19:22:24] ppdet.engine INFO: Epoch: [209] [240/610] learning_rate: 0.050236 loss_vfl: 0.820623 loss_bbox: 0.364887 loss_dfl: 0.379195 loss: 1.557191 eta: 15:01:27 batch_cost: 0.9335 data_cost: 0.0004 ips: 51.4213 images/s [03/13 19:22:46] ppdet.engine INFO: Epoch: [209] [260/610] learning_rate: 0.050202 loss_vfl: 0.940006 loss_bbox: 0.404810 loss_dfl: 0.437964 loss: 1.780178 eta: 15:01:07 batch_cost: 0.9597 data_cost: 0.0004 ips: 50.0134 images/s [03/13 19:23:09] ppdet.engine INFO: Epoch: [209] [280/610] learning_rate: 0.050169 loss_vfl: 0.845459 loss_bbox: 0.376627 loss_dfl: 0.400918 loss: 1.609943 eta: 15:00:48 batch_cost: 1.0390 data_cost: 0.0004 ips: 46.1993 images/s [03/13 19:23:32] ppdet.engine INFO: Epoch: [209] [300/610] learning_rate: 0.050135 loss_vfl: 0.845208 loss_bbox: 0.373253 loss_dfl: 0.389490 loss: 1.614830 eta: 15:00:29 batch_cost: 0.9879 data_cost: 0.0004 ips: 48.5886 images/s [03/13 19:23:53] ppdet.engine INFO: Epoch: [209] [320/610] learning_rate: 0.050102 loss_vfl: 0.812823 loss_bbox: 0.376262 loss_dfl: 0.379168 loss: 1.577360 eta: 15:00:09 batch_cost: 0.9995 data_cost: 0.0010 ips: 48.0229 images/s [03/13 19:24:14] ppdet.engine INFO: Epoch: [209] [340/610] learning_rate: 0.050068 loss_vfl: 0.817979 loss_bbox: 0.349508 loss_dfl: 0.366853 loss: 1.530687 eta: 14:59:50 batch_cost: 0.9760 data_cost: 0.0004 ips: 49.1805 images/s [03/13 19:24:36] ppdet.engine INFO: Epoch: [209] [360/610] learning_rate: 0.050035 loss_vfl: 0.859710 loss_bbox: 0.375776 loss_dfl: 0.386151 loss: 1.611036 eta: 14:59:30 batch_cost: 1.0038 data_cost: 0.0005 ips: 47.8174 images/s [03/13 19:24:57] ppdet.engine INFO: Epoch: [209] [380/610] learning_rate: 0.050001 loss_vfl: 0.873400 loss_bbox: 0.384158 loss_dfl: 0.402224 loss: 1.664929 eta: 14:59:10 batch_cost: 0.9117 data_cost: 0.0004 ips: 52.6495 images/s [03/13 19:25:18] ppdet.engine INFO: Epoch: [209] [400/610] learning_rate: 0.049968 loss_vfl: 0.831881 loss_bbox: 0.382647 loss_dfl: 0.374106 loss: 1.586171 eta: 14:58:50 batch_cost: 0.8987 data_cost: 0.0009 ips: 53.4108 images/s [03/13 19:25:40] ppdet.engine INFO: Epoch: [209] [420/610] learning_rate: 0.049934 loss_vfl: 0.832941 loss_bbox: 0.351917 loss_dfl: 0.365027 loss: 1.549357 eta: 14:58:31 batch_cost: 1.0318 data_cost: 0.0004 ips: 46.5199 images/s [03/13 19:26:01] ppdet.engine INFO: Epoch: [209] [440/610] learning_rate: 0.049901 loss_vfl: 0.827690 loss_bbox: 0.385722 loss_dfl: 0.383930 loss: 1.583744 eta: 14:58:11 batch_cost: 0.9358 data_cost: 0.0004 ips: 51.2935 images/s [03/13 19:26:23] ppdet.engine INFO: Epoch: [209] [460/610] learning_rate: 0.049867 loss_vfl: 0.856889 loss_bbox: 0.365389 loss_dfl: 0.381858 loss: 1.590071 eta: 14:57:51 batch_cost: 0.9805 data_cost: 0.0116 ips: 48.9550 images/s [03/13 19:26:46] ppdet.engine INFO: Epoch: [209] [480/610] learning_rate: 0.049834 loss_vfl: 0.869974 loss_bbox: 0.383113 loss_dfl: 0.394888 loss: 1.652715 eta: 14:57:32 batch_cost: 1.0140 data_cost: 0.0004 ips: 47.3368 images/s [03/13 19:27:08] ppdet.engine INFO: Epoch: [209] [500/610] learning_rate: 0.049800 loss_vfl: 0.869399 loss_bbox: 0.383028 loss_dfl: 0.388853 loss: 1.644003 eta: 14:57:13 batch_cost: 1.0215 data_cost: 0.0004 ips: 46.9885 images/s [03/13 19:27:29] ppdet.engine INFO: Epoch: [209] [520/610] learning_rate: 0.049767 loss_vfl: 0.826348 loss_bbox: 0.353863 loss_dfl: 0.383791 loss: 1.549776 eta: 14:56:53 batch_cost: 0.9297 data_cost: 0.0004 ips: 51.6308 images/s [03/13 19:27:51] ppdet.engine INFO: Epoch: [209] [540/610] learning_rate: 0.049733 loss_vfl: 0.801637 loss_bbox: 0.357153 loss_dfl: 0.375056 loss: 1.528854 eta: 14:56:33 batch_cost: 0.9204 data_cost: 0.0004 ips: 52.1507 images/s [03/13 19:28:12] ppdet.engine INFO: Epoch: [209] [560/610] learning_rate: 0.049700 loss_vfl: 0.887011 loss_bbox: 0.390392 loss_dfl: 0.408031 loss: 1.704170 eta: 14:56:13 batch_cost: 0.9809 data_cost: 0.0004 ips: 48.9361 images/s [03/13 19:28:34] ppdet.engine INFO: Epoch: [209] [580/610] learning_rate: 0.049666 loss_vfl: 0.811072 loss_bbox: 0.369274 loss_dfl: 0.373481 loss: 1.564744 eta: 14:55:54 batch_cost: 1.0105 data_cost: 0.0004 ips: 47.5023 images/s [03/13 19:28:55] ppdet.engine INFO: Epoch: [209] [600/610] learning_rate: 0.049633 loss_vfl: 0.853038 loss_bbox: 0.378113 loss_dfl: 0.393985 loss: 1.650241 eta: 14:55:34 batch_cost: 0.8955 data_cost: 0.0007 ips: 53.6028 images/s [03/13 19:29:04] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 19:29:04] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 19:29:04] ppdet.engine INFO: Eval iter: 0 [03/13 19:29:27] ppdet.engine INFO: Eval iter: 100 [03/13 19:29:36] ppdet.engine INFO: Eval iter: 200 [03/13 19:29:44] ppdet.engine INFO: Eval iter: 300 [03/13 19:29:53] ppdet.engine INFO: Eval iter: 400 [03/13 19:30:02] ppdet.engine INFO: Eval iter: 500 [03/13 19:30:11] ppdet.engine INFO: Eval iter: 600 [03/13 19:30:25] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.60s) creating index... index created! [03/13 19:30:26] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.51s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=61.67s). Accumulating evaluation results... DONE (t=12.63s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.374 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.534 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.398 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.159 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.405 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.317 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.264 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771 [03/13 19:31:48] ppdet.engine INFO: Total sample number: 4952, averge FPS: 69.88080524210841 [03/13 19:31:48] ppdet.engine INFO: Best test bbox ap is 0.374. [03/13 19:31:48] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 19:31:48] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 19:31:49] ppdet.engine INFO: Epoch: [210] [ 0/610] learning_rate: 0.049616 loss_vfl: 0.856972 loss_bbox: 0.363908 loss_dfl: 0.383145 loss: 1.619071 eta: 14:55:22 batch_cost: 0.6425 data_cost: 0.0007 ips: 74.7091 images/s [03/13 19:32:12] ppdet.engine INFO: Epoch: [210] [ 20/610] learning_rate: 0.049583 loss_vfl: 0.806958 loss_bbox: 0.366617 loss_dfl: 0.359734 loss: 1.530003 eta: 14:55:02 batch_cost: 1.0020 data_cost: 0.0004 ips: 47.9061 images/s [03/13 19:32:34] ppdet.engine INFO: Epoch: [210] [ 40/610] learning_rate: 0.049549 loss_vfl: 0.816055 loss_bbox: 0.373397 loss_dfl: 0.376522 loss: 1.573077 eta: 14:54:42 batch_cost: 0.9657 data_cost: 0.0004 ips: 49.7042 images/s [03/13 19:32:57] ppdet.engine INFO: Epoch: [210] [ 60/610] learning_rate: 0.049516 loss_vfl: 0.860657 loss_bbox: 0.405490 loss_dfl: 0.397249 loss: 1.669991 eta: 14:54:24 batch_cost: 1.0507 data_cost: 0.0004 ips: 45.6851 images/s [03/13 19:33:20] ppdet.engine INFO: Epoch: [210] [ 80/610] learning_rate: 0.049482 loss_vfl: 0.802391 loss_bbox: 0.362239 loss_dfl: 0.377015 loss: 1.546854 eta: 14:54:04 batch_cost: 1.0398 data_cost: 0.0004 ips: 46.1613 images/s [03/13 19:33:42] ppdet.engine INFO: Epoch: [210] [100/610] learning_rate: 0.049449 loss_vfl: 0.826568 loss_bbox: 0.365372 loss_dfl: 0.379786 loss: 1.578768 eta: 14:53:45 batch_cost: 0.9893 data_cost: 0.0004 ips: 48.5197 images/s [03/13 19:34:05] ppdet.engine INFO: Epoch: [210] [120/610] learning_rate: 0.049416 loss_vfl: 0.822623 loss_bbox: 0.358503 loss_dfl: 0.378976 loss: 1.545406 eta: 14:53:26 batch_cost: 1.0389 data_cost: 0.0004 ips: 46.2043 images/s [03/13 19:34:27] ppdet.engine INFO: Epoch: [210] [140/610] learning_rate: 0.049382 loss_vfl: 0.823705 loss_bbox: 0.375344 loss_dfl: 0.393376 loss: 1.597292 eta: 14:53:06 batch_cost: 0.9861 data_cost: 0.0006 ips: 48.6746 images/s [03/13 19:34:48] ppdet.engine INFO: Epoch: [210] [160/610] learning_rate: 0.049349 loss_vfl: 0.827451 loss_bbox: 0.366069 loss_dfl: 0.372546 loss: 1.581204 eta: 14:52:46 batch_cost: 0.8766 data_cost: 0.0008 ips: 54.7576 images/s [03/13 19:35:09] ppdet.engine INFO: Epoch: [210] [180/610] learning_rate: 0.049316 loss_vfl: 0.820217 loss_bbox: 0.369968 loss_dfl: 0.380953 loss: 1.564888 eta: 14:52:26 batch_cost: 0.9827 data_cost: 0.0004 ips: 48.8435 images/s [03/13 19:35:29] ppdet.engine INFO: Epoch: [210] [200/610] learning_rate: 0.049282 loss_vfl: 0.845750 loss_bbox: 0.379655 loss_dfl: 0.398405 loss: 1.607487 eta: 14:52:06 batch_cost: 0.8653 data_cost: 0.0004 ips: 55.4690 images/s [03/13 19:35:52] ppdet.engine INFO: Epoch: [210] [220/610] learning_rate: 0.049249 loss_vfl: 0.790415 loss_bbox: 0.372449 loss_dfl: 0.381446 loss: 1.558004 eta: 14:51:47 batch_cost: 1.0396 data_cost: 0.0004 ips: 46.1736 images/s [03/13 19:36:14] ppdet.engine INFO: Epoch: [210] [240/610] learning_rate: 0.049216 loss_vfl: 0.840026 loss_bbox: 0.372760 loss_dfl: 0.389164 loss: 1.581627 eta: 14:51:27 batch_cost: 0.9925 data_cost: 0.0010 ips: 48.3620 images/s [03/13 19:36:36] ppdet.engine INFO: Epoch: [210] [260/610] learning_rate: 0.049182 loss_vfl: 0.840338 loss_bbox: 0.377349 loss_dfl: 0.391128 loss: 1.609955 eta: 14:51:08 batch_cost: 0.9768 data_cost: 0.0004 ips: 49.1403 images/s [03/13 19:36:58] ppdet.engine INFO: Epoch: [210] [280/610] learning_rate: 0.049149 loss_vfl: 0.853309 loss_bbox: 0.384167 loss_dfl: 0.402885 loss: 1.644444 eta: 14:50:49 batch_cost: 1.0299 data_cost: 0.0004 ips: 46.6050 images/s [03/13 19:37:19] ppdet.engine INFO: Epoch: [210] [300/610] learning_rate: 0.049116 loss_vfl: 0.841809 loss_bbox: 0.376017 loss_dfl: 0.391934 loss: 1.606129 eta: 14:50:29 batch_cost: 0.9392 data_cost: 0.0004 ips: 51.1084 images/s [03/13 19:37:41] ppdet.engine INFO: Epoch: [210] [320/610] learning_rate: 0.049082 loss_vfl: 0.850874 loss_bbox: 0.373214 loss_dfl: 0.380627 loss: 1.616441 eta: 14:50:09 batch_cost: 0.9959 data_cost: 0.0004 ips: 48.1968 images/s [03/13 19:38:03] ppdet.engine INFO: Epoch: [210] [340/610] learning_rate: 0.049049 loss_vfl: 0.879407 loss_bbox: 0.384703 loss_dfl: 0.412585 loss: 1.700328 eta: 14:49:50 batch_cost: 0.9843 data_cost: 0.0009 ips: 48.7658 images/s [03/13 19:38:23] ppdet.engine INFO: Epoch: [210] [360/610] learning_rate: 0.049016 loss_vfl: 0.841835 loss_bbox: 0.379237 loss_dfl: 0.387123 loss: 1.596228 eta: 14:49:29 batch_cost: 0.8587 data_cost: 0.0004 ips: 55.8969 images/s [03/13 19:38:45] ppdet.engine INFO: Epoch: [210] [380/610] learning_rate: 0.048983 loss_vfl: 0.899929 loss_bbox: 0.391266 loss_dfl: 0.409020 loss: 1.703285 eta: 14:49:09 batch_cost: 0.9425 data_cost: 0.0004 ips: 50.9260 images/s [03/13 19:39:07] ppdet.engine INFO: Epoch: [210] [400/610] learning_rate: 0.048949 loss_vfl: 0.803864 loss_bbox: 0.371800 loss_dfl: 0.379766 loss: 1.576377 eta: 14:48:50 batch_cost: 0.9917 data_cost: 0.0004 ips: 48.4010 images/s [03/13 19:39:29] ppdet.engine INFO: Epoch: [210] [420/610] learning_rate: 0.048916 loss_vfl: 0.827999 loss_bbox: 0.364784 loss_dfl: 0.381099 loss: 1.547283 eta: 14:48:30 batch_cost: 0.9178 data_cost: 0.0005 ips: 52.2989 images/s [03/13 19:39:50] ppdet.engine INFO: Epoch: [210] [440/610] learning_rate: 0.048883 loss_vfl: 0.879094 loss_bbox: 0.382842 loss_dfl: 0.398845 loss: 1.684492 eta: 14:48:10 batch_cost: 0.9105 data_cost: 0.0004 ips: 52.7182 images/s [03/13 19:40:12] ppdet.engine INFO: Epoch: [210] [460/610] learning_rate: 0.048850 loss_vfl: 0.833920 loss_bbox: 0.359017 loss_dfl: 0.387105 loss: 1.579453 eta: 14:47:50 batch_cost: 0.9822 data_cost: 0.0005 ips: 48.8679 images/s [03/13 19:40:34] ppdet.engine INFO: Epoch: [210] [480/610] learning_rate: 0.048816 loss_vfl: 0.837282 loss_bbox: 0.348363 loss_dfl: 0.374197 loss: 1.553720 eta: 14:47:30 batch_cost: 0.9394 data_cost: 0.0004 ips: 51.0944 images/s [03/13 19:40:56] ppdet.engine INFO: Epoch: [210] [500/610] learning_rate: 0.048783 loss_vfl: 0.793713 loss_bbox: 0.363984 loss_dfl: 0.372747 loss: 1.531171 eta: 14:47:11 batch_cost: 1.0070 data_cost: 0.0004 ips: 47.6681 images/s [03/13 19:41:18] ppdet.engine INFO: Epoch: [210] [520/610] learning_rate: 0.048750 loss_vfl: 0.831051 loss_bbox: 0.373902 loss_dfl: 0.386777 loss: 1.583434 eta: 14:46:52 batch_cost: 0.9995 data_cost: 0.0004 ips: 48.0251 images/s [03/13 19:41:40] ppdet.engine INFO: Epoch: [210] [540/610] learning_rate: 0.048717 loss_vfl: 0.843236 loss_bbox: 0.394597 loss_dfl: 0.398746 loss: 1.647760 eta: 14:46:32 batch_cost: 0.9597 data_cost: 0.0005 ips: 50.0158 images/s [03/13 19:42:01] ppdet.engine INFO: Epoch: [210] [560/610] learning_rate: 0.048683 loss_vfl: 0.866746 loss_bbox: 0.356934 loss_dfl: 0.388992 loss: 1.612841 eta: 14:46:12 batch_cost: 0.9112 data_cost: 0.0013 ips: 52.6796 images/s [03/13 19:42:22] ppdet.engine INFO: Epoch: [210] [580/610] learning_rate: 0.048650 loss_vfl: 0.825140 loss_bbox: 0.374141 loss_dfl: 0.390883 loss: 1.566336 eta: 14:45:52 batch_cost: 0.9361 data_cost: 0.0010 ips: 51.2755 images/s [03/13 19:42:44] ppdet.engine INFO: Epoch: [210] [600/610] learning_rate: 0.048617 loss_vfl: 0.847739 loss_bbox: 0.384081 loss_dfl: 0.390047 loss: 1.624892 eta: 14:45:32 batch_cost: 0.9749 data_cost: 0.0005 ips: 49.2366 images/s [03/13 19:43:07] ppdet.engine INFO: Epoch: [211] [ 0/610] learning_rate: 0.048601 loss_vfl: 0.843994 loss_bbox: 0.381891 loss_dfl: 0.390067 loss: 1.623650 eta: 14:45:26 batch_cost: 1.4020 data_cost: 0.6348 ips: 34.2375 images/s [03/13 19:43:32] ppdet.engine INFO: Epoch: [211] [ 20/610] learning_rate: 0.048567 loss_vfl: 0.819845 loss_bbox: 0.363082 loss_dfl: 0.365345 loss: 1.554391 eta: 14:45:08 batch_cost: 1.1008 data_cost: 0.0004 ips: 43.6056 images/s [03/13 19:43:54] ppdet.engine INFO: Epoch: [211] [ 40/610] learning_rate: 0.048534 loss_vfl: 0.878902 loss_bbox: 0.384520 loss_dfl: 0.407435 loss: 1.692770 eta: 14:44:48 batch_cost: 0.9936 data_cost: 0.0004 ips: 48.3097 images/s [03/13 19:44:16] ppdet.engine INFO: Epoch: [211] [ 60/610] learning_rate: 0.048501 loss_vfl: 0.876303 loss_bbox: 0.374319 loss_dfl: 0.393792 loss: 1.661419 eta: 14:44:29 batch_cost: 0.9908 data_cost: 0.0004 ips: 48.4441 images/s [03/13 19:44:37] ppdet.engine INFO: Epoch: [211] [ 80/610] learning_rate: 0.048468 loss_vfl: 0.824024 loss_bbox: 0.342246 loss_dfl: 0.376947 loss: 1.546691 eta: 14:44:09 batch_cost: 0.9612 data_cost: 0.0004 ips: 49.9399 images/s [03/13 19:44:59] ppdet.engine INFO: Epoch: [211] [100/610] learning_rate: 0.048435 loss_vfl: 0.788980 loss_bbox: 0.356762 loss_dfl: 0.372723 loss: 1.526874 eta: 14:43:49 batch_cost: 0.9778 data_cost: 0.0004 ips: 49.0917 images/s [03/13 19:45:21] ppdet.engine INFO: Epoch: [211] [120/610] learning_rate: 0.048402 loss_vfl: 0.846279 loss_bbox: 0.375270 loss_dfl: 0.393550 loss: 1.638921 eta: 14:43:30 batch_cost: 0.9486 data_cost: 0.0004 ips: 50.5984 images/s [03/13 19:45:42] ppdet.engine INFO: Epoch: [211] [140/610] learning_rate: 0.048369 loss_vfl: 0.902913 loss_bbox: 0.406975 loss_dfl: 0.407285 loss: 1.703495 eta: 14:43:10 batch_cost: 0.9267 data_cost: 0.0004 ips: 51.7991 images/s [03/13 19:46:04] ppdet.engine INFO: Epoch: [211] [160/610] learning_rate: 0.048335 loss_vfl: 0.885000 loss_bbox: 0.388156 loss_dfl: 0.405633 loss: 1.681536 eta: 14:42:50 batch_cost: 0.9709 data_cost: 0.0004 ips: 49.4402 images/s [03/13 19:46:25] ppdet.engine INFO: Epoch: [211] [180/610] learning_rate: 0.048302 loss_vfl: 0.827461 loss_bbox: 0.369395 loss_dfl: 0.392548 loss: 1.586532 eta: 14:42:30 batch_cost: 0.9734 data_cost: 0.0040 ips: 49.3096 images/s [03/13 19:46:49] ppdet.engine INFO: Epoch: [211] [200/610] learning_rate: 0.048269 loss_vfl: 0.825827 loss_bbox: 0.365238 loss_dfl: 0.378743 loss: 1.568846 eta: 14:42:11 batch_cost: 1.0628 data_cost: 0.0004 ips: 45.1638 images/s [03/13 19:47:10] ppdet.engine INFO: Epoch: [211] [220/610] learning_rate: 0.048236 loss_vfl: 0.838798 loss_bbox: 0.380701 loss_dfl: 0.403976 loss: 1.627195 eta: 14:41:52 batch_cost: 0.9407 data_cost: 0.0006 ips: 51.0269 images/s [03/13 19:47:32] ppdet.engine INFO: Epoch: [211] [240/610] learning_rate: 0.048203 loss_vfl: 0.865413 loss_bbox: 0.403222 loss_dfl: 0.410122 loss: 1.661384 eta: 14:41:32 batch_cost: 0.9569 data_cost: 0.0004 ips: 50.1624 images/s [03/13 19:47:54] ppdet.engine INFO: Epoch: [211] [260/610] learning_rate: 0.048170 loss_vfl: 0.839593 loss_bbox: 0.363429 loss_dfl: 0.386135 loss: 1.592340 eta: 14:41:12 batch_cost: 0.9438 data_cost: 0.0004 ips: 50.8599 images/s [03/13 19:48:15] ppdet.engine INFO: Epoch: [211] [280/610] learning_rate: 0.048137 loss_vfl: 0.836800 loss_bbox: 0.370557 loss_dfl: 0.387187 loss: 1.606134 eta: 14:40:52 batch_cost: 0.9261 data_cost: 0.0004 ips: 51.8300 images/s [03/13 19:48:38] ppdet.engine INFO: Epoch: [211] [300/610] learning_rate: 0.048104 loss_vfl: 0.841470 loss_bbox: 0.375177 loss_dfl: 0.387809 loss: 1.632959 eta: 14:40:32 batch_cost: 0.9649 data_cost: 0.0008 ips: 49.7436 images/s [03/13 19:48:59] ppdet.engine INFO: Epoch: [211] [320/610] learning_rate: 0.048071 loss_vfl: 0.821030 loss_bbox: 0.380663 loss_dfl: 0.382228 loss: 1.574338 eta: 14:40:13 batch_cost: 0.9691 data_cost: 0.0004 ips: 49.5314 images/s [03/13 19:49:21] ppdet.engine INFO: Epoch: [211] [340/610] learning_rate: 0.048038 loss_vfl: 0.812568 loss_bbox: 0.365077 loss_dfl: 0.374157 loss: 1.537105 eta: 14:39:53 batch_cost: 0.9401 data_cost: 0.0004 ips: 51.0576 images/s [03/13 19:49:43] ppdet.engine INFO: Epoch: [211] [360/610] learning_rate: 0.048005 loss_vfl: 0.841066 loss_bbox: 0.377639 loss_dfl: 0.385492 loss: 1.593266 eta: 14:39:33 batch_cost: 0.9485 data_cost: 0.0004 ips: 50.6043 images/s [03/13 19:50:04] ppdet.engine INFO: Epoch: [211] [380/610] learning_rate: 0.047972 loss_vfl: 0.859700 loss_bbox: 0.380995 loss_dfl: 0.400718 loss: 1.633406 eta: 14:39:13 batch_cost: 0.9240 data_cost: 0.0005 ips: 51.9457 images/s [03/13 19:50:26] ppdet.engine INFO: Epoch: [211] [400/610] learning_rate: 0.047939 loss_vfl: 0.877488 loss_bbox: 0.386891 loss_dfl: 0.413470 loss: 1.709162 eta: 14:38:54 batch_cost: 1.0464 data_cost: 0.0005 ips: 45.8737 images/s [03/13 19:50:49] ppdet.engine INFO: Epoch: [211] [420/610] learning_rate: 0.047906 loss_vfl: 0.813946 loss_bbox: 0.357155 loss_dfl: 0.370164 loss: 1.523124 eta: 14:38:35 batch_cost: 1.0183 data_cost: 0.0005 ips: 47.1377 images/s [03/13 19:51:10] ppdet.engine INFO: Epoch: [211] [440/610] learning_rate: 0.047873 loss_vfl: 0.816286 loss_bbox: 0.348546 loss_dfl: 0.363393 loss: 1.533185 eta: 14:38:15 batch_cost: 0.9731 data_cost: 0.0004 ips: 49.3250 images/s [03/13 19:51:32] ppdet.engine INFO: Epoch: [211] [460/610] learning_rate: 0.047840 loss_vfl: 0.835277 loss_bbox: 0.374107 loss_dfl: 0.396192 loss: 1.632533 eta: 14:37:55 batch_cost: 0.9711 data_cost: 0.0004 ips: 49.4284 images/s [03/13 19:51:54] ppdet.engine INFO: Epoch: [211] [480/610] learning_rate: 0.047807 loss_vfl: 0.826964 loss_bbox: 0.388147 loss_dfl: 0.399612 loss: 1.631345 eta: 14:37:36 batch_cost: 0.9783 data_cost: 0.0118 ips: 49.0657 images/s [03/13 19:52:16] ppdet.engine INFO: Epoch: [211] [500/610] learning_rate: 0.047774 loss_vfl: 0.867979 loss_bbox: 0.377609 loss_dfl: 0.385865 loss: 1.620170 eta: 14:37:16 batch_cost: 0.9971 data_cost: 0.0008 ips: 48.1394 images/s [03/13 19:52:38] ppdet.engine INFO: Epoch: [211] [520/610] learning_rate: 0.047741 loss_vfl: 0.808042 loss_bbox: 0.357081 loss_dfl: 0.373923 loss: 1.541044 eta: 14:36:56 batch_cost: 0.8819 data_cost: 0.0004 ips: 54.4270 images/s [03/13 19:53:00] ppdet.engine INFO: Epoch: [211] [540/610] learning_rate: 0.047708 loss_vfl: 0.804130 loss_bbox: 0.358517 loss_dfl: 0.367046 loss: 1.537439 eta: 14:36:36 batch_cost: 0.9574 data_cost: 0.0004 ips: 50.1337 images/s [03/13 19:53:21] ppdet.engine INFO: Epoch: [211] [560/610] learning_rate: 0.047675 loss_vfl: 0.799051 loss_bbox: 0.363782 loss_dfl: 0.388739 loss: 1.532988 eta: 14:36:16 batch_cost: 0.9369 data_cost: 0.0004 ips: 51.2308 images/s [03/13 19:53:44] ppdet.engine INFO: Epoch: [211] [580/610] learning_rate: 0.047642 loss_vfl: 0.845308 loss_bbox: 0.365146 loss_dfl: 0.386233 loss: 1.619489 eta: 14:35:57 batch_cost: 1.0390 data_cost: 0.0004 ips: 46.1997 images/s [03/13 19:54:04] ppdet.engine INFO: Epoch: [211] [600/610] learning_rate: 0.047609 loss_vfl: 0.900022 loss_bbox: 0.402308 loss_dfl: 0.411940 loss: 1.694317 eta: 14:35:37 batch_cost: 0.8933 data_cost: 0.0012 ips: 53.7310 images/s [03/13 19:54:24] ppdet.engine INFO: Epoch: [212] [ 0/610] learning_rate: 0.047593 loss_vfl: 0.900022 loss_bbox: 0.401932 loss_dfl: 0.406830 loss: 1.719630 eta: 14:35:30 batch_cost: 1.2766 data_cost: 0.5586 ips: 37.5997 images/s [03/13 19:54:50] ppdet.engine INFO: Epoch: [212] [ 20/610] learning_rate: 0.047560 loss_vfl: 0.819433 loss_bbox: 0.378651 loss_dfl: 0.384756 loss: 1.575876 eta: 14:35:12 batch_cost: 1.1459 data_cost: 0.0010 ips: 41.8889 images/s [03/13 19:55:12] ppdet.engine INFO: Epoch: [212] [ 40/610] learning_rate: 0.047527 loss_vfl: 0.816243 loss_bbox: 0.368661 loss_dfl: 0.371576 loss: 1.557195 eta: 14:34:52 batch_cost: 0.9837 data_cost: 0.0004 ips: 48.7947 images/s [03/13 19:55:33] ppdet.engine INFO: Epoch: [212] [ 60/610] learning_rate: 0.047494 loss_vfl: 0.868828 loss_bbox: 0.395181 loss_dfl: 0.408507 loss: 1.670628 eta: 14:34:32 batch_cost: 0.9320 data_cost: 0.0008 ips: 51.5025 images/s [03/13 19:55:55] ppdet.engine INFO: Epoch: [212] [ 80/610] learning_rate: 0.047461 loss_vfl: 0.862219 loss_bbox: 0.377939 loss_dfl: 0.403551 loss: 1.667588 eta: 14:34:13 batch_cost: 0.9799 data_cost: 0.0004 ips: 48.9841 images/s [03/13 19:56:16] ppdet.engine INFO: Epoch: [212] [100/610] learning_rate: 0.047428 loss_vfl: 0.853047 loss_bbox: 0.379544 loss_dfl: 0.391960 loss: 1.616319 eta: 14:33:53 batch_cost: 0.9006 data_cost: 0.0004 ips: 53.2985 images/s [03/13 19:56:37] ppdet.engine INFO: Epoch: [212] [120/610] learning_rate: 0.047396 loss_vfl: 0.821558 loss_bbox: 0.358669 loss_dfl: 0.386750 loss: 1.564962 eta: 14:33:33 batch_cost: 0.9212 data_cost: 0.0009 ips: 52.1080 images/s [03/13 19:57:00] ppdet.engine INFO: Epoch: [212] [140/610] learning_rate: 0.047363 loss_vfl: 0.828903 loss_bbox: 0.378639 loss_dfl: 0.393678 loss: 1.605232 eta: 14:33:13 batch_cost: 0.9380 data_cost: 0.0004 ips: 51.1713 images/s [03/13 19:57:21] ppdet.engine INFO: Epoch: [212] [160/610] learning_rate: 0.047330 loss_vfl: 0.827380 loss_bbox: 0.379796 loss_dfl: 0.389660 loss: 1.601460 eta: 14:32:52 batch_cost: 0.8995 data_cost: 0.0004 ips: 53.3644 images/s [03/13 19:57:42] ppdet.engine INFO: Epoch: [212] [180/610] learning_rate: 0.047297 loss_vfl: 0.887358 loss_bbox: 0.403608 loss_dfl: 0.412175 loss: 1.704644 eta: 14:32:33 batch_cost: 0.9562 data_cost: 0.0004 ips: 50.1987 images/s [03/13 19:58:05] ppdet.engine INFO: Epoch: [212] [200/610] learning_rate: 0.047264 loss_vfl: 0.784940 loss_bbox: 0.345298 loss_dfl: 0.358222 loss: 1.466812 eta: 14:32:14 batch_cost: 1.0362 data_cost: 0.0004 ips: 46.3210 images/s [03/13 19:58:27] ppdet.engine INFO: Epoch: [212] [220/610] learning_rate: 0.047231 loss_vfl: 0.928347 loss_bbox: 0.389818 loss_dfl: 0.404435 loss: 1.702370 eta: 14:31:54 batch_cost: 1.0152 data_cost: 0.0005 ips: 47.2819 images/s [03/13 19:58:48] ppdet.engine INFO: Epoch: [212] [240/610] learning_rate: 0.047199 loss_vfl: 0.793650 loss_bbox: 0.345277 loss_dfl: 0.368647 loss: 1.522061 eta: 14:31:34 batch_cost: 0.9001 data_cost: 0.0004 ips: 53.3248 images/s [03/13 19:59:10] ppdet.engine INFO: Epoch: [212] [260/610] learning_rate: 0.047166 loss_vfl: 0.865965 loss_bbox: 0.391771 loss_dfl: 0.392861 loss: 1.662740 eta: 14:31:15 batch_cost: 1.0094 data_cost: 0.0004 ips: 47.5522 images/s [03/13 19:59:31] ppdet.engine INFO: Epoch: [212] [280/610] learning_rate: 0.047133 loss_vfl: 0.876752 loss_bbox: 0.382979 loss_dfl: 0.394877 loss: 1.646234 eta: 14:30:54 batch_cost: 0.8737 data_cost: 0.0004 ips: 54.9362 images/s [03/13 19:59:53] ppdet.engine INFO: Epoch: [212] [300/610] learning_rate: 0.047100 loss_vfl: 0.866276 loss_bbox: 0.392691 loss_dfl: 0.397813 loss: 1.680197 eta: 14:30:35 batch_cost: 1.0099 data_cost: 0.0004 ips: 47.5297 images/s [03/13 20:00:14] ppdet.engine INFO: Epoch: [212] [320/610] learning_rate: 0.047067 loss_vfl: 0.809996 loss_bbox: 0.374062 loss_dfl: 0.377812 loss: 1.551776 eta: 14:30:15 batch_cost: 0.9321 data_cost: 0.0004 ips: 51.4973 images/s [03/13 20:00:36] ppdet.engine INFO: Epoch: [212] [340/610] learning_rate: 0.047035 loss_vfl: 0.810468 loss_bbox: 0.357190 loss_dfl: 0.375878 loss: 1.555532 eta: 14:29:56 batch_cost: 1.0369 data_cost: 0.0008 ips: 46.2902 images/s [03/13 20:00:59] ppdet.engine INFO: Epoch: [212] [360/610] learning_rate: 0.047002 loss_vfl: 0.860549 loss_bbox: 0.375423 loss_dfl: 0.382892 loss: 1.613790 eta: 14:29:36 batch_cost: 0.9749 data_cost: 0.0004 ips: 49.2373 images/s [03/13 20:01:20] ppdet.engine INFO: Epoch: [212] [380/610] learning_rate: 0.046969 loss_vfl: 0.869750 loss_bbox: 0.391102 loss_dfl: 0.400636 loss: 1.650572 eta: 14:29:16 batch_cost: 0.9014 data_cost: 0.0004 ips: 53.2498 images/s [03/13 20:01:42] ppdet.engine INFO: Epoch: [212] [400/610] learning_rate: 0.046936 loss_vfl: 0.823268 loss_bbox: 0.363947 loss_dfl: 0.374844 loss: 1.563470 eta: 14:28:56 batch_cost: 0.9334 data_cost: 0.0005 ips: 51.4233 images/s [03/13 20:02:04] ppdet.engine INFO: Epoch: [212] [420/610] learning_rate: 0.046904 loss_vfl: 0.832507 loss_bbox: 0.389794 loss_dfl: 0.396804 loss: 1.614777 eta: 14:28:37 batch_cost: 0.9706 data_cost: 0.0004 ips: 49.4515 images/s [03/13 20:02:25] ppdet.engine INFO: Epoch: [212] [440/610] learning_rate: 0.046871 loss_vfl: 0.876184 loss_bbox: 0.386599 loss_dfl: 0.392757 loss: 1.665855 eta: 14:28:17 batch_cost: 0.9397 data_cost: 0.0006 ips: 51.0789 images/s [03/13 20:02:47] ppdet.engine INFO: Epoch: [212] [460/610] learning_rate: 0.046838 loss_vfl: 0.889685 loss_bbox: 0.394452 loss_dfl: 0.398702 loss: 1.678345 eta: 14:27:57 batch_cost: 1.0086 data_cost: 0.0004 ips: 47.5905 images/s [03/13 20:03:10] ppdet.engine INFO: Epoch: [212] [480/610] learning_rate: 0.046805 loss_vfl: 0.849601 loss_bbox: 0.370897 loss_dfl: 0.398614 loss: 1.631216 eta: 14:27:38 batch_cost: 1.0234 data_cost: 0.0004 ips: 46.9039 images/s [03/13 20:03:31] ppdet.engine INFO: Epoch: [212] [500/610] learning_rate: 0.046773 loss_vfl: 0.857348 loss_bbox: 0.376417 loss_dfl: 0.383357 loss: 1.602553 eta: 14:27:18 batch_cost: 0.9457 data_cost: 0.0004 ips: 50.7582 images/s [03/13 20:03:52] ppdet.engine INFO: Epoch: [212] [520/610] learning_rate: 0.046740 loss_vfl: 0.825967 loss_bbox: 0.371301 loss_dfl: 0.381660 loss: 1.583139 eta: 14:26:58 batch_cost: 0.9002 data_cost: 0.0004 ips: 53.3187 images/s [03/13 20:04:14] ppdet.engine INFO: Epoch: [212] [540/610] learning_rate: 0.046707 loss_vfl: 0.857446 loss_bbox: 0.367191 loss_dfl: 0.399861 loss: 1.620433 eta: 14:26:38 batch_cost: 0.9706 data_cost: 0.0005 ips: 49.4533 images/s [03/13 20:04:37] ppdet.engine INFO: Epoch: [212] [560/610] learning_rate: 0.046675 loss_vfl: 0.846074 loss_bbox: 0.387123 loss_dfl: 0.402259 loss: 1.638562 eta: 14:26:19 batch_cost: 1.0370 data_cost: 0.0004 ips: 46.2878 images/s [03/13 20:04:57] ppdet.engine INFO: Epoch: [212] [580/610] learning_rate: 0.046642 loss_vfl: 0.888516 loss_bbox: 0.382183 loss_dfl: 0.405243 loss: 1.678827 eta: 14:25:59 batch_cost: 0.8887 data_cost: 0.0008 ips: 54.0109 images/s [03/13 20:05:18] ppdet.engine INFO: Epoch: [212] [600/610] learning_rate: 0.046609 loss_vfl: 0.826488 loss_bbox: 0.368844 loss_dfl: 0.388393 loss: 1.603756 eta: 14:25:39 batch_cost: 0.9082 data_cost: 0.0006 ips: 52.8544 images/s [03/13 20:05:38] ppdet.engine INFO: Epoch: [213] [ 0/610] learning_rate: 0.046593 loss_vfl: 0.828653 loss_bbox: 0.384312 loss_dfl: 0.388081 loss: 1.617905 eta: 14:25:32 batch_cost: 1.2138 data_cost: 0.4392 ips: 39.5446 images/s [03/13 20:06:03] ppdet.engine INFO: Epoch: [213] [ 20/610] learning_rate: 0.046560 loss_vfl: 0.834976 loss_bbox: 0.373646 loss_dfl: 0.384074 loss: 1.600358 eta: 14:25:13 batch_cost: 1.0676 data_cost: 0.0004 ips: 44.9626 images/s [03/13 20:06:26] ppdet.engine INFO: Epoch: [213] [ 40/610] learning_rate: 0.046528 loss_vfl: 0.824634 loss_bbox: 0.377809 loss_dfl: 0.392237 loss: 1.594084 eta: 14:24:54 batch_cost: 1.0059 data_cost: 0.0004 ips: 47.7184 images/s [03/13 20:06:47] ppdet.engine INFO: Epoch: [213] [ 60/610] learning_rate: 0.046495 loss_vfl: 0.927509 loss_bbox: 0.400130 loss_dfl: 0.423132 loss: 1.740549 eta: 14:24:33 batch_cost: 0.8758 data_cost: 0.0004 ips: 54.8056 images/s [03/13 20:07:11] ppdet.engine INFO: Epoch: [213] [ 80/610] learning_rate: 0.046463 loss_vfl: 0.795528 loss_bbox: 0.369678 loss_dfl: 0.377930 loss: 1.549033 eta: 14:24:14 batch_cost: 1.0094 data_cost: 0.0004 ips: 47.5551 images/s [03/13 20:07:32] ppdet.engine INFO: Epoch: [213] [100/610] learning_rate: 0.046430 loss_vfl: 0.830209 loss_bbox: 0.371850 loss_dfl: 0.392473 loss: 1.621212 eta: 14:23:54 batch_cost: 0.9835 data_cost: 0.0004 ips: 48.8066 images/s [03/13 20:07:55] ppdet.engine INFO: Epoch: [213] [120/610] learning_rate: 0.046397 loss_vfl: 0.782059 loss_bbox: 0.356081 loss_dfl: 0.375311 loss: 1.527795 eta: 14:23:35 batch_cost: 1.0278 data_cost: 0.0004 ips: 46.7026 images/s [03/13 20:08:17] ppdet.engine INFO: Epoch: [213] [140/610] learning_rate: 0.046365 loss_vfl: 0.837332 loss_bbox: 0.379003 loss_dfl: 0.390475 loss: 1.603802 eta: 14:23:16 batch_cost: 0.9762 data_cost: 0.0011 ips: 49.1722 images/s [03/13 20:08:39] ppdet.engine INFO: Epoch: [213] [160/610] learning_rate: 0.046332 loss_vfl: 0.803207 loss_bbox: 0.355726 loss_dfl: 0.373017 loss: 1.528641 eta: 14:22:56 batch_cost: 0.9553 data_cost: 0.0004 ips: 50.2437 images/s [03/13 20:09:01] ppdet.engine INFO: Epoch: [213] [180/610] learning_rate: 0.046300 loss_vfl: 0.855904 loss_bbox: 0.399453 loss_dfl: 0.401620 loss: 1.651921 eta: 14:22:36 batch_cost: 0.9226 data_cost: 0.0004 ips: 52.0252 images/s [03/13 20:09:22] ppdet.engine INFO: Epoch: [213] [200/610] learning_rate: 0.046267 loss_vfl: 0.874330 loss_bbox: 0.383233 loss_dfl: 0.392493 loss: 1.658583 eta: 14:22:16 batch_cost: 0.9371 data_cost: 0.0004 ips: 51.2230 images/s [03/13 20:09:45] ppdet.engine INFO: Epoch: [213] [220/610] learning_rate: 0.046234 loss_vfl: 0.839309 loss_bbox: 0.382226 loss_dfl: 0.389341 loss: 1.603162 eta: 14:21:57 batch_cost: 1.0043 data_cost: 0.0004 ips: 47.7944 images/s [03/13 20:10:06] ppdet.engine INFO: Epoch: [213] [240/610] learning_rate: 0.046202 loss_vfl: 0.824254 loss_bbox: 0.387998 loss_dfl: 0.387108 loss: 1.598091 eta: 14:21:36 batch_cost: 0.8854 data_cost: 0.0005 ips: 54.2134 images/s [03/13 20:10:29] ppdet.engine INFO: Epoch: [213] [260/610] learning_rate: 0.046169 loss_vfl: 0.879306 loss_bbox: 0.400306 loss_dfl: 0.403210 loss: 1.680236 eta: 14:21:17 batch_cost: 0.9811 data_cost: 0.0005 ips: 48.9240 images/s [03/13 20:10:50] ppdet.engine INFO: Epoch: [213] [280/610] learning_rate: 0.046137 loss_vfl: 0.864629 loss_bbox: 0.392152 loss_dfl: 0.405129 loss: 1.698864 eta: 14:20:57 batch_cost: 0.9298 data_cost: 0.0004 ips: 51.6251 images/s [03/13 20:11:11] ppdet.engine INFO: Epoch: [213] [300/610] learning_rate: 0.046104 loss_vfl: 0.896823 loss_bbox: 0.392944 loss_dfl: 0.405918 loss: 1.706499 eta: 14:20:37 batch_cost: 0.9794 data_cost: 0.0004 ips: 49.0116 images/s [03/13 20:11:33] ppdet.engine INFO: Epoch: [213] [320/610] learning_rate: 0.046072 loss_vfl: 0.784058 loss_bbox: 0.360578 loss_dfl: 0.362140 loss: 1.506776 eta: 14:20:18 batch_cost: 0.9875 data_cost: 0.0004 ips: 48.6100 images/s [03/13 20:11:54] ppdet.engine INFO: Epoch: [213] [340/610] learning_rate: 0.046039 loss_vfl: 0.861063 loss_bbox: 0.384822 loss_dfl: 0.406076 loss: 1.693913 eta: 14:19:57 batch_cost: 0.8668 data_cost: 0.0006 ips: 55.3735 images/s [03/13 20:12:16] ppdet.engine INFO: Epoch: [213] [360/610] learning_rate: 0.046007 loss_vfl: 0.853374 loss_bbox: 0.395925 loss_dfl: 0.386431 loss: 1.608051 eta: 14:19:38 batch_cost: 0.9773 data_cost: 0.0004 ips: 49.1164 images/s [03/13 20:12:38] ppdet.engine INFO: Epoch: [213] [380/610] learning_rate: 0.045974 loss_vfl: 0.861260 loss_bbox: 0.387962 loss_dfl: 0.400955 loss: 1.676416 eta: 14:19:18 batch_cost: 0.9597 data_cost: 0.0004 ips: 50.0180 images/s [03/13 20:13:00] ppdet.engine INFO: Epoch: [213] [400/610] learning_rate: 0.045942 loss_vfl: 0.866674 loss_bbox: 0.385839 loss_dfl: 0.402480 loss: 1.653305 eta: 14:18:59 batch_cost: 0.9946 data_cost: 0.0004 ips: 48.2589 images/s [03/13 20:13:22] ppdet.engine INFO: Epoch: [213] [420/610] learning_rate: 0.045909 loss_vfl: 0.789727 loss_bbox: 0.351198 loss_dfl: 0.370138 loss: 1.503631 eta: 14:18:39 batch_cost: 1.0155 data_cost: 0.0004 ips: 47.2679 images/s [03/13 20:13:44] ppdet.engine INFO: Epoch: [213] [440/610] learning_rate: 0.045877 loss_vfl: 0.833868 loss_bbox: 0.363289 loss_dfl: 0.375739 loss: 1.597638 eta: 14:18:19 batch_cost: 0.9260 data_cost: 0.0004 ips: 51.8334 images/s [03/13 20:14:07] ppdet.engine INFO: Epoch: [213] [460/610] learning_rate: 0.045845 loss_vfl: 0.862661 loss_bbox: 0.411382 loss_dfl: 0.401064 loss: 1.678908 eta: 14:18:00 batch_cost: 1.0418 data_cost: 0.0004 ips: 46.0756 images/s [03/13 20:14:29] ppdet.engine INFO: Epoch: [213] [480/610] learning_rate: 0.045812 loss_vfl: 0.823559 loss_bbox: 0.368350 loss_dfl: 0.376584 loss: 1.569468 eta: 14:17:41 batch_cost: 0.9950 data_cost: 0.0004 ips: 48.2388 images/s [03/13 20:14:51] ppdet.engine INFO: Epoch: [213] [500/610] learning_rate: 0.045780 loss_vfl: 0.836689 loss_bbox: 0.359001 loss_dfl: 0.381650 loss: 1.578912 eta: 14:17:21 batch_cost: 0.9748 data_cost: 0.0004 ips: 49.2401 images/s [03/13 20:15:13] ppdet.engine INFO: Epoch: [213] [520/610] learning_rate: 0.045747 loss_vfl: 0.842069 loss_bbox: 0.376690 loss_dfl: 0.369501 loss: 1.602069 eta: 14:17:01 batch_cost: 0.8688 data_cost: 0.0004 ips: 55.2512 images/s [03/13 20:15:34] ppdet.engine INFO: Epoch: [213] [540/610] learning_rate: 0.045715 loss_vfl: 0.856628 loss_bbox: 0.390134 loss_dfl: 0.383665 loss: 1.641407 eta: 14:16:41 batch_cost: 0.9590 data_cost: 0.0004 ips: 50.0542 images/s [03/13 20:15:57] ppdet.engine INFO: Epoch: [213] [560/610] learning_rate: 0.045682 loss_vfl: 0.868920 loss_bbox: 0.377195 loss_dfl: 0.393738 loss: 1.621556 eta: 14:16:22 batch_cost: 1.0187 data_cost: 0.0004 ips: 47.1186 images/s [03/13 20:16:18] ppdet.engine INFO: Epoch: [213] [580/610] learning_rate: 0.045650 loss_vfl: 0.933312 loss_bbox: 0.397643 loss_dfl: 0.410148 loss: 1.753978 eta: 14:16:02 batch_cost: 0.9776 data_cost: 0.0004 ips: 49.0996 images/s [03/13 20:16:39] ppdet.engine INFO: Epoch: [213] [600/610] learning_rate: 0.045618 loss_vfl: 0.843092 loss_bbox: 0.365260 loss_dfl: 0.386435 loss: 1.592534 eta: 14:15:42 batch_cost: 0.9077 data_cost: 0.0006 ips: 52.8791 images/s [03/13 20:17:00] ppdet.engine INFO: Epoch: [214] [ 0/610] learning_rate: 0.045601 loss_vfl: 0.819019 loss_bbox: 0.363431 loss_dfl: 0.363704 loss: 1.583158 eta: 14:15:35 batch_cost: 1.3025 data_cost: 0.3917 ips: 36.8534 images/s [03/13 20:17:26] ppdet.engine INFO: Epoch: [214] [ 20/610] learning_rate: 0.045569 loss_vfl: 0.848042 loss_bbox: 0.387569 loss_dfl: 0.397131 loss: 1.627444 eta: 14:15:17 batch_cost: 1.2262 data_cost: 0.0004 ips: 39.1440 images/s [03/13 20:17:47] ppdet.engine INFO: Epoch: [214] [ 40/610] learning_rate: 0.045537 loss_vfl: 0.864987 loss_bbox: 0.398969 loss_dfl: 0.396090 loss: 1.663868 eta: 14:14:58 batch_cost: 0.9666 data_cost: 0.0004 ips: 49.6574 images/s [03/13 20:18:09] ppdet.engine INFO: Epoch: [214] [ 60/610] learning_rate: 0.045504 loss_vfl: 0.904719 loss_bbox: 0.411123 loss_dfl: 0.411155 loss: 1.715629 eta: 14:14:37 batch_cost: 0.8873 data_cost: 0.0007 ips: 54.0940 images/s [03/13 20:18:31] ppdet.engine INFO: Epoch: [214] [ 80/610] learning_rate: 0.045472 loss_vfl: 0.860440 loss_bbox: 0.394603 loss_dfl: 0.391736 loss: 1.632078 eta: 14:14:18 batch_cost: 1.0145 data_cost: 0.0004 ips: 47.3156 images/s [03/13 20:18:53] ppdet.engine INFO: Epoch: [214] [100/610] learning_rate: 0.045440 loss_vfl: 0.854612 loss_bbox: 0.386481 loss_dfl: 0.389125 loss: 1.635610 eta: 14:13:59 batch_cost: 1.0143 data_cost: 0.0004 ips: 47.3241 images/s [03/13 20:19:15] ppdet.engine INFO: Epoch: [214] [120/610] learning_rate: 0.045407 loss_vfl: 0.862915 loss_bbox: 0.397880 loss_dfl: 0.401039 loss: 1.661557 eta: 14:13:39 batch_cost: 0.9959 data_cost: 0.0004 ips: 48.1953 images/s [03/13 20:19:38] ppdet.engine INFO: Epoch: [214] [140/610] learning_rate: 0.045375 loss_vfl: 0.825999 loss_bbox: 0.376273 loss_dfl: 0.382733 loss: 1.579075 eta: 14:13:20 batch_cost: 0.9928 data_cost: 0.0004 ips: 48.3498 images/s [03/13 20:20:00] ppdet.engine INFO: Epoch: [214] [160/610] learning_rate: 0.045343 loss_vfl: 0.877579 loss_bbox: 0.395264 loss_dfl: 0.408099 loss: 1.666032 eta: 14:13:00 batch_cost: 0.9785 data_cost: 0.0004 ips: 49.0546 images/s [03/13 20:20:22] ppdet.engine INFO: Epoch: [214] [180/610] learning_rate: 0.045310 loss_vfl: 0.826547 loss_bbox: 0.362522 loss_dfl: 0.375139 loss: 1.535246 eta: 14:12:40 batch_cost: 0.9375 data_cost: 0.0005 ips: 51.1984 images/s [03/13 20:20:44] ppdet.engine INFO: Epoch: [214] [200/610] learning_rate: 0.045278 loss_vfl: 0.832869 loss_bbox: 0.390109 loss_dfl: 0.399425 loss: 1.613832 eta: 14:12:21 batch_cost: 1.0096 data_cost: 0.0004 ips: 47.5420 images/s [03/13 20:21:06] ppdet.engine INFO: Epoch: [214] [220/610] learning_rate: 0.045246 loss_vfl: 0.837977 loss_bbox: 0.361535 loss_dfl: 0.385217 loss: 1.583797 eta: 14:12:02 batch_cost: 0.9866 data_cost: 0.0004 ips: 48.6529 images/s [03/13 20:21:28] ppdet.engine INFO: Epoch: [214] [240/610] learning_rate: 0.045213 loss_vfl: 0.835417 loss_bbox: 0.378024 loss_dfl: 0.389709 loss: 1.605421 eta: 14:11:42 batch_cost: 0.9959 data_cost: 0.0004 ips: 48.1966 images/s [03/13 20:21:49] ppdet.engine INFO: Epoch: [214] [260/610] learning_rate: 0.045181 loss_vfl: 0.785356 loss_bbox: 0.359164 loss_dfl: 0.370124 loss: 1.519280 eta: 14:11:23 batch_cost: 0.9843 data_cost: 0.0004 ips: 48.7671 images/s [03/13 20:22:11] ppdet.engine INFO: Epoch: [214] [280/610] learning_rate: 0.045149 loss_vfl: 0.841585 loss_bbox: 0.383329 loss_dfl: 0.393418 loss: 1.639374 eta: 14:11:03 batch_cost: 0.9849 data_cost: 0.0004 ips: 48.7378 images/s [03/13 20:22:33] ppdet.engine INFO: Epoch: [214] [300/610] learning_rate: 0.045117 loss_vfl: 0.838466 loss_bbox: 0.375663 loss_dfl: 0.388826 loss: 1.604717 eta: 14:10:43 batch_cost: 0.9207 data_cost: 0.0004 ips: 52.1354 images/s [03/13 20:22:55] ppdet.engine INFO: Epoch: [214] [320/610] learning_rate: 0.045084 loss_vfl: 0.803908 loss_bbox: 0.367551 loss_dfl: 0.370985 loss: 1.561656 eta: 14:10:24 batch_cost: 0.9843 data_cost: 0.0004 ips: 48.7650 images/s [03/13 20:23:15] ppdet.engine INFO: Epoch: [214] [340/610] learning_rate: 0.045052 loss_vfl: 0.867823 loss_bbox: 0.382235 loss_dfl: 0.395927 loss: 1.653798 eta: 14:10:04 batch_cost: 0.9397 data_cost: 0.0004 ips: 51.0776 images/s [03/13 20:23:38] ppdet.engine INFO: Epoch: [214] [360/610] learning_rate: 0.045020 loss_vfl: 0.841079 loss_bbox: 0.384361 loss_dfl: 0.379892 loss: 1.623168 eta: 14:09:44 batch_cost: 0.9745 data_cost: 0.0009 ips: 49.2574 images/s [03/13 20:24:00] ppdet.engine INFO: Epoch: [214] [380/610] learning_rate: 0.044988 loss_vfl: 0.838605 loss_bbox: 0.384630 loss_dfl: 0.391758 loss: 1.608319 eta: 14:09:25 batch_cost: 1.0149 data_cost: 0.0004 ips: 47.2944 images/s [03/13 20:24:22] ppdet.engine INFO: Epoch: [214] [400/610] learning_rate: 0.044956 loss_vfl: 0.820267 loss_bbox: 0.357601 loss_dfl: 0.379441 loss: 1.550126 eta: 14:09:05 batch_cost: 0.9771 data_cost: 0.0010 ips: 49.1226 images/s [03/13 20:24:43] ppdet.engine INFO: Epoch: [214] [420/610] learning_rate: 0.044923 loss_vfl: 0.830230 loss_bbox: 0.375018 loss_dfl: 0.383839 loss: 1.602080 eta: 14:08:46 batch_cost: 0.9973 data_cost: 0.0004 ips: 48.1292 images/s [03/13 20:25:05] ppdet.engine INFO: Epoch: [214] [440/610] learning_rate: 0.044891 loss_vfl: 0.896358 loss_bbox: 0.397117 loss_dfl: 0.407720 loss: 1.731140 eta: 14:08:26 batch_cost: 0.9776 data_cost: 0.0004 ips: 49.1003 images/s [03/13 20:25:27] ppdet.engine INFO: Epoch: [214] [460/610] learning_rate: 0.044859 loss_vfl: 0.845248 loss_bbox: 0.387443 loss_dfl: 0.389742 loss: 1.640053 eta: 14:08:07 batch_cost: 1.0035 data_cost: 0.0004 ips: 47.8309 images/s [03/13 20:25:48] ppdet.engine INFO: Epoch: [214] [480/610] learning_rate: 0.044827 loss_vfl: 0.812940 loss_bbox: 0.354828 loss_dfl: 0.362952 loss: 1.531096 eta: 14:07:47 batch_cost: 0.9405 data_cost: 0.0004 ips: 51.0374 images/s [03/13 20:26:11] ppdet.engine INFO: Epoch: [214] [500/610] learning_rate: 0.044795 loss_vfl: 0.804548 loss_bbox: 0.366176 loss_dfl: 0.386181 loss: 1.557904 eta: 14:07:28 batch_cost: 1.0412 data_cost: 0.0004 ips: 46.0999 images/s [03/13 20:26:33] ppdet.engine INFO: Epoch: [214] [520/610] learning_rate: 0.044763 loss_vfl: 0.829761 loss_bbox: 0.375359 loss_dfl: 0.391474 loss: 1.581747 eta: 14:07:08 batch_cost: 0.9481 data_cost: 0.0010 ips: 50.6277 images/s [03/13 20:26:54] ppdet.engine INFO: Epoch: [214] [540/610] learning_rate: 0.044730 loss_vfl: 0.836428 loss_bbox: 0.371239 loss_dfl: 0.382795 loss: 1.584107 eta: 14:06:48 batch_cost: 0.9438 data_cost: 0.0004 ips: 50.8580 images/s [03/13 20:27:15] ppdet.engine INFO: Epoch: [214] [560/610] learning_rate: 0.044698 loss_vfl: 0.894232 loss_bbox: 0.397041 loss_dfl: 0.405655 loss: 1.694930 eta: 14:06:29 batch_cost: 0.9674 data_cost: 0.0004 ips: 49.6190 images/s [03/13 20:27:37] ppdet.engine INFO: Epoch: [214] [580/610] learning_rate: 0.044666 loss_vfl: 0.843465 loss_bbox: 0.378605 loss_dfl: 0.385941 loss: 1.607894 eta: 14:06:09 batch_cost: 0.9470 data_cost: 0.0004 ips: 50.6844 images/s [03/13 20:27:57] ppdet.engine INFO: Epoch: [214] [600/610] learning_rate: 0.044634 loss_vfl: 0.810160 loss_bbox: 0.355507 loss_dfl: 0.379242 loss: 1.544755 eta: 14:05:49 batch_cost: 0.9431 data_cost: 0.0005 ips: 50.8983 images/s [03/13 20:28:20] ppdet.engine INFO: Epoch: [215] [ 0/610] learning_rate: 0.044618 loss_vfl: 0.798574 loss_bbox: 0.341162 loss_dfl: 0.364172 loss: 1.514639 eta: 14:05:43 batch_cost: 1.3983 data_cost: 0.4028 ips: 34.3278 images/s [03/13 20:28:44] ppdet.engine INFO: Epoch: [215] [ 20/610] learning_rate: 0.044586 loss_vfl: 0.821666 loss_bbox: 0.374445 loss_dfl: 0.373639 loss: 1.558985 eta: 14:05:24 batch_cost: 1.1402 data_cost: 0.0004 ips: 42.0969 images/s [03/13 20:29:05] ppdet.engine INFO: Epoch: [215] [ 40/610] learning_rate: 0.044554 loss_vfl: 0.857966 loss_bbox: 0.375816 loss_dfl: 0.393441 loss: 1.657396 eta: 14:05:04 batch_cost: 0.8999 data_cost: 0.0004 ips: 53.3373 images/s [03/13 20:29:27] ppdet.engine INFO: Epoch: [215] [ 60/610] learning_rate: 0.044522 loss_vfl: 0.839934 loss_bbox: 0.378100 loss_dfl: 0.388404 loss: 1.608151 eta: 14:04:45 batch_cost: 1.0280 data_cost: 0.0004 ips: 46.6907 images/s [03/13 20:29:48] ppdet.engine INFO: Epoch: [215] [ 80/610] learning_rate: 0.044490 loss_vfl: 0.857931 loss_bbox: 0.376850 loss_dfl: 0.392647 loss: 1.620206 eta: 14:04:25 batch_cost: 0.9405 data_cost: 0.0007 ips: 51.0355 images/s [03/13 20:30:10] ppdet.engine INFO: Epoch: [215] [100/610] learning_rate: 0.044458 loss_vfl: 0.836171 loss_bbox: 0.358569 loss_dfl: 0.381613 loss: 1.599880 eta: 14:04:06 batch_cost: 0.9934 data_cost: 0.0004 ips: 48.3205 images/s [03/13 20:30:32] ppdet.engine INFO: Epoch: [215] [120/610] learning_rate: 0.044425 loss_vfl: 0.796115 loss_bbox: 0.354905 loss_dfl: 0.369193 loss: 1.527779 eta: 14:03:46 batch_cost: 0.9437 data_cost: 0.0004 ips: 50.8641 images/s [03/13 20:30:53] ppdet.engine INFO: Epoch: [215] [140/610] learning_rate: 0.044393 loss_vfl: 0.858448 loss_bbox: 0.375758 loss_dfl: 0.403974 loss: 1.649395 eta: 14:03:26 batch_cost: 0.9884 data_cost: 0.0005 ips: 48.5634 images/s [03/13 20:31:16] ppdet.engine INFO: Epoch: [215] [160/610] learning_rate: 0.044361 loss_vfl: 0.884363 loss_bbox: 0.384752 loss_dfl: 0.405534 loss: 1.676744 eta: 14:03:07 batch_cost: 0.9877 data_cost: 0.0004 ips: 48.5976 images/s [03/13 20:31:36] ppdet.engine INFO: Epoch: [215] [180/610] learning_rate: 0.044329 loss_vfl: 0.842705 loss_bbox: 0.377098 loss_dfl: 0.382379 loss: 1.579673 eta: 14:02:47 batch_cost: 0.9100 data_cost: 0.0004 ips: 52.7494 images/s [03/13 20:31:58] ppdet.engine INFO: Epoch: [215] [200/610] learning_rate: 0.044297 loss_vfl: 0.834486 loss_bbox: 0.376334 loss_dfl: 0.389736 loss: 1.610127 eta: 14:02:27 batch_cost: 0.9045 data_cost: 0.0009 ips: 53.0697 images/s [03/13 20:32:19] ppdet.engine INFO: Epoch: [215] [220/610] learning_rate: 0.044265 loss_vfl: 0.832651 loss_bbox: 0.363442 loss_dfl: 0.376206 loss: 1.555108 eta: 14:02:06 batch_cost: 0.9163 data_cost: 0.0004 ips: 52.3847 images/s [03/13 20:32:41] ppdet.engine INFO: Epoch: [215] [240/610] learning_rate: 0.044233 loss_vfl: 0.869049 loss_bbox: 0.380113 loss_dfl: 0.397612 loss: 1.658577 eta: 14:01:47 batch_cost: 0.9812 data_cost: 0.0004 ips: 48.9207 images/s [03/13 20:33:03] ppdet.engine INFO: Epoch: [215] [260/610] learning_rate: 0.044201 loss_vfl: 0.821951 loss_bbox: 0.356876 loss_dfl: 0.376383 loss: 1.550086 eta: 14:01:27 batch_cost: 0.8959 data_cost: 0.0004 ips: 53.5800 images/s [03/13 20:33:24] ppdet.engine INFO: Epoch: [215] [280/610] learning_rate: 0.044169 loss_vfl: 0.871217 loss_bbox: 0.383824 loss_dfl: 0.394968 loss: 1.665889 eta: 14:01:07 batch_cost: 0.9881 data_cost: 0.0005 ips: 48.5803 images/s [03/13 20:33:45] ppdet.engine INFO: Epoch: [215] [300/610] learning_rate: 0.044137 loss_vfl: 0.786767 loss_bbox: 0.342349 loss_dfl: 0.368763 loss: 1.529937 eta: 14:00:47 batch_cost: 0.9631 data_cost: 0.0004 ips: 49.8407 images/s [03/13 20:34:07] ppdet.engine INFO: Epoch: [215] [320/610] learning_rate: 0.044105 loss_vfl: 0.848334 loss_bbox: 0.376855 loss_dfl: 0.385311 loss: 1.623318 eta: 14:00:28 batch_cost: 0.9671 data_cost: 0.0004 ips: 49.6349 images/s [03/13 20:34:28] ppdet.engine INFO: Epoch: [215] [340/610] learning_rate: 0.044073 loss_vfl: 0.810233 loss_bbox: 0.358855 loss_dfl: 0.366237 loss: 1.512359 eta: 14:00:08 batch_cost: 0.9730 data_cost: 0.0004 ips: 49.3331 images/s [03/13 20:34:50] ppdet.engine INFO: Epoch: [215] [360/610] learning_rate: 0.044041 loss_vfl: 0.854807 loss_bbox: 0.368928 loss_dfl: 0.384899 loss: 1.612179 eta: 13:59:49 batch_cost: 0.9832 data_cost: 0.0004 ips: 48.8220 images/s [03/13 20:35:13] ppdet.engine INFO: Epoch: [215] [380/610] learning_rate: 0.044009 loss_vfl: 0.900298 loss_bbox: 0.395039 loss_dfl: 0.413129 loss: 1.708466 eta: 13:59:29 batch_cost: 0.9231 data_cost: 0.0004 ips: 52.0015 images/s [03/13 20:35:33] ppdet.engine INFO: Epoch: [215] [400/610] learning_rate: 0.043978 loss_vfl: 0.819244 loss_bbox: 0.356379 loss_dfl: 0.376988 loss: 1.553514 eta: 13:59:08 batch_cost: 0.8579 data_cost: 0.0004 ips: 55.9519 images/s [03/13 20:35:55] ppdet.engine INFO: Epoch: [215] [420/610] learning_rate: 0.043946 loss_vfl: 0.775518 loss_bbox: 0.340820 loss_dfl: 0.354694 loss: 1.473724 eta: 13:58:48 batch_cost: 0.9356 data_cost: 0.0013 ips: 51.3063 images/s [03/13 20:36:16] ppdet.engine INFO: Epoch: [215] [440/610] learning_rate: 0.043914 loss_vfl: 0.868744 loss_bbox: 0.390711 loss_dfl: 0.403903 loss: 1.650510 eta: 13:58:28 batch_cost: 0.8629 data_cost: 0.0004 ips: 55.6255 images/s [03/13 20:36:37] ppdet.engine INFO: Epoch: [215] [460/610] learning_rate: 0.043882 loss_vfl: 0.800770 loss_bbox: 0.382044 loss_dfl: 0.384661 loss: 1.554883 eta: 13:58:08 batch_cost: 0.9757 data_cost: 0.0004 ips: 49.1956 images/s [03/13 20:36:58] ppdet.engine INFO: Epoch: [215] [480/610] learning_rate: 0.043850 loss_vfl: 0.831981 loss_bbox: 0.387705 loss_dfl: 0.382956 loss: 1.604761 eta: 13:57:48 batch_cost: 0.9292 data_cost: 0.0008 ips: 51.6574 images/s [03/13 20:37:20] ppdet.engine INFO: Epoch: [215] [500/610] learning_rate: 0.043818 loss_vfl: 0.831266 loss_bbox: 0.361695 loss_dfl: 0.386559 loss: 1.561648 eta: 13:57:29 batch_cost: 1.0195 data_cost: 0.0004 ips: 47.0796 images/s [03/13 20:37:41] ppdet.engine INFO: Epoch: [215] [520/610] learning_rate: 0.043786 loss_vfl: 0.823193 loss_bbox: 0.360858 loss_dfl: 0.380537 loss: 1.571090 eta: 13:57:09 batch_cost: 0.9435 data_cost: 0.0004 ips: 50.8729 images/s [03/13 20:38:03] ppdet.engine INFO: Epoch: [215] [540/610] learning_rate: 0.043754 loss_vfl: 0.792545 loss_bbox: 0.368969 loss_dfl: 0.382003 loss: 1.550966 eta: 13:56:49 batch_cost: 0.9706 data_cost: 0.0004 ips: 49.4530 images/s [03/13 20:38:24] ppdet.engine INFO: Epoch: [215] [560/610] learning_rate: 0.043722 loss_vfl: 0.914193 loss_bbox: 0.411812 loss_dfl: 0.404134 loss: 1.699971 eta: 13:56:30 batch_cost: 0.9327 data_cost: 0.0004 ips: 51.4624 images/s [03/13 20:38:46] ppdet.engine INFO: Epoch: [215] [580/610] learning_rate: 0.043691 loss_vfl: 0.844500 loss_bbox: 0.376344 loss_dfl: 0.399736 loss: 1.632844 eta: 13:56:09 batch_cost: 0.9079 data_cost: 0.0004 ips: 52.8716 images/s [03/13 20:39:07] ppdet.engine INFO: Epoch: [215] [600/610] learning_rate: 0.043659 loss_vfl: 0.812330 loss_bbox: 0.352037 loss_dfl: 0.371603 loss: 1.525911 eta: 13:55:50 batch_cost: 0.9615 data_cost: 0.0006 ips: 49.9227 images/s [03/13 20:39:28] ppdet.engine INFO: Epoch: [216] [ 0/610] learning_rate: 0.043643 loss_vfl: 0.848145 loss_bbox: 0.376073 loss_dfl: 0.393808 loss: 1.632819 eta: 13:55:43 batch_cost: 1.3241 data_cost: 0.5697 ips: 36.2514 images/s [03/13 20:39:54] ppdet.engine INFO: Epoch: [216] [ 20/610] learning_rate: 0.043611 loss_vfl: 0.776113 loss_bbox: 0.354487 loss_dfl: 0.363845 loss: 1.480834 eta: 13:55:25 batch_cost: 1.2081 data_cost: 0.0004 ips: 39.7320 images/s [03/13 20:40:16] ppdet.engine INFO: Epoch: [216] [ 40/610] learning_rate: 0.043579 loss_vfl: 0.778751 loss_bbox: 0.347452 loss_dfl: 0.369910 loss: 1.497234 eta: 13:55:05 batch_cost: 0.9708 data_cost: 0.0004 ips: 49.4457 images/s [03/13 20:40:38] ppdet.engine INFO: Epoch: [216] [ 60/610] learning_rate: 0.043547 loss_vfl: 0.784271 loss_bbox: 0.345925 loss_dfl: 0.369752 loss: 1.494690 eta: 13:54:46 batch_cost: 1.0037 data_cost: 0.0005 ips: 47.8217 images/s [03/13 20:41:01] ppdet.engine INFO: Epoch: [216] [ 80/610] learning_rate: 0.043515 loss_vfl: 0.825401 loss_bbox: 0.380655 loss_dfl: 0.387337 loss: 1.596945 eta: 13:54:26 batch_cost: 0.9465 data_cost: 0.0005 ips: 50.7139 images/s [03/13 20:41:22] ppdet.engine INFO: Epoch: [216] [100/610] learning_rate: 0.043484 loss_vfl: 0.862844 loss_bbox: 0.377844 loss_dfl: 0.395104 loss: 1.657205 eta: 13:54:06 batch_cost: 0.8925 data_cost: 0.0004 ips: 53.7826 images/s [03/13 20:41:43] ppdet.engine INFO: Epoch: [216] [120/610] learning_rate: 0.043452 loss_vfl: 0.847083 loss_bbox: 0.383424 loss_dfl: 0.390550 loss: 1.623321 eta: 13:53:46 batch_cost: 0.9379 data_cost: 0.0004 ips: 51.1771 images/s [03/13 20:42:03] ppdet.engine INFO: Epoch: [216] [140/610] learning_rate: 0.043420 loss_vfl: 0.877861 loss_bbox: 0.379690 loss_dfl: 0.392612 loss: 1.664690 eta: 13:53:26 batch_cost: 0.9239 data_cost: 0.0004 ips: 51.9536 images/s [03/13 20:42:25] ppdet.engine INFO: Epoch: [216] [160/610] learning_rate: 0.043388 loss_vfl: 0.781350 loss_bbox: 0.353010 loss_dfl: 0.362498 loss: 1.497273 eta: 13:53:07 batch_cost: 0.9865 data_cost: 0.0010 ips: 48.6582 images/s [03/13 20:42:47] ppdet.engine INFO: Epoch: [216] [180/610] learning_rate: 0.043357 loss_vfl: 0.836804 loss_bbox: 0.370663 loss_dfl: 0.380699 loss: 1.605102 eta: 13:52:47 batch_cost: 1.0075 data_cost: 0.0004 ips: 47.6411 images/s [03/13 20:43:10] ppdet.engine INFO: Epoch: [216] [200/610] learning_rate: 0.043325 loss_vfl: 0.815744 loss_bbox: 0.377906 loss_dfl: 0.377152 loss: 1.575328 eta: 13:52:28 batch_cost: 1.0244 data_cost: 0.0004 ips: 46.8561 images/s [03/13 20:43:32] ppdet.engine INFO: Epoch: [216] [220/610] learning_rate: 0.043293 loss_vfl: 0.841275 loss_bbox: 0.381588 loss_dfl: 0.380294 loss: 1.595965 eta: 13:52:08 batch_cost: 0.9583 data_cost: 0.0004 ips: 50.0881 images/s [03/13 20:43:54] ppdet.engine INFO: Epoch: [216] [240/610] learning_rate: 0.043261 loss_vfl: 0.800218 loss_bbox: 0.347672 loss_dfl: 0.372539 loss: 1.540843 eta: 13:51:48 batch_cost: 0.9212 data_cost: 0.0013 ips: 52.1042 images/s [03/13 20:44:16] ppdet.engine INFO: Epoch: [216] [260/610] learning_rate: 0.043230 loss_vfl: 0.838887 loss_bbox: 0.356734 loss_dfl: 0.383758 loss: 1.604277 eta: 13:51:29 batch_cost: 1.0007 data_cost: 0.0004 ips: 47.9645 images/s [03/13 20:44:38] ppdet.engine INFO: Epoch: [216] [280/610] learning_rate: 0.043198 loss_vfl: 0.904396 loss_bbox: 0.394411 loss_dfl: 0.404785 loss: 1.668857 eta: 13:51:09 batch_cost: 1.0082 data_cost: 0.0004 ips: 47.6082 images/s [03/13 20:45:01] ppdet.engine INFO: Epoch: [216] [300/610] learning_rate: 0.043166 loss_vfl: 0.795134 loss_bbox: 0.347533 loss_dfl: 0.376903 loss: 1.523907 eta: 13:50:50 batch_cost: 1.0208 data_cost: 0.0004 ips: 47.0210 images/s [03/13 20:45:24] ppdet.engine INFO: Epoch: [216] [320/610] learning_rate: 0.043135 loss_vfl: 0.819886 loss_bbox: 0.353868 loss_dfl: 0.357730 loss: 1.504148 eta: 13:50:31 batch_cost: 1.0595 data_cost: 0.0004 ips: 45.3062 images/s [03/13 20:45:45] ppdet.engine INFO: Epoch: [216] [340/610] learning_rate: 0.043103 loss_vfl: 0.891648 loss_bbox: 0.393711 loss_dfl: 0.406473 loss: 1.676620 eta: 13:50:12 batch_cost: 0.9781 data_cost: 0.0004 ips: 49.0725 images/s [03/13 20:46:07] ppdet.engine INFO: Epoch: [216] [360/610] learning_rate: 0.043071 loss_vfl: 0.851850 loss_bbox: 0.390740 loss_dfl: 0.401513 loss: 1.649135 eta: 13:49:52 batch_cost: 1.0119 data_cost: 0.0004 ips: 47.4378 images/s [03/13 20:46:29] ppdet.engine INFO: Epoch: [216] [380/610] learning_rate: 0.043040 loss_vfl: 0.830764 loss_bbox: 0.380222 loss_dfl: 0.395439 loss: 1.613099 eta: 13:49:33 batch_cost: 1.0064 data_cost: 0.0004 ips: 47.6968 images/s [03/13 20:46:52] ppdet.engine INFO: Epoch: [216] [400/610] learning_rate: 0.043008 loss_vfl: 0.819864 loss_bbox: 0.365032 loss_dfl: 0.380051 loss: 1.562441 eta: 13:49:13 batch_cost: 0.9800 data_cost: 0.0006 ips: 48.9784 images/s [03/13 20:47:12] ppdet.engine INFO: Epoch: [216] [420/610] learning_rate: 0.042976 loss_vfl: 0.768319 loss_bbox: 0.326810 loss_dfl: 0.351290 loss: 1.425392 eta: 13:48:53 batch_cost: 0.9067 data_cost: 0.0004 ips: 52.9398 images/s [03/13 20:47:35] ppdet.engine INFO: Epoch: [216] [440/610] learning_rate: 0.042945 loss_vfl: 0.868300 loss_bbox: 0.388376 loss_dfl: 0.389207 loss: 1.645897 eta: 13:48:34 batch_cost: 1.0268 data_cost: 0.0004 ips: 46.7494 images/s [03/13 20:47:56] ppdet.engine INFO: Epoch: [216] [460/610] learning_rate: 0.042913 loss_vfl: 0.836178 loss_bbox: 0.374748 loss_dfl: 0.382537 loss: 1.582837 eta: 13:48:14 batch_cost: 0.9395 data_cost: 0.0011 ips: 51.0892 images/s [03/13 20:48:18] ppdet.engine INFO: Epoch: [216] [480/610] learning_rate: 0.042881 loss_vfl: 0.822667 loss_bbox: 0.369676 loss_dfl: 0.386269 loss: 1.597470 eta: 13:47:55 batch_cost: 0.9893 data_cost: 0.0005 ips: 48.5182 images/s [03/13 20:48:40] ppdet.engine INFO: Epoch: [216] [500/610] learning_rate: 0.042850 loss_vfl: 0.850897 loss_bbox: 0.361329 loss_dfl: 0.390589 loss: 1.599129 eta: 13:47:35 batch_cost: 0.9807 data_cost: 0.0004 ips: 48.9469 images/s [03/13 20:49:01] ppdet.engine INFO: Epoch: [216] [520/610] learning_rate: 0.042818 loss_vfl: 0.816111 loss_bbox: 0.374905 loss_dfl: 0.380181 loss: 1.590030 eta: 13:47:15 batch_cost: 0.9458 data_cost: 0.0004 ips: 50.7520 images/s [03/13 20:49:24] ppdet.engine INFO: Epoch: [216] [540/610] learning_rate: 0.042786 loss_vfl: 0.777908 loss_bbox: 0.355235 loss_dfl: 0.367612 loss: 1.497944 eta: 13:46:56 batch_cost: 1.0279 data_cost: 0.0004 ips: 46.6961 images/s [03/13 20:49:45] ppdet.engine INFO: Epoch: [216] [560/610] learning_rate: 0.042755 loss_vfl: 0.827058 loss_bbox: 0.366805 loss_dfl: 0.383226 loss: 1.594999 eta: 13:46:36 batch_cost: 0.9010 data_cost: 0.0004 ips: 53.2745 images/s [03/13 20:50:06] ppdet.engine INFO: Epoch: [216] [580/610] learning_rate: 0.042723 loss_vfl: 0.819793 loss_bbox: 0.363332 loss_dfl: 0.378297 loss: 1.572631 eta: 13:46:17 batch_cost: 0.9972 data_cost: 0.0004 ips: 48.1360 images/s [03/13 20:50:28] ppdet.engine INFO: Epoch: [216] [600/610] learning_rate: 0.042692 loss_vfl: 0.852546 loss_bbox: 0.385197 loss_dfl: 0.390127 loss: 1.634686 eta: 13:45:57 batch_cost: 0.9506 data_cost: 0.0005 ips: 50.4964 images/s [03/13 20:50:49] ppdet.engine INFO: Epoch: [217] [ 0/610] learning_rate: 0.042676 loss_vfl: 0.847821 loss_bbox: 0.383391 loss_dfl: 0.390984 loss: 1.627287 eta: 13:45:50 batch_cost: 1.3501 data_cost: 0.5277 ips: 35.5531 images/s [03/13 20:51:15] ppdet.engine INFO: Epoch: [217] [ 20/610] learning_rate: 0.042644 loss_vfl: 0.843344 loss_bbox: 0.376650 loss_dfl: 0.403648 loss: 1.624775 eta: 13:45:32 batch_cost: 1.1922 data_cost: 0.0004 ips: 40.2610 images/s [03/13 20:51:37] ppdet.engine INFO: Epoch: [217] [ 40/610] learning_rate: 0.042613 loss_vfl: 0.808043 loss_bbox: 0.359742 loss_dfl: 0.371711 loss: 1.543525 eta: 13:45:12 batch_cost: 0.9631 data_cost: 0.0004 ips: 49.8395 images/s [03/13 20:52:00] ppdet.engine INFO: Epoch: [217] [ 60/610] learning_rate: 0.042581 loss_vfl: 0.802534 loss_bbox: 0.357353 loss_dfl: 0.380498 loss: 1.532358 eta: 13:44:52 batch_cost: 0.9317 data_cost: 0.0004 ips: 51.5186 images/s [03/13 20:52:22] ppdet.engine INFO: Epoch: [217] [ 80/610] learning_rate: 0.042550 loss_vfl: 0.774647 loss_bbox: 0.361096 loss_dfl: 0.370051 loss: 1.507340 eta: 13:44:33 batch_cost: 0.9579 data_cost: 0.0012 ips: 50.1086 images/s [03/13 20:52:43] ppdet.engine INFO: Epoch: [217] [100/610] learning_rate: 0.042518 loss_vfl: 0.851198 loss_bbox: 0.379279 loss_dfl: 0.397357 loss: 1.655037 eta: 13:44:13 batch_cost: 0.9302 data_cost: 0.0004 ips: 51.6024 images/s [03/13 20:53:05] ppdet.engine INFO: Epoch: [217] [120/610] learning_rate: 0.042487 loss_vfl: 0.893367 loss_bbox: 0.383951 loss_dfl: 0.399871 loss: 1.664674 eta: 13:43:53 batch_cost: 0.9624 data_cost: 0.0004 ips: 49.8751 images/s [03/13 20:53:26] ppdet.engine INFO: Epoch: [217] [140/610] learning_rate: 0.042455 loss_vfl: 0.836081 loss_bbox: 0.382297 loss_dfl: 0.396395 loss: 1.607819 eta: 13:43:34 batch_cost: 1.0029 data_cost: 0.0004 ips: 47.8630 images/s [03/13 20:53:48] ppdet.engine INFO: Epoch: [217] [160/610] learning_rate: 0.042424 loss_vfl: 0.769532 loss_bbox: 0.329967 loss_dfl: 0.350213 loss: 1.450486 eta: 13:43:14 batch_cost: 1.0022 data_cost: 0.0006 ips: 47.8955 images/s [03/13 20:54:10] ppdet.engine INFO: Epoch: [217] [180/610] learning_rate: 0.042392 loss_vfl: 0.874191 loss_bbox: 0.380567 loss_dfl: 0.383509 loss: 1.653216 eta: 13:42:55 batch_cost: 1.0001 data_cost: 0.0008 ips: 47.9949 images/s [03/13 20:54:32] ppdet.engine INFO: Epoch: [217] [200/610] learning_rate: 0.042361 loss_vfl: 0.824041 loss_bbox: 0.370429 loss_dfl: 0.373612 loss: 1.547362 eta: 13:42:35 batch_cost: 0.9161 data_cost: 0.0006 ips: 52.3932 images/s [03/13 20:54:53] ppdet.engine INFO: Epoch: [217] [220/610] learning_rate: 0.042329 loss_vfl: 0.811589 loss_bbox: 0.362583 loss_dfl: 0.385123 loss: 1.573800 eta: 13:42:15 batch_cost: 0.9172 data_cost: 0.0004 ips: 52.3337 images/s [03/13 20:55:15] ppdet.engine INFO: Epoch: [217] [240/610] learning_rate: 0.042298 loss_vfl: 0.861697 loss_bbox: 0.378988 loss_dfl: 0.390632 loss: 1.633693 eta: 13:41:55 batch_cost: 1.0003 data_cost: 0.0004 ips: 47.9865 images/s [03/13 20:55:38] ppdet.engine INFO: Epoch: [217] [260/610] learning_rate: 0.042266 loss_vfl: 0.868130 loss_bbox: 0.385865 loss_dfl: 0.391794 loss: 1.630208 eta: 13:41:36 batch_cost: 1.0265 data_cost: 0.0005 ips: 46.7617 images/s [03/13 20:56:00] ppdet.engine INFO: Epoch: [217] [280/610] learning_rate: 0.042235 loss_vfl: 0.771369 loss_bbox: 0.341858 loss_dfl: 0.354314 loss: 1.470008 eta: 13:41:16 batch_cost: 0.9623 data_cost: 0.0004 ips: 49.8825 images/s [03/13 20:56:21] ppdet.engine INFO: Epoch: [217] [300/610] learning_rate: 0.042204 loss_vfl: 0.888921 loss_bbox: 0.396590 loss_dfl: 0.408357 loss: 1.679293 eta: 13:40:56 batch_cost: 0.9265 data_cost: 0.0004 ips: 51.8079 images/s [03/13 20:56:43] ppdet.engine INFO: Epoch: [217] [320/610] learning_rate: 0.042172 loss_vfl: 0.770124 loss_bbox: 0.330057 loss_dfl: 0.351148 loss: 1.444788 eta: 13:40:37 batch_cost: 0.9725 data_cost: 0.0004 ips: 49.3589 images/s [03/13 20:57:04] ppdet.engine INFO: Epoch: [217] [340/610] learning_rate: 0.042141 loss_vfl: 0.834465 loss_bbox: 0.386584 loss_dfl: 0.400411 loss: 1.630788 eta: 13:40:17 batch_cost: 0.9257 data_cost: 0.0004 ips: 51.8516 images/s [03/13 20:57:26] ppdet.engine INFO: Epoch: [217] [360/610] learning_rate: 0.042109 loss_vfl: 0.850466 loss_bbox: 0.358864 loss_dfl: 0.368873 loss: 1.582934 eta: 13:39:57 batch_cost: 0.9850 data_cost: 0.0004 ips: 48.7287 images/s [03/13 20:57:48] ppdet.engine INFO: Epoch: [217] [380/610] learning_rate: 0.042078 loss_vfl: 0.840980 loss_bbox: 0.373613 loss_dfl: 0.390434 loss: 1.591087 eta: 13:39:37 batch_cost: 0.9484 data_cost: 0.0008 ips: 50.6128 images/s [03/13 20:58:10] ppdet.engine INFO: Epoch: [217] [400/610] learning_rate: 0.042047 loss_vfl: 0.833208 loss_bbox: 0.357492 loss_dfl: 0.383503 loss: 1.582388 eta: 13:39:18 batch_cost: 1.0040 data_cost: 0.0004 ips: 47.8073 images/s [03/13 20:58:31] ppdet.engine INFO: Epoch: [217] [420/610] learning_rate: 0.042015 loss_vfl: 0.846523 loss_bbox: 0.385787 loss_dfl: 0.387083 loss: 1.615073 eta: 13:38:59 batch_cost: 1.0003 data_cost: 0.0004 ips: 47.9865 images/s [03/13 20:58:52] ppdet.engine INFO: Epoch: [217] [440/610] learning_rate: 0.041984 loss_vfl: 0.868572 loss_bbox: 0.406491 loss_dfl: 0.399064 loss: 1.649297 eta: 13:38:38 batch_cost: 0.8998 data_cost: 0.0004 ips: 53.3472 images/s [03/13 20:59:15] ppdet.engine INFO: Epoch: [217] [460/610] learning_rate: 0.041953 loss_vfl: 0.848050 loss_bbox: 0.363640 loss_dfl: 0.378835 loss: 1.590545 eta: 13:38:19 batch_cost: 0.9454 data_cost: 0.0004 ips: 50.7695 images/s [03/13 20:59:36] ppdet.engine INFO: Epoch: [217] [480/610] learning_rate: 0.041921 loss_vfl: 0.805625 loss_bbox: 0.365225 loss_dfl: 0.378169 loss: 1.535055 eta: 13:37:59 batch_cost: 0.9716 data_cost: 0.0010 ips: 49.4033 images/s [03/13 20:59:57] ppdet.engine INFO: Epoch: [217] [500/610] learning_rate: 0.041890 loss_vfl: 0.804839 loss_bbox: 0.360243 loss_dfl: 0.375225 loss: 1.546039 eta: 13:37:39 batch_cost: 0.9061 data_cost: 0.0004 ips: 52.9720 images/s [03/13 21:00:18] ppdet.engine INFO: Epoch: [217] [520/610] learning_rate: 0.041859 loss_vfl: 0.826431 loss_bbox: 0.372557 loss_dfl: 0.386156 loss: 1.556917 eta: 13:37:19 batch_cost: 0.8898 data_cost: 0.0006 ips: 53.9462 images/s [03/13 21:00:40] ppdet.engine INFO: Epoch: [217] [540/610] learning_rate: 0.041827 loss_vfl: 0.830518 loss_bbox: 0.386034 loss_dfl: 0.389103 loss: 1.627766 eta: 13:36:59 batch_cost: 0.9652 data_cost: 0.0004 ips: 49.7290 images/s [03/13 21:01:02] ppdet.engine INFO: Epoch: [217] [560/610] learning_rate: 0.041796 loss_vfl: 0.776677 loss_bbox: 0.373725 loss_dfl: 0.367587 loss: 1.515451 eta: 13:36:40 batch_cost: 0.9981 data_cost: 0.0005 ips: 48.0910 images/s [03/13 21:01:24] ppdet.engine INFO: Epoch: [217] [580/610] learning_rate: 0.041765 loss_vfl: 0.855454 loss_bbox: 0.385376 loss_dfl: 0.405932 loss: 1.658427 eta: 13:36:20 batch_cost: 1.0125 data_cost: 0.0004 ips: 47.4057 images/s [03/13 21:01:45] ppdet.engine INFO: Epoch: [217] [600/610] learning_rate: 0.041733 loss_vfl: 0.819723 loss_bbox: 0.357860 loss_dfl: 0.375373 loss: 1.550364 eta: 13:36:01 batch_cost: 0.9726 data_cost: 0.0005 ips: 49.3513 images/s [03/13 21:02:08] ppdet.engine INFO: Epoch: [218] [ 0/610] learning_rate: 0.041718 loss_vfl: 0.818633 loss_bbox: 0.355753 loss_dfl: 0.381127 loss: 1.538000 eta: 13:35:54 batch_cost: 1.3936 data_cost: 0.5835 ips: 34.4444 images/s [03/13 21:02:33] ppdet.engine INFO: Epoch: [218] [ 20/610] learning_rate: 0.041686 loss_vfl: 0.774127 loss_bbox: 0.351903 loss_dfl: 0.363827 loss: 1.501556 eta: 13:35:36 batch_cost: 1.1524 data_cost: 0.0004 ips: 41.6519 images/s [03/13 21:02:55] ppdet.engine INFO: Epoch: [218] [ 40/610] learning_rate: 0.041655 loss_vfl: 0.804854 loss_bbox: 0.372298 loss_dfl: 0.383095 loss: 1.569618 eta: 13:35:16 batch_cost: 0.9585 data_cost: 0.0004 ips: 50.0762 images/s [03/13 21:03:17] ppdet.engine INFO: Epoch: [218] [ 60/610] learning_rate: 0.041624 loss_vfl: 0.802677 loss_bbox: 0.348464 loss_dfl: 0.379040 loss: 1.530163 eta: 13:34:56 batch_cost: 0.9641 data_cost: 0.0004 ips: 49.7849 images/s [03/13 21:03:38] ppdet.engine INFO: Epoch: [218] [ 80/610] learning_rate: 0.041593 loss_vfl: 0.840875 loss_bbox: 0.376164 loss_dfl: 0.384750 loss: 1.602553 eta: 13:34:36 batch_cost: 0.8979 data_cost: 0.0005 ips: 53.4599 images/s [03/13 21:04:01] ppdet.engine INFO: Epoch: [218] [100/610] learning_rate: 0.041561 loss_vfl: 0.827206 loss_bbox: 0.358070 loss_dfl: 0.381191 loss: 1.559841 eta: 13:34:16 batch_cost: 0.9501 data_cost: 0.0004 ips: 50.5204 images/s [03/13 21:04:22] ppdet.engine INFO: Epoch: [218] [120/610] learning_rate: 0.041530 loss_vfl: 0.827296 loss_bbox: 0.360342 loss_dfl: 0.384035 loss: 1.569195 eta: 13:33:56 batch_cost: 0.9156 data_cost: 0.0004 ips: 52.4226 images/s [03/13 21:04:44] ppdet.engine INFO: Epoch: [218] [140/610] learning_rate: 0.041499 loss_vfl: 0.801372 loss_bbox: 0.359256 loss_dfl: 0.372447 loss: 1.524818 eta: 13:33:36 batch_cost: 0.9209 data_cost: 0.0004 ips: 52.1232 images/s [03/13 21:05:05] ppdet.engine INFO: Epoch: [218] [160/610] learning_rate: 0.041468 loss_vfl: 0.848947 loss_bbox: 0.367452 loss_dfl: 0.377342 loss: 1.582850 eta: 13:33:17 batch_cost: 0.9981 data_cost: 0.0004 ips: 48.0924 images/s [03/13 21:05:25] ppdet.engine INFO: Epoch: [218] [180/610] learning_rate: 0.041437 loss_vfl: 0.815560 loss_bbox: 0.370333 loss_dfl: 0.397531 loss: 1.580717 eta: 13:32:56 batch_cost: 0.8486 data_cost: 0.0004 ips: 56.5637 images/s [03/13 21:05:47] ppdet.engine INFO: Epoch: [218] [200/610] learning_rate: 0.041405 loss_vfl: 0.862334 loss_bbox: 0.389395 loss_dfl: 0.390669 loss: 1.669345 eta: 13:32:36 batch_cost: 0.9233 data_cost: 0.0009 ips: 51.9892 images/s [03/13 21:06:08] ppdet.engine INFO: Epoch: [218] [220/610] learning_rate: 0.041374 loss_vfl: 0.806529 loss_bbox: 0.355562 loss_dfl: 0.368940 loss: 1.519915 eta: 13:32:16 batch_cost: 0.9098 data_cost: 0.0004 ips: 52.7562 images/s [03/13 21:06:30] ppdet.engine INFO: Epoch: [218] [240/610] learning_rate: 0.041343 loss_vfl: 0.868288 loss_bbox: 0.394368 loss_dfl: 0.403234 loss: 1.671299 eta: 13:31:56 batch_cost: 0.9423 data_cost: 0.0004 ips: 50.9386 images/s [03/13 21:06:52] ppdet.engine INFO: Epoch: [218] [260/610] learning_rate: 0.041312 loss_vfl: 0.826980 loss_bbox: 0.370037 loss_dfl: 0.384147 loss: 1.580589 eta: 13:31:37 batch_cost: 0.9803 data_cost: 0.0004 ips: 48.9643 images/s [03/13 21:07:14] ppdet.engine INFO: Epoch: [218] [280/610] learning_rate: 0.041281 loss_vfl: 0.813721 loss_bbox: 0.358606 loss_dfl: 0.369562 loss: 1.566126 eta: 13:31:17 batch_cost: 0.9821 data_cost: 0.0021 ips: 48.8730 images/s [03/13 21:07:35] ppdet.engine INFO: Epoch: [218] [300/610] learning_rate: 0.041250 loss_vfl: 0.857835 loss_bbox: 0.384649 loss_dfl: 0.391868 loss: 1.635644 eta: 13:30:58 batch_cost: 0.9730 data_cost: 0.0004 ips: 49.3336 images/s [03/13 21:07:57] ppdet.engine INFO: Epoch: [218] [320/610] learning_rate: 0.041218 loss_vfl: 0.807929 loss_bbox: 0.349538 loss_dfl: 0.370110 loss: 1.521672 eta: 13:30:38 batch_cost: 0.9379 data_cost: 0.0004 ips: 51.1777 images/s [03/13 21:08:19] ppdet.engine INFO: Epoch: [218] [340/610] learning_rate: 0.041187 loss_vfl: 0.862263 loss_bbox: 0.395884 loss_dfl: 0.403528 loss: 1.678024 eta: 13:30:18 batch_cost: 0.9428 data_cost: 0.0004 ips: 50.9123 images/s [03/13 21:08:40] ppdet.engine INFO: Epoch: [218] [360/610] learning_rate: 0.041156 loss_vfl: 0.832387 loss_bbox: 0.370039 loss_dfl: 0.388168 loss: 1.611947 eta: 13:29:58 batch_cost: 0.9385 data_cost: 0.0004 ips: 51.1473 images/s [03/13 21:09:02] ppdet.engine INFO: Epoch: [218] [380/610] learning_rate: 0.041125 loss_vfl: 0.830894 loss_bbox: 0.347227 loss_dfl: 0.377436 loss: 1.545408 eta: 13:29:39 batch_cost: 0.9936 data_cost: 0.0004 ips: 48.3096 images/s [03/13 21:09:25] ppdet.engine INFO: Epoch: [218] [400/610] learning_rate: 0.041094 loss_vfl: 0.796069 loss_bbox: 0.344818 loss_dfl: 0.365669 loss: 1.513180 eta: 13:29:19 batch_cost: 0.9996 data_cost: 0.0070 ips: 48.0171 images/s [03/13 21:09:46] ppdet.engine INFO: Epoch: [218] [420/610] learning_rate: 0.041063 loss_vfl: 0.834642 loss_bbox: 0.348359 loss_dfl: 0.382727 loss: 1.572753 eta: 13:29:00 batch_cost: 0.9867 data_cost: 0.0004 ips: 48.6490 images/s [03/13 21:10:08] ppdet.engine INFO: Epoch: [218] [440/610] learning_rate: 0.041032 loss_vfl: 0.856303 loss_bbox: 0.383696 loss_dfl: 0.386954 loss: 1.613238 eta: 13:28:40 batch_cost: 0.9725 data_cost: 0.0004 ips: 49.3596 images/s [03/13 21:10:31] ppdet.engine INFO: Epoch: [218] [460/610] learning_rate: 0.041001 loss_vfl: 0.882443 loss_bbox: 0.387635 loss_dfl: 0.400216 loss: 1.674132 eta: 13:28:21 batch_cost: 0.9951 data_cost: 0.0011 ips: 48.2377 images/s [03/13 21:10:53] ppdet.engine INFO: Epoch: [218] [480/610] learning_rate: 0.040970 loss_vfl: 0.841777 loss_bbox: 0.375677 loss_dfl: 0.397425 loss: 1.627664 eta: 13:28:01 batch_cost: 0.9794 data_cost: 0.0004 ips: 49.0085 images/s [03/13 21:11:14] ppdet.engine INFO: Epoch: [218] [500/610] learning_rate: 0.040939 loss_vfl: 0.781110 loss_bbox: 0.348130 loss_dfl: 0.357736 loss: 1.487024 eta: 13:27:41 batch_cost: 0.9504 data_cost: 0.0004 ips: 50.5041 images/s [03/13 21:11:35] ppdet.engine INFO: Epoch: [218] [520/610] learning_rate: 0.040908 loss_vfl: 0.852828 loss_bbox: 0.396122 loss_dfl: 0.395363 loss: 1.635943 eta: 13:27:22 batch_cost: 0.9472 data_cost: 0.0004 ips: 50.6777 images/s [03/13 21:11:57] ppdet.engine INFO: Epoch: [218] [540/610] learning_rate: 0.040877 loss_vfl: 0.800497 loss_bbox: 0.367486 loss_dfl: 0.383365 loss: 1.545471 eta: 13:27:02 batch_cost: 0.9474 data_cost: 0.0009 ips: 50.6657 images/s [03/13 21:12:20] ppdet.engine INFO: Epoch: [218] [560/610] learning_rate: 0.040846 loss_vfl: 0.819270 loss_bbox: 0.369713 loss_dfl: 0.383852 loss: 1.580643 eta: 13:26:42 batch_cost: 1.0020 data_cost: 0.0006 ips: 47.9026 images/s [03/13 21:12:41] ppdet.engine INFO: Epoch: [218] [580/610] learning_rate: 0.040815 loss_vfl: 0.821534 loss_bbox: 0.376092 loss_dfl: 0.391593 loss: 1.593792 eta: 13:26:23 batch_cost: 0.9846 data_cost: 0.0004 ips: 48.7483 images/s [03/13 21:13:01] ppdet.engine INFO: Epoch: [218] [600/610] learning_rate: 0.040784 loss_vfl: 0.848105 loss_bbox: 0.373423 loss_dfl: 0.384512 loss: 1.619795 eta: 13:26:02 batch_cost: 0.8647 data_cost: 0.0005 ips: 55.5127 images/s [03/13 21:13:23] ppdet.engine INFO: Epoch: [219] [ 0/610] learning_rate: 0.040768 loss_vfl: 0.792196 loss_bbox: 0.361250 loss_dfl: 0.364834 loss: 1.513739 eta: 13:25:55 batch_cost: 1.2817 data_cost: 0.6137 ips: 37.4508 images/s [03/13 21:13:48] ppdet.engine INFO: Epoch: [219] [ 20/610] learning_rate: 0.040737 loss_vfl: 0.813869 loss_bbox: 0.374151 loss_dfl: 0.390344 loss: 1.570462 eta: 13:25:37 batch_cost: 1.1901 data_cost: 0.0004 ips: 40.3338 images/s [03/13 21:14:10] ppdet.engine INFO: Epoch: [219] [ 40/610] learning_rate: 0.040706 loss_vfl: 0.884894 loss_bbox: 0.391280 loss_dfl: 0.416880 loss: 1.708087 eta: 13:25:18 batch_cost: 0.9545 data_cost: 0.0004 ips: 50.2891 images/s [03/13 21:14:32] ppdet.engine INFO: Epoch: [219] [ 60/610] learning_rate: 0.040675 loss_vfl: 0.835810 loss_bbox: 0.390510 loss_dfl: 0.396883 loss: 1.607750 eta: 13:24:58 batch_cost: 0.9251 data_cost: 0.0005 ips: 51.8847 images/s [03/13 21:14:54] ppdet.engine INFO: Epoch: [219] [ 80/610] learning_rate: 0.040644 loss_vfl: 0.785535 loss_bbox: 0.344756 loss_dfl: 0.364449 loss: 1.469357 eta: 13:24:38 batch_cost: 0.9957 data_cost: 0.0004 ips: 48.2068 images/s [03/13 21:15:18] ppdet.engine INFO: Epoch: [219] [100/610] learning_rate: 0.040613 loss_vfl: 0.816583 loss_bbox: 0.357905 loss_dfl: 0.384194 loss: 1.528764 eta: 13:24:19 batch_cost: 1.0056 data_cost: 0.0008 ips: 47.7321 images/s [03/13 21:15:40] ppdet.engine INFO: Epoch: [219] [120/610] learning_rate: 0.040582 loss_vfl: 0.844870 loss_bbox: 0.393271 loss_dfl: 0.399112 loss: 1.638412 eta: 13:23:59 batch_cost: 0.9853 data_cost: 0.0004 ips: 48.7183 images/s [03/13 21:16:01] ppdet.engine INFO: Epoch: [219] [140/610] learning_rate: 0.040551 loss_vfl: 0.867967 loss_bbox: 0.370665 loss_dfl: 0.396039 loss: 1.653112 eta: 13:23:40 batch_cost: 0.9944 data_cost: 0.0004 ips: 48.2720 images/s [03/13 21:16:24] ppdet.engine INFO: Epoch: [219] [160/610] learning_rate: 0.040520 loss_vfl: 0.835212 loss_bbox: 0.379643 loss_dfl: 0.388635 loss: 1.590385 eta: 13:23:21 batch_cost: 1.0114 data_cost: 0.0004 ips: 47.4584 images/s [03/13 21:16:46] ppdet.engine INFO: Epoch: [219] [180/610] learning_rate: 0.040489 loss_vfl: 0.850053 loss_bbox: 0.403369 loss_dfl: 0.407093 loss: 1.654859 eta: 13:23:01 batch_cost: 1.0013 data_cost: 0.0004 ips: 47.9391 images/s [03/13 21:17:09] ppdet.engine INFO: Epoch: [219] [200/610] learning_rate: 0.040459 loss_vfl: 0.815039 loss_bbox: 0.359525 loss_dfl: 0.372854 loss: 1.529457 eta: 13:22:41 batch_cost: 0.9425 data_cost: 0.0006 ips: 50.9284 images/s [03/13 21:17:29] ppdet.engine INFO: Epoch: [219] [220/610] learning_rate: 0.040428 loss_vfl: 0.756637 loss_bbox: 0.338519 loss_dfl: 0.356617 loss: 1.455818 eta: 13:22:22 batch_cost: 0.9599 data_cost: 0.0004 ips: 50.0042 images/s [03/13 21:17:52] ppdet.engine INFO: Epoch: [219] [240/610] learning_rate: 0.040397 loss_vfl: 0.887941 loss_bbox: 0.379866 loss_dfl: 0.414282 loss: 1.696760 eta: 13:22:02 batch_cost: 0.9954 data_cost: 0.0009 ips: 48.2198 images/s [03/13 21:18:14] ppdet.engine INFO: Epoch: [219] [260/610] learning_rate: 0.040366 loss_vfl: 0.836531 loss_bbox: 0.356796 loss_dfl: 0.384358 loss: 1.564209 eta: 13:21:43 batch_cost: 0.9931 data_cost: 0.0004 ips: 48.3344 images/s [03/13 21:18:37] ppdet.engine INFO: Epoch: [219] [280/610] learning_rate: 0.040335 loss_vfl: 0.827470 loss_bbox: 0.393247 loss_dfl: 0.396537 loss: 1.603044 eta: 13:21:24 batch_cost: 1.0281 data_cost: 0.0008 ips: 46.6895 images/s [03/13 21:18:57] ppdet.engine INFO: Epoch: [219] [300/610] learning_rate: 0.040304 loss_vfl: 0.818747 loss_bbox: 0.358980 loss_dfl: 0.380932 loss: 1.554605 eta: 13:21:03 batch_cost: 0.9101 data_cost: 0.0004 ips: 52.7419 images/s [03/13 21:19:19] ppdet.engine INFO: Epoch: [219] [320/610] learning_rate: 0.040273 loss_vfl: 0.856425 loss_bbox: 0.372114 loss_dfl: 0.390290 loss: 1.609694 eta: 13:20:44 batch_cost: 1.0049 data_cost: 0.0004 ips: 47.7678 images/s [03/13 21:19:41] ppdet.engine INFO: Epoch: [219] [340/610] learning_rate: 0.040242 loss_vfl: 0.839511 loss_bbox: 0.376070 loss_dfl: 0.385719 loss: 1.594518 eta: 13:20:24 batch_cost: 0.9357 data_cost: 0.0004 ips: 51.3000 images/s [03/13 21:20:04] ppdet.engine INFO: Epoch: [219] [360/610] learning_rate: 0.040212 loss_vfl: 0.866711 loss_bbox: 0.402210 loss_dfl: 0.407894 loss: 1.668659 eta: 13:20:04 batch_cost: 0.9490 data_cost: 0.0005 ips: 50.5811 images/s [03/13 21:20:25] ppdet.engine INFO: Epoch: [219] [380/610] learning_rate: 0.040181 loss_vfl: 0.817524 loss_bbox: 0.367488 loss_dfl: 0.380632 loss: 1.549996 eta: 13:19:44 batch_cost: 0.9265 data_cost: 0.0004 ips: 51.8087 images/s [03/13 21:20:47] ppdet.engine INFO: Epoch: [219] [400/610] learning_rate: 0.040150 loss_vfl: 0.834564 loss_bbox: 0.374769 loss_dfl: 0.386655 loss: 1.591569 eta: 13:19:25 batch_cost: 1.0107 data_cost: 0.0004 ips: 47.4906 images/s [03/13 21:21:08] ppdet.engine INFO: Epoch: [219] [420/610] learning_rate: 0.040119 loss_vfl: 0.826096 loss_bbox: 0.372280 loss_dfl: 0.386296 loss: 1.575137 eta: 13:19:05 batch_cost: 0.9413 data_cost: 0.0004 ips: 50.9906 images/s [03/13 21:21:29] ppdet.engine INFO: Epoch: [219] [440/610] learning_rate: 0.040088 loss_vfl: 0.819764 loss_bbox: 0.376952 loss_dfl: 0.385354 loss: 1.592870 eta: 13:18:45 batch_cost: 0.9418 data_cost: 0.0009 ips: 50.9660 images/s [03/13 21:21:52] ppdet.engine INFO: Epoch: [219] [460/610] learning_rate: 0.040058 loss_vfl: 0.800782 loss_bbox: 0.361235 loss_dfl: 0.370286 loss: 1.525327 eta: 13:18:26 batch_cost: 0.9720 data_cost: 0.0004 ips: 49.3807 images/s [03/13 21:22:13] ppdet.engine INFO: Epoch: [219] [480/610] learning_rate: 0.040027 loss_vfl: 0.868903 loss_bbox: 0.381178 loss_dfl: 0.382947 loss: 1.626085 eta: 13:18:06 batch_cost: 1.0005 data_cost: 0.0004 ips: 47.9749 images/s [03/13 21:22:34] ppdet.engine INFO: Epoch: [219] [500/610] learning_rate: 0.039996 loss_vfl: 0.826929 loss_bbox: 0.381741 loss_dfl: 0.402396 loss: 1.606132 eta: 13:17:47 batch_cost: 0.9757 data_cost: 0.0004 ips: 49.1938 images/s [03/13 21:22:56] ppdet.engine INFO: Epoch: [219] [520/610] learning_rate: 0.039965 loss_vfl: 0.860797 loss_bbox: 0.384628 loss_dfl: 0.395973 loss: 1.665694 eta: 13:17:26 batch_cost: 0.8472 data_cost: 0.0016 ips: 56.6563 images/s [03/13 21:23:19] ppdet.engine INFO: Epoch: [219] [540/610] learning_rate: 0.039935 loss_vfl: 0.819927 loss_bbox: 0.364911 loss_dfl: 0.379427 loss: 1.557030 eta: 13:17:07 batch_cost: 1.0135 data_cost: 0.0004 ips: 47.3626 images/s [03/13 21:23:40] ppdet.engine INFO: Epoch: [219] [560/610] learning_rate: 0.039904 loss_vfl: 0.847173 loss_bbox: 0.360542 loss_dfl: 0.390238 loss: 1.612483 eta: 13:16:47 batch_cost: 0.9629 data_cost: 0.0004 ips: 49.8471 images/s [03/13 21:24:03] ppdet.engine INFO: Epoch: [219] [580/610] learning_rate: 0.039873 loss_vfl: 0.809500 loss_bbox: 0.389747 loss_dfl: 0.384617 loss: 1.603784 eta: 13:16:28 batch_cost: 1.0353 data_cost: 0.0021 ips: 46.3654 images/s [03/13 21:24:24] ppdet.engine INFO: Epoch: [219] [600/610] learning_rate: 0.039842 loss_vfl: 0.818935 loss_bbox: 0.373005 loss_dfl: 0.380430 loss: 1.560268 eta: 13:16:08 batch_cost: 0.9671 data_cost: 0.0005 ips: 49.6338 images/s [03/13 21:24:33] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 21:24:33] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 21:24:34] ppdet.engine INFO: Eval iter: 0 [03/13 21:24:57] ppdet.engine INFO: Eval iter: 100 [03/13 21:25:07] ppdet.engine INFO: Eval iter: 200 [03/13 21:25:17] ppdet.engine INFO: Eval iter: 300 [03/13 21:25:26] ppdet.engine INFO: Eval iter: 400 [03/13 21:25:36] ppdet.engine INFO: Eval iter: 500 [03/13 21:25:46] ppdet.engine INFO: Eval iter: 600 [03/13 21:26:01] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.59s) creating index... index created! [03/13 21:26:02] 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=63.47s). Accumulating evaluation results... DONE (t=12.10s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.375 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.534 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.398 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.156 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.406 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.315 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.501 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.263 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.773 [03/13 21:27:24] ppdet.engine INFO: Total sample number: 4952, averge FPS: 64.71924786227802 [03/13 21:27:24] ppdet.engine INFO: Best test bbox ap is 0.375. [03/13 21:27:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 21:27:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 21:27:25] ppdet.engine INFO: Epoch: [220] [ 0/610] learning_rate: 0.039827 loss_vfl: 0.818935 loss_bbox: 0.392038 loss_dfl: 0.383296 loss: 1.592980 eta: 13:15:57 batch_cost: 0.7049 data_cost: 0.0004 ips: 68.0954 images/s [03/13 21:27:48] ppdet.engine INFO: Epoch: [220] [ 20/610] learning_rate: 0.039796 loss_vfl: 0.839166 loss_bbox: 0.368641 loss_dfl: 0.377375 loss: 1.572905 eta: 13:15:36 batch_cost: 0.8638 data_cost: 0.0004 ips: 55.5716 images/s [03/13 21:28:10] ppdet.engine INFO: Epoch: [220] [ 40/610] learning_rate: 0.039766 loss_vfl: 0.863466 loss_bbox: 0.389576 loss_dfl: 0.401912 loss: 1.660647 eta: 13:15:17 batch_cost: 0.9935 data_cost: 0.0004 ips: 48.3118 images/s [03/13 21:28:32] ppdet.engine INFO: Epoch: [220] [ 60/610] learning_rate: 0.039735 loss_vfl: 0.786440 loss_bbox: 0.362734 loss_dfl: 0.367309 loss: 1.512194 eta: 13:14:57 batch_cost: 0.9335 data_cost: 0.0004 ips: 51.4184 images/s [03/13 21:28:54] ppdet.engine INFO: Epoch: [220] [ 80/610] learning_rate: 0.039704 loss_vfl: 0.846596 loss_bbox: 0.377073 loss_dfl: 0.380848 loss: 1.594013 eta: 13:14:37 batch_cost: 0.9816 data_cost: 0.0004 ips: 48.9007 images/s [03/13 21:29:16] ppdet.engine INFO: Epoch: [220] [100/610] learning_rate: 0.039674 loss_vfl: 0.843125 loss_bbox: 0.375278 loss_dfl: 0.381037 loss: 1.604826 eta: 13:14:17 batch_cost: 0.9196 data_cost: 0.0006 ips: 52.1981 images/s [03/13 21:29:38] ppdet.engine INFO: Epoch: [220] [120/610] learning_rate: 0.039643 loss_vfl: 0.754853 loss_bbox: 0.355604 loss_dfl: 0.364796 loss: 1.474616 eta: 13:13:57 batch_cost: 0.8568 data_cost: 0.0005 ips: 56.0250 images/s [03/13 21:29:59] ppdet.engine INFO: Epoch: [220] [140/610] learning_rate: 0.039612 loss_vfl: 0.855148 loss_bbox: 0.391994 loss_dfl: 0.405066 loss: 1.645555 eta: 13:13:37 batch_cost: 0.9409 data_cost: 0.0005 ips: 51.0174 images/s [03/13 21:30:21] ppdet.engine INFO: Epoch: [220] [160/610] learning_rate: 0.039582 loss_vfl: 0.792103 loss_bbox: 0.367708 loss_dfl: 0.371052 loss: 1.526783 eta: 13:13:18 batch_cost: 1.0154 data_cost: 0.0004 ips: 47.2718 images/s [03/13 21:30:44] ppdet.engine INFO: Epoch: [220] [180/610] learning_rate: 0.039551 loss_vfl: 0.881273 loss_bbox: 0.384172 loss_dfl: 0.397666 loss: 1.653123 eta: 13:12:59 batch_cost: 1.0319 data_cost: 0.0004 ips: 46.5181 images/s [03/13 21:31:06] ppdet.engine INFO: Epoch: [220] [200/610] learning_rate: 0.039520 loss_vfl: 0.822076 loss_bbox: 0.374429 loss_dfl: 0.378173 loss: 1.571286 eta: 13:12:39 batch_cost: 1.0000 data_cost: 0.0004 ips: 48.0002 images/s [03/13 21:31:30] ppdet.engine INFO: Epoch: [220] [220/610] learning_rate: 0.039490 loss_vfl: 0.830866 loss_bbox: 0.372974 loss_dfl: 0.385631 loss: 1.593834 eta: 13:12:20 batch_cost: 1.0234 data_cost: 0.0005 ips: 46.9013 images/s [03/13 21:31:52] ppdet.engine INFO: Epoch: [220] [240/610] learning_rate: 0.039459 loss_vfl: 0.851406 loss_bbox: 0.383368 loss_dfl: 0.393929 loss: 1.613732 eta: 13:12:01 batch_cost: 1.0062 data_cost: 0.0004 ips: 47.7063 images/s [03/13 21:32:15] ppdet.engine INFO: Epoch: [220] [260/610] learning_rate: 0.039429 loss_vfl: 0.848804 loss_bbox: 0.358860 loss_dfl: 0.387994 loss: 1.592128 eta: 13:11:41 batch_cost: 1.0394 data_cost: 0.0004 ips: 46.1797 images/s [03/13 21:32:37] ppdet.engine INFO: Epoch: [220] [280/610] learning_rate: 0.039398 loss_vfl: 0.799004 loss_bbox: 0.359298 loss_dfl: 0.365905 loss: 1.512251 eta: 13:11:22 batch_cost: 0.9619 data_cost: 0.0007 ips: 49.8997 images/s [03/13 21:32:58] ppdet.engine INFO: Epoch: [220] [300/610] learning_rate: 0.039368 loss_vfl: 0.786783 loss_bbox: 0.341847 loss_dfl: 0.359680 loss: 1.499533 eta: 13:11:02 batch_cost: 0.9575 data_cost: 0.0004 ips: 50.1298 images/s [03/13 21:33:21] ppdet.engine INFO: Epoch: [220] [320/610] learning_rate: 0.039337 loss_vfl: 0.826587 loss_bbox: 0.376674 loss_dfl: 0.387676 loss: 1.620942 eta: 13:10:43 batch_cost: 1.0101 data_cost: 0.0004 ips: 47.5187 images/s [03/13 21:33:43] ppdet.engine INFO: Epoch: [220] [340/610] learning_rate: 0.039306 loss_vfl: 0.813262 loss_bbox: 0.363176 loss_dfl: 0.378388 loss: 1.568182 eta: 13:10:23 batch_cost: 1.0014 data_cost: 0.0004 ips: 47.9333 images/s [03/13 21:34:05] ppdet.engine INFO: Epoch: [220] [360/610] learning_rate: 0.039276 loss_vfl: 0.882517 loss_bbox: 0.396297 loss_dfl: 0.395559 loss: 1.678302 eta: 13:10:04 batch_cost: 0.9812 data_cost: 0.0004 ips: 48.9184 images/s [03/13 21:34:27] ppdet.engine INFO: Epoch: [220] [380/610] learning_rate: 0.039245 loss_vfl: 0.827464 loss_bbox: 0.375484 loss_dfl: 0.387961 loss: 1.594773 eta: 13:09:44 batch_cost: 0.9664 data_cost: 0.0008 ips: 49.6674 images/s [03/13 21:34:50] ppdet.engine INFO: Epoch: [220] [400/610] learning_rate: 0.039215 loss_vfl: 0.845355 loss_bbox: 0.381740 loss_dfl: 0.397435 loss: 1.649608 eta: 13:09:24 batch_cost: 0.9562 data_cost: 0.0004 ips: 50.1972 images/s [03/13 21:35:11] ppdet.engine INFO: Epoch: [220] [420/610] learning_rate: 0.039184 loss_vfl: 0.846985 loss_bbox: 0.367489 loss_dfl: 0.386356 loss: 1.599474 eta: 13:09:04 batch_cost: 0.9447 data_cost: 0.0004 ips: 50.8118 images/s [03/13 21:35:34] ppdet.engine INFO: Epoch: [220] [440/610] learning_rate: 0.039154 loss_vfl: 0.862270 loss_bbox: 0.382980 loss_dfl: 0.396568 loss: 1.653010 eta: 13:08:45 batch_cost: 1.0340 data_cost: 0.0010 ips: 46.4235 images/s [03/13 21:35:56] ppdet.engine INFO: Epoch: [220] [460/610] learning_rate: 0.039123 loss_vfl: 0.795383 loss_bbox: 0.354564 loss_dfl: 0.374145 loss: 1.517979 eta: 13:08:26 batch_cost: 1.0096 data_cost: 0.0004 ips: 47.5432 images/s [03/13 21:36:17] ppdet.engine INFO: Epoch: [220] [480/610] learning_rate: 0.039093 loss_vfl: 0.809300 loss_bbox: 0.351884 loss_dfl: 0.392700 loss: 1.560982 eta: 13:08:06 batch_cost: 0.9215 data_cost: 0.0004 ips: 52.0907 images/s [03/13 21:36:39] ppdet.engine INFO: Epoch: [220] [500/610] learning_rate: 0.039062 loss_vfl: 0.787045 loss_bbox: 0.347324 loss_dfl: 0.354480 loss: 1.491366 eta: 13:07:46 batch_cost: 0.9761 data_cost: 0.0004 ips: 49.1769 images/s [03/13 21:37:00] ppdet.engine INFO: Epoch: [220] [520/610] learning_rate: 0.039032 loss_vfl: 0.802014 loss_bbox: 0.354566 loss_dfl: 0.366533 loss: 1.533988 eta: 13:07:26 batch_cost: 0.8819 data_cost: 0.0004 ips: 54.4268 images/s [03/13 21:37:23] ppdet.engine INFO: Epoch: [220] [540/610] learning_rate: 0.039001 loss_vfl: 0.835155 loss_bbox: 0.366471 loss_dfl: 0.388590 loss: 1.569054 eta: 13:07:07 batch_cost: 0.9895 data_cost: 0.0004 ips: 48.5097 images/s [03/13 21:37:44] ppdet.engine INFO: Epoch: [220] [560/610] learning_rate: 0.038971 loss_vfl: 0.831025 loss_bbox: 0.389447 loss_dfl: 0.390017 loss: 1.623108 eta: 13:06:46 batch_cost: 0.8936 data_cost: 0.0004 ips: 53.7126 images/s [03/13 21:38:05] ppdet.engine INFO: Epoch: [220] [580/610] learning_rate: 0.038941 loss_vfl: 0.821287 loss_bbox: 0.372520 loss_dfl: 0.371960 loss: 1.538211 eta: 13:06:27 batch_cost: 0.9432 data_cost: 0.0004 ips: 50.8895 images/s [03/13 21:38:27] ppdet.engine INFO: Epoch: [220] [600/610] learning_rate: 0.038910 loss_vfl: 0.832308 loss_bbox: 0.373128 loss_dfl: 0.379623 loss: 1.565728 eta: 13:06:07 batch_cost: 0.9995 data_cost: 0.0005 ips: 48.0253 images/s [03/13 21:38:48] ppdet.engine INFO: Epoch: [221] [ 0/610] learning_rate: 0.038895 loss_vfl: 0.837754 loss_bbox: 0.372108 loss_dfl: 0.393795 loss: 1.565983 eta: 13:06:00 batch_cost: 1.3201 data_cost: 0.4926 ips: 36.3603 images/s [03/13 21:39:12] ppdet.engine INFO: Epoch: [221] [ 20/610] learning_rate: 0.038865 loss_vfl: 0.815111 loss_bbox: 0.363537 loss_dfl: 0.368669 loss: 1.568851 eta: 13:05:41 batch_cost: 1.0322 data_cost: 0.0004 ips: 46.5034 images/s [03/13 21:39:33] ppdet.engine INFO: Epoch: [221] [ 40/610] learning_rate: 0.038834 loss_vfl: 0.810624 loss_bbox: 0.362443 loss_dfl: 0.377185 loss: 1.538805 eta: 13:05:21 batch_cost: 0.9419 data_cost: 0.0004 ips: 50.9618 images/s [03/13 21:39:56] ppdet.engine INFO: Epoch: [221] [ 60/610] learning_rate: 0.038804 loss_vfl: 0.826404 loss_bbox: 0.382515 loss_dfl: 0.387616 loss: 1.584279 eta: 13:05:02 batch_cost: 1.0239 data_cost: 0.0004 ips: 46.8804 images/s [03/13 21:40:18] ppdet.engine INFO: Epoch: [221] [ 80/610] learning_rate: 0.038773 loss_vfl: 0.860794 loss_bbox: 0.387515 loss_dfl: 0.396427 loss: 1.647866 eta: 13:04:42 batch_cost: 0.8805 data_cost: 0.0020 ips: 54.5152 images/s [03/13 21:40:40] ppdet.engine INFO: Epoch: [221] [100/610] learning_rate: 0.038743 loss_vfl: 0.821114 loss_bbox: 0.354440 loss_dfl: 0.381552 loss: 1.564086 eta: 13:04:22 batch_cost: 1.0105 data_cost: 0.0019 ips: 47.4996 images/s [03/13 21:41:02] ppdet.engine INFO: Epoch: [221] [120/610] learning_rate: 0.038713 loss_vfl: 0.784432 loss_bbox: 0.353071 loss_dfl: 0.364012 loss: 1.506229 eta: 13:04:02 batch_cost: 0.9508 data_cost: 0.0004 ips: 50.4825 images/s [03/13 21:41:24] ppdet.engine INFO: Epoch: [221] [140/610] learning_rate: 0.038682 loss_vfl: 0.802962 loss_bbox: 0.340665 loss_dfl: 0.372717 loss: 1.518148 eta: 13:03:43 batch_cost: 0.9875 data_cost: 0.0006 ips: 48.6073 images/s [03/13 21:41:47] ppdet.engine INFO: Epoch: [221] [160/610] learning_rate: 0.038652 loss_vfl: 0.869615 loss_bbox: 0.403075 loss_dfl: 0.405618 loss: 1.666566 eta: 13:03:24 batch_cost: 1.0325 data_cost: 0.0004 ips: 46.4894 images/s [03/13 21:42:09] ppdet.engine INFO: Epoch: [221] [180/610] learning_rate: 0.038622 loss_vfl: 0.880691 loss_bbox: 0.404150 loss_dfl: 0.411020 loss: 1.679926 eta: 13:03:04 batch_cost: 0.9273 data_cost: 0.0004 ips: 51.7657 images/s [03/13 21:42:30] ppdet.engine INFO: Epoch: [221] [200/610] learning_rate: 0.038591 loss_vfl: 0.810505 loss_bbox: 0.358188 loss_dfl: 0.384931 loss: 1.555524 eta: 13:02:44 batch_cost: 0.9784 data_cost: 0.0004 ips: 49.0620 images/s [03/13 21:42:52] ppdet.engine INFO: Epoch: [221] [220/610] learning_rate: 0.038561 loss_vfl: 0.845819 loss_bbox: 0.376166 loss_dfl: 0.387267 loss: 1.591610 eta: 13:02:24 batch_cost: 0.9453 data_cost: 0.0010 ips: 50.7772 images/s [03/13 21:43:14] ppdet.engine INFO: Epoch: [221] [240/610] learning_rate: 0.038531 loss_vfl: 0.758873 loss_bbox: 0.342845 loss_dfl: 0.356817 loss: 1.432698 eta: 13:02:05 batch_cost: 0.9652 data_cost: 0.0004 ips: 49.7317 images/s [03/13 21:43:35] ppdet.engine INFO: Epoch: [221] [260/610] learning_rate: 0.038500 loss_vfl: 0.838431 loss_bbox: 0.372678 loss_dfl: 0.402015 loss: 1.608389 eta: 13:01:45 batch_cost: 0.8924 data_cost: 0.0004 ips: 53.7846 images/s [03/13 21:43:57] ppdet.engine INFO: Epoch: [221] [280/610] learning_rate: 0.038470 loss_vfl: 0.896716 loss_bbox: 0.400442 loss_dfl: 0.427488 loss: 1.753956 eta: 13:01:25 batch_cost: 0.9392 data_cost: 0.0005 ips: 51.1076 images/s [03/13 21:44:19] ppdet.engine INFO: Epoch: [221] [300/610] learning_rate: 0.038440 loss_vfl: 0.849352 loss_bbox: 0.377123 loss_dfl: 0.396160 loss: 1.630589 eta: 13:01:05 batch_cost: 0.9633 data_cost: 0.0004 ips: 49.8294 images/s [03/13 21:44:41] ppdet.engine INFO: Epoch: [221] [320/610] learning_rate: 0.038410 loss_vfl: 0.853389 loss_bbox: 0.376692 loss_dfl: 0.392290 loss: 1.635501 eta: 13:00:45 batch_cost: 0.9594 data_cost: 0.0006 ips: 50.0320 images/s [03/13 21:45:03] ppdet.engine INFO: Epoch: [221] [340/610] learning_rate: 0.038379 loss_vfl: 0.821420 loss_bbox: 0.383618 loss_dfl: 0.397460 loss: 1.599080 eta: 13:00:26 batch_cost: 0.9920 data_cost: 0.0004 ips: 48.3847 images/s [03/13 21:45:26] ppdet.engine INFO: Epoch: [221] [360/610] learning_rate: 0.038349 loss_vfl: 0.877318 loss_bbox: 0.403454 loss_dfl: 0.406453 loss: 1.703703 eta: 13:00:07 batch_cost: 1.0270 data_cost: 0.0008 ips: 46.7360 images/s [03/13 21:45:47] ppdet.engine INFO: Epoch: [221] [380/610] learning_rate: 0.038319 loss_vfl: 0.834244 loss_bbox: 0.380338 loss_dfl: 0.394558 loss: 1.607108 eta: 12:59:47 batch_cost: 0.9245 data_cost: 0.0010 ips: 51.9173 images/s [03/13 21:46:08] ppdet.engine INFO: Epoch: [221] [400/610] learning_rate: 0.038289 loss_vfl: 0.801431 loss_bbox: 0.351593 loss_dfl: 0.387666 loss: 1.526164 eta: 12:59:27 batch_cost: 0.9652 data_cost: 0.0004 ips: 49.7292 images/s [03/13 21:46:29] ppdet.engine INFO: Epoch: [221] [420/610] learning_rate: 0.038258 loss_vfl: 0.887653 loss_bbox: 0.389792 loss_dfl: 0.398713 loss: 1.669544 eta: 12:59:07 batch_cost: 0.9515 data_cost: 0.0004 ips: 50.4464 images/s [03/13 21:46:50] ppdet.engine INFO: Epoch: [221] [440/610] learning_rate: 0.038228 loss_vfl: 0.807999 loss_bbox: 0.355697 loss_dfl: 0.384844 loss: 1.558699 eta: 12:58:47 batch_cost: 0.9186 data_cost: 0.0004 ips: 52.2506 images/s [03/13 21:47:12] ppdet.engine INFO: Epoch: [221] [460/610] learning_rate: 0.038198 loss_vfl: 0.813775 loss_bbox: 0.351445 loss_dfl: 0.365869 loss: 1.514004 eta: 12:58:27 batch_cost: 0.9549 data_cost: 0.0015 ips: 50.2668 images/s [03/13 21:47:34] ppdet.engine INFO: Epoch: [221] [480/610] learning_rate: 0.038168 loss_vfl: 0.854268 loss_bbox: 0.402813 loss_dfl: 0.407474 loss: 1.671769 eta: 12:58:08 batch_cost: 0.9757 data_cost: 0.0004 ips: 49.1956 images/s [03/13 21:47:57] ppdet.engine INFO: Epoch: [221] [500/610] learning_rate: 0.038138 loss_vfl: 0.754558 loss_bbox: 0.330038 loss_dfl: 0.352498 loss: 1.443670 eta: 12:57:49 batch_cost: 1.0336 data_cost: 0.0012 ips: 46.4383 images/s [03/13 21:48:18] ppdet.engine INFO: Epoch: [221] [520/610] learning_rate: 0.038107 loss_vfl: 0.787078 loss_bbox: 0.351885 loss_dfl: 0.362514 loss: 1.502821 eta: 12:57:29 batch_cost: 0.9751 data_cost: 0.0004 ips: 49.2248 images/s [03/13 21:48:39] ppdet.engine INFO: Epoch: [221] [540/610] learning_rate: 0.038077 loss_vfl: 0.821375 loss_bbox: 0.356776 loss_dfl: 0.372262 loss: 1.547620 eta: 12:57:09 batch_cost: 0.8927 data_cost: 0.0007 ips: 53.7718 images/s [03/13 21:49:00] ppdet.engine INFO: Epoch: [221] [560/610] learning_rate: 0.038047 loss_vfl: 0.862328 loss_bbox: 0.372672 loss_dfl: 0.396237 loss: 1.620284 eta: 12:56:49 batch_cost: 0.9154 data_cost: 0.0004 ips: 52.4383 images/s [03/13 21:49:22] ppdet.engine INFO: Epoch: [221] [580/610] learning_rate: 0.038017 loss_vfl: 0.842258 loss_bbox: 0.386392 loss_dfl: 0.388074 loss: 1.612366 eta: 12:56:29 batch_cost: 0.9775 data_cost: 0.0008 ips: 49.1047 images/s [03/13 21:49:43] ppdet.engine INFO: Epoch: [221] [600/610] learning_rate: 0.037987 loss_vfl: 0.832217 loss_bbox: 0.365719 loss_dfl: 0.381860 loss: 1.580648 eta: 12:56:10 batch_cost: 0.9659 data_cost: 0.0006 ips: 49.6932 images/s [03/13 21:50:04] ppdet.engine INFO: Epoch: [222] [ 0/610] learning_rate: 0.037972 loss_vfl: 0.845571 loss_bbox: 0.367373 loss_dfl: 0.385185 loss: 1.624168 eta: 12:56:03 batch_cost: 1.3304 data_cost: 0.4927 ips: 36.0806 images/s [03/13 21:50:30] ppdet.engine INFO: Epoch: [222] [ 20/610] learning_rate: 0.037942 loss_vfl: 0.859299 loss_bbox: 0.401925 loss_dfl: 0.404324 loss: 1.667828 eta: 12:55:44 batch_cost: 1.1290 data_cost: 0.0004 ips: 42.5137 images/s [03/13 21:50:52] ppdet.engine INFO: Epoch: [222] [ 40/610] learning_rate: 0.037912 loss_vfl: 0.853917 loss_bbox: 0.381752 loss_dfl: 0.395191 loss: 1.632521 eta: 12:55:24 batch_cost: 0.9596 data_cost: 0.0004 ips: 50.0205 images/s [03/13 21:51:14] ppdet.engine INFO: Epoch: [222] [ 60/610] learning_rate: 0.037881 loss_vfl: 0.811810 loss_bbox: 0.371168 loss_dfl: 0.388662 loss: 1.587485 eta: 12:55:04 batch_cost: 0.9207 data_cost: 0.0005 ips: 52.1361 images/s [03/13 21:51:33] ppdet.engine INFO: Epoch: [222] [ 80/610] learning_rate: 0.037851 loss_vfl: 0.873219 loss_bbox: 0.374658 loss_dfl: 0.409220 loss: 1.653560 eta: 12:54:44 batch_cost: 0.8509 data_cost: 0.0007 ips: 56.4101 images/s [03/13 21:51:56] ppdet.engine INFO: Epoch: [222] [100/610] learning_rate: 0.037821 loss_vfl: 0.838469 loss_bbox: 0.368645 loss_dfl: 0.392164 loss: 1.612542 eta: 12:54:24 batch_cost: 0.9891 data_cost: 0.0008 ips: 48.5290 images/s [03/13 21:52:18] ppdet.engine INFO: Epoch: [222] [120/610] learning_rate: 0.037791 loss_vfl: 0.821086 loss_bbox: 0.360887 loss_dfl: 0.388182 loss: 1.570156 eta: 12:54:05 batch_cost: 0.9804 data_cost: 0.0004 ips: 48.9601 images/s [03/13 21:52:38] ppdet.engine INFO: Epoch: [222] [140/610] learning_rate: 0.037761 loss_vfl: 0.783263 loss_bbox: 0.356993 loss_dfl: 0.377068 loss: 1.530758 eta: 12:53:45 batch_cost: 0.9555 data_cost: 0.0004 ips: 50.2372 images/s [03/13 21:53:00] ppdet.engine INFO: Epoch: [222] [160/610] learning_rate: 0.037731 loss_vfl: 0.811570 loss_bbox: 0.354875 loss_dfl: 0.363673 loss: 1.532856 eta: 12:53:25 batch_cost: 0.9416 data_cost: 0.0004 ips: 50.9755 images/s [03/13 21:53:21] ppdet.engine INFO: Epoch: [222] [180/610] learning_rate: 0.037701 loss_vfl: 0.854100 loss_bbox: 0.377660 loss_dfl: 0.394621 loss: 1.645491 eta: 12:53:05 batch_cost: 0.9461 data_cost: 0.0004 ips: 50.7329 images/s [03/13 21:53:43] ppdet.engine INFO: Epoch: [222] [200/610] learning_rate: 0.037671 loss_vfl: 0.856990 loss_bbox: 0.389759 loss_dfl: 0.387342 loss: 1.634090 eta: 12:52:45 batch_cost: 0.9120 data_cost: 0.0004 ips: 52.6308 images/s [03/13 21:54:05] ppdet.engine INFO: Epoch: [222] [220/610] learning_rate: 0.037641 loss_vfl: 0.829960 loss_bbox: 0.376387 loss_dfl: 0.388924 loss: 1.599915 eta: 12:52:26 batch_cost: 0.9875 data_cost: 0.0010 ips: 48.6084 images/s [03/13 21:54:27] ppdet.engine INFO: Epoch: [222] [240/610] learning_rate: 0.037611 loss_vfl: 0.886141 loss_bbox: 0.383469 loss_dfl: 0.382875 loss: 1.637585 eta: 12:52:06 batch_cost: 0.9831 data_cost: 0.0004 ips: 48.8252 images/s [03/13 21:54:49] ppdet.engine INFO: Epoch: [222] [260/610] learning_rate: 0.037581 loss_vfl: 0.801257 loss_bbox: 0.348839 loss_dfl: 0.372545 loss: 1.533984 eta: 12:51:47 batch_cost: 0.9499 data_cost: 0.0068 ips: 50.5294 images/s [03/13 21:55:12] ppdet.engine INFO: Epoch: [222] [280/610] learning_rate: 0.037551 loss_vfl: 0.844724 loss_bbox: 0.358008 loss_dfl: 0.381433 loss: 1.593169 eta: 12:51:27 batch_cost: 1.0233 data_cost: 0.0004 ips: 46.9079 images/s [03/13 21:55:33] ppdet.engine INFO: Epoch: [222] [300/610] learning_rate: 0.037521 loss_vfl: 0.825393 loss_bbox: 0.372161 loss_dfl: 0.383140 loss: 1.577168 eta: 12:51:07 batch_cost: 0.9194 data_cost: 0.0004 ips: 52.2060 images/s [03/13 21:55:56] ppdet.engine INFO: Epoch: [222] [320/610] learning_rate: 0.037491 loss_vfl: 0.842790 loss_bbox: 0.388039 loss_dfl: 0.396380 loss: 1.626682 eta: 12:50:48 batch_cost: 0.9703 data_cost: 0.0004 ips: 49.4717 images/s [03/13 21:56:18] ppdet.engine INFO: Epoch: [222] [340/610] learning_rate: 0.037461 loss_vfl: 0.837838 loss_bbox: 0.365439 loss_dfl: 0.383171 loss: 1.588990 eta: 12:50:28 batch_cost: 0.9786 data_cost: 0.0004 ips: 49.0498 images/s [03/13 21:56:40] ppdet.engine INFO: Epoch: [222] [360/610] learning_rate: 0.037431 loss_vfl: 0.819355 loss_bbox: 0.368604 loss_dfl: 0.385753 loss: 1.576043 eta: 12:50:08 batch_cost: 0.9520 data_cost: 0.0004 ips: 50.4175 images/s [03/13 21:57:02] ppdet.engine INFO: Epoch: [222] [380/610] learning_rate: 0.037401 loss_vfl: 0.811762 loss_bbox: 0.375067 loss_dfl: 0.382158 loss: 1.562181 eta: 12:49:49 batch_cost: 0.9991 data_cost: 0.0004 ips: 48.0427 images/s [03/13 21:57:24] ppdet.engine INFO: Epoch: [222] [400/610] learning_rate: 0.037371 loss_vfl: 0.825898 loss_bbox: 0.380491 loss_dfl: 0.391209 loss: 1.591438 eta: 12:49:30 batch_cost: 1.0204 data_cost: 0.0004 ips: 47.0386 images/s [03/13 21:57:46] ppdet.engine INFO: Epoch: [222] [420/610] learning_rate: 0.037341 loss_vfl: 0.848106 loss_bbox: 0.386420 loss_dfl: 0.391003 loss: 1.633874 eta: 12:49:10 batch_cost: 1.0117 data_cost: 0.0004 ips: 47.4454 images/s [03/13 21:58:07] ppdet.engine INFO: Epoch: [222] [440/610] learning_rate: 0.037311 loss_vfl: 0.877501 loss_bbox: 0.395407 loss_dfl: 0.403796 loss: 1.670976 eta: 12:48:50 batch_cost: 0.8678 data_cost: 0.0004 ips: 55.3136 images/s [03/13 21:58:28] ppdet.engine INFO: Epoch: [222] [460/610] learning_rate: 0.037282 loss_vfl: 0.810428 loss_bbox: 0.365215 loss_dfl: 0.396090 loss: 1.550104 eta: 12:48:30 batch_cost: 0.9295 data_cost: 0.0004 ips: 51.6411 images/s [03/13 21:58:50] ppdet.engine INFO: Epoch: [222] [480/610] learning_rate: 0.037252 loss_vfl: 0.811153 loss_bbox: 0.359422 loss_dfl: 0.376736 loss: 1.548123 eta: 12:48:10 batch_cost: 0.9802 data_cost: 0.0004 ips: 48.9697 images/s [03/13 21:59:11] ppdet.engine INFO: Epoch: [222] [500/610] learning_rate: 0.037222 loss_vfl: 0.835532 loss_bbox: 0.378062 loss_dfl: 0.396236 loss: 1.608666 eta: 12:47:51 batch_cost: 0.9256 data_cost: 0.0004 ips: 51.8564 images/s [03/13 21:59:33] ppdet.engine INFO: Epoch: [222] [520/610] learning_rate: 0.037192 loss_vfl: 0.804698 loss_bbox: 0.361686 loss_dfl: 0.371548 loss: 1.529790 eta: 12:47:31 batch_cost: 0.9908 data_cost: 0.0004 ips: 48.4439 images/s [03/13 21:59:56] ppdet.engine INFO: Epoch: [222] [540/610] learning_rate: 0.037162 loss_vfl: 0.865292 loss_bbox: 0.388536 loss_dfl: 0.394849 loss: 1.638980 eta: 12:47:12 batch_cost: 1.0032 data_cost: 0.0004 ips: 47.8447 images/s [03/13 22:00:18] ppdet.engine INFO: Epoch: [222] [560/610] learning_rate: 0.037132 loss_vfl: 0.801900 loss_bbox: 0.369662 loss_dfl: 0.372025 loss: 1.536682 eta: 12:46:52 batch_cost: 1.0154 data_cost: 0.0037 ips: 47.2736 images/s [03/13 22:00:39] ppdet.engine INFO: Epoch: [222] [580/610] learning_rate: 0.037102 loss_vfl: 0.828713 loss_bbox: 0.361379 loss_dfl: 0.378788 loss: 1.595840 eta: 12:46:33 batch_cost: 0.9594 data_cost: 0.0004 ips: 50.0310 images/s [03/13 22:01:01] ppdet.engine INFO: Epoch: [222] [600/610] learning_rate: 0.037072 loss_vfl: 0.795183 loss_bbox: 0.336751 loss_dfl: 0.353695 loss: 1.463009 eta: 12:46:13 batch_cost: 0.9770 data_cost: 0.0005 ips: 49.1311 images/s [03/13 22:01:23] ppdet.engine INFO: Epoch: [223] [ 0/610] learning_rate: 0.037058 loss_vfl: 0.797931 loss_bbox: 0.349092 loss_dfl: 0.371013 loss: 1.500149 eta: 12:46:06 batch_cost: 1.3517 data_cost: 0.5324 ips: 35.5103 images/s [03/13 22:01:49] ppdet.engine INFO: Epoch: [223] [ 20/610] learning_rate: 0.037028 loss_vfl: 0.792465 loss_bbox: 0.365867 loss_dfl: 0.373336 loss: 1.550000 eta: 12:45:48 batch_cost: 1.1549 data_cost: 0.0004 ips: 41.5634 images/s [03/13 22:02:10] ppdet.engine INFO: Epoch: [223] [ 40/610] learning_rate: 0.036998 loss_vfl: 0.842107 loss_bbox: 0.377215 loss_dfl: 0.398736 loss: 1.626369 eta: 12:45:28 batch_cost: 1.0114 data_cost: 0.0005 ips: 47.4579 images/s [03/13 22:02:32] ppdet.engine INFO: Epoch: [223] [ 60/610] learning_rate: 0.036968 loss_vfl: 0.835486 loss_bbox: 0.372678 loss_dfl: 0.382837 loss: 1.590516 eta: 12:45:08 batch_cost: 0.9458 data_cost: 0.0004 ips: 50.7501 images/s [03/13 22:02:54] ppdet.engine INFO: Epoch: [223] [ 80/610] learning_rate: 0.036938 loss_vfl: 0.831905 loss_bbox: 0.383137 loss_dfl: 0.396017 loss: 1.613828 eta: 12:44:49 batch_cost: 0.9408 data_cost: 0.0004 ips: 51.0204 images/s [03/13 22:03:16] ppdet.engine INFO: Epoch: [223] [100/610] learning_rate: 0.036909 loss_vfl: 0.818235 loss_bbox: 0.369507 loss_dfl: 0.385546 loss: 1.588748 eta: 12:44:29 batch_cost: 0.9488 data_cost: 0.0004 ips: 50.5893 images/s [03/13 22:03:38] ppdet.engine INFO: Epoch: [223] [120/610] learning_rate: 0.036879 loss_vfl: 0.855857 loss_bbox: 0.382612 loss_dfl: 0.395181 loss: 1.638684 eta: 12:44:09 batch_cost: 0.9882 data_cost: 0.0011 ips: 48.5727 images/s [03/13 22:04:01] ppdet.engine INFO: Epoch: [223] [140/610] learning_rate: 0.036849 loss_vfl: 0.847367 loss_bbox: 0.357584 loss_dfl: 0.388949 loss: 1.593899 eta: 12:43:50 batch_cost: 1.0753 data_cost: 0.0004 ips: 44.6377 images/s [03/13 22:04:23] ppdet.engine INFO: Epoch: [223] [160/610] learning_rate: 0.036819 loss_vfl: 0.852193 loss_bbox: 0.384517 loss_dfl: 0.397163 loss: 1.648388 eta: 12:43:31 batch_cost: 0.9456 data_cost: 0.0009 ips: 50.7593 images/s [03/13 22:04:44] ppdet.engine INFO: Epoch: [223] [180/610] learning_rate: 0.036790 loss_vfl: 0.814961 loss_bbox: 0.373227 loss_dfl: 0.385714 loss: 1.577403 eta: 12:43:11 batch_cost: 0.9266 data_cost: 0.0004 ips: 51.8019 images/s [03/13 22:05:05] ppdet.engine INFO: Epoch: [223] [200/610] learning_rate: 0.036760 loss_vfl: 0.852901 loss_bbox: 0.389827 loss_dfl: 0.401010 loss: 1.642449 eta: 12:42:51 batch_cost: 0.8929 data_cost: 0.0006 ips: 53.7561 images/s [03/13 22:05:27] ppdet.engine INFO: Epoch: [223] [220/610] learning_rate: 0.036730 loss_vfl: 0.788487 loss_bbox: 0.336313 loss_dfl: 0.365817 loss: 1.494120 eta: 12:42:31 batch_cost: 0.9982 data_cost: 0.0005 ips: 48.0871 images/s [03/13 22:05:49] ppdet.engine INFO: Epoch: [223] [240/610] learning_rate: 0.036700 loss_vfl: 0.826889 loss_bbox: 0.374488 loss_dfl: 0.397367 loss: 1.573565 eta: 12:42:11 batch_cost: 0.9384 data_cost: 0.0004 ips: 51.1490 images/s [03/13 22:06:11] ppdet.engine INFO: Epoch: [223] [260/610] learning_rate: 0.036671 loss_vfl: 0.854864 loss_bbox: 0.397319 loss_dfl: 0.407778 loss: 1.637105 eta: 12:41:51 batch_cost: 0.9003 data_cost: 0.0005 ips: 53.3144 images/s [03/13 22:06:32] ppdet.engine INFO: Epoch: [223] [280/610] learning_rate: 0.036641 loss_vfl: 0.857138 loss_bbox: 0.381268 loss_dfl: 0.405322 loss: 1.655204 eta: 12:41:31 batch_cost: 0.8721 data_cost: 0.0005 ips: 55.0384 images/s [03/13 22:06:55] ppdet.engine INFO: Epoch: [223] [300/610] learning_rate: 0.036611 loss_vfl: 0.823709 loss_bbox: 0.379411 loss_dfl: 0.380377 loss: 1.572876 eta: 12:41:12 batch_cost: 1.0171 data_cost: 0.0008 ips: 47.1929 images/s [03/13 22:07:16] ppdet.engine INFO: Epoch: [223] [320/610] learning_rate: 0.036582 loss_vfl: 0.830715 loss_bbox: 0.370538 loss_dfl: 0.398734 loss: 1.600958 eta: 12:40:52 batch_cost: 0.9859 data_cost: 0.0005 ips: 48.6872 images/s [03/13 22:07:39] ppdet.engine INFO: Epoch: [223] [340/610] learning_rate: 0.036552 loss_vfl: 0.827398 loss_bbox: 0.361312 loss_dfl: 0.375700 loss: 1.569747 eta: 12:40:32 batch_cost: 0.9099 data_cost: 0.0006 ips: 52.7548 images/s [03/13 22:08:01] ppdet.engine INFO: Epoch: [223] [360/610] learning_rate: 0.036522 loss_vfl: 0.800840 loss_bbox: 0.387846 loss_dfl: 0.390424 loss: 1.578909 eta: 12:40:12 batch_cost: 0.9912 data_cost: 0.0004 ips: 48.4247 images/s [03/13 22:08:23] ppdet.engine INFO: Epoch: [223] [380/610] learning_rate: 0.036493 loss_vfl: 0.840299 loss_bbox: 0.375253 loss_dfl: 0.386564 loss: 1.601949 eta: 12:39:53 batch_cost: 0.9673 data_cost: 0.0004 ips: 49.6210 images/s [03/13 22:08:45] ppdet.engine INFO: Epoch: [223] [400/610] learning_rate: 0.036463 loss_vfl: 0.843381 loss_bbox: 0.386738 loss_dfl: 0.396825 loss: 1.627533 eta: 12:39:33 batch_cost: 0.9910 data_cost: 0.0004 ips: 48.4344 images/s [03/13 22:09:06] ppdet.engine INFO: Epoch: [223] [420/610] learning_rate: 0.036433 loss_vfl: 0.890428 loss_bbox: 0.411562 loss_dfl: 0.423237 loss: 1.748411 eta: 12:39:14 batch_cost: 0.9757 data_cost: 0.0004 ips: 49.1966 images/s [03/13 22:09:28] ppdet.engine INFO: Epoch: [223] [440/610] learning_rate: 0.036404 loss_vfl: 0.848105 loss_bbox: 0.389978 loss_dfl: 0.399506 loss: 1.636770 eta: 12:38:54 batch_cost: 0.9628 data_cost: 0.0011 ips: 49.8556 images/s [03/13 22:09:50] ppdet.engine INFO: Epoch: [223] [460/610] learning_rate: 0.036374 loss_vfl: 0.865821 loss_bbox: 0.394004 loss_dfl: 0.417241 loss: 1.679507 eta: 12:38:35 batch_cost: 0.9825 data_cost: 0.0004 ips: 48.8549 images/s [03/13 22:10:12] ppdet.engine INFO: Epoch: [223] [480/610] learning_rate: 0.036345 loss_vfl: 0.800981 loss_bbox: 0.366456 loss_dfl: 0.374434 loss: 1.555202 eta: 12:38:14 batch_cost: 0.9074 data_cost: 0.0004 ips: 52.8992 images/s [03/13 22:10:33] ppdet.engine INFO: Epoch: [223] [500/610] learning_rate: 0.036315 loss_vfl: 0.845088 loss_bbox: 0.378843 loss_dfl: 0.394356 loss: 1.630972 eta: 12:37:55 batch_cost: 1.0007 data_cost: 0.0004 ips: 47.9649 images/s [03/13 22:10:54] ppdet.engine INFO: Epoch: [223] [520/610] learning_rate: 0.036285 loss_vfl: 0.803326 loss_bbox: 0.363152 loss_dfl: 0.373102 loss: 1.523016 eta: 12:37:36 batch_cost: 0.9836 data_cost: 0.0004 ips: 48.8028 images/s [03/13 22:11:16] ppdet.engine INFO: Epoch: [223] [540/610] learning_rate: 0.036256 loss_vfl: 0.820096 loss_bbox: 0.358886 loss_dfl: 0.379099 loss: 1.574459 eta: 12:37:16 batch_cost: 0.9278 data_cost: 0.0004 ips: 51.7335 images/s [03/13 22:11:38] ppdet.engine INFO: Epoch: [223] [560/610] learning_rate: 0.036226 loss_vfl: 0.865884 loss_bbox: 0.389202 loss_dfl: 0.402661 loss: 1.649773 eta: 12:36:56 batch_cost: 0.9507 data_cost: 0.0004 ips: 50.4888 images/s [03/13 22:12:00] ppdet.engine INFO: Epoch: [223] [580/610] learning_rate: 0.036197 loss_vfl: 0.834632 loss_bbox: 0.357015 loss_dfl: 0.388333 loss: 1.606427 eta: 12:36:37 batch_cost: 1.0341 data_cost: 0.0004 ips: 46.4150 images/s [03/13 22:12:21] ppdet.engine INFO: Epoch: [223] [600/610] learning_rate: 0.036167 loss_vfl: 0.793142 loss_bbox: 0.349570 loss_dfl: 0.373326 loss: 1.512865 eta: 12:36:16 batch_cost: 0.8934 data_cost: 0.0005 ips: 53.7293 images/s [03/13 22:12:43] ppdet.engine INFO: Epoch: [224] [ 0/610] learning_rate: 0.036153 loss_vfl: 0.840209 loss_bbox: 0.372893 loss_dfl: 0.390344 loss: 1.598060 eta: 12:36:09 batch_cost: 1.2762 data_cost: 0.4242 ips: 37.6109 images/s [03/13 22:13:08] ppdet.engine INFO: Epoch: [224] [ 20/610] learning_rate: 0.036123 loss_vfl: 0.826310 loss_bbox: 0.374809 loss_dfl: 0.384785 loss: 1.592253 eta: 12:35:50 batch_cost: 1.0941 data_cost: 0.0005 ips: 43.8721 images/s [03/13 22:13:30] ppdet.engine INFO: Epoch: [224] [ 40/610] learning_rate: 0.036093 loss_vfl: 0.834100 loss_bbox: 0.382577 loss_dfl: 0.384573 loss: 1.571744 eta: 12:35:30 batch_cost: 0.9529 data_cost: 0.0004 ips: 50.3715 images/s [03/13 22:13:51] ppdet.engine INFO: Epoch: [224] [ 60/610] learning_rate: 0.036064 loss_vfl: 0.837778 loss_bbox: 0.365946 loss_dfl: 0.383868 loss: 1.591420 eta: 12:35:11 batch_cost: 0.9688 data_cost: 0.0004 ips: 49.5438 images/s [03/13 22:14:13] ppdet.engine INFO: Epoch: [224] [ 80/610] learning_rate: 0.036035 loss_vfl: 0.832330 loss_bbox: 0.370792 loss_dfl: 0.389261 loss: 1.583584 eta: 12:34:51 batch_cost: 1.0139 data_cost: 0.0004 ips: 47.3400 images/s [03/13 22:14:34] ppdet.engine INFO: Epoch: [224] [100/610] learning_rate: 0.036005 loss_vfl: 0.765666 loss_bbox: 0.335831 loss_dfl: 0.358995 loss: 1.465733 eta: 12:34:31 batch_cost: 0.9061 data_cost: 0.0004 ips: 52.9738 images/s [03/13 22:14:56] ppdet.engine INFO: Epoch: [224] [120/610] learning_rate: 0.035976 loss_vfl: 0.847680 loss_bbox: 0.385499 loss_dfl: 0.409408 loss: 1.645154 eta: 12:34:11 batch_cost: 0.8832 data_cost: 0.0005 ips: 54.3483 images/s [03/13 22:15:17] ppdet.engine INFO: Epoch: [224] [140/610] learning_rate: 0.035946 loss_vfl: 0.836011 loss_bbox: 0.385266 loss_dfl: 0.380692 loss: 1.582927 eta: 12:33:51 batch_cost: 0.8840 data_cost: 0.0006 ips: 54.3000 images/s [03/13 22:15:39] ppdet.engine INFO: Epoch: [224] [160/610] learning_rate: 0.035917 loss_vfl: 0.798321 loss_bbox: 0.355548 loss_dfl: 0.364905 loss: 1.520484 eta: 12:33:32 batch_cost: 1.0014 data_cost: 0.0004 ips: 47.9328 images/s [03/13 22:16:01] ppdet.engine INFO: Epoch: [224] [180/610] learning_rate: 0.035887 loss_vfl: 0.797124 loss_bbox: 0.363130 loss_dfl: 0.372581 loss: 1.528607 eta: 12:33:12 batch_cost: 1.0155 data_cost: 0.0004 ips: 47.2651 images/s [03/13 22:16:23] ppdet.engine INFO: Epoch: [224] [200/610] learning_rate: 0.035858 loss_vfl: 0.832223 loss_bbox: 0.373571 loss_dfl: 0.392257 loss: 1.586127 eta: 12:32:52 batch_cost: 0.9346 data_cost: 0.0004 ips: 51.3587 images/s [03/13 22:16:45] ppdet.engine INFO: Epoch: [224] [220/610] learning_rate: 0.035828 loss_vfl: 0.796671 loss_bbox: 0.353949 loss_dfl: 0.372256 loss: 1.524461 eta: 12:32:33 batch_cost: 1.0480 data_cost: 0.0010 ips: 45.7997 images/s [03/13 22:17:07] ppdet.engine INFO: Epoch: [224] [240/610] learning_rate: 0.035799 loss_vfl: 0.762090 loss_bbox: 0.318668 loss_dfl: 0.360535 loss: 1.446065 eta: 12:32:14 batch_cost: 0.9758 data_cost: 0.0004 ips: 49.1886 images/s [03/13 22:17:28] ppdet.engine INFO: Epoch: [224] [260/610] learning_rate: 0.035770 loss_vfl: 0.790476 loss_bbox: 0.356034 loss_dfl: 0.359192 loss: 1.522414 eta: 12:31:54 batch_cost: 0.9352 data_cost: 0.0004 ips: 51.3273 images/s [03/13 22:17:51] ppdet.engine INFO: Epoch: [224] [280/610] learning_rate: 0.035740 loss_vfl: 0.818322 loss_bbox: 0.387735 loss_dfl: 0.392426 loss: 1.590840 eta: 12:31:34 batch_cost: 1.0241 data_cost: 0.0007 ips: 46.8689 images/s [03/13 22:18:13] ppdet.engine INFO: Epoch: [224] [300/610] learning_rate: 0.035711 loss_vfl: 0.786776 loss_bbox: 0.359380 loss_dfl: 0.367566 loss: 1.519168 eta: 12:31:15 batch_cost: 0.9697 data_cost: 0.0004 ips: 49.5021 images/s [03/13 22:18:34] ppdet.engine INFO: Epoch: [224] [320/610] learning_rate: 0.035681 loss_vfl: 0.833697 loss_bbox: 0.390955 loss_dfl: 0.389040 loss: 1.609371 eta: 12:30:55 batch_cost: 0.9108 data_cost: 0.0005 ips: 52.6981 images/s [03/13 22:18:56] ppdet.engine INFO: Epoch: [224] [340/610] learning_rate: 0.035652 loss_vfl: 0.844252 loss_bbox: 0.383502 loss_dfl: 0.396350 loss: 1.626002 eta: 12:30:35 batch_cost: 0.9824 data_cost: 0.0004 ips: 48.8582 images/s [03/13 22:19:18] ppdet.engine INFO: Epoch: [224] [360/610] learning_rate: 0.035623 loss_vfl: 0.786212 loss_bbox: 0.345080 loss_dfl: 0.372366 loss: 1.506003 eta: 12:30:15 batch_cost: 0.9400 data_cost: 0.0004 ips: 51.0628 images/s [03/13 22:19:39] ppdet.engine INFO: Epoch: [224] [380/610] learning_rate: 0.035593 loss_vfl: 0.790029 loss_bbox: 0.350156 loss_dfl: 0.364786 loss: 1.502909 eta: 12:29:56 batch_cost: 0.9397 data_cost: 0.0004 ips: 51.0791 images/s [03/13 22:20:01] ppdet.engine INFO: Epoch: [224] [400/610] learning_rate: 0.035564 loss_vfl: 0.847285 loss_bbox: 0.389455 loss_dfl: 0.393465 loss: 1.621640 eta: 12:29:36 batch_cost: 0.9250 data_cost: 0.0004 ips: 51.8903 images/s [03/13 22:20:22] ppdet.engine INFO: Epoch: [224] [420/610] learning_rate: 0.035535 loss_vfl: 0.788499 loss_bbox: 0.336833 loss_dfl: 0.358917 loss: 1.482970 eta: 12:29:16 batch_cost: 0.9427 data_cost: 0.0004 ips: 50.9200 images/s [03/13 22:20:43] ppdet.engine INFO: Epoch: [224] [440/610] learning_rate: 0.035505 loss_vfl: 0.817764 loss_bbox: 0.365093 loss_dfl: 0.379671 loss: 1.554083 eta: 12:28:56 batch_cost: 0.9437 data_cost: 0.0004 ips: 50.8632 images/s [03/13 22:21:05] ppdet.engine INFO: Epoch: [224] [460/610] learning_rate: 0.035476 loss_vfl: 0.857588 loss_bbox: 0.384430 loss_dfl: 0.404048 loss: 1.659604 eta: 12:28:37 batch_cost: 1.0067 data_cost: 0.0004 ips: 47.6820 images/s [03/13 22:21:26] ppdet.engine INFO: Epoch: [224] [480/610] learning_rate: 0.035447 loss_vfl: 0.827187 loss_bbox: 0.373686 loss_dfl: 0.382916 loss: 1.565205 eta: 12:28:16 batch_cost: 0.8570 data_cost: 0.0010 ips: 56.0112 images/s [03/13 22:21:48] ppdet.engine INFO: Epoch: [224] [500/610] learning_rate: 0.035418 loss_vfl: 0.853264 loss_bbox: 0.383898 loss_dfl: 0.396762 loss: 1.635587 eta: 12:27:56 batch_cost: 0.9257 data_cost: 0.0004 ips: 51.8535 images/s [03/13 22:22:10] ppdet.engine INFO: Epoch: [224] [520/610] learning_rate: 0.035388 loss_vfl: 0.813913 loss_bbox: 0.370500 loss_dfl: 0.388140 loss: 1.584148 eta: 12:27:37 batch_cost: 0.9452 data_cost: 0.0004 ips: 50.7839 images/s [03/13 22:22:32] ppdet.engine INFO: Epoch: [224] [540/610] learning_rate: 0.035359 loss_vfl: 0.874613 loss_bbox: 0.411020 loss_dfl: 0.410623 loss: 1.711513 eta: 12:27:17 batch_cost: 0.9645 data_cost: 0.0004 ips: 49.7657 images/s [03/13 22:22:53] ppdet.engine INFO: Epoch: [224] [560/610] learning_rate: 0.035330 loss_vfl: 0.832713 loss_bbox: 0.380197 loss_dfl: 0.398891 loss: 1.611626 eta: 12:26:57 batch_cost: 0.9347 data_cost: 0.0005 ips: 51.3537 images/s [03/13 22:23:16] ppdet.engine INFO: Epoch: [224] [580/610] learning_rate: 0.035301 loss_vfl: 0.837991 loss_bbox: 0.375758 loss_dfl: 0.391738 loss: 1.621948 eta: 12:26:38 batch_cost: 1.0247 data_cost: 0.0004 ips: 46.8445 images/s [03/13 22:23:37] ppdet.engine INFO: Epoch: [224] [600/610] learning_rate: 0.035271 loss_vfl: 0.856886 loss_bbox: 0.380551 loss_dfl: 0.384114 loss: 1.612730 eta: 12:26:18 batch_cost: 0.9154 data_cost: 0.0005 ips: 52.4372 images/s [03/13 22:23:56] ppdet.engine INFO: Epoch: [225] [ 0/610] learning_rate: 0.035257 loss_vfl: 0.869071 loss_bbox: 0.387882 loss_dfl: 0.399494 loss: 1.645602 eta: 12:26:10 batch_cost: 1.2421 data_cost: 0.5226 ips: 38.6432 images/s [03/13 22:24:23] ppdet.engine INFO: Epoch: [225] [ 20/610] learning_rate: 0.035227 loss_vfl: 0.794616 loss_bbox: 0.359277 loss_dfl: 0.370721 loss: 1.524125 eta: 12:25:51 batch_cost: 1.1210 data_cost: 0.0004 ips: 42.8172 images/s [03/13 22:24:45] ppdet.engine INFO: Epoch: [225] [ 40/610] learning_rate: 0.035198 loss_vfl: 0.797266 loss_bbox: 0.368556 loss_dfl: 0.375226 loss: 1.527481 eta: 12:25:32 batch_cost: 1.0091 data_cost: 0.0004 ips: 47.5654 images/s [03/13 22:25:07] ppdet.engine INFO: Epoch: [225] [ 60/610] learning_rate: 0.035169 loss_vfl: 0.805876 loss_bbox: 0.380060 loss_dfl: 0.382614 loss: 1.557745 eta: 12:25:13 batch_cost: 1.0270 data_cost: 0.0004 ips: 46.7394 images/s [03/13 22:25:29] ppdet.engine INFO: Epoch: [225] [ 80/610] learning_rate: 0.035140 loss_vfl: 0.837501 loss_bbox: 0.373012 loss_dfl: 0.377520 loss: 1.547036 eta: 12:24:53 batch_cost: 0.9180 data_cost: 0.0005 ips: 52.2903 images/s [03/13 22:25:51] ppdet.engine INFO: Epoch: [225] [100/610] learning_rate: 0.035111 loss_vfl: 0.877518 loss_bbox: 0.403210 loss_dfl: 0.405620 loss: 1.677691 eta: 12:24:33 batch_cost: 0.9886 data_cost: 0.0004 ips: 48.5516 images/s [03/13 22:26:14] ppdet.engine INFO: Epoch: [225] [120/610] learning_rate: 0.035082 loss_vfl: 0.804082 loss_bbox: 0.374381 loss_dfl: 0.375040 loss: 1.537721 eta: 12:24:14 batch_cost: 1.0214 data_cost: 0.0004 ips: 46.9922 images/s [03/13 22:26:36] ppdet.engine INFO: Epoch: [225] [140/610] learning_rate: 0.035052 loss_vfl: 0.819161 loss_bbox: 0.386385 loss_dfl: 0.391451 loss: 1.610579 eta: 12:23:54 batch_cost: 0.9079 data_cost: 0.0004 ips: 52.8675 images/s [03/13 22:26:57] ppdet.engine INFO: Epoch: [225] [160/610] learning_rate: 0.035023 loss_vfl: 0.869333 loss_bbox: 0.390983 loss_dfl: 0.392736 loss: 1.648165 eta: 12:23:34 batch_cost: 0.8869 data_cost: 0.0004 ips: 54.1224 images/s [03/13 22:27:18] ppdet.engine INFO: Epoch: [225] [180/610] learning_rate: 0.034994 loss_vfl: 0.809418 loss_bbox: 0.356367 loss_dfl: 0.377864 loss: 1.548115 eta: 12:23:14 batch_cost: 0.9438 data_cost: 0.0004 ips: 50.8572 images/s [03/13 22:27:39] ppdet.engine INFO: Epoch: [225] [200/610] learning_rate: 0.034965 loss_vfl: 0.822575 loss_bbox: 0.358319 loss_dfl: 0.380364 loss: 1.538073 eta: 12:22:54 batch_cost: 0.8981 data_cost: 0.0004 ips: 53.4441 images/s [03/13 22:28:00] ppdet.engine INFO: Epoch: [225] [220/610] learning_rate: 0.034936 loss_vfl: 0.852397 loss_bbox: 0.398888 loss_dfl: 0.410450 loss: 1.670121 eta: 12:22:34 batch_cost: 0.9636 data_cost: 0.0004 ips: 49.8135 images/s [03/13 22:28:21] ppdet.engine INFO: Epoch: [225] [240/610] learning_rate: 0.034907 loss_vfl: 0.818594 loss_bbox: 0.365845 loss_dfl: 0.389011 loss: 1.595183 eta: 12:22:14 batch_cost: 0.9149 data_cost: 0.0047 ips: 52.4660 images/s [03/13 22:28:42] ppdet.engine INFO: Epoch: [225] [260/610] learning_rate: 0.034878 loss_vfl: 0.843036 loss_bbox: 0.373571 loss_dfl: 0.390248 loss: 1.632420 eta: 12:21:54 batch_cost: 0.9436 data_cost: 0.0004 ips: 50.8698 images/s [03/13 22:29:05] ppdet.engine INFO: Epoch: [225] [280/610] learning_rate: 0.034849 loss_vfl: 0.822022 loss_bbox: 0.366168 loss_dfl: 0.382203 loss: 1.582726 eta: 12:21:35 batch_cost: 1.0405 data_cost: 0.0004 ips: 46.1295 images/s [03/13 22:29:25] ppdet.engine INFO: Epoch: [225] [300/610] learning_rate: 0.034820 loss_vfl: 0.810920 loss_bbox: 0.350280 loss_dfl: 0.362862 loss: 1.521909 eta: 12:21:15 batch_cost: 0.9348 data_cost: 0.0010 ips: 51.3495 images/s [03/13 22:29:46] ppdet.engine INFO: Epoch: [225] [320/610] learning_rate: 0.034790 loss_vfl: 0.809969 loss_bbox: 0.365776 loss_dfl: 0.382935 loss: 1.539820 eta: 12:20:55 batch_cost: 0.9070 data_cost: 0.0004 ips: 52.9220 images/s [03/13 22:30:08] ppdet.engine INFO: Epoch: [225] [340/610] learning_rate: 0.034761 loss_vfl: 0.767732 loss_bbox: 0.344402 loss_dfl: 0.365309 loss: 1.458876 eta: 12:20:36 batch_cost: 0.9876 data_cost: 0.0004 ips: 48.6005 images/s [03/13 22:30:29] ppdet.engine INFO: Epoch: [225] [360/610] learning_rate: 0.034732 loss_vfl: 0.855807 loss_bbox: 0.385159 loss_dfl: 0.397032 loss: 1.665335 eta: 12:20:16 batch_cost: 0.9081 data_cost: 0.0004 ips: 52.8589 images/s [03/13 22:30:50] ppdet.engine INFO: Epoch: [225] [380/610] learning_rate: 0.034703 loss_vfl: 0.816787 loss_bbox: 0.368477 loss_dfl: 0.380603 loss: 1.554799 eta: 12:19:56 batch_cost: 0.8930 data_cost: 0.0004 ips: 53.7513 images/s [03/13 22:31:11] ppdet.engine INFO: Epoch: [225] [400/610] learning_rate: 0.034674 loss_vfl: 0.823248 loss_bbox: 0.371694 loss_dfl: 0.391853 loss: 1.598842 eta: 12:19:36 batch_cost: 0.9317 data_cost: 0.0010 ips: 51.5175 images/s [03/13 22:31:32] ppdet.engine INFO: Epoch: [225] [420/610] learning_rate: 0.034645 loss_vfl: 0.828937 loss_bbox: 0.374430 loss_dfl: 0.387833 loss: 1.607512 eta: 12:19:16 batch_cost: 0.9383 data_cost: 0.0004 ips: 51.1541 images/s [03/13 22:31:52] ppdet.engine INFO: Epoch: [225] [440/610] learning_rate: 0.034616 loss_vfl: 0.801983 loss_bbox: 0.347797 loss_dfl: 0.365823 loss: 1.506386 eta: 12:18:56 batch_cost: 0.8778 data_cost: 0.0004 ips: 54.6808 images/s [03/13 22:32:14] ppdet.engine INFO: Epoch: [225] [460/610] learning_rate: 0.034587 loss_vfl: 0.798767 loss_bbox: 0.336453 loss_dfl: 0.372317 loss: 1.523785 eta: 12:18:36 batch_cost: 0.9604 data_cost: 0.0004 ips: 49.9800 images/s [03/13 22:32:35] ppdet.engine INFO: Epoch: [225] [480/610] learning_rate: 0.034558 loss_vfl: 0.781183 loss_bbox: 0.358983 loss_dfl: 0.375235 loss: 1.516943 eta: 12:18:16 batch_cost: 0.8762 data_cost: 0.0004 ips: 54.7828 images/s [03/13 22:32:57] ppdet.engine INFO: Epoch: [225] [500/610] learning_rate: 0.034529 loss_vfl: 0.853449 loss_bbox: 0.376776 loss_dfl: 0.389134 loss: 1.629865 eta: 12:17:56 batch_cost: 1.0005 data_cost: 0.0004 ips: 47.9748 images/s [03/13 22:33:19] ppdet.engine INFO: Epoch: [225] [520/610] learning_rate: 0.034500 loss_vfl: 0.808854 loss_bbox: 0.366779 loss_dfl: 0.380899 loss: 1.555829 eta: 12:17:37 batch_cost: 1.0424 data_cost: 0.0004 ips: 46.0480 images/s [03/13 22:33:41] ppdet.engine INFO: Epoch: [225] [540/610] learning_rate: 0.034471 loss_vfl: 0.813185 loss_bbox: 0.355367 loss_dfl: 0.368459 loss: 1.534435 eta: 12:17:18 batch_cost: 1.0121 data_cost: 0.0004 ips: 47.4270 images/s [03/13 22:34:02] ppdet.engine INFO: Epoch: [225] [560/610] learning_rate: 0.034442 loss_vfl: 0.876731 loss_bbox: 0.411345 loss_dfl: 0.404858 loss: 1.716318 eta: 12:16:58 batch_cost: 0.9650 data_cost: 0.0004 ips: 49.7410 images/s [03/13 22:34:24] ppdet.engine INFO: Epoch: [225] [580/610] learning_rate: 0.034414 loss_vfl: 0.808281 loss_bbox: 0.363997 loss_dfl: 0.369863 loss: 1.527786 eta: 12:16:39 batch_cost: 0.9815 data_cost: 0.0012 ips: 48.9050 images/s [03/13 22:34:45] ppdet.engine INFO: Epoch: [225] [600/610] learning_rate: 0.034385 loss_vfl: 0.850292 loss_bbox: 0.401732 loss_dfl: 0.396314 loss: 1.628289 eta: 12:16:19 batch_cost: 0.9377 data_cost: 0.0005 ips: 51.1899 images/s [03/13 22:35:06] ppdet.engine INFO: Epoch: [226] [ 0/610] learning_rate: 0.034370 loss_vfl: 0.803660 loss_bbox: 0.355619 loss_dfl: 0.374437 loss: 1.532804 eta: 12:16:11 batch_cost: 1.3524 data_cost: 0.4589 ips: 35.4931 images/s [03/13 22:35:32] ppdet.engine INFO: Epoch: [226] [ 20/610] learning_rate: 0.034341 loss_vfl: 0.805045 loss_bbox: 0.366428 loss_dfl: 0.374686 loss: 1.558570 eta: 12:15:53 batch_cost: 1.1706 data_cost: 0.0004 ips: 41.0043 images/s [03/13 22:35:55] ppdet.engine INFO: Epoch: [226] [ 40/610] learning_rate: 0.034312 loss_vfl: 0.783371 loss_bbox: 0.358939 loss_dfl: 0.363414 loss: 1.494729 eta: 12:15:34 batch_cost: 1.0893 data_cost: 0.0004 ips: 44.0633 images/s [03/13 22:36:17] ppdet.engine INFO: Epoch: [226] [ 60/610] learning_rate: 0.034283 loss_vfl: 0.814568 loss_bbox: 0.377379 loss_dfl: 0.390148 loss: 1.588765 eta: 12:15:15 batch_cost: 0.9547 data_cost: 0.0004 ips: 50.2772 images/s [03/13 22:36:39] ppdet.engine INFO: Epoch: [226] [ 80/610] learning_rate: 0.034255 loss_vfl: 0.809263 loss_bbox: 0.342572 loss_dfl: 0.366209 loss: 1.507267 eta: 12:14:55 batch_cost: 0.9637 data_cost: 0.0004 ips: 49.8094 images/s [03/13 22:37:03] ppdet.engine INFO: Epoch: [226] [100/610] learning_rate: 0.034226 loss_vfl: 0.798376 loss_bbox: 0.365828 loss_dfl: 0.382358 loss: 1.568885 eta: 12:14:35 batch_cost: 1.0002 data_cost: 0.0007 ips: 47.9882 images/s [03/13 22:37:24] ppdet.engine INFO: Epoch: [226] [120/610] learning_rate: 0.034197 loss_vfl: 0.817121 loss_bbox: 0.371272 loss_dfl: 0.395582 loss: 1.572761 eta: 12:14:16 batch_cost: 0.9512 data_cost: 0.0010 ips: 50.4617 images/s [03/13 22:37:47] ppdet.engine INFO: Epoch: [226] [140/610] learning_rate: 0.034168 loss_vfl: 0.774258 loss_bbox: 0.351182 loss_dfl: 0.361001 loss: 1.475141 eta: 12:13:57 batch_cost: 1.0564 data_cost: 0.0011 ips: 45.4378 images/s [03/13 22:38:08] ppdet.engine INFO: Epoch: [226] [160/610] learning_rate: 0.034139 loss_vfl: 0.823869 loss_bbox: 0.385160 loss_dfl: 0.388601 loss: 1.587315 eta: 12:13:37 batch_cost: 0.9781 data_cost: 0.0004 ips: 49.0728 images/s [03/13 22:38:29] ppdet.engine INFO: Epoch: [226] [180/610] learning_rate: 0.034110 loss_vfl: 0.873595 loss_bbox: 0.388413 loss_dfl: 0.402390 loss: 1.664397 eta: 12:13:17 batch_cost: 0.9570 data_cost: 0.0004 ips: 50.1578 images/s [03/13 22:38:51] ppdet.engine INFO: Epoch: [226] [200/610] learning_rate: 0.034082 loss_vfl: 0.812459 loss_bbox: 0.363062 loss_dfl: 0.380279 loss: 1.546276 eta: 12:12:57 batch_cost: 0.9301 data_cost: 0.0004 ips: 51.6059 images/s [03/13 22:39:13] ppdet.engine INFO: Epoch: [226] [220/610] learning_rate: 0.034053 loss_vfl: 0.854608 loss_bbox: 0.400033 loss_dfl: 0.411462 loss: 1.670162 eta: 12:12:38 batch_cost: 0.9699 data_cost: 0.0004 ips: 49.4921 images/s [03/13 22:39:33] ppdet.engine INFO: Epoch: [226] [240/610] learning_rate: 0.034024 loss_vfl: 0.860916 loss_bbox: 0.388095 loss_dfl: 0.396742 loss: 1.642743 eta: 12:12:18 batch_cost: 0.9189 data_cost: 0.0004 ips: 52.2370 images/s [03/13 22:39:55] ppdet.engine INFO: Epoch: [226] [260/610] learning_rate: 0.033995 loss_vfl: 0.860181 loss_bbox: 0.373971 loss_dfl: 0.396799 loss: 1.647239 eta: 12:11:58 batch_cost: 0.9329 data_cost: 0.0004 ips: 51.4551 images/s [03/13 22:40:17] ppdet.engine INFO: Epoch: [226] [280/610] learning_rate: 0.033966 loss_vfl: 0.813294 loss_bbox: 0.363663 loss_dfl: 0.374719 loss: 1.565977 eta: 12:11:39 batch_cost: 0.9952 data_cost: 0.0004 ips: 48.2311 images/s [03/13 22:40:39] ppdet.engine INFO: Epoch: [226] [300/610] learning_rate: 0.033938 loss_vfl: 0.874603 loss_bbox: 0.370426 loss_dfl: 0.392898 loss: 1.637544 eta: 12:11:19 batch_cost: 0.9254 data_cost: 0.0004 ips: 51.8675 images/s [03/13 22:41:01] ppdet.engine INFO: Epoch: [226] [320/610] learning_rate: 0.033909 loss_vfl: 0.840813 loss_bbox: 0.372756 loss_dfl: 0.397084 loss: 1.598971 eta: 12:10:59 batch_cost: 0.9273 data_cost: 0.0004 ips: 51.7630 images/s [03/13 22:41:22] ppdet.engine INFO: Epoch: [226] [340/610] learning_rate: 0.033880 loss_vfl: 0.850001 loss_bbox: 0.387609 loss_dfl: 0.400771 loss: 1.646718 eta: 12:10:39 batch_cost: 0.9819 data_cost: 0.0004 ips: 48.8869 images/s [03/13 22:41:44] ppdet.engine INFO: Epoch: [226] [360/610] learning_rate: 0.033851 loss_vfl: 0.837200 loss_bbox: 0.375314 loss_dfl: 0.395540 loss: 1.574073 eta: 12:10:20 batch_cost: 1.0145 data_cost: 0.0004 ips: 47.3138 images/s [03/13 22:42:06] ppdet.engine INFO: Epoch: [226] [380/610] learning_rate: 0.033823 loss_vfl: 0.874450 loss_bbox: 0.385280 loss_dfl: 0.394928 loss: 1.662726 eta: 12:10:00 batch_cost: 0.9789 data_cost: 0.0004 ips: 49.0334 images/s [03/13 22:42:28] ppdet.engine INFO: Epoch: [226] [400/610] learning_rate: 0.033794 loss_vfl: 0.812964 loss_bbox: 0.360527 loss_dfl: 0.380517 loss: 1.561539 eta: 12:09:41 batch_cost: 0.9705 data_cost: 0.0004 ips: 49.4595 images/s [03/13 22:42:50] ppdet.engine INFO: Epoch: [226] [420/610] learning_rate: 0.033765 loss_vfl: 0.810398 loss_bbox: 0.374699 loss_dfl: 0.384446 loss: 1.578266 eta: 12:09:21 batch_cost: 0.9919 data_cost: 0.0006 ips: 48.3934 images/s [03/13 22:43:11] ppdet.engine INFO: Epoch: [226] [440/610] learning_rate: 0.033737 loss_vfl: 0.788555 loss_bbox: 0.345483 loss_dfl: 0.375635 loss: 1.524402 eta: 12:09:02 batch_cost: 0.9830 data_cost: 0.0005 ips: 48.8289 images/s [03/13 22:43:33] ppdet.engine INFO: Epoch: [226] [460/610] learning_rate: 0.033708 loss_vfl: 0.805931 loss_bbox: 0.369263 loss_dfl: 0.383116 loss: 1.538184 eta: 12:08:41 batch_cost: 0.8879 data_cost: 0.0004 ips: 54.0583 images/s [03/13 22:43:55] ppdet.engine INFO: Epoch: [226] [480/610] learning_rate: 0.033679 loss_vfl: 0.820509 loss_bbox: 0.362440 loss_dfl: 0.376913 loss: 1.558477 eta: 12:08:22 batch_cost: 0.9798 data_cost: 0.0004 ips: 48.9894 images/s [03/13 22:44:18] ppdet.engine INFO: Epoch: [226] [500/610] learning_rate: 0.033651 loss_vfl: 0.839689 loss_bbox: 0.379882 loss_dfl: 0.396627 loss: 1.606238 eta: 12:08:02 batch_cost: 0.9416 data_cost: 0.0004 ips: 50.9795 images/s [03/13 22:44:39] ppdet.engine INFO: Epoch: [226] [520/610] learning_rate: 0.033622 loss_vfl: 0.812386 loss_bbox: 0.359845 loss_dfl: 0.371648 loss: 1.553961 eta: 12:07:42 batch_cost: 0.9571 data_cost: 0.0004 ips: 50.1532 images/s [03/13 22:45:00] ppdet.engine INFO: Epoch: [226] [540/610] learning_rate: 0.033593 loss_vfl: 0.813028 loss_bbox: 0.372158 loss_dfl: 0.383703 loss: 1.566485 eta: 12:07:23 batch_cost: 0.9420 data_cost: 0.0004 ips: 50.9542 images/s [03/13 22:45:22] ppdet.engine INFO: Epoch: [226] [560/610] learning_rate: 0.033565 loss_vfl: 0.816501 loss_bbox: 0.372151 loss_dfl: 0.385485 loss: 1.555395 eta: 12:07:03 batch_cost: 0.9830 data_cost: 0.0004 ips: 48.8302 images/s [03/13 22:45:45] ppdet.engine INFO: Epoch: [226] [580/610] learning_rate: 0.033536 loss_vfl: 0.809572 loss_bbox: 0.363748 loss_dfl: 0.374732 loss: 1.524913 eta: 12:06:44 batch_cost: 1.0061 data_cost: 0.0004 ips: 47.7088 images/s [03/13 22:46:06] ppdet.engine INFO: Epoch: [226] [600/610] learning_rate: 0.033507 loss_vfl: 0.793246 loss_bbox: 0.359990 loss_dfl: 0.373316 loss: 1.535304 eta: 12:06:24 batch_cost: 0.9417 data_cost: 0.0006 ips: 50.9702 images/s [03/13 22:46:28] ppdet.engine INFO: Epoch: [227] [ 0/610] learning_rate: 0.033493 loss_vfl: 0.841111 loss_bbox: 0.376649 loss_dfl: 0.389068 loss: 1.565202 eta: 12:06:16 batch_cost: 1.3349 data_cost: 0.5367 ips: 35.9574 images/s [03/13 22:46:52] ppdet.engine INFO: Epoch: [227] [ 20/610] learning_rate: 0.033465 loss_vfl: 0.814942 loss_bbox: 0.361941 loss_dfl: 0.376794 loss: 1.568471 eta: 12:05:57 batch_cost: 1.0798 data_cost: 0.0004 ips: 44.4533 images/s [03/13 22:47:16] ppdet.engine INFO: Epoch: [227] [ 40/610] learning_rate: 0.033436 loss_vfl: 0.847644 loss_bbox: 0.378557 loss_dfl: 0.389778 loss: 1.596145 eta: 12:05:38 batch_cost: 0.9942 data_cost: 0.0004 ips: 48.2786 images/s [03/13 22:47:37] ppdet.engine INFO: Epoch: [227] [ 60/610] learning_rate: 0.033407 loss_vfl: 0.781066 loss_bbox: 0.356746 loss_dfl: 0.367570 loss: 1.523566 eta: 12:05:18 batch_cost: 0.9326 data_cost: 0.0005 ips: 51.4667 images/s [03/13 22:47:59] ppdet.engine INFO: Epoch: [227] [ 80/610] learning_rate: 0.033379 loss_vfl: 0.836366 loss_bbox: 0.378948 loss_dfl: 0.402229 loss: 1.609392 eta: 12:04:58 batch_cost: 0.9539 data_cost: 0.0005 ips: 50.3188 images/s [03/13 22:48:21] ppdet.engine INFO: Epoch: [227] [100/610] learning_rate: 0.033350 loss_vfl: 0.829835 loss_bbox: 0.374231 loss_dfl: 0.383261 loss: 1.594777 eta: 12:04:39 batch_cost: 0.9519 data_cost: 0.0004 ips: 50.4247 images/s [03/13 22:48:42] ppdet.engine INFO: Epoch: [227] [120/610] learning_rate: 0.033322 loss_vfl: 0.865225 loss_bbox: 0.390875 loss_dfl: 0.399491 loss: 1.650869 eta: 12:04:19 batch_cost: 0.9654 data_cost: 0.0004 ips: 49.7215 images/s [03/13 22:49:04] ppdet.engine INFO: Epoch: [227] [140/610] learning_rate: 0.033293 loss_vfl: 0.862952 loss_bbox: 0.388262 loss_dfl: 0.400340 loss: 1.656468 eta: 12:03:59 batch_cost: 0.9615 data_cost: 0.0004 ips: 49.9223 images/s [03/13 22:49:26] ppdet.engine INFO: Epoch: [227] [160/610] learning_rate: 0.033265 loss_vfl: 0.826415 loss_bbox: 0.379976 loss_dfl: 0.400159 loss: 1.607320 eta: 12:03:40 batch_cost: 0.9666 data_cost: 0.0004 ips: 49.6589 images/s [03/13 22:49:47] ppdet.engine INFO: Epoch: [227] [180/610] learning_rate: 0.033236 loss_vfl: 0.788051 loss_bbox: 0.356795 loss_dfl: 0.366978 loss: 1.534200 eta: 12:03:20 batch_cost: 0.9027 data_cost: 0.0004 ips: 53.1725 images/s [03/13 22:50:09] ppdet.engine INFO: Epoch: [227] [200/610] learning_rate: 0.033208 loss_vfl: 0.873586 loss_bbox: 0.396302 loss_dfl: 0.403574 loss: 1.668268 eta: 12:03:00 batch_cost: 0.9578 data_cost: 0.0004 ips: 50.1131 images/s [03/13 22:50:30] ppdet.engine INFO: Epoch: [227] [220/610] learning_rate: 0.033179 loss_vfl: 0.815813 loss_bbox: 0.371169 loss_dfl: 0.387110 loss: 1.557739 eta: 12:02:40 batch_cost: 0.9626 data_cost: 0.0004 ips: 49.8653 images/s [03/13 22:50:52] ppdet.engine INFO: Epoch: [227] [240/610] learning_rate: 0.033151 loss_vfl: 0.810466 loss_bbox: 0.360984 loss_dfl: 0.367991 loss: 1.546900 eta: 12:02:21 batch_cost: 1.0122 data_cost: 0.0004 ips: 47.4238 images/s [03/13 22:51:13] ppdet.engine INFO: Epoch: [227] [260/610] learning_rate: 0.033122 loss_vfl: 0.908988 loss_bbox: 0.412998 loss_dfl: 0.420503 loss: 1.737993 eta: 12:02:01 batch_cost: 0.9852 data_cost: 0.0004 ips: 48.7192 images/s [03/13 22:51:34] ppdet.engine INFO: Epoch: [227] [280/610] learning_rate: 0.033094 loss_vfl: 0.895028 loss_bbox: 0.397703 loss_dfl: 0.415907 loss: 1.726403 eta: 12:01:42 batch_cost: 0.9395 data_cost: 0.0004 ips: 51.0934 images/s [03/13 22:51:55] ppdet.engine INFO: Epoch: [227] [300/610] learning_rate: 0.033065 loss_vfl: 0.798583 loss_bbox: 0.363433 loss_dfl: 0.377773 loss: 1.554506 eta: 12:01:22 batch_cost: 0.9415 data_cost: 0.0010 ips: 50.9848 images/s [03/13 22:52:17] ppdet.engine INFO: Epoch: [227] [320/610] learning_rate: 0.033037 loss_vfl: 0.847351 loss_bbox: 0.381194 loss_dfl: 0.382395 loss: 1.607839 eta: 12:01:02 batch_cost: 0.9754 data_cost: 0.0004 ips: 49.2100 images/s [03/13 22:52:38] ppdet.engine INFO: Epoch: [227] [340/610] learning_rate: 0.033008 loss_vfl: 0.819102 loss_bbox: 0.379817 loss_dfl: 0.391462 loss: 1.583614 eta: 12:00:42 batch_cost: 0.9415 data_cost: 0.0005 ips: 50.9826 images/s [03/13 22:52:59] ppdet.engine INFO: Epoch: [227] [360/610] learning_rate: 0.032980 loss_vfl: 0.871515 loss_bbox: 0.385337 loss_dfl: 0.409711 loss: 1.700500 eta: 12:00:23 batch_cost: 0.9515 data_cost: 0.0004 ips: 50.4478 images/s [03/13 22:53:21] ppdet.engine INFO: Epoch: [227] [380/610] learning_rate: 0.032952 loss_vfl: 0.838050 loss_bbox: 0.387447 loss_dfl: 0.403141 loss: 1.637425 eta: 12:00:03 batch_cost: 0.9249 data_cost: 0.0004 ips: 51.8998 images/s [03/13 22:53:43] ppdet.engine INFO: Epoch: [227] [400/610] learning_rate: 0.032923 loss_vfl: 0.828712 loss_bbox: 0.378368 loss_dfl: 0.378662 loss: 1.562670 eta: 11:59:43 batch_cost: 0.9813 data_cost: 0.0004 ips: 48.9139 images/s [03/13 22:54:03] ppdet.engine INFO: Epoch: [227] [420/610] learning_rate: 0.032895 loss_vfl: 0.795637 loss_bbox: 0.362314 loss_dfl: 0.363279 loss: 1.497576 eta: 11:59:23 batch_cost: 0.8633 data_cost: 0.0004 ips: 55.5982 images/s [03/13 22:54:26] ppdet.engine INFO: Epoch: [227] [440/610] learning_rate: 0.032866 loss_vfl: 0.783519 loss_bbox: 0.348569 loss_dfl: 0.359545 loss: 1.481384 eta: 11:59:04 batch_cost: 1.0465 data_cost: 0.0004 ips: 45.8657 images/s [03/13 22:54:47] ppdet.engine INFO: Epoch: [227] [460/610] learning_rate: 0.032838 loss_vfl: 0.840987 loss_bbox: 0.360053 loss_dfl: 0.386953 loss: 1.598247 eta: 11:58:44 batch_cost: 0.9296 data_cost: 0.0004 ips: 51.6374 images/s [03/13 22:55:09] ppdet.engine INFO: Epoch: [227] [480/610] learning_rate: 0.032810 loss_vfl: 0.825316 loss_bbox: 0.355606 loss_dfl: 0.386317 loss: 1.580251 eta: 11:58:24 batch_cost: 0.9362 data_cost: 0.0005 ips: 51.2733 images/s [03/13 22:55:30] ppdet.engine INFO: Epoch: [227] [500/610] learning_rate: 0.032781 loss_vfl: 0.767124 loss_bbox: 0.350170 loss_dfl: 0.366167 loss: 1.485253 eta: 11:58:04 batch_cost: 0.9488 data_cost: 0.0009 ips: 50.5920 images/s [03/13 22:55:51] ppdet.engine INFO: Epoch: [227] [520/610] learning_rate: 0.032753 loss_vfl: 0.798342 loss_bbox: 0.356384 loss_dfl: 0.374138 loss: 1.532540 eta: 11:57:45 batch_cost: 0.9627 data_cost: 0.0004 ips: 49.8618 images/s [03/13 22:56:13] ppdet.engine INFO: Epoch: [227] [540/610] learning_rate: 0.032725 loss_vfl: 0.841874 loss_bbox: 0.401534 loss_dfl: 0.411665 loss: 1.660494 eta: 11:57:25 batch_cost: 0.9907 data_cost: 0.0004 ips: 48.4506 images/s [03/13 22:56:35] ppdet.engine INFO: Epoch: [227] [560/610] learning_rate: 0.032696 loss_vfl: 0.863795 loss_bbox: 0.381365 loss_dfl: 0.394201 loss: 1.627592 eta: 11:57:05 batch_cost: 0.9826 data_cost: 0.0004 ips: 48.8498 images/s [03/13 22:56:57] ppdet.engine INFO: Epoch: [227] [580/610] learning_rate: 0.032668 loss_vfl: 0.821209 loss_bbox: 0.383566 loss_dfl: 0.382467 loss: 1.571720 eta: 11:56:46 batch_cost: 0.9493 data_cost: 0.0004 ips: 50.5645 images/s [03/13 22:57:19] ppdet.engine INFO: Epoch: [227] [600/610] learning_rate: 0.032640 loss_vfl: 0.792711 loss_bbox: 0.356895 loss_dfl: 0.365702 loss: 1.524811 eta: 11:56:26 batch_cost: 1.0026 data_cost: 0.0010 ips: 47.8739 images/s [03/13 22:57:41] ppdet.engine INFO: Epoch: [228] [ 0/610] learning_rate: 0.032626 loss_vfl: 0.760630 loss_bbox: 0.342615 loss_dfl: 0.358055 loss: 1.434485 eta: 11:56:19 batch_cost: 1.3520 data_cost: 0.5703 ips: 35.5018 images/s [03/13 22:58:07] ppdet.engine INFO: Epoch: [228] [ 20/610] learning_rate: 0.032597 loss_vfl: 0.835395 loss_bbox: 0.366068 loss_dfl: 0.387870 loss: 1.569052 eta: 11:56:01 batch_cost: 1.1812 data_cost: 0.0004 ips: 40.6351 images/s [03/13 22:58:29] ppdet.engine INFO: Epoch: [228] [ 40/610] learning_rate: 0.032569 loss_vfl: 0.828589 loss_bbox: 0.386292 loss_dfl: 0.390934 loss: 1.612382 eta: 11:55:41 batch_cost: 0.9237 data_cost: 0.0004 ips: 51.9647 images/s [03/13 22:58:50] ppdet.engine INFO: Epoch: [228] [ 60/610] learning_rate: 0.032541 loss_vfl: 0.837168 loss_bbox: 0.371513 loss_dfl: 0.383117 loss: 1.584312 eta: 11:55:21 batch_cost: 0.9840 data_cost: 0.0005 ips: 48.7805 images/s [03/13 22:59:13] ppdet.engine INFO: Epoch: [228] [ 80/610] learning_rate: 0.032512 loss_vfl: 0.845258 loss_bbox: 0.364332 loss_dfl: 0.382055 loss: 1.604398 eta: 11:55:02 batch_cost: 1.0817 data_cost: 0.0004 ips: 44.3763 images/s [03/13 22:59:35] ppdet.engine INFO: Epoch: [228] [100/610] learning_rate: 0.032484 loss_vfl: 0.816382 loss_bbox: 0.380945 loss_dfl: 0.381661 loss: 1.576661 eta: 11:54:43 batch_cost: 0.9555 data_cost: 0.0004 ips: 50.2368 images/s [03/13 22:59:56] ppdet.engine INFO: Epoch: [228] [120/610] learning_rate: 0.032456 loss_vfl: 0.872718 loss_bbox: 0.390357 loss_dfl: 0.400929 loss: 1.647119 eta: 11:54:23 batch_cost: 0.9939 data_cost: 0.0004 ips: 48.2923 images/s [03/13 23:00:19] ppdet.engine INFO: Epoch: [228] [140/610] learning_rate: 0.032428 loss_vfl: 0.800956 loss_bbox: 0.367944 loss_dfl: 0.374707 loss: 1.532396 eta: 11:54:03 batch_cost: 0.9613 data_cost: 0.0004 ips: 49.9300 images/s [03/13 23:00:40] ppdet.engine INFO: Epoch: [228] [160/610] learning_rate: 0.032400 loss_vfl: 0.775759 loss_bbox: 0.358976 loss_dfl: 0.369634 loss: 1.491370 eta: 11:53:44 batch_cost: 0.9911 data_cost: 0.0005 ips: 48.4322 images/s [03/13 23:01:02] ppdet.engine INFO: Epoch: [228] [180/610] learning_rate: 0.032371 loss_vfl: 0.835730 loss_bbox: 0.370587 loss_dfl: 0.382690 loss: 1.595527 eta: 11:53:25 batch_cost: 1.0226 data_cost: 0.0004 ips: 46.9407 images/s [03/13 23:01:24] ppdet.engine INFO: Epoch: [228] [200/610] learning_rate: 0.032343 loss_vfl: 0.811692 loss_bbox: 0.360257 loss_dfl: 0.386814 loss: 1.551521 eta: 11:53:05 batch_cost: 0.9445 data_cost: 0.0004 ips: 50.8182 images/s [03/13 23:01:45] ppdet.engine INFO: Epoch: [228] [220/610] learning_rate: 0.032315 loss_vfl: 0.853509 loss_bbox: 0.379893 loss_dfl: 0.405677 loss: 1.637106 eta: 11:52:45 batch_cost: 0.9411 data_cost: 0.0004 ips: 51.0062 images/s [03/13 23:02:07] ppdet.engine INFO: Epoch: [228] [240/610] learning_rate: 0.032287 loss_vfl: 0.806325 loss_bbox: 0.351528 loss_dfl: 0.369023 loss: 1.528904 eta: 11:52:26 batch_cost: 1.0204 data_cost: 0.0004 ips: 47.0412 images/s [03/13 23:02:29] ppdet.engine INFO: Epoch: [228] [260/610] learning_rate: 0.032259 loss_vfl: 0.784829 loss_bbox: 0.338791 loss_dfl: 0.352963 loss: 1.473904 eta: 11:52:06 batch_cost: 0.9645 data_cost: 0.0004 ips: 49.7647 images/s [03/13 23:02:51] ppdet.engine INFO: Epoch: [228] [280/610] learning_rate: 0.032231 loss_vfl: 0.812301 loss_bbox: 0.372178 loss_dfl: 0.380924 loss: 1.567978 eta: 11:51:47 batch_cost: 0.9919 data_cost: 0.0004 ips: 48.3933 images/s [03/13 23:03:12] ppdet.engine INFO: Epoch: [228] [300/610] learning_rate: 0.032202 loss_vfl: 0.835713 loss_bbox: 0.393675 loss_dfl: 0.397332 loss: 1.626720 eta: 11:51:27 batch_cost: 0.9650 data_cost: 0.0005 ips: 49.7391 images/s [03/13 23:03:34] ppdet.engine INFO: Epoch: [228] [320/610] learning_rate: 0.032174 loss_vfl: 0.869325 loss_bbox: 0.390943 loss_dfl: 0.406824 loss: 1.656268 eta: 11:51:07 batch_cost: 0.9131 data_cost: 0.0004 ips: 52.5710 images/s [03/13 23:03:57] ppdet.engine INFO: Epoch: [228] [340/610] learning_rate: 0.032146 loss_vfl: 0.823555 loss_bbox: 0.364720 loss_dfl: 0.381819 loss: 1.569239 eta: 11:50:48 batch_cost: 1.0500 data_cost: 0.0004 ips: 45.7137 images/s [03/13 23:04:19] ppdet.engine INFO: Epoch: [228] [360/610] learning_rate: 0.032118 loss_vfl: 0.800680 loss_bbox: 0.369562 loss_dfl: 0.384749 loss: 1.551025 eta: 11:50:28 batch_cost: 0.9537 data_cost: 0.0005 ips: 50.3279 images/s [03/13 23:04:42] ppdet.engine INFO: Epoch: [228] [380/610] learning_rate: 0.032090 loss_vfl: 0.800840 loss_bbox: 0.345101 loss_dfl: 0.375183 loss: 1.547615 eta: 11:50:09 batch_cost: 0.9933 data_cost: 0.0079 ips: 48.3261 images/s [03/13 23:05:04] ppdet.engine INFO: Epoch: [228] [400/610] learning_rate: 0.032062 loss_vfl: 0.848243 loss_bbox: 0.396294 loss_dfl: 0.410699 loss: 1.677307 eta: 11:49:49 batch_cost: 0.9785 data_cost: 0.0004 ips: 49.0559 images/s [03/13 23:05:27] ppdet.engine INFO: Epoch: [228] [420/610] learning_rate: 0.032034 loss_vfl: 0.847971 loss_bbox: 0.365687 loss_dfl: 0.388316 loss: 1.599530 eta: 11:49:30 batch_cost: 1.0341 data_cost: 0.0004 ips: 46.4194 images/s [03/13 23:05:49] ppdet.engine INFO: Epoch: [228] [440/610] learning_rate: 0.032006 loss_vfl: 0.811430 loss_bbox: 0.364236 loss_dfl: 0.386374 loss: 1.571371 eta: 11:49:10 batch_cost: 1.0020 data_cost: 0.0004 ips: 47.9046 images/s [03/13 23:06:11] ppdet.engine INFO: Epoch: [228] [460/610] learning_rate: 0.031978 loss_vfl: 0.856971 loss_bbox: 0.374212 loss_dfl: 0.398161 loss: 1.624745 eta: 11:48:51 batch_cost: 0.9349 data_cost: 0.0008 ips: 51.3450 images/s [03/13 23:06:32] ppdet.engine INFO: Epoch: [228] [480/610] learning_rate: 0.031950 loss_vfl: 0.818095 loss_bbox: 0.358257 loss_dfl: 0.379112 loss: 1.571243 eta: 11:48:31 batch_cost: 0.9245 data_cost: 0.0004 ips: 51.9185 images/s [03/13 23:06:54] ppdet.engine INFO: Epoch: [228] [500/610] learning_rate: 0.031922 loss_vfl: 0.808702 loss_bbox: 0.368630 loss_dfl: 0.382851 loss: 1.566322 eta: 11:48:11 batch_cost: 0.9012 data_cost: 0.0005 ips: 53.2640 images/s [03/13 23:07:17] ppdet.engine INFO: Epoch: [228] [520/610] learning_rate: 0.031894 loss_vfl: 0.770286 loss_bbox: 0.345784 loss_dfl: 0.359281 loss: 1.504640 eta: 11:47:51 batch_cost: 1.0252 data_cost: 0.0005 ips: 46.8215 images/s [03/13 23:07:38] ppdet.engine INFO: Epoch: [228] [540/610] learning_rate: 0.031866 loss_vfl: 0.811841 loss_bbox: 0.365314 loss_dfl: 0.377455 loss: 1.567325 eta: 11:47:32 batch_cost: 0.9471 data_cost: 0.0004 ips: 50.6829 images/s [03/13 23:07:59] ppdet.engine INFO: Epoch: [228] [560/610] learning_rate: 0.031838 loss_vfl: 0.821126 loss_bbox: 0.360958 loss_dfl: 0.368536 loss: 1.533380 eta: 11:47:12 batch_cost: 0.9651 data_cost: 0.0004 ips: 49.7371 images/s [03/13 23:08:21] ppdet.engine INFO: Epoch: [228] [580/610] learning_rate: 0.031810 loss_vfl: 0.818313 loss_bbox: 0.360221 loss_dfl: 0.381330 loss: 1.587109 eta: 11:46:52 batch_cost: 0.9814 data_cost: 0.0009 ips: 48.9106 images/s [03/13 23:08:42] ppdet.engine INFO: Epoch: [228] [600/610] learning_rate: 0.031782 loss_vfl: 0.830821 loss_bbox: 0.372656 loss_dfl: 0.381619 loss: 1.604696 eta: 11:46:32 batch_cost: 0.9392 data_cost: 0.0005 ips: 51.1071 images/s [03/13 23:09:03] ppdet.engine INFO: Epoch: [229] [ 0/610] learning_rate: 0.031768 loss_vfl: 0.884209 loss_bbox: 0.388610 loss_dfl: 0.408748 loss: 1.694930 eta: 11:46:25 batch_cost: 1.2995 data_cost: 0.5409 ips: 36.9382 images/s [03/13 23:09:28] ppdet.engine INFO: Epoch: [229] [ 20/610] learning_rate: 0.031740 loss_vfl: 0.803086 loss_bbox: 0.367303 loss_dfl: 0.381782 loss: 1.548598 eta: 11:46:06 batch_cost: 1.1125 data_cost: 0.0004 ips: 43.1448 images/s [03/13 23:09:50] ppdet.engine INFO: Epoch: [229] [ 40/610] learning_rate: 0.031712 loss_vfl: 0.808683 loss_bbox: 0.346202 loss_dfl: 0.378105 loss: 1.537067 eta: 11:45:46 batch_cost: 0.9373 data_cost: 0.0004 ips: 51.2115 images/s [03/13 23:10:13] ppdet.engine INFO: Epoch: [229] [ 60/610] learning_rate: 0.031684 loss_vfl: 0.814935 loss_bbox: 0.365815 loss_dfl: 0.372981 loss: 1.557133 eta: 11:45:27 batch_cost: 1.0341 data_cost: 0.0004 ips: 46.4180 images/s [03/13 23:10:34] ppdet.engine INFO: Epoch: [229] [ 80/610] learning_rate: 0.031656 loss_vfl: 0.833099 loss_bbox: 0.363753 loss_dfl: 0.381764 loss: 1.588911 eta: 11:45:08 batch_cost: 0.9696 data_cost: 0.0005 ips: 49.5056 images/s [03/13 23:10:56] ppdet.engine INFO: Epoch: [229] [100/610] learning_rate: 0.031628 loss_vfl: 0.770087 loss_bbox: 0.349977 loss_dfl: 0.357413 loss: 1.500438 eta: 11:44:48 batch_cost: 0.9296 data_cost: 0.0004 ips: 51.6371 images/s [03/13 23:11:17] ppdet.engine INFO: Epoch: [229] [120/610] learning_rate: 0.031600 loss_vfl: 0.787056 loss_bbox: 0.359374 loss_dfl: 0.371040 loss: 1.501758 eta: 11:44:28 batch_cost: 0.9324 data_cost: 0.0004 ips: 51.4788 images/s [03/13 23:11:40] ppdet.engine INFO: Epoch: [229] [140/610] learning_rate: 0.031572 loss_vfl: 0.811567 loss_bbox: 0.368321 loss_dfl: 0.390669 loss: 1.572804 eta: 11:44:08 batch_cost: 0.9733 data_cost: 0.0007 ips: 49.3155 images/s [03/13 23:12:02] ppdet.engine INFO: Epoch: [229] [160/610] learning_rate: 0.031544 loss_vfl: 0.778698 loss_bbox: 0.336893 loss_dfl: 0.370285 loss: 1.478237 eta: 11:43:49 batch_cost: 0.9828 data_cost: 0.0004 ips: 48.8425 images/s [03/13 23:12:24] ppdet.engine INFO: Epoch: [229] [180/610] learning_rate: 0.031516 loss_vfl: 0.850646 loss_bbox: 0.378183 loss_dfl: 0.409106 loss: 1.634582 eta: 11:43:29 batch_cost: 0.9853 data_cost: 0.0004 ips: 48.7158 images/s [03/13 23:12:46] ppdet.engine INFO: Epoch: [229] [200/610] learning_rate: 0.031488 loss_vfl: 0.861984 loss_bbox: 0.407166 loss_dfl: 0.405972 loss: 1.674425 eta: 11:43:10 batch_cost: 0.9996 data_cost: 0.0004 ips: 48.0174 images/s [03/13 23:13:08] ppdet.engine INFO: Epoch: [229] [220/610] learning_rate: 0.031461 loss_vfl: 0.840419 loss_bbox: 0.381633 loss_dfl: 0.386125 loss: 1.614187 eta: 11:42:50 batch_cost: 1.0276 data_cost: 0.0004 ips: 46.7115 images/s [03/13 23:13:31] ppdet.engine INFO: Epoch: [229] [240/610] learning_rate: 0.031433 loss_vfl: 0.793848 loss_bbox: 0.377843 loss_dfl: 0.368504 loss: 1.518178 eta: 11:42:31 batch_cost: 1.0047 data_cost: 0.0004 ips: 47.7739 images/s [03/13 23:13:53] ppdet.engine INFO: Epoch: [229] [260/610] learning_rate: 0.031405 loss_vfl: 0.838441 loss_bbox: 0.371267 loss_dfl: 0.390652 loss: 1.589664 eta: 11:42:11 batch_cost: 0.9588 data_cost: 0.0005 ips: 50.0609 images/s [03/13 23:14:13] ppdet.engine INFO: Epoch: [229] [280/610] learning_rate: 0.031377 loss_vfl: 0.807148 loss_bbox: 0.354850 loss_dfl: 0.377631 loss: 1.532079 eta: 11:41:51 batch_cost: 0.8672 data_cost: 0.0010 ips: 55.3500 images/s [03/13 23:14:36] ppdet.engine INFO: Epoch: [229] [300/610] learning_rate: 0.031349 loss_vfl: 0.801551 loss_bbox: 0.339527 loss_dfl: 0.353448 loss: 1.498013 eta: 11:41:32 batch_cost: 1.0213 data_cost: 0.0006 ips: 47.0007 images/s [03/13 23:14:58] ppdet.engine INFO: Epoch: [229] [320/610] learning_rate: 0.031321 loss_vfl: 0.797024 loss_bbox: 0.360829 loss_dfl: 0.366322 loss: 1.516916 eta: 11:41:12 batch_cost: 1.0241 data_cost: 0.0004 ips: 46.8688 images/s [03/13 23:15:19] ppdet.engine INFO: Epoch: [229] [340/610] learning_rate: 0.031294 loss_vfl: 0.825774 loss_bbox: 0.375111 loss_dfl: 0.386141 loss: 1.586390 eta: 11:40:53 batch_cost: 0.9854 data_cost: 0.0004 ips: 48.7123 images/s [03/13 23:15:42] ppdet.engine INFO: Epoch: [229] [360/610] learning_rate: 0.031266 loss_vfl: 0.847698 loss_bbox: 0.385061 loss_dfl: 0.398241 loss: 1.648801 eta: 11:40:34 batch_cost: 1.0131 data_cost: 0.0004 ips: 47.3784 images/s [03/13 23:16:03] ppdet.engine INFO: Epoch: [229] [380/610] learning_rate: 0.031238 loss_vfl: 0.811817 loss_bbox: 0.347369 loss_dfl: 0.385941 loss: 1.537092 eta: 11:40:14 batch_cost: 0.9861 data_cost: 0.0004 ips: 48.6764 images/s [03/13 23:16:25] ppdet.engine INFO: Epoch: [229] [400/610] learning_rate: 0.031210 loss_vfl: 0.810182 loss_bbox: 0.347377 loss_dfl: 0.377579 loss: 1.544527 eta: 11:39:54 batch_cost: 0.9294 data_cost: 0.0012 ips: 51.6448 images/s [03/13 23:16:47] ppdet.engine INFO: Epoch: [229] [420/610] learning_rate: 0.031182 loss_vfl: 0.843843 loss_bbox: 0.369586 loss_dfl: 0.392316 loss: 1.640719 eta: 11:39:35 batch_cost: 1.0088 data_cost: 0.0004 ips: 47.5812 images/s [03/13 23:17:08] ppdet.engine INFO: Epoch: [229] [440/610] learning_rate: 0.031155 loss_vfl: 0.827403 loss_bbox: 0.370396 loss_dfl: 0.377055 loss: 1.574124 eta: 11:39:15 batch_cost: 0.9603 data_cost: 0.0005 ips: 49.9845 images/s [03/13 23:17:29] ppdet.engine INFO: Epoch: [229] [460/610] learning_rate: 0.031127 loss_vfl: 0.791171 loss_bbox: 0.339065 loss_dfl: 0.358954 loss: 1.463892 eta: 11:38:55 batch_cost: 0.8865 data_cost: 0.0004 ips: 54.1476 images/s [03/13 23:17:51] ppdet.engine INFO: Epoch: [229] [480/610] learning_rate: 0.031099 loss_vfl: 0.805575 loss_bbox: 0.341549 loss_dfl: 0.368172 loss: 1.529609 eta: 11:38:35 batch_cost: 0.9731 data_cost: 0.0004 ips: 49.3247 images/s [03/13 23:18:13] ppdet.engine INFO: Epoch: [229] [500/610] learning_rate: 0.031072 loss_vfl: 0.825677 loss_bbox: 0.373409 loss_dfl: 0.385683 loss: 1.574497 eta: 11:38:16 batch_cost: 0.9524 data_cost: 0.0004 ips: 50.3967 images/s [03/13 23:18:35] ppdet.engine INFO: Epoch: [229] [520/610] learning_rate: 0.031044 loss_vfl: 0.799397 loss_bbox: 0.347035 loss_dfl: 0.372714 loss: 1.512693 eta: 11:37:56 batch_cost: 0.9907 data_cost: 0.0009 ips: 48.4505 images/s [03/13 23:18:57] ppdet.engine INFO: Epoch: [229] [540/610] learning_rate: 0.031016 loss_vfl: 0.799690 loss_bbox: 0.348130 loss_dfl: 0.374691 loss: 1.548366 eta: 11:37:37 batch_cost: 0.9929 data_cost: 0.0005 ips: 48.3412 images/s [03/13 23:19:20] ppdet.engine INFO: Epoch: [229] [560/610] learning_rate: 0.030988 loss_vfl: 0.782300 loss_bbox: 0.354449 loss_dfl: 0.358270 loss: 1.489523 eta: 11:37:17 batch_cost: 1.0345 data_cost: 0.0004 ips: 46.4007 images/s [03/13 23:19:41] ppdet.engine INFO: Epoch: [229] [580/610] learning_rate: 0.030961 loss_vfl: 0.816386 loss_bbox: 0.370258 loss_dfl: 0.386905 loss: 1.580290 eta: 11:36:58 batch_cost: 0.9336 data_cost: 0.0004 ips: 51.4146 images/s [03/13 23:20:03] ppdet.engine INFO: Epoch: [229] [600/610] learning_rate: 0.030933 loss_vfl: 0.881474 loss_bbox: 0.401253 loss_dfl: 0.407215 loss: 1.684377 eta: 11:36:38 batch_cost: 0.9903 data_cost: 0.0005 ips: 48.4697 images/s [03/13 23:20:12] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 23:20:12] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/13 23:20:12] ppdet.engine INFO: Eval iter: 0 [03/13 23:20:35] ppdet.engine INFO: Eval iter: 100 [03/13 23:20:43] ppdet.engine INFO: Eval iter: 200 [03/13 23:20:52] ppdet.engine INFO: Eval iter: 300 [03/13 23:21:00] ppdet.engine INFO: Eval iter: 400 [03/13 23:21:09] ppdet.engine INFO: Eval iter: 500 [03/13 23:21:18] ppdet.engine INFO: Eval iter: 600 [03/13 23:21:31] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.00s) creating index... index created! [03/13 23:21:32] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.04s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=61.23s). Accumulating evaluation results... DONE (t=12.03s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.373 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.533 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.396 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.157 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.316 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.499 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.530 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.265 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.767 [03/13 23:22:53] ppdet.engine INFO: Total sample number: 4952, averge FPS: 71.64089502768495 [03/13 23:22:53] ppdet.engine INFO: Best test bbox ap is 0.375. [03/13 23:22:53] ppdet.engine INFO: Epoch: [230] [ 0/610] learning_rate: 0.030919 loss_vfl: 0.820796 loss_bbox: 0.373847 loss_dfl: 0.385714 loss: 1.605548 eta: 11:36:27 batch_cost: 0.6932 data_cost: 0.0004 ips: 69.2417 images/s [03/13 23:23:17] ppdet.engine INFO: Epoch: [230] [ 20/610] learning_rate: 0.030892 loss_vfl: 0.847459 loss_bbox: 0.391325 loss_dfl: 0.410240 loss: 1.662044 eta: 11:36:08 batch_cost: 1.0627 data_cost: 0.0005 ips: 45.1684 images/s [03/13 23:23:38] ppdet.engine INFO: Epoch: [230] [ 40/610] learning_rate: 0.030864 loss_vfl: 0.821484 loss_bbox: 0.364482 loss_dfl: 0.381907 loss: 1.566986 eta: 11:35:48 batch_cost: 0.9688 data_cost: 0.0004 ips: 49.5462 images/s [03/13 23:24:02] ppdet.engine INFO: Epoch: [230] [ 60/610] learning_rate: 0.030836 loss_vfl: 0.783200 loss_bbox: 0.346699 loss_dfl: 0.363499 loss: 1.507055 eta: 11:35:29 batch_cost: 1.0425 data_cost: 0.0004 ips: 46.0447 images/s [03/13 23:24:23] ppdet.engine INFO: Epoch: [230] [ 80/610] learning_rate: 0.030809 loss_vfl: 0.810406 loss_bbox: 0.361755 loss_dfl: 0.369413 loss: 1.538928 eta: 11:35:09 batch_cost: 0.9592 data_cost: 0.0004 ips: 50.0418 images/s [03/13 23:24:44] ppdet.engine INFO: Epoch: [230] [100/610] learning_rate: 0.030781 loss_vfl: 0.823894 loss_bbox: 0.362996 loss_dfl: 0.387782 loss: 1.580494 eta: 11:34:49 batch_cost: 0.9767 data_cost: 0.0004 ips: 49.1474 images/s [03/13 23:25:06] ppdet.engine INFO: Epoch: [230] [120/610] learning_rate: 0.030754 loss_vfl: 0.822637 loss_bbox: 0.362267 loss_dfl: 0.384358 loss: 1.548585 eta: 11:34:29 batch_cost: 0.8918 data_cost: 0.0004 ips: 53.8255 images/s [03/13 23:25:27] ppdet.engine INFO: Epoch: [230] [140/610] learning_rate: 0.030726 loss_vfl: 0.871792 loss_bbox: 0.389955 loss_dfl: 0.408582 loss: 1.679227 eta: 11:34:10 batch_cost: 0.9595 data_cost: 0.0004 ips: 50.0239 images/s [03/13 23:25:49] ppdet.engine INFO: Epoch: [230] [160/610] learning_rate: 0.030698 loss_vfl: 0.863981 loss_bbox: 0.390251 loss_dfl: 0.403311 loss: 1.650301 eta: 11:33:50 batch_cost: 0.9596 data_cost: 0.0004 ips: 50.0220 images/s [03/13 23:26:11] ppdet.engine INFO: Epoch: [230] [180/610] learning_rate: 0.030671 loss_vfl: 0.845309 loss_bbox: 0.377624 loss_dfl: 0.389445 loss: 1.612689 eta: 11:33:31 batch_cost: 0.9982 data_cost: 0.0013 ips: 48.0873 images/s [03/13 23:26:34] ppdet.engine INFO: Epoch: [230] [200/610] learning_rate: 0.030643 loss_vfl: 0.807288 loss_bbox: 0.354592 loss_dfl: 0.367346 loss: 1.514795 eta: 11:33:11 batch_cost: 0.9826 data_cost: 0.0005 ips: 48.8481 images/s [03/13 23:26:56] ppdet.engine INFO: Epoch: [230] [220/610] learning_rate: 0.030616 loss_vfl: 0.767906 loss_bbox: 0.341252 loss_dfl: 0.374416 loss: 1.494428 eta: 11:32:52 batch_cost: 1.0440 data_cost: 0.0004 ips: 45.9790 images/s [03/13 23:27:18] ppdet.engine INFO: Epoch: [230] [240/610] learning_rate: 0.030588 loss_vfl: 0.819382 loss_bbox: 0.353290 loss_dfl: 0.384616 loss: 1.562203 eta: 11:32:32 batch_cost: 0.9494 data_cost: 0.0004 ips: 50.5569 images/s [03/13 23:27:40] ppdet.engine INFO: Epoch: [230] [260/610] learning_rate: 0.030561 loss_vfl: 0.808960 loss_bbox: 0.364632 loss_dfl: 0.385145 loss: 1.577001 eta: 11:32:12 batch_cost: 0.9763 data_cost: 0.0004 ips: 49.1644 images/s [03/13 23:28:03] ppdet.engine INFO: Epoch: [230] [280/610] learning_rate: 0.030533 loss_vfl: 0.825151 loss_bbox: 0.379163 loss_dfl: 0.385883 loss: 1.600061 eta: 11:31:53 batch_cost: 0.9963 data_cost: 0.0006 ips: 48.1770 images/s [03/13 23:28:24] ppdet.engine INFO: Epoch: [230] [300/610] learning_rate: 0.030506 loss_vfl: 0.804855 loss_bbox: 0.348665 loss_dfl: 0.369677 loss: 1.526240 eta: 11:31:33 batch_cost: 0.9793 data_cost: 0.0004 ips: 49.0154 images/s [03/13 23:28:45] ppdet.engine INFO: Epoch: [230] [320/610] learning_rate: 0.030478 loss_vfl: 0.836687 loss_bbox: 0.375340 loss_dfl: 0.380879 loss: 1.580360 eta: 11:31:14 batch_cost: 0.9449 data_cost: 0.0004 ips: 50.8009 images/s [03/13 23:29:07] ppdet.engine INFO: Epoch: [230] [340/610] learning_rate: 0.030451 loss_vfl: 0.819034 loss_bbox: 0.384382 loss_dfl: 0.384603 loss: 1.594159 eta: 11:30:54 batch_cost: 0.9931 data_cost: 0.0004 ips: 48.3349 images/s [03/13 23:29:29] ppdet.engine INFO: Epoch: [230] [360/610] learning_rate: 0.030423 loss_vfl: 0.812622 loss_bbox: 0.371576 loss_dfl: 0.391985 loss: 1.572328 eta: 11:30:35 batch_cost: 1.0204 data_cost: 0.0004 ips: 47.0384 images/s [03/13 23:29:52] ppdet.engine INFO: Epoch: [230] [380/610] learning_rate: 0.030396 loss_vfl: 0.822469 loss_bbox: 0.360442 loss_dfl: 0.371798 loss: 1.537826 eta: 11:30:16 batch_cost: 1.0501 data_cost: 0.0004 ips: 45.7114 images/s [03/13 23:30:12] ppdet.engine INFO: Epoch: [230] [400/610] learning_rate: 0.030368 loss_vfl: 0.825921 loss_bbox: 0.376465 loss_dfl: 0.381938 loss: 1.588885 eta: 11:29:56 batch_cost: 0.9174 data_cost: 0.0005 ips: 52.3233 images/s [03/13 23:30:34] ppdet.engine INFO: Epoch: [230] [420/610] learning_rate: 0.030341 loss_vfl: 0.797301 loss_bbox: 0.351917 loss_dfl: 0.370142 loss: 1.520792 eta: 11:29:36 batch_cost: 0.9068 data_cost: 0.0006 ips: 52.9331 images/s [03/13 23:30:55] ppdet.engine INFO: Epoch: [230] [440/610] learning_rate: 0.030314 loss_vfl: 0.843686 loss_bbox: 0.369658 loss_dfl: 0.389971 loss: 1.597263 eta: 11:29:16 batch_cost: 1.0045 data_cost: 0.0004 ips: 47.7829 images/s [03/13 23:31:18] ppdet.engine INFO: Epoch: [230] [460/610] learning_rate: 0.030286 loss_vfl: 0.820892 loss_bbox: 0.362677 loss_dfl: 0.382533 loss: 1.556362 eta: 11:28:57 batch_cost: 0.9681 data_cost: 0.0004 ips: 49.5817 images/s [03/13 23:31:39] ppdet.engine INFO: Epoch: [230] [480/610] learning_rate: 0.030259 loss_vfl: 0.830752 loss_bbox: 0.356762 loss_dfl: 0.372223 loss: 1.557669 eta: 11:28:37 batch_cost: 0.9153 data_cost: 0.0005 ips: 52.4426 images/s [03/13 23:32:01] ppdet.engine INFO: Epoch: [230] [500/610] learning_rate: 0.030231 loss_vfl: 0.802600 loss_bbox: 0.359014 loss_dfl: 0.374587 loss: 1.522524 eta: 11:28:17 batch_cost: 1.0031 data_cost: 0.0004 ips: 47.8501 images/s [03/13 23:32:22] ppdet.engine INFO: Epoch: [230] [520/610] learning_rate: 0.030204 loss_vfl: 0.783479 loss_bbox: 0.363389 loss_dfl: 0.363616 loss: 1.535880 eta: 11:27:58 batch_cost: 0.9336 data_cost: 0.0004 ips: 51.4123 images/s [03/13 23:32:44] ppdet.engine INFO: Epoch: [230] [540/610] learning_rate: 0.030177 loss_vfl: 0.812861 loss_bbox: 0.354093 loss_dfl: 0.374568 loss: 1.523360 eta: 11:27:38 batch_cost: 0.9846 data_cost: 0.0004 ips: 48.7483 images/s [03/13 23:33:06] ppdet.engine INFO: Epoch: [230] [560/610] learning_rate: 0.030149 loss_vfl: 0.751042 loss_bbox: 0.341683 loss_dfl: 0.364697 loss: 1.464251 eta: 11:27:19 batch_cost: 1.0002 data_cost: 0.0004 ips: 47.9923 images/s [03/13 23:33:29] ppdet.engine INFO: Epoch: [230] [580/610] learning_rate: 0.030122 loss_vfl: 0.825288 loss_bbox: 0.379319 loss_dfl: 0.391081 loss: 1.571992 eta: 11:26:59 batch_cost: 1.0503 data_cost: 0.0004 ips: 45.7004 images/s [03/13 23:33:49] ppdet.engine INFO: Epoch: [230] [600/610] learning_rate: 0.030095 loss_vfl: 0.792935 loss_bbox: 0.357741 loss_dfl: 0.378177 loss: 1.526947 eta: 11:26:40 batch_cost: 0.9323 data_cost: 0.0005 ips: 51.4875 images/s [03/13 23:34:12] ppdet.engine INFO: Epoch: [231] [ 0/610] learning_rate: 0.030081 loss_vfl: 0.822280 loss_bbox: 0.372223 loss_dfl: 0.383096 loss: 1.556119 eta: 11:26:32 batch_cost: 1.3506 data_cost: 0.5805 ips: 35.5409 images/s [03/13 23:34:37] ppdet.engine INFO: Epoch: [231] [ 20/610] learning_rate: 0.030054 loss_vfl: 0.772027 loss_bbox: 0.352823 loss_dfl: 0.361498 loss: 1.483550 eta: 11:26:13 batch_cost: 1.1129 data_cost: 0.0004 ips: 43.1324 images/s [03/13 23:35:00] ppdet.engine INFO: Epoch: [231] [ 40/610] learning_rate: 0.030026 loss_vfl: 0.805081 loss_bbox: 0.366081 loss_dfl: 0.385427 loss: 1.553516 eta: 11:25:54 batch_cost: 1.0289 data_cost: 0.0005 ips: 46.6503 images/s [03/13 23:35:22] ppdet.engine INFO: Epoch: [231] [ 60/610] learning_rate: 0.029999 loss_vfl: 0.752759 loss_bbox: 0.343721 loss_dfl: 0.356791 loss: 1.454619 eta: 11:25:35 batch_cost: 0.9826 data_cost: 0.0006 ips: 48.8478 images/s [03/13 23:35:45] ppdet.engine INFO: Epoch: [231] [ 80/610] learning_rate: 0.029972 loss_vfl: 0.774695 loss_bbox: 0.351436 loss_dfl: 0.373739 loss: 1.482402 eta: 11:25:15 batch_cost: 0.9937 data_cost: 0.0004 ips: 48.3020 images/s [03/13 23:36:08] ppdet.engine INFO: Epoch: [231] [100/610] learning_rate: 0.029944 loss_vfl: 0.818977 loss_bbox: 0.372157 loss_dfl: 0.380381 loss: 1.574899 eta: 11:24:56 batch_cost: 1.0170 data_cost: 0.0010 ips: 47.1957 images/s [03/13 23:36:30] ppdet.engine INFO: Epoch: [231] [120/610] learning_rate: 0.029917 loss_vfl: 0.814295 loss_bbox: 0.353679 loss_dfl: 0.391787 loss: 1.572577 eta: 11:24:36 batch_cost: 0.9610 data_cost: 0.0004 ips: 49.9472 images/s [03/13 23:36:52] ppdet.engine INFO: Epoch: [231] [140/610] learning_rate: 0.029890 loss_vfl: 0.826309 loss_bbox: 0.368635 loss_dfl: 0.391194 loss: 1.576469 eta: 11:24:17 batch_cost: 1.0029 data_cost: 0.0004 ips: 47.8626 images/s [03/13 23:37:14] ppdet.engine INFO: Epoch: [231] [160/610] learning_rate: 0.029863 loss_vfl: 0.827171 loss_bbox: 0.361155 loss_dfl: 0.382622 loss: 1.586780 eta: 11:23:57 batch_cost: 1.0116 data_cost: 0.0004 ips: 47.4514 images/s [03/13 23:37:37] ppdet.engine INFO: Epoch: [231] [180/610] learning_rate: 0.029835 loss_vfl: 0.807326 loss_bbox: 0.371843 loss_dfl: 0.378650 loss: 1.558225 eta: 11:23:38 batch_cost: 0.9655 data_cost: 0.0007 ips: 49.7142 images/s [03/13 23:37:58] ppdet.engine INFO: Epoch: [231] [200/610] learning_rate: 0.029808 loss_vfl: 0.808308 loss_bbox: 0.365537 loss_dfl: 0.384564 loss: 1.559253 eta: 11:23:18 batch_cost: 0.9582 data_cost: 0.0005 ips: 50.0937 images/s [03/13 23:38:19] ppdet.engine INFO: Epoch: [231] [220/610] learning_rate: 0.029781 loss_vfl: 0.811777 loss_bbox: 0.364686 loss_dfl: 0.383321 loss: 1.563447 eta: 11:22:58 batch_cost: 0.9321 data_cost: 0.0004 ips: 51.4954 images/s [03/13 23:38:41] ppdet.engine INFO: Epoch: [231] [240/610] learning_rate: 0.029754 loss_vfl: 0.813525 loss_bbox: 0.379883 loss_dfl: 0.373197 loss: 1.546343 eta: 11:22:38 batch_cost: 0.9671 data_cost: 0.0004 ips: 49.6313 images/s [03/13 23:39:03] ppdet.engine INFO: Epoch: [231] [260/610] learning_rate: 0.029727 loss_vfl: 0.802329 loss_bbox: 0.365012 loss_dfl: 0.372795 loss: 1.532551 eta: 11:22:19 batch_cost: 1.0362 data_cost: 0.0005 ips: 46.3248 images/s [03/13 23:39:25] ppdet.engine INFO: Epoch: [231] [280/610] learning_rate: 0.029699 loss_vfl: 0.838026 loss_bbox: 0.380988 loss_dfl: 0.401744 loss: 1.610867 eta: 11:22:00 batch_cost: 0.9799 data_cost: 0.0004 ips: 48.9836 images/s [03/13 23:39:48] ppdet.engine INFO: Epoch: [231] [300/610] learning_rate: 0.029672 loss_vfl: 0.830323 loss_bbox: 0.356085 loss_dfl: 0.385150 loss: 1.573134 eta: 11:21:39 batch_cost: 0.8861 data_cost: 0.0004 ips: 54.1706 images/s [03/13 23:40:10] ppdet.engine INFO: Epoch: [231] [320/610] learning_rate: 0.029645 loss_vfl: 0.775958 loss_bbox: 0.341927 loss_dfl: 0.356546 loss: 1.473585 eta: 11:21:20 batch_cost: 1.0159 data_cost: 0.0004 ips: 47.2505 images/s [03/13 23:40:32] ppdet.engine INFO: Epoch: [231] [340/610] learning_rate: 0.029618 loss_vfl: 0.858374 loss_bbox: 0.406193 loss_dfl: 0.409127 loss: 1.664871 eta: 11:21:00 batch_cost: 0.9520 data_cost: 0.0011 ips: 50.4187 images/s [03/13 23:40:54] ppdet.engine INFO: Epoch: [231] [360/610] learning_rate: 0.029591 loss_vfl: 0.845846 loss_bbox: 0.382539 loss_dfl: 0.396631 loss: 1.630032 eta: 11:20:41 batch_cost: 0.9798 data_cost: 0.0006 ips: 48.9885 images/s [03/13 23:41:15] ppdet.engine INFO: Epoch: [231] [380/610] learning_rate: 0.029564 loss_vfl: 0.773144 loss_bbox: 0.355923 loss_dfl: 0.363126 loss: 1.508361 eta: 11:20:21 batch_cost: 0.9414 data_cost: 0.0009 ips: 50.9868 images/s [03/13 23:41:37] ppdet.engine INFO: Epoch: [231] [400/610] learning_rate: 0.029536 loss_vfl: 0.856551 loss_bbox: 0.406388 loss_dfl: 0.398369 loss: 1.665045 eta: 11:20:01 batch_cost: 0.9948 data_cost: 0.0004 ips: 48.2508 images/s [03/13 23:42:00] ppdet.engine INFO: Epoch: [231] [420/610] learning_rate: 0.029509 loss_vfl: 0.848905 loss_bbox: 0.387403 loss_dfl: 0.399205 loss: 1.658044 eta: 11:19:42 batch_cost: 0.9718 data_cost: 0.0005 ips: 49.3931 images/s [03/13 23:42:21] ppdet.engine INFO: Epoch: [231] [440/610] learning_rate: 0.029482 loss_vfl: 0.812982 loss_bbox: 0.351705 loss_dfl: 0.374710 loss: 1.555963 eta: 11:19:22 batch_cost: 0.9390 data_cost: 0.0004 ips: 51.1192 images/s [03/13 23:42:42] ppdet.engine INFO: Epoch: [231] [460/610] learning_rate: 0.029455 loss_vfl: 0.853421 loss_bbox: 0.375246 loss_dfl: 0.393897 loss: 1.619598 eta: 11:19:03 batch_cost: 0.9905 data_cost: 0.0004 ips: 48.4592 images/s [03/13 23:43:04] ppdet.engine INFO: Epoch: [231] [480/610] learning_rate: 0.029428 loss_vfl: 0.803022 loss_bbox: 0.371223 loss_dfl: 0.382001 loss: 1.547663 eta: 11:18:43 batch_cost: 0.9715 data_cost: 0.0004 ips: 49.4098 images/s [03/13 23:43:26] ppdet.engine INFO: Epoch: [231] [500/610] learning_rate: 0.029401 loss_vfl: 0.816453 loss_bbox: 0.373176 loss_dfl: 0.383816 loss: 1.563363 eta: 11:18:23 batch_cost: 0.9307 data_cost: 0.0004 ips: 51.5750 images/s [03/13 23:43:48] ppdet.engine INFO: Epoch: [231] [520/610] learning_rate: 0.029374 loss_vfl: 0.873923 loss_bbox: 0.390657 loss_dfl: 0.406282 loss: 1.662668 eta: 11:18:03 batch_cost: 0.9451 data_cost: 0.0004 ips: 50.7878 images/s [03/13 23:44:10] ppdet.engine INFO: Epoch: [231] [540/610] learning_rate: 0.029347 loss_vfl: 0.850729 loss_bbox: 0.392082 loss_dfl: 0.406675 loss: 1.631843 eta: 11:17:44 batch_cost: 0.9485 data_cost: 0.0004 ips: 50.6086 images/s [03/13 23:44:32] ppdet.engine INFO: Epoch: [231] [560/610] learning_rate: 0.029320 loss_vfl: 0.860279 loss_bbox: 0.382435 loss_dfl: 0.395950 loss: 1.659942 eta: 11:17:24 batch_cost: 0.9071 data_cost: 0.0004 ips: 52.9146 images/s [03/13 23:44:53] ppdet.engine INFO: Epoch: [231] [580/610] learning_rate: 0.029293 loss_vfl: 0.878584 loss_bbox: 0.384126 loss_dfl: 0.407493 loss: 1.665521 eta: 11:17:04 batch_cost: 0.9976 data_cost: 0.0004 ips: 48.1177 images/s [03/13 23:45:14] ppdet.engine INFO: Epoch: [231] [600/610] learning_rate: 0.029266 loss_vfl: 0.803949 loss_bbox: 0.357699 loss_dfl: 0.378213 loss: 1.530669 eta: 11:16:44 batch_cost: 0.8907 data_cost: 0.0006 ips: 53.8908 images/s [03/13 23:45:37] ppdet.engine INFO: Epoch: [232] [ 0/610] learning_rate: 0.029252 loss_vfl: 0.788481 loss_bbox: 0.338068 loss_dfl: 0.371943 loss: 1.504596 eta: 11:16:37 batch_cost: 1.3530 data_cost: 0.4136 ips: 35.4755 images/s [03/13 23:46:01] ppdet.engine INFO: Epoch: [232] [ 20/610] learning_rate: 0.029225 loss_vfl: 0.851570 loss_bbox: 0.382702 loss_dfl: 0.398336 loss: 1.639090 eta: 11:16:18 batch_cost: 1.0886 data_cost: 0.0004 ips: 44.0947 images/s [03/13 23:46:23] ppdet.engine INFO: Epoch: [232] [ 40/610] learning_rate: 0.029198 loss_vfl: 0.763588 loss_bbox: 0.348520 loss_dfl: 0.356338 loss: 1.448377 eta: 11:15:58 batch_cost: 0.9499 data_cost: 0.0004 ips: 50.5312 images/s [03/13 23:46:44] ppdet.engine INFO: Epoch: [232] [ 60/610] learning_rate: 0.029171 loss_vfl: 0.836871 loss_bbox: 0.371473 loss_dfl: 0.389425 loss: 1.595367 eta: 11:15:38 batch_cost: 0.9455 data_cost: 0.0004 ips: 50.7663 images/s [03/13 23:47:06] ppdet.engine INFO: Epoch: [232] [ 80/610] learning_rate: 0.029144 loss_vfl: 0.830466 loss_bbox: 0.370434 loss_dfl: 0.387466 loss: 1.581712 eta: 11:15:18 batch_cost: 0.8652 data_cost: 0.0004 ips: 55.4796 images/s [03/13 23:47:29] ppdet.engine INFO: Epoch: [232] [100/610] learning_rate: 0.029117 loss_vfl: 0.795231 loss_bbox: 0.367528 loss_dfl: 0.386151 loss: 1.561435 eta: 11:14:58 batch_cost: 0.9352 data_cost: 0.0004 ips: 51.3255 images/s [03/13 23:47:51] ppdet.engine INFO: Epoch: [232] [120/610] learning_rate: 0.029091 loss_vfl: 0.807965 loss_bbox: 0.352620 loss_dfl: 0.372675 loss: 1.531948 eta: 11:14:39 batch_cost: 0.9734 data_cost: 0.0004 ips: 49.3113 images/s [03/13 23:48:13] ppdet.engine INFO: Epoch: [232] [140/610] learning_rate: 0.029064 loss_vfl: 0.797649 loss_bbox: 0.373185 loss_dfl: 0.393514 loss: 1.579395 eta: 11:14:19 batch_cost: 0.9701 data_cost: 0.0011 ips: 49.4805 images/s [03/13 23:48:35] ppdet.engine INFO: Epoch: [232] [160/610] learning_rate: 0.029037 loss_vfl: 0.804833 loss_bbox: 0.350820 loss_dfl: 0.368996 loss: 1.538415 eta: 11:13:59 batch_cost: 0.9549 data_cost: 0.0004 ips: 50.2670 images/s [03/13 23:48:58] ppdet.engine INFO: Epoch: [232] [180/610] learning_rate: 0.029010 loss_vfl: 0.791479 loss_bbox: 0.358582 loss_dfl: 0.389051 loss: 1.537990 eta: 11:13:40 batch_cost: 1.0391 data_cost: 0.0004 ips: 46.1957 images/s [03/13 23:49:19] ppdet.engine INFO: Epoch: [232] [200/610] learning_rate: 0.028983 loss_vfl: 0.808146 loss_bbox: 0.366722 loss_dfl: 0.377861 loss: 1.532945 eta: 11:13:20 batch_cost: 0.9313 data_cost: 0.0004 ips: 51.5411 images/s [03/13 23:49:41] ppdet.engine INFO: Epoch: [232] [220/610] learning_rate: 0.028956 loss_vfl: 0.829463 loss_bbox: 0.383251 loss_dfl: 0.401845 loss: 1.617448 eta: 11:13:01 batch_cost: 1.0356 data_cost: 0.0004 ips: 46.3506 images/s [03/13 23:50:03] ppdet.engine INFO: Epoch: [232] [240/610] learning_rate: 0.028929 loss_vfl: 0.837105 loss_bbox: 0.377244 loss_dfl: 0.395592 loss: 1.601957 eta: 11:12:41 batch_cost: 0.9955 data_cost: 0.0004 ips: 48.2194 images/s [03/13 23:50:24] ppdet.engine INFO: Epoch: [232] [260/610] learning_rate: 0.028902 loss_vfl: 0.806394 loss_bbox: 0.368954 loss_dfl: 0.382729 loss: 1.560866 eta: 11:12:21 batch_cost: 0.8939 data_cost: 0.0004 ips: 53.6979 images/s [03/13 23:50:47] ppdet.engine INFO: Epoch: [232] [280/610] learning_rate: 0.028875 loss_vfl: 0.795111 loss_bbox: 0.368271 loss_dfl: 0.364926 loss: 1.510557 eta: 11:12:02 batch_cost: 0.9879 data_cost: 0.0006 ips: 48.5869 images/s [03/13 23:51:09] ppdet.engine INFO: Epoch: [232] [300/610] learning_rate: 0.028849 loss_vfl: 0.855574 loss_bbox: 0.380503 loss_dfl: 0.388777 loss: 1.602116 eta: 11:11:42 batch_cost: 0.9946 data_cost: 0.0004 ips: 48.2588 images/s [03/13 23:51:31] ppdet.engine INFO: Epoch: [232] [320/610] learning_rate: 0.028822 loss_vfl: 0.847555 loss_bbox: 0.388132 loss_dfl: 0.415076 loss: 1.674949 eta: 11:11:23 batch_cost: 0.9823 data_cost: 0.0004 ips: 48.8635 images/s [03/13 23:51:52] ppdet.engine INFO: Epoch: [232] [340/610] learning_rate: 0.028795 loss_vfl: 0.833608 loss_bbox: 0.386723 loss_dfl: 0.389663 loss: 1.614275 eta: 11:11:03 batch_cost: 0.9316 data_cost: 0.0004 ips: 51.5239 images/s [03/13 23:52:14] ppdet.engine INFO: Epoch: [232] [360/610] learning_rate: 0.028768 loss_vfl: 0.818981 loss_bbox: 0.352488 loss_dfl: 0.376969 loss: 1.556185 eta: 11:10:43 batch_cost: 0.9288 data_cost: 0.0005 ips: 51.6774 images/s [03/13 23:52:35] ppdet.engine INFO: Epoch: [232] [380/610] learning_rate: 0.028741 loss_vfl: 0.877211 loss_bbox: 0.399571 loss_dfl: 0.411518 loss: 1.696372 eta: 11:10:23 batch_cost: 0.9256 data_cost: 0.0004 ips: 51.8588 images/s [03/13 23:52:57] ppdet.engine INFO: Epoch: [232] [400/610] learning_rate: 0.028714 loss_vfl: 0.816128 loss_bbox: 0.364345 loss_dfl: 0.377316 loss: 1.558567 eta: 11:10:04 batch_cost: 0.9873 data_cost: 0.0004 ips: 48.6183 images/s [03/13 23:53:19] ppdet.engine INFO: Epoch: [232] [420/610] learning_rate: 0.028688 loss_vfl: 0.838570 loss_bbox: 0.366828 loss_dfl: 0.391151 loss: 1.597575 eta: 11:09:44 batch_cost: 1.0213 data_cost: 0.0004 ips: 46.9993 images/s [03/13 23:53:40] ppdet.engine INFO: Epoch: [232] [440/610] learning_rate: 0.028661 loss_vfl: 0.801181 loss_bbox: 0.366283 loss_dfl: 0.377571 loss: 1.559163 eta: 11:09:24 batch_cost: 0.8796 data_cost: 0.0004 ips: 54.5722 images/s [03/13 23:54:00] ppdet.engine INFO: Epoch: [232] [460/610] learning_rate: 0.028634 loss_vfl: 0.764292 loss_bbox: 0.359131 loss_dfl: 0.375437 loss: 1.521458 eta: 11:09:04 batch_cost: 0.8232 data_cost: 0.0004 ips: 58.3083 images/s [03/13 23:54:24] ppdet.engine INFO: Epoch: [232] [480/610] learning_rate: 0.028607 loss_vfl: 0.792068 loss_bbox: 0.366306 loss_dfl: 0.386665 loss: 1.556757 eta: 11:08:44 batch_cost: 1.0174 data_cost: 0.0004 ips: 47.1787 images/s [03/13 23:54:45] ppdet.engine INFO: Epoch: [232] [500/610] learning_rate: 0.028581 loss_vfl: 0.822635 loss_bbox: 0.369969 loss_dfl: 0.393006 loss: 1.592532 eta: 11:08:25 batch_cost: 0.9365 data_cost: 0.0004 ips: 51.2544 images/s [03/13 23:55:08] ppdet.engine INFO: Epoch: [232] [520/610] learning_rate: 0.028554 loss_vfl: 0.816185 loss_bbox: 0.369596 loss_dfl: 0.387619 loss: 1.563040 eta: 11:08:05 batch_cost: 1.0391 data_cost: 0.0004 ips: 46.1951 images/s [03/13 23:55:29] ppdet.engine INFO: Epoch: [232] [540/610] learning_rate: 0.028527 loss_vfl: 0.899221 loss_bbox: 0.417695 loss_dfl: 0.422758 loss: 1.720605 eta: 11:07:45 batch_cost: 0.9100 data_cost: 0.0004 ips: 52.7482 images/s [03/13 23:55:51] ppdet.engine INFO: Epoch: [232] [560/610] learning_rate: 0.028500 loss_vfl: 0.809059 loss_bbox: 0.375187 loss_dfl: 0.394094 loss: 1.583612 eta: 11:07:26 batch_cost: 1.0118 data_cost: 0.0004 ips: 47.4397 images/s [03/13 23:56:13] ppdet.engine INFO: Epoch: [232] [580/610] learning_rate: 0.028474 loss_vfl: 0.826711 loss_bbox: 0.365033 loss_dfl: 0.366626 loss: 1.542466 eta: 11:07:07 batch_cost: 1.0138 data_cost: 0.0004 ips: 47.3470 images/s [03/13 23:56:33] ppdet.engine INFO: Epoch: [232] [600/610] learning_rate: 0.028447 loss_vfl: 0.826053 loss_bbox: 0.360000 loss_dfl: 0.366612 loss: 1.533609 eta: 11:06:47 batch_cost: 0.9216 data_cost: 0.0005 ips: 52.0825 images/s [03/13 23:56:56] ppdet.engine INFO: Epoch: [233] [ 0/610] learning_rate: 0.028434 loss_vfl: 0.783558 loss_bbox: 0.360944 loss_dfl: 0.368514 loss: 1.532018 eta: 11:06:39 batch_cost: 1.3592 data_cost: 0.6045 ips: 35.3151 images/s [03/13 23:57:23] ppdet.engine INFO: Epoch: [233] [ 20/610] learning_rate: 0.028407 loss_vfl: 0.798449 loss_bbox: 0.343633 loss_dfl: 0.373618 loss: 1.533932 eta: 11:06:21 batch_cost: 1.1678 data_cost: 0.0008 ips: 41.1012 images/s [03/13 23:57:44] ppdet.engine INFO: Epoch: [233] [ 40/610] learning_rate: 0.028380 loss_vfl: 0.812474 loss_bbox: 0.369049 loss_dfl: 0.393180 loss: 1.571172 eta: 11:06:01 batch_cost: 0.9322 data_cost: 0.0005 ips: 51.4893 images/s [03/13 23:58:06] ppdet.engine INFO: Epoch: [233] [ 60/610] learning_rate: 0.028354 loss_vfl: 0.813299 loss_bbox: 0.384718 loss_dfl: 0.382807 loss: 1.566003 eta: 11:05:42 batch_cost: 1.0307 data_cost: 0.0022 ips: 46.5685 images/s [03/13 23:58:29] ppdet.engine INFO: Epoch: [233] [ 80/610] learning_rate: 0.028327 loss_vfl: 0.835017 loss_bbox: 0.369089 loss_dfl: 0.384303 loss: 1.606877 eta: 11:05:22 batch_cost: 0.9246 data_cost: 0.0011 ips: 51.9124 images/s [03/13 23:58:50] ppdet.engine INFO: Epoch: [233] [100/610] learning_rate: 0.028301 loss_vfl: 0.757331 loss_bbox: 0.347283 loss_dfl: 0.363143 loss: 1.466821 eta: 11:05:02 batch_cost: 0.9719 data_cost: 0.0004 ips: 49.3876 images/s [03/13 23:59:12] ppdet.engine INFO: Epoch: [233] [120/610] learning_rate: 0.028274 loss_vfl: 0.809774 loss_bbox: 0.360365 loss_dfl: 0.383791 loss: 1.539407 eta: 11:04:43 batch_cost: 0.9778 data_cost: 0.0004 ips: 49.0889 images/s [03/13 23:59:34] ppdet.engine INFO: Epoch: [233] [140/610] learning_rate: 0.028247 loss_vfl: 0.825343 loss_bbox: 0.363678 loss_dfl: 0.385802 loss: 1.583820 eta: 11:04:23 batch_cost: 0.9981 data_cost: 0.0005 ips: 48.0917 images/s [03/13 23:59:57] ppdet.engine INFO: Epoch: [233] [160/610] learning_rate: 0.028221 loss_vfl: 0.835484 loss_bbox: 0.372167 loss_dfl: 0.387958 loss: 1.592068 eta: 11:04:04 batch_cost: 0.9617 data_cost: 0.0004 ips: 49.9093 images/s [03/14 00:00:19] ppdet.engine INFO: Epoch: [233] [180/610] learning_rate: 0.028194 loss_vfl: 0.807718 loss_bbox: 0.363280 loss_dfl: 0.383451 loss: 1.544513 eta: 11:03:44 batch_cost: 1.0191 data_cost: 0.0004 ips: 47.0991 images/s [03/14 00:00:41] ppdet.engine INFO: Epoch: [233] [200/610] learning_rate: 0.028168 loss_vfl: 0.795294 loss_bbox: 0.379389 loss_dfl: 0.383672 loss: 1.541213 eta: 11:03:25 batch_cost: 0.9678 data_cost: 0.0004 ips: 49.5967 images/s [03/14 00:01:02] ppdet.engine INFO: Epoch: [233] [220/610] learning_rate: 0.028141 loss_vfl: 0.814751 loss_bbox: 0.359879 loss_dfl: 0.380120 loss: 1.551224 eta: 11:03:05 batch_cost: 0.9306 data_cost: 0.0004 ips: 51.5818 images/s [03/14 00:01:24] ppdet.engine INFO: Epoch: [233] [240/610] learning_rate: 0.028114 loss_vfl: 0.842566 loss_bbox: 0.410542 loss_dfl: 0.408716 loss: 1.670514 eta: 11:02:45 batch_cost: 1.0045 data_cost: 0.0004 ips: 47.7859 images/s [03/14 00:01:45] ppdet.engine INFO: Epoch: [233] [260/610] learning_rate: 0.028088 loss_vfl: 0.825011 loss_bbox: 0.361743 loss_dfl: 0.383145 loss: 1.575552 eta: 11:02:26 batch_cost: 0.9283 data_cost: 0.0004 ips: 51.7082 images/s [03/14 00:02:08] ppdet.engine INFO: Epoch: [233] [280/610] learning_rate: 0.028061 loss_vfl: 0.781831 loss_bbox: 0.355888 loss_dfl: 0.366048 loss: 1.501043 eta: 11:02:06 batch_cost: 0.9227 data_cost: 0.0004 ips: 52.0219 images/s [03/14 00:02:29] ppdet.engine INFO: Epoch: [233] [300/610] learning_rate: 0.028035 loss_vfl: 0.847262 loss_bbox: 0.365250 loss_dfl: 0.388527 loss: 1.603903 eta: 11:01:45 batch_cost: 0.8731 data_cost: 0.0004 ips: 54.9792 images/s [03/14 00:02:52] ppdet.engine INFO: Epoch: [233] [320/610] learning_rate: 0.028008 loss_vfl: 0.812262 loss_bbox: 0.349462 loss_dfl: 0.380865 loss: 1.546273 eta: 11:01:26 batch_cost: 0.9569 data_cost: 0.0004 ips: 50.1603 images/s [03/14 00:03:14] ppdet.engine INFO: Epoch: [233] [340/610] learning_rate: 0.027982 loss_vfl: 0.842562 loss_bbox: 0.382452 loss_dfl: 0.399760 loss: 1.612307 eta: 11:01:06 batch_cost: 1.0101 data_cost: 0.0004 ips: 47.5213 images/s [03/14 00:03:36] ppdet.engine INFO: Epoch: [233] [360/610] learning_rate: 0.027955 loss_vfl: 0.797698 loss_bbox: 0.341622 loss_dfl: 0.370720 loss: 1.502471 eta: 11:00:47 batch_cost: 0.9478 data_cost: 0.0004 ips: 50.6461 images/s [03/14 00:03:58] ppdet.engine INFO: Epoch: [233] [380/610] learning_rate: 0.027929 loss_vfl: 0.807905 loss_bbox: 0.375188 loss_dfl: 0.378253 loss: 1.566600 eta: 11:00:27 batch_cost: 0.9839 data_cost: 0.0004 ips: 48.7831 images/s [03/14 00:04:20] ppdet.engine INFO: Epoch: [233] [400/610] learning_rate: 0.027902 loss_vfl: 0.805076 loss_bbox: 0.358126 loss_dfl: 0.376694 loss: 1.548705 eta: 11:00:08 batch_cost: 1.0246 data_cost: 0.0010 ips: 46.8463 images/s [03/14 00:04:42] ppdet.engine INFO: Epoch: [233] [420/610] learning_rate: 0.027876 loss_vfl: 0.837659 loss_bbox: 0.363661 loss_dfl: 0.380460 loss: 1.595519 eta: 10:59:48 batch_cost: 1.0188 data_cost: 0.0005 ips: 47.1157 images/s [03/14 00:05:03] ppdet.engine INFO: Epoch: [233] [440/610] learning_rate: 0.027850 loss_vfl: 0.822866 loss_bbox: 0.372103 loss_dfl: 0.381748 loss: 1.588002 eta: 10:59:29 batch_cost: 0.9304 data_cost: 0.0006 ips: 51.5894 images/s [03/14 00:05:24] ppdet.engine INFO: Epoch: [233] [460/610] learning_rate: 0.027823 loss_vfl: 0.823911 loss_bbox: 0.371637 loss_dfl: 0.392068 loss: 1.608887 eta: 10:59:09 batch_cost: 0.8947 data_cost: 0.0005 ips: 53.6467 images/s [03/14 00:05:47] ppdet.engine INFO: Epoch: [233] [480/610] learning_rate: 0.027797 loss_vfl: 0.779810 loss_bbox: 0.356612 loss_dfl: 0.361248 loss: 1.497919 eta: 10:58:49 batch_cost: 1.0165 data_cost: 0.0004 ips: 47.2210 images/s [03/14 00:06:09] ppdet.engine INFO: Epoch: [233] [500/610] learning_rate: 0.027770 loss_vfl: 0.830425 loss_bbox: 0.379652 loss_dfl: 0.384391 loss: 1.597868 eta: 10:58:30 batch_cost: 0.9971 data_cost: 0.0004 ips: 48.1388 images/s [03/14 00:06:30] ppdet.engine INFO: Epoch: [233] [520/610] learning_rate: 0.027744 loss_vfl: 0.803672 loss_bbox: 0.353483 loss_dfl: 0.377668 loss: 1.527848 eta: 10:58:10 batch_cost: 0.9778 data_cost: 0.0004 ips: 49.0880 images/s [03/14 00:06:51] ppdet.engine INFO: Epoch: [233] [540/610] learning_rate: 0.027718 loss_vfl: 0.801263 loss_bbox: 0.353505 loss_dfl: 0.371780 loss: 1.539402 eta: 10:57:50 batch_cost: 0.9124 data_cost: 0.0011 ips: 52.6067 images/s [03/14 00:07:13] ppdet.engine INFO: Epoch: [233] [560/610] learning_rate: 0.027691 loss_vfl: 0.819001 loss_bbox: 0.361365 loss_dfl: 0.372252 loss: 1.548370 eta: 10:57:30 batch_cost: 0.9225 data_cost: 0.0004 ips: 52.0353 images/s [03/14 00:07:35] ppdet.engine INFO: Epoch: [233] [580/610] learning_rate: 0.027665 loss_vfl: 0.816975 loss_bbox: 0.366775 loss_dfl: 0.386192 loss: 1.558299 eta: 10:57:11 batch_cost: 0.9503 data_cost: 0.0076 ips: 50.5087 images/s [03/14 00:07:56] ppdet.engine INFO: Epoch: [233] [600/610] learning_rate: 0.027638 loss_vfl: 0.844385 loss_bbox: 0.383474 loss_dfl: 0.383984 loss: 1.616739 eta: 10:56:51 batch_cost: 0.9209 data_cost: 0.0006 ips: 52.1219 images/s [03/14 00:08:18] ppdet.engine INFO: Epoch: [234] [ 0/610] learning_rate: 0.027625 loss_vfl: 0.843724 loss_bbox: 0.369946 loss_dfl: 0.380064 loss: 1.616739 eta: 10:56:43 batch_cost: 1.3172 data_cost: 0.5965 ips: 36.4401 images/s [03/14 00:08:44] ppdet.engine INFO: Epoch: [234] [ 20/610] learning_rate: 0.027599 loss_vfl: 0.756893 loss_bbox: 0.340721 loss_dfl: 0.364093 loss: 1.443143 eta: 10:56:25 batch_cost: 1.1492 data_cost: 0.0004 ips: 41.7691 images/s [03/14 00:09:06] ppdet.engine INFO: Epoch: [234] [ 40/610] learning_rate: 0.027573 loss_vfl: 0.785290 loss_bbox: 0.380401 loss_dfl: 0.387133 loss: 1.550678 eta: 10:56:05 batch_cost: 0.9934 data_cost: 0.0004 ips: 48.3180 images/s [03/14 00:09:28] ppdet.engine INFO: Epoch: [234] [ 60/610] learning_rate: 0.027546 loss_vfl: 0.801760 loss_bbox: 0.347799 loss_dfl: 0.378043 loss: 1.529330 eta: 10:55:46 batch_cost: 1.0339 data_cost: 0.0004 ips: 46.4242 images/s [03/14 00:09:51] ppdet.engine INFO: Epoch: [234] [ 80/610] learning_rate: 0.027520 loss_vfl: 0.836956 loss_bbox: 0.391461 loss_dfl: 0.386376 loss: 1.619706 eta: 10:55:26 batch_cost: 0.9946 data_cost: 0.0004 ips: 48.2593 images/s [03/14 00:10:13] ppdet.engine INFO: Epoch: [234] [100/610] learning_rate: 0.027494 loss_vfl: 0.837921 loss_bbox: 0.391067 loss_dfl: 0.398768 loss: 1.606356 eta: 10:55:07 batch_cost: 0.9811 data_cost: 0.0004 ips: 48.9264 images/s [03/14 00:10:36] ppdet.engine INFO: Epoch: [234] [120/610] learning_rate: 0.027467 loss_vfl: 0.823808 loss_bbox: 0.375759 loss_dfl: 0.395100 loss: 1.602952 eta: 10:54:47 batch_cost: 0.9754 data_cost: 0.0004 ips: 49.2117 images/s [03/14 00:10:57] ppdet.engine INFO: Epoch: [234] [140/610] learning_rate: 0.027441 loss_vfl: 0.799015 loss_bbox: 0.344563 loss_dfl: 0.358487 loss: 1.484187 eta: 10:54:28 batch_cost: 1.0002 data_cost: 0.0006 ips: 47.9897 images/s [03/14 00:11:18] ppdet.engine INFO: Epoch: [234] [160/610] learning_rate: 0.027415 loss_vfl: 0.807043 loss_bbox: 0.357970 loss_dfl: 0.382290 loss: 1.537030 eta: 10:54:08 batch_cost: 0.9628 data_cost: 0.0005 ips: 49.8556 images/s [03/14 00:11:41] ppdet.engine INFO: Epoch: [234] [180/610] learning_rate: 0.027389 loss_vfl: 0.850796 loss_bbox: 0.375722 loss_dfl: 0.394511 loss: 1.619821 eta: 10:53:49 batch_cost: 1.0061 data_cost: 0.0004 ips: 47.7073 images/s [03/14 00:12:01] ppdet.engine INFO: Epoch: [234] [200/610] learning_rate: 0.027362 loss_vfl: 0.833063 loss_bbox: 0.381077 loss_dfl: 0.390431 loss: 1.591003 eta: 10:53:29 batch_cost: 0.9057 data_cost: 0.0004 ips: 52.9957 images/s [03/14 00:12:24] ppdet.engine INFO: Epoch: [234] [220/610] learning_rate: 0.027336 loss_vfl: 0.848152 loss_bbox: 0.370739 loss_dfl: 0.401911 loss: 1.613291 eta: 10:53:09 batch_cost: 0.9671 data_cost: 0.0004 ips: 49.6304 images/s [03/14 00:12:44] ppdet.engine INFO: Epoch: [234] [240/610] learning_rate: 0.027310 loss_vfl: 0.835204 loss_bbox: 0.379739 loss_dfl: 0.391876 loss: 1.622029 eta: 10:52:49 batch_cost: 0.9138 data_cost: 0.0004 ips: 52.5299 images/s [03/14 00:13:06] ppdet.engine INFO: Epoch: [234] [260/610] learning_rate: 0.027284 loss_vfl: 0.829090 loss_bbox: 0.382760 loss_dfl: 0.391363 loss: 1.610369 eta: 10:52:30 batch_cost: 1.0009 data_cost: 0.0004 ips: 47.9556 images/s [03/14 00:13:29] ppdet.engine INFO: Epoch: [234] [280/610] learning_rate: 0.027258 loss_vfl: 0.854222 loss_bbox: 0.366332 loss_dfl: 0.374291 loss: 1.569829 eta: 10:52:10 batch_cost: 0.9906 data_cost: 0.0004 ips: 48.4579 images/s [03/14 00:13:49] ppdet.engine INFO: Epoch: [234] [300/610] learning_rate: 0.027231 loss_vfl: 0.843244 loss_bbox: 0.372637 loss_dfl: 0.384818 loss: 1.613352 eta: 10:51:50 batch_cost: 0.8938 data_cost: 0.0004 ips: 53.7058 images/s [03/14 00:14:11] ppdet.engine INFO: Epoch: [234] [320/610] learning_rate: 0.027205 loss_vfl: 0.795735 loss_bbox: 0.368744 loss_dfl: 0.372016 loss: 1.517720 eta: 10:51:30 batch_cost: 0.9641 data_cost: 0.0004 ips: 49.7854 images/s [03/14 00:14:33] ppdet.engine INFO: Epoch: [234] [340/610] learning_rate: 0.027179 loss_vfl: 0.823229 loss_bbox: 0.361371 loss_dfl: 0.391042 loss: 1.570579 eta: 10:51:11 batch_cost: 0.9598 data_cost: 0.0004 ips: 50.0084 images/s [03/14 00:14:54] ppdet.engine INFO: Epoch: [234] [360/610] learning_rate: 0.027153 loss_vfl: 0.829629 loss_bbox: 0.391173 loss_dfl: 0.402935 loss: 1.642649 eta: 10:50:51 batch_cost: 0.9076 data_cost: 0.0004 ips: 52.8892 images/s [03/14 00:15:16] ppdet.engine INFO: Epoch: [234] [380/610] learning_rate: 0.027127 loss_vfl: 0.828195 loss_bbox: 0.388873 loss_dfl: 0.386283 loss: 1.599269 eta: 10:50:31 batch_cost: 0.9964 data_cost: 0.0004 ips: 48.1716 images/s [03/14 00:15:38] ppdet.engine INFO: Epoch: [234] [400/610] learning_rate: 0.027101 loss_vfl: 0.806138 loss_bbox: 0.383380 loss_dfl: 0.383325 loss: 1.551233 eta: 10:50:11 batch_cost: 0.9431 data_cost: 0.0006 ips: 50.8974 images/s [03/14 00:16:00] ppdet.engine INFO: Epoch: [234] [420/610] learning_rate: 0.027075 loss_vfl: 0.757006 loss_bbox: 0.330581 loss_dfl: 0.353531 loss: 1.426583 eta: 10:49:52 batch_cost: 1.0031 data_cost: 0.0004 ips: 47.8513 images/s [03/14 00:16:20] ppdet.engine INFO: Epoch: [234] [440/610] learning_rate: 0.027048 loss_vfl: 0.826472 loss_bbox: 0.381046 loss_dfl: 0.398227 loss: 1.618844 eta: 10:49:32 batch_cost: 0.9361 data_cost: 0.0004 ips: 51.2768 images/s [03/14 00:16:41] ppdet.engine INFO: Epoch: [234] [460/610] learning_rate: 0.027022 loss_vfl: 0.755143 loss_bbox: 0.332523 loss_dfl: 0.361628 loss: 1.452783 eta: 10:49:12 batch_cost: 0.9025 data_cost: 0.0005 ips: 53.1855 images/s [03/14 00:17:03] ppdet.engine INFO: Epoch: [234] [480/610] learning_rate: 0.026996 loss_vfl: 0.833651 loss_bbox: 0.351610 loss_dfl: 0.387493 loss: 1.583905 eta: 10:48:52 batch_cost: 0.9070 data_cost: 0.0004 ips: 52.9213 images/s [03/14 00:17:25] ppdet.engine INFO: Epoch: [234] [500/610] learning_rate: 0.026970 loss_vfl: 0.801212 loss_bbox: 0.362879 loss_dfl: 0.374959 loss: 1.522202 eta: 10:48:32 batch_cost: 0.9337 data_cost: 0.0004 ips: 51.4066 images/s [03/14 00:17:47] ppdet.engine INFO: Epoch: [234] [520/610] learning_rate: 0.026944 loss_vfl: 0.810612 loss_bbox: 0.367986 loss_dfl: 0.392178 loss: 1.571077 eta: 10:48:13 batch_cost: 1.0086 data_cost: 0.0004 ips: 47.5905 images/s [03/14 00:18:09] ppdet.engine INFO: Epoch: [234] [540/610] learning_rate: 0.026918 loss_vfl: 0.771560 loss_bbox: 0.351776 loss_dfl: 0.368335 loss: 1.480752 eta: 10:47:53 batch_cost: 0.9480 data_cost: 0.0004 ips: 50.6327 images/s [03/14 00:18:29] ppdet.engine INFO: Epoch: [234] [560/610] learning_rate: 0.026892 loss_vfl: 0.832891 loss_bbox: 0.384939 loss_dfl: 0.394038 loss: 1.625450 eta: 10:47:33 batch_cost: 0.9297 data_cost: 0.0004 ips: 51.6269 images/s [03/14 00:18:51] ppdet.engine INFO: Epoch: [234] [580/610] learning_rate: 0.026866 loss_vfl: 0.813793 loss_bbox: 0.358129 loss_dfl: 0.384280 loss: 1.572340 eta: 10:47:14 batch_cost: 0.9423 data_cost: 0.0010 ips: 50.9409 images/s [03/14 00:19:12] ppdet.engine INFO: Epoch: [234] [600/610] learning_rate: 0.026840 loss_vfl: 0.778678 loss_bbox: 0.346264 loss_dfl: 0.375630 loss: 1.515771 eta: 10:46:53 batch_cost: 0.8699 data_cost: 0.0004 ips: 55.1775 images/s [03/14 00:19:34] ppdet.engine INFO: Epoch: [235] [ 0/610] learning_rate: 0.026827 loss_vfl: 0.839341 loss_bbox: 0.366570 loss_dfl: 0.385529 loss: 1.602564 eta: 10:46:46 batch_cost: 1.3482 data_cost: 0.4178 ips: 35.6035 images/s [03/14 00:19:58] ppdet.engine INFO: Epoch: [235] [ 20/610] learning_rate: 0.026801 loss_vfl: 0.751460 loss_bbox: 0.330415 loss_dfl: 0.361596 loss: 1.438642 eta: 10:46:27 batch_cost: 1.0469 data_cost: 0.0004 ips: 45.8504 images/s [03/14 00:20:20] ppdet.engine INFO: Epoch: [235] [ 40/610] learning_rate: 0.026775 loss_vfl: 0.778109 loss_bbox: 0.334330 loss_dfl: 0.364710 loss: 1.478759 eta: 10:46:07 batch_cost: 0.9923 data_cost: 0.0005 ips: 48.3720 images/s [03/14 00:20:42] ppdet.engine INFO: Epoch: [235] [ 60/610] learning_rate: 0.026749 loss_vfl: 0.802087 loss_bbox: 0.356430 loss_dfl: 0.373127 loss: 1.531706 eta: 10:45:48 batch_cost: 0.9861 data_cost: 0.0004 ips: 48.6789 images/s [03/14 00:21:03] ppdet.engine INFO: Epoch: [235] [ 80/610] learning_rate: 0.026723 loss_vfl: 0.853969 loss_bbox: 0.386941 loss_dfl: 0.413103 loss: 1.677052 eta: 10:45:28 batch_cost: 1.0066 data_cost: 0.0004 ips: 47.6842 images/s [03/14 00:21:26] ppdet.engine INFO: Epoch: [235] [100/610] learning_rate: 0.026697 loss_vfl: 0.800694 loss_bbox: 0.364520 loss_dfl: 0.379256 loss: 1.534812 eta: 10:45:09 batch_cost: 0.9919 data_cost: 0.0004 ips: 48.3932 images/s [03/14 00:21:46] ppdet.engine INFO: Epoch: [235] [120/610] learning_rate: 0.026671 loss_vfl: 0.803297 loss_bbox: 0.365829 loss_dfl: 0.387462 loss: 1.554228 eta: 10:44:49 batch_cost: 0.9364 data_cost: 0.0004 ips: 51.2619 images/s [03/14 00:22:08] ppdet.engine INFO: Epoch: [235] [140/610] learning_rate: 0.026645 loss_vfl: 0.798156 loss_bbox: 0.364967 loss_dfl: 0.374082 loss: 1.535548 eta: 10:44:29 batch_cost: 0.9833 data_cost: 0.0008 ips: 48.8137 images/s [03/14 00:22:29] ppdet.engine INFO: Epoch: [235] [160/610] learning_rate: 0.026619 loss_vfl: 0.777982 loss_bbox: 0.340075 loss_dfl: 0.367278 loss: 1.488381 eta: 10:44:09 batch_cost: 0.9119 data_cost: 0.0005 ips: 52.6395 images/s [03/14 00:22:51] ppdet.engine INFO: Epoch: [235] [180/610] learning_rate: 0.026593 loss_vfl: 0.828804 loss_bbox: 0.373058 loss_dfl: 0.391977 loss: 1.616091 eta: 10:43:50 batch_cost: 0.9253 data_cost: 0.0004 ips: 51.8750 images/s [03/14 00:23:15] ppdet.engine INFO: Epoch: [235] [200/610] learning_rate: 0.026567 loss_vfl: 0.835579 loss_bbox: 0.371793 loss_dfl: 0.386938 loss: 1.600306 eta: 10:43:30 batch_cost: 1.0714 data_cost: 0.0004 ips: 44.7993 images/s [03/14 00:23:35] ppdet.engine INFO: Epoch: [235] [220/610] learning_rate: 0.026542 loss_vfl: 0.817891 loss_bbox: 0.371404 loss_dfl: 0.385698 loss: 1.586327 eta: 10:43:11 batch_cost: 0.9315 data_cost: 0.0004 ips: 51.5277 images/s [03/14 00:23:57] ppdet.engine INFO: Epoch: [235] [240/610] learning_rate: 0.026516 loss_vfl: 0.835782 loss_bbox: 0.360923 loss_dfl: 0.378916 loss: 1.578273 eta: 10:42:51 batch_cost: 0.9582 data_cost: 0.0004 ips: 50.0924 images/s [03/14 00:24:17] ppdet.engine INFO: Epoch: [235] [260/610] learning_rate: 0.026490 loss_vfl: 0.819619 loss_bbox: 0.353995 loss_dfl: 0.392363 loss: 1.571318 eta: 10:42:31 batch_cost: 0.9408 data_cost: 0.0004 ips: 51.0231 images/s [03/14 00:24:40] ppdet.engine INFO: Epoch: [235] [280/610] learning_rate: 0.026464 loss_vfl: 0.804583 loss_bbox: 0.378933 loss_dfl: 0.388559 loss: 1.582784 eta: 10:42:12 batch_cost: 0.9790 data_cost: 0.0004 ips: 49.0285 images/s [03/14 00:25:01] ppdet.engine INFO: Epoch: [235] [300/610] learning_rate: 0.026438 loss_vfl: 0.774820 loss_bbox: 0.367426 loss_dfl: 0.377448 loss: 1.531884 eta: 10:41:52 batch_cost: 0.9336 data_cost: 0.0004 ips: 51.4129 images/s [03/14 00:25:23] ppdet.engine INFO: Epoch: [235] [320/610] learning_rate: 0.026412 loss_vfl: 0.777581 loss_bbox: 0.359427 loss_dfl: 0.368654 loss: 1.502282 eta: 10:41:32 batch_cost: 1.0037 data_cost: 0.0004 ips: 47.8238 images/s [03/14 00:25:44] ppdet.engine INFO: Epoch: [235] [340/610] learning_rate: 0.026386 loss_vfl: 0.816179 loss_bbox: 0.367897 loss_dfl: 0.378151 loss: 1.550911 eta: 10:41:13 batch_cost: 0.9599 data_cost: 0.0004 ips: 50.0045 images/s [03/14 00:26:06] ppdet.engine INFO: Epoch: [235] [360/610] learning_rate: 0.026361 loss_vfl: 0.791778 loss_bbox: 0.350793 loss_dfl: 0.363261 loss: 1.509540 eta: 10:40:53 batch_cost: 1.0095 data_cost: 0.0004 ips: 47.5503 images/s [03/14 00:26:28] ppdet.engine INFO: Epoch: [235] [380/610] learning_rate: 0.026335 loss_vfl: 0.799062 loss_bbox: 0.363521 loss_dfl: 0.376681 loss: 1.538620 eta: 10:40:34 batch_cost: 0.9684 data_cost: 0.0004 ips: 49.5657 images/s [03/14 00:26:51] ppdet.engine INFO: Epoch: [235] [400/610] learning_rate: 0.026309 loss_vfl: 0.836839 loss_bbox: 0.368380 loss_dfl: 0.393234 loss: 1.611151 eta: 10:40:14 batch_cost: 1.0341 data_cost: 0.0004 ips: 46.4190 images/s [03/14 00:27:12] ppdet.engine INFO: Epoch: [235] [420/610] learning_rate: 0.026283 loss_vfl: 0.790957 loss_bbox: 0.348606 loss_dfl: 0.377133 loss: 1.518016 eta: 10:39:55 batch_cost: 0.9672 data_cost: 0.0004 ips: 49.6256 images/s [03/14 00:27:36] ppdet.engine INFO: Epoch: [235] [440/610] learning_rate: 0.026257 loss_vfl: 0.858455 loss_bbox: 0.388984 loss_dfl: 0.397570 loss: 1.631149 eta: 10:39:35 batch_cost: 0.9973 data_cost: 0.0004 ips: 48.1295 images/s [03/14 00:27:57] ppdet.engine INFO: Epoch: [235] [460/610] learning_rate: 0.026232 loss_vfl: 0.831176 loss_bbox: 0.371913 loss_dfl: 0.406867 loss: 1.592991 eta: 10:39:15 batch_cost: 0.9220 data_cost: 0.0004 ips: 52.0586 images/s [03/14 00:28:19] ppdet.engine INFO: Epoch: [235] [480/610] learning_rate: 0.026206 loss_vfl: 0.806226 loss_bbox: 0.351726 loss_dfl: 0.378946 loss: 1.555228 eta: 10:38:56 batch_cost: 0.9795 data_cost: 0.0007 ips: 49.0053 images/s [03/14 00:28:41] ppdet.engine INFO: Epoch: [235] [500/610] learning_rate: 0.026180 loss_vfl: 0.837683 loss_bbox: 0.381078 loss_dfl: 0.393902 loss: 1.621150 eta: 10:38:36 batch_cost: 0.9956 data_cost: 0.0006 ips: 48.2137 images/s [03/14 00:29:03] ppdet.engine INFO: Epoch: [235] [520/610] learning_rate: 0.026154 loss_vfl: 0.805290 loss_bbox: 0.364213 loss_dfl: 0.384086 loss: 1.585963 eta: 10:38:16 batch_cost: 0.8977 data_cost: 0.0005 ips: 53.4673 images/s [03/14 00:29:24] ppdet.engine INFO: Epoch: [235] [540/610] learning_rate: 0.026129 loss_vfl: 0.821089 loss_bbox: 0.366525 loss_dfl: 0.388865 loss: 1.585167 eta: 10:37:57 batch_cost: 0.9945 data_cost: 0.0004 ips: 48.2646 images/s [03/14 00:29:47] ppdet.engine INFO: Epoch: [235] [560/610] learning_rate: 0.026103 loss_vfl: 0.845196 loss_bbox: 0.372012 loss_dfl: 0.402824 loss: 1.626312 eta: 10:37:37 batch_cost: 0.9844 data_cost: 0.0005 ips: 48.7626 images/s [03/14 00:30:07] ppdet.engine INFO: Epoch: [235] [580/610] learning_rate: 0.026077 loss_vfl: 0.845194 loss_bbox: 0.395776 loss_dfl: 0.399215 loss: 1.649104 eta: 10:37:17 batch_cost: 0.8874 data_cost: 0.0004 ips: 54.0907 images/s [03/14 00:30:28] ppdet.engine INFO: Epoch: [235] [600/610] learning_rate: 0.026052 loss_vfl: 0.806791 loss_bbox: 0.369695 loss_dfl: 0.396015 loss: 1.563258 eta: 10:36:57 batch_cost: 0.9079 data_cost: 0.0005 ips: 52.8683 images/s [03/14 00:30:50] ppdet.engine INFO: Epoch: [236] [ 0/610] learning_rate: 0.026039 loss_vfl: 0.806791 loss_bbox: 0.338936 loss_dfl: 0.378109 loss: 1.520442 eta: 10:36:50 batch_cost: 1.3059 data_cost: 0.5615 ips: 36.7550 images/s [03/14 00:31:14] ppdet.engine INFO: Epoch: [236] [ 20/610] learning_rate: 0.026013 loss_vfl: 0.761356 loss_bbox: 0.346915 loss_dfl: 0.361770 loss: 1.461196 eta: 10:36:30 batch_cost: 1.0170 data_cost: 0.0004 ips: 47.1999 images/s [03/14 00:31:37] ppdet.engine INFO: Epoch: [236] [ 40/610] learning_rate: 0.025988 loss_vfl: 0.808077 loss_bbox: 0.369171 loss_dfl: 0.385401 loss: 1.577346 eta: 10:36:10 batch_cost: 0.9506 data_cost: 0.0005 ips: 50.4930 images/s [03/14 00:31:59] ppdet.engine INFO: Epoch: [236] [ 60/610] learning_rate: 0.025962 loss_vfl: 0.813639 loss_bbox: 0.355764 loss_dfl: 0.387019 loss: 1.532227 eta: 10:35:51 batch_cost: 0.9732 data_cost: 0.0004 ips: 49.3223 images/s [03/14 00:32:19] ppdet.engine INFO: Epoch: [236] [ 80/610] learning_rate: 0.025936 loss_vfl: 0.832526 loss_bbox: 0.392024 loss_dfl: 0.396794 loss: 1.627108 eta: 10:35:31 batch_cost: 0.9132 data_cost: 0.0006 ips: 52.5627 images/s [03/14 00:32:41] ppdet.engine INFO: Epoch: [236] [100/610] learning_rate: 0.025911 loss_vfl: 0.803419 loss_bbox: 0.377843 loss_dfl: 0.376730 loss: 1.557678 eta: 10:35:11 batch_cost: 0.9775 data_cost: 0.0005 ips: 49.1057 images/s [03/14 00:33:04] ppdet.engine INFO: Epoch: [236] [120/610] learning_rate: 0.025885 loss_vfl: 0.784637 loss_bbox: 0.351990 loss_dfl: 0.367445 loss: 1.495029 eta: 10:34:52 batch_cost: 1.0054 data_cost: 0.0004 ips: 47.7440 images/s [03/14 00:33:26] ppdet.engine INFO: Epoch: [236] [140/610] learning_rate: 0.025859 loss_vfl: 0.773742 loss_bbox: 0.366925 loss_dfl: 0.376909 loss: 1.515289 eta: 10:34:33 batch_cost: 1.0495 data_cost: 0.0004 ips: 45.7362 images/s [03/14 00:33:48] ppdet.engine INFO: Epoch: [236] [160/610] learning_rate: 0.025834 loss_vfl: 0.835956 loss_bbox: 0.377785 loss_dfl: 0.390080 loss: 1.610378 eta: 10:34:13 batch_cost: 0.9673 data_cost: 0.0004 ips: 49.6236 images/s [03/14 00:34:11] ppdet.engine INFO: Epoch: [236] [180/610] learning_rate: 0.025808 loss_vfl: 0.791696 loss_bbox: 0.364321 loss_dfl: 0.381214 loss: 1.542099 eta: 10:33:54 batch_cost: 1.0059 data_cost: 0.0004 ips: 47.7207 images/s [03/14 00:34:33] ppdet.engine INFO: Epoch: [236] [200/610] learning_rate: 0.025783 loss_vfl: 0.783237 loss_bbox: 0.352360 loss_dfl: 0.371081 loss: 1.532657 eta: 10:33:34 batch_cost: 0.9542 data_cost: 0.0004 ips: 50.3060 images/s [03/14 00:34:54] ppdet.engine INFO: Epoch: [236] [220/610] learning_rate: 0.025757 loss_vfl: 0.814917 loss_bbox: 0.382886 loss_dfl: 0.386835 loss: 1.592823 eta: 10:33:14 batch_cost: 0.9231 data_cost: 0.0004 ips: 51.9997 images/s [03/14 00:35:17] ppdet.engine INFO: Epoch: [236] [240/610] learning_rate: 0.025732 loss_vfl: 0.791303 loss_bbox: 0.355059 loss_dfl: 0.373822 loss: 1.529992 eta: 10:32:55 batch_cost: 1.0318 data_cost: 0.0004 ips: 46.5212 images/s [03/14 00:35:38] ppdet.engine INFO: Epoch: [236] [260/610] learning_rate: 0.025706 loss_vfl: 0.767256 loss_bbox: 0.338131 loss_dfl: 0.368623 loss: 1.481656 eta: 10:32:35 batch_cost: 0.9412 data_cost: 0.0004 ips: 51.0004 images/s [03/14 00:36:01] ppdet.engine INFO: Epoch: [236] [280/610] learning_rate: 0.025681 loss_vfl: 0.829876 loss_bbox: 0.373160 loss_dfl: 0.391223 loss: 1.607304 eta: 10:32:15 batch_cost: 0.9701 data_cost: 0.0012 ips: 49.4807 images/s [03/14 00:36:22] ppdet.engine INFO: Epoch: [236] [300/610] learning_rate: 0.025655 loss_vfl: 0.856916 loss_bbox: 0.393755 loss_dfl: 0.405612 loss: 1.668100 eta: 10:31:55 batch_cost: 0.8551 data_cost: 0.0005 ips: 56.1336 images/s [03/14 00:36:44] ppdet.engine INFO: Epoch: [236] [320/610] learning_rate: 0.025630 loss_vfl: 0.783333 loss_bbox: 0.373219 loss_dfl: 0.383997 loss: 1.529452 eta: 10:31:36 batch_cost: 1.0033 data_cost: 0.0004 ips: 47.8426 images/s [03/14 00:37:04] ppdet.engine INFO: Epoch: [236] [340/610] learning_rate: 0.025604 loss_vfl: 0.800389 loss_bbox: 0.347706 loss_dfl: 0.381249 loss: 1.570191 eta: 10:31:16 batch_cost: 0.9090 data_cost: 0.0004 ips: 52.8043 images/s [03/14 00:37:26] ppdet.engine INFO: Epoch: [236] [360/610] learning_rate: 0.025579 loss_vfl: 0.803425 loss_bbox: 0.359043 loss_dfl: 0.380664 loss: 1.545561 eta: 10:30:56 batch_cost: 0.9926 data_cost: 0.0004 ips: 48.3559 images/s [03/14 00:37:47] ppdet.engine INFO: Epoch: [236] [380/610] learning_rate: 0.025553 loss_vfl: 0.822370 loss_bbox: 0.367320 loss_dfl: 0.394047 loss: 1.546471 eta: 10:30:36 batch_cost: 0.9031 data_cost: 0.0004 ips: 53.1494 images/s [03/14 00:38:10] ppdet.engine INFO: Epoch: [236] [400/610] learning_rate: 0.025528 loss_vfl: 0.793562 loss_bbox: 0.350947 loss_dfl: 0.374050 loss: 1.506858 eta: 10:30:17 batch_cost: 1.0430 data_cost: 0.0004 ips: 46.0210 images/s [03/14 00:38:31] ppdet.engine INFO: Epoch: [236] [420/610] learning_rate: 0.025502 loss_vfl: 0.819390 loss_bbox: 0.372276 loss_dfl: 0.384079 loss: 1.583610 eta: 10:29:57 batch_cost: 0.9469 data_cost: 0.0004 ips: 50.6892 images/s [03/14 00:38:53] ppdet.engine INFO: Epoch: [236] [440/610] learning_rate: 0.025477 loss_vfl: 0.808682 loss_bbox: 0.372059 loss_dfl: 0.376215 loss: 1.554725 eta: 10:29:37 batch_cost: 0.9138 data_cost: 0.0004 ips: 52.5306 images/s [03/14 00:39:14] ppdet.engine INFO: Epoch: [236] [460/610] learning_rate: 0.025451 loss_vfl: 0.746763 loss_bbox: 0.338943 loss_dfl: 0.351699 loss: 1.403567 eta: 10:29:17 batch_cost: 0.9019 data_cost: 0.0012 ips: 53.2221 images/s [03/14 00:39:37] ppdet.engine INFO: Epoch: [236] [480/610] learning_rate: 0.025426 loss_vfl: 0.814442 loss_bbox: 0.357443 loss_dfl: 0.388849 loss: 1.575448 eta: 10:28:58 batch_cost: 0.9907 data_cost: 0.0004 ips: 48.4500 images/s [03/14 00:39:59] ppdet.engine INFO: Epoch: [236] [500/610] learning_rate: 0.025401 loss_vfl: 0.842992 loss_bbox: 0.381216 loss_dfl: 0.395979 loss: 1.590784 eta: 10:28:38 batch_cost: 0.9943 data_cost: 0.0004 ips: 48.2766 images/s [03/14 00:40:21] ppdet.engine INFO: Epoch: [236] [520/610] learning_rate: 0.025375 loss_vfl: 0.852552 loss_bbox: 0.362470 loss_dfl: 0.378924 loss: 1.591853 eta: 10:28:18 batch_cost: 0.8956 data_cost: 0.0004 ips: 53.5939 images/s [03/14 00:40:43] ppdet.engine INFO: Epoch: [236] [540/610] learning_rate: 0.025350 loss_vfl: 0.819920 loss_bbox: 0.368362 loss_dfl: 0.380611 loss: 1.570534 eta: 10:27:59 batch_cost: 1.0002 data_cost: 0.0004 ips: 47.9896 images/s [03/14 00:41:06] ppdet.engine INFO: Epoch: [236] [560/610] learning_rate: 0.025324 loss_vfl: 0.803864 loss_bbox: 0.356063 loss_dfl: 0.372339 loss: 1.535517 eta: 10:27:39 batch_cost: 0.9864 data_cost: 0.0010 ips: 48.6618 images/s [03/14 00:41:28] ppdet.engine INFO: Epoch: [236] [580/610] learning_rate: 0.025299 loss_vfl: 0.871090 loss_bbox: 0.386547 loss_dfl: 0.388833 loss: 1.655995 eta: 10:27:20 batch_cost: 0.9519 data_cost: 0.0004 ips: 50.4260 images/s [03/14 00:41:50] ppdet.engine INFO: Epoch: [236] [600/610] learning_rate: 0.025274 loss_vfl: 0.802365 loss_bbox: 0.363421 loss_dfl: 0.374904 loss: 1.543394 eta: 10:27:00 batch_cost: 0.9797 data_cost: 0.0011 ips: 48.9924 images/s [03/14 00:42:13] ppdet.engine INFO: Epoch: [237] [ 0/610] learning_rate: 0.025261 loss_vfl: 0.788245 loss_bbox: 0.373046 loss_dfl: 0.377346 loss: 1.561138 eta: 10:26:53 batch_cost: 1.4119 data_cost: 0.4577 ips: 33.9965 images/s [03/14 00:42:38] ppdet.engine INFO: Epoch: [237] [ 20/610] learning_rate: 0.025236 loss_vfl: 0.782179 loss_bbox: 0.356218 loss_dfl: 0.365711 loss: 1.483112 eta: 10:26:34 batch_cost: 1.1252 data_cost: 0.0004 ips: 42.6603 images/s [03/14 00:42:58] ppdet.engine INFO: Epoch: [237] [ 40/610] learning_rate: 0.025210 loss_vfl: 0.813436 loss_bbox: 0.375758 loss_dfl: 0.386800 loss: 1.560534 eta: 10:26:14 batch_cost: 0.8641 data_cost: 0.0005 ips: 55.5472 images/s [03/14 00:43:20] ppdet.engine INFO: Epoch: [237] [ 60/610] learning_rate: 0.025185 loss_vfl: 0.831018 loss_bbox: 0.366675 loss_dfl: 0.387043 loss: 1.558104 eta: 10:25:54 batch_cost: 0.9537 data_cost: 0.0004 ips: 50.3279 images/s [03/14 00:43:42] ppdet.engine INFO: Epoch: [237] [ 80/610] learning_rate: 0.025160 loss_vfl: 0.857260 loss_bbox: 0.395244 loss_dfl: 0.399893 loss: 1.652585 eta: 10:25:34 batch_cost: 0.9778 data_cost: 0.0004 ips: 49.0886 images/s [03/14 00:44:04] ppdet.engine INFO: Epoch: [237] [100/610] learning_rate: 0.025135 loss_vfl: 0.829471 loss_bbox: 0.375108 loss_dfl: 0.396166 loss: 1.613988 eta: 10:25:15 batch_cost: 0.9808 data_cost: 0.0012 ips: 48.9391 images/s [03/14 00:44:26] ppdet.engine INFO: Epoch: [237] [120/610] learning_rate: 0.025109 loss_vfl: 0.831788 loss_bbox: 0.368263 loss_dfl: 0.392132 loss: 1.605380 eta: 10:24:55 batch_cost: 0.9627 data_cost: 0.0004 ips: 49.8603 images/s [03/14 00:44:48] ppdet.engine INFO: Epoch: [237] [140/610] learning_rate: 0.025084 loss_vfl: 0.836556 loss_bbox: 0.359809 loss_dfl: 0.400489 loss: 1.583386 eta: 10:24:35 batch_cost: 0.9784 data_cost: 0.0004 ips: 49.0573 images/s [03/14 00:45:11] ppdet.engine INFO: Epoch: [237] [160/610] learning_rate: 0.025059 loss_vfl: 0.793722 loss_bbox: 0.360314 loss_dfl: 0.360271 loss: 1.505107 eta: 10:24:16 batch_cost: 1.0305 data_cost: 0.0004 ips: 46.5777 images/s [03/14 00:45:33] ppdet.engine INFO: Epoch: [237] [180/610] learning_rate: 0.025034 loss_vfl: 0.850981 loss_bbox: 0.398497 loss_dfl: 0.407782 loss: 1.667885 eta: 10:23:57 batch_cost: 0.9926 data_cost: 0.0004 ips: 48.3580 images/s [03/14 00:45:55] ppdet.engine INFO: Epoch: [237] [200/610] learning_rate: 0.025008 loss_vfl: 0.778242 loss_bbox: 0.354660 loss_dfl: 0.366703 loss: 1.502585 eta: 10:23:37 batch_cost: 0.9302 data_cost: 0.0004 ips: 51.6043 images/s [03/14 00:46:17] ppdet.engine INFO: Epoch: [237] [220/610] learning_rate: 0.024983 loss_vfl: 0.785458 loss_bbox: 0.367384 loss_dfl: 0.380335 loss: 1.532837 eta: 10:23:17 batch_cost: 1.0131 data_cost: 0.0004 ips: 47.3800 images/s [03/14 00:46:40] ppdet.engine INFO: Epoch: [237] [240/610] learning_rate: 0.024958 loss_vfl: 0.809270 loss_bbox: 0.364896 loss_dfl: 0.383930 loss: 1.557909 eta: 10:22:58 batch_cost: 1.0417 data_cost: 0.0008 ips: 46.0798 images/s [03/14 00:47:01] ppdet.engine INFO: Epoch: [237] [260/610] learning_rate: 0.024933 loss_vfl: 0.809347 loss_bbox: 0.378134 loss_dfl: 0.376723 loss: 1.555334 eta: 10:22:38 batch_cost: 0.9286 data_cost: 0.0004 ips: 51.6913 images/s [03/14 00:47:23] ppdet.engine INFO: Epoch: [237] [280/610] learning_rate: 0.024908 loss_vfl: 0.799797 loss_bbox: 0.350459 loss_dfl: 0.384200 loss: 1.523432 eta: 10:22:19 batch_cost: 1.0060 data_cost: 0.0004 ips: 47.7154 images/s [03/14 00:47:46] ppdet.engine INFO: Epoch: [237] [300/610] learning_rate: 0.024882 loss_vfl: 0.791166 loss_bbox: 0.365542 loss_dfl: 0.378755 loss: 1.535293 eta: 10:22:00 batch_cost: 1.0117 data_cost: 0.0004 ips: 47.4450 images/s [03/14 00:48:07] ppdet.engine INFO: Epoch: [237] [320/610] learning_rate: 0.024857 loss_vfl: 0.814446 loss_bbox: 0.350408 loss_dfl: 0.384831 loss: 1.544994 eta: 10:21:40 batch_cost: 0.9369 data_cost: 0.0004 ips: 51.2336 images/s [03/14 00:48:29] ppdet.engine INFO: Epoch: [237] [340/610] learning_rate: 0.024832 loss_vfl: 0.805774 loss_bbox: 0.352967 loss_dfl: 0.382800 loss: 1.551979 eta: 10:21:20 batch_cost: 0.9570 data_cost: 0.0004 ips: 50.1568 images/s [03/14 00:48:50] ppdet.engine INFO: Epoch: [237] [360/610] learning_rate: 0.024807 loss_vfl: 0.801894 loss_bbox: 0.362508 loss_dfl: 0.366293 loss: 1.510302 eta: 10:21:00 batch_cost: 0.9774 data_cost: 0.0085 ips: 49.1101 images/s [03/14 00:49:13] ppdet.engine INFO: Epoch: [237] [380/610] learning_rate: 0.024782 loss_vfl: 0.831359 loss_bbox: 0.367513 loss_dfl: 0.393400 loss: 1.593880 eta: 10:20:41 batch_cost: 1.0315 data_cost: 0.0004 ips: 46.5355 images/s [03/14 00:49:35] ppdet.engine INFO: Epoch: [237] [400/610] learning_rate: 0.024757 loss_vfl: 0.842288 loss_bbox: 0.376573 loss_dfl: 0.385428 loss: 1.612610 eta: 10:20:22 batch_cost: 0.9965 data_cost: 0.0005 ips: 48.1697 images/s [03/14 00:49:58] ppdet.engine INFO: Epoch: [237] [420/610] learning_rate: 0.024732 loss_vfl: 0.824410 loss_bbox: 0.363260 loss_dfl: 0.384014 loss: 1.584059 eta: 10:20:03 batch_cost: 1.0604 data_cost: 0.0004 ips: 45.2667 images/s [03/14 00:50:20] ppdet.engine INFO: Epoch: [237] [440/610] learning_rate: 0.024707 loss_vfl: 0.772442 loss_bbox: 0.338864 loss_dfl: 0.356183 loss: 1.483802 eta: 10:19:43 batch_cost: 0.9748 data_cost: 0.0004 ips: 49.2415 images/s [03/14 00:50:43] ppdet.engine INFO: Epoch: [237] [460/610] learning_rate: 0.024682 loss_vfl: 0.810686 loss_bbox: 0.368359 loss_dfl: 0.386372 loss: 1.575150 eta: 10:19:23 batch_cost: 0.9325 data_cost: 0.0004 ips: 51.4724 images/s [03/14 00:51:04] ppdet.engine INFO: Epoch: [237] [480/610] learning_rate: 0.024656 loss_vfl: 0.852057 loss_bbox: 0.377979 loss_dfl: 0.391087 loss: 1.623149 eta: 10:19:03 batch_cost: 0.9158 data_cost: 0.0008 ips: 52.4129 images/s [03/14 00:51:25] ppdet.engine INFO: Epoch: [237] [500/610] learning_rate: 0.024631 loss_vfl: 0.776002 loss_bbox: 0.344890 loss_dfl: 0.364671 loss: 1.486356 eta: 10:18:43 batch_cost: 0.9411 data_cost: 0.0005 ips: 51.0026 images/s [03/14 00:51:47] ppdet.engine INFO: Epoch: [237] [520/610] learning_rate: 0.024606 loss_vfl: 0.874112 loss_bbox: 0.392772 loss_dfl: 0.409540 loss: 1.690492 eta: 10:18:24 batch_cost: 0.9110 data_cost: 0.0006 ips: 52.6889 images/s [03/14 00:52:08] ppdet.engine INFO: Epoch: [237] [540/610] learning_rate: 0.024581 loss_vfl: 0.808707 loss_bbox: 0.338046 loss_dfl: 0.372247 loss: 1.519012 eta: 10:18:04 batch_cost: 0.9366 data_cost: 0.0004 ips: 51.2468 images/s [03/14 00:52:30] ppdet.engine INFO: Epoch: [237] [560/610] learning_rate: 0.024556 loss_vfl: 0.853266 loss_bbox: 0.369104 loss_dfl: 0.383902 loss: 1.595625 eta: 10:17:44 batch_cost: 0.9586 data_cost: 0.0004 ips: 50.0726 images/s [03/14 00:52:52] ppdet.engine INFO: Epoch: [237] [580/610] learning_rate: 0.024531 loss_vfl: 0.861616 loss_bbox: 0.388199 loss_dfl: 0.408099 loss: 1.663185 eta: 10:17:24 batch_cost: 0.9314 data_cost: 0.0004 ips: 51.5326 images/s [03/14 00:53:13] ppdet.engine INFO: Epoch: [237] [600/610] learning_rate: 0.024506 loss_vfl: 0.798599 loss_bbox: 0.366091 loss_dfl: 0.374132 loss: 1.538728 eta: 10:17:04 batch_cost: 0.9188 data_cost: 0.0006 ips: 52.2447 images/s [03/14 00:53:32] ppdet.engine INFO: Epoch: [238] [ 0/610] learning_rate: 0.024494 loss_vfl: 0.810627 loss_bbox: 0.366694 loss_dfl: 0.380393 loss: 1.536452 eta: 10:16:56 batch_cost: 1.2102 data_cost: 0.4998 ips: 39.6623 images/s [03/14 00:53:58] ppdet.engine INFO: Epoch: [238] [ 20/610] learning_rate: 0.024469 loss_vfl: 0.809822 loss_bbox: 0.380100 loss_dfl: 0.402073 loss: 1.585373 eta: 10:16:37 batch_cost: 1.1488 data_cost: 0.0661 ips: 41.7825 images/s [03/14 00:54:21] ppdet.engine INFO: Epoch: [238] [ 40/610] learning_rate: 0.024444 loss_vfl: 0.872257 loss_bbox: 0.390683 loss_dfl: 0.404380 loss: 1.691446 eta: 10:16:18 batch_cost: 1.0430 data_cost: 0.0012 ips: 46.0211 images/s [03/14 00:54:44] ppdet.engine INFO: Epoch: [238] [ 60/610] learning_rate: 0.024419 loss_vfl: 0.857629 loss_bbox: 0.369410 loss_dfl: 0.401280 loss: 1.607753 eta: 10:15:58 batch_cost: 0.9630 data_cost: 0.0005 ips: 49.8463 images/s [03/14 00:55:06] ppdet.engine INFO: Epoch: [238] [ 80/610] learning_rate: 0.024394 loss_vfl: 0.830615 loss_bbox: 0.385412 loss_dfl: 0.397997 loss: 1.640428 eta: 10:15:39 batch_cost: 1.0009 data_cost: 0.0004 ips: 47.9552 images/s [03/14 00:55:27] ppdet.engine INFO: Epoch: [238] [100/610] learning_rate: 0.024369 loss_vfl: 0.757737 loss_bbox: 0.340311 loss_dfl: 0.362097 loss: 1.459091 eta: 10:15:19 batch_cost: 0.9235 data_cost: 0.0004 ips: 51.9745 images/s [03/14 00:55:49] ppdet.engine INFO: Epoch: [238] [120/610] learning_rate: 0.024344 loss_vfl: 0.817839 loss_bbox: 0.362797 loss_dfl: 0.380913 loss: 1.544871 eta: 10:15:00 batch_cost: 0.9876 data_cost: 0.0004 ips: 48.6051 images/s [03/14 00:56:11] ppdet.engine INFO: Epoch: [238] [140/610] learning_rate: 0.024319 loss_vfl: 0.795843 loss_bbox: 0.362558 loss_dfl: 0.391759 loss: 1.543005 eta: 10:14:40 batch_cost: 0.9898 data_cost: 0.0004 ips: 48.4962 images/s [03/14 00:56:34] ppdet.engine INFO: Epoch: [238] [160/610] learning_rate: 0.024294 loss_vfl: 0.780689 loss_bbox: 0.338926 loss_dfl: 0.357168 loss: 1.470690 eta: 10:14:20 batch_cost: 0.9853 data_cost: 0.0006 ips: 48.7185 images/s [03/14 00:56:55] ppdet.engine INFO: Epoch: [238] [180/610] learning_rate: 0.024269 loss_vfl: 0.847980 loss_bbox: 0.382957 loss_dfl: 0.407087 loss: 1.645112 eta: 10:14:01 batch_cost: 0.9282 data_cost: 0.0004 ips: 51.7116 images/s [03/14 00:57:17] ppdet.engine INFO: Epoch: [238] [200/610] learning_rate: 0.024245 loss_vfl: 0.819707 loss_bbox: 0.383588 loss_dfl: 0.403486 loss: 1.628436 eta: 10:13:41 batch_cost: 0.9704 data_cost: 0.0005 ips: 49.4622 images/s [03/14 00:57:38] ppdet.engine INFO: Epoch: [238] [220/610] learning_rate: 0.024220 loss_vfl: 0.788544 loss_bbox: 0.365125 loss_dfl: 0.374725 loss: 1.519318 eta: 10:13:21 batch_cost: 0.9659 data_cost: 0.0005 ips: 49.6961 images/s [03/14 00:57:59] ppdet.engine INFO: Epoch: [238] [240/610] learning_rate: 0.024195 loss_vfl: 0.816409 loss_bbox: 0.377483 loss_dfl: 0.392399 loss: 1.560533 eta: 10:13:02 batch_cost: 0.9407 data_cost: 0.0004 ips: 51.0266 images/s [03/14 00:58:21] ppdet.engine INFO: Epoch: [238] [260/610] learning_rate: 0.024170 loss_vfl: 0.836014 loss_bbox: 0.365721 loss_dfl: 0.380402 loss: 1.570132 eta: 10:12:42 batch_cost: 0.9949 data_cost: 0.0005 ips: 48.2445 images/s [03/14 00:58:43] ppdet.engine INFO: Epoch: [238] [280/610] learning_rate: 0.024145 loss_vfl: 0.800019 loss_bbox: 0.350196 loss_dfl: 0.369357 loss: 1.511664 eta: 10:12:22 batch_cost: 0.9538 data_cost: 0.0042 ips: 50.3273 images/s [03/14 00:59:04] ppdet.engine INFO: Epoch: [238] [300/610] learning_rate: 0.024120 loss_vfl: 0.761532 loss_bbox: 0.312616 loss_dfl: 0.350883 loss: 1.416023 eta: 10:12:03 batch_cost: 0.9219 data_cost: 0.0004 ips: 52.0669 images/s [03/14 00:59:26] ppdet.engine INFO: Epoch: [238] [320/610] learning_rate: 0.024095 loss_vfl: 0.806429 loss_bbox: 0.356273 loss_dfl: 0.372933 loss: 1.530271 eta: 10:11:43 batch_cost: 0.9996 data_cost: 0.0004 ips: 48.0215 images/s [03/14 00:59:47] ppdet.engine INFO: Epoch: [238] [340/610] learning_rate: 0.024071 loss_vfl: 0.827740 loss_bbox: 0.378136 loss_dfl: 0.391568 loss: 1.598233 eta: 10:11:24 batch_cost: 0.9803 data_cost: 0.0011 ips: 48.9652 images/s [03/14 01:00:09] ppdet.engine INFO: Epoch: [238] [360/610] learning_rate: 0.024046 loss_vfl: 0.818861 loss_bbox: 0.381496 loss_dfl: 0.386324 loss: 1.574807 eta: 10:11:04 batch_cost: 0.9283 data_cost: 0.0005 ips: 51.7100 images/s [03/14 01:00:30] ppdet.engine INFO: Epoch: [238] [380/610] learning_rate: 0.024021 loss_vfl: 0.844214 loss_bbox: 0.388222 loss_dfl: 0.399085 loss: 1.639938 eta: 10:10:44 batch_cost: 0.9527 data_cost: 0.0007 ips: 50.3831 images/s [03/14 01:00:52] ppdet.engine INFO: Epoch: [238] [400/610] learning_rate: 0.023996 loss_vfl: 0.796407 loss_bbox: 0.356679 loss_dfl: 0.381706 loss: 1.540935 eta: 10:10:25 batch_cost: 1.0022 data_cost: 0.0004 ips: 47.8950 images/s [03/14 01:01:15] ppdet.engine INFO: Epoch: [238] [420/610] learning_rate: 0.023972 loss_vfl: 0.866498 loss_bbox: 0.396471 loss_dfl: 0.401776 loss: 1.636472 eta: 10:10:05 batch_cost: 1.0686 data_cost: 0.0004 ips: 44.9202 images/s [03/14 01:01:37] ppdet.engine INFO: Epoch: [238] [440/610] learning_rate: 0.023947 loss_vfl: 0.826937 loss_bbox: 0.377821 loss_dfl: 0.393757 loss: 1.598458 eta: 10:09:46 batch_cost: 0.9889 data_cost: 0.0004 ips: 48.5392 images/s [03/14 01:02:00] ppdet.engine INFO: Epoch: [238] [460/610] learning_rate: 0.023922 loss_vfl: 0.789228 loss_bbox: 0.337579 loss_dfl: 0.371521 loss: 1.479068 eta: 10:09:27 batch_cost: 1.0235 data_cost: 0.0004 ips: 46.8993 images/s [03/14 01:02:22] ppdet.engine INFO: Epoch: [238] [480/610] learning_rate: 0.023897 loss_vfl: 0.790158 loss_bbox: 0.351284 loss_dfl: 0.370487 loss: 1.521667 eta: 10:09:07 batch_cost: 0.9403 data_cost: 0.0004 ips: 51.0449 images/s [03/14 01:02:44] ppdet.engine INFO: Epoch: [238] [500/610] learning_rate: 0.023873 loss_vfl: 0.815132 loss_bbox: 0.378563 loss_dfl: 0.392075 loss: 1.601536 eta: 10:08:47 batch_cost: 0.9485 data_cost: 0.0004 ips: 50.6064 images/s [03/14 01:03:06] ppdet.engine INFO: Epoch: [238] [520/610] learning_rate: 0.023848 loss_vfl: 0.780599 loss_bbox: 0.351481 loss_dfl: 0.365617 loss: 1.485132 eta: 10:08:28 batch_cost: 1.0123 data_cost: 0.0004 ips: 47.4172 images/s [03/14 01:03:28] ppdet.engine INFO: Epoch: [238] [540/610] learning_rate: 0.023823 loss_vfl: 0.840455 loss_bbox: 0.380800 loss_dfl: 0.401001 loss: 1.644620 eta: 10:08:08 batch_cost: 1.0057 data_cost: 0.0004 ips: 47.7285 images/s [03/14 01:03:49] ppdet.engine INFO: Epoch: [238] [560/610] learning_rate: 0.023799 loss_vfl: 0.842031 loss_bbox: 0.395121 loss_dfl: 0.402285 loss: 1.634359 eta: 10:07:48 batch_cost: 0.9500 data_cost: 0.0007 ips: 50.5237 images/s [03/14 01:04:10] ppdet.engine INFO: Epoch: [238] [580/610] learning_rate: 0.023774 loss_vfl: 0.776677 loss_bbox: 0.342454 loss_dfl: 0.359569 loss: 1.476550 eta: 10:07:29 batch_cost: 0.9752 data_cost: 0.0006 ips: 49.2214 images/s [03/14 01:04:32] ppdet.engine INFO: Epoch: [238] [600/610] learning_rate: 0.023749 loss_vfl: 0.827771 loss_bbox: 0.360029 loss_dfl: 0.375145 loss: 1.575066 eta: 10:07:10 batch_cost: 1.0285 data_cost: 0.0005 ips: 46.6684 images/s [03/14 01:04:54] ppdet.engine INFO: Epoch: [239] [ 0/610] learning_rate: 0.023737 loss_vfl: 0.773340 loss_bbox: 0.350097 loss_dfl: 0.370165 loss: 1.499527 eta: 10:07:02 batch_cost: 1.3829 data_cost: 0.3324 ips: 34.7101 images/s [03/14 01:05:21] ppdet.engine INFO: Epoch: [239] [ 20/610] learning_rate: 0.023712 loss_vfl: 0.843200 loss_bbox: 0.371113 loss_dfl: 0.397461 loss: 1.597317 eta: 10:06:43 batch_cost: 1.1676 data_cost: 0.0004 ips: 41.1102 images/s [03/14 01:05:43] ppdet.engine INFO: Epoch: [239] [ 40/610] learning_rate: 0.023688 loss_vfl: 0.853767 loss_bbox: 0.392795 loss_dfl: 0.402197 loss: 1.665938 eta: 10:06:24 batch_cost: 0.9655 data_cost: 0.0004 ips: 49.7152 images/s [03/14 01:06:05] ppdet.engine INFO: Epoch: [239] [ 60/610] learning_rate: 0.023663 loss_vfl: 0.851636 loss_bbox: 0.372288 loss_dfl: 0.396601 loss: 1.652645 eta: 10:06:04 batch_cost: 0.9755 data_cost: 0.0004 ips: 49.2050 images/s [03/14 01:06:27] ppdet.engine INFO: Epoch: [239] [ 80/610] learning_rate: 0.023639 loss_vfl: 0.782514 loss_bbox: 0.359612 loss_dfl: 0.374823 loss: 1.501861 eta: 10:05:44 batch_cost: 0.9889 data_cost: 0.0004 ips: 48.5372 images/s [03/14 01:06:48] ppdet.engine INFO: Epoch: [239] [100/610] learning_rate: 0.023614 loss_vfl: 0.835774 loss_bbox: 0.374241 loss_dfl: 0.392405 loss: 1.605226 eta: 10:05:24 batch_cost: 0.8952 data_cost: 0.0011 ips: 53.6175 images/s [03/14 01:07:10] ppdet.engine INFO: Epoch: [239] [120/610] learning_rate: 0.023589 loss_vfl: 0.806885 loss_bbox: 0.375548 loss_dfl: 0.382724 loss: 1.555960 eta: 10:05:05 batch_cost: 0.9655 data_cost: 0.0004 ips: 49.7138 images/s [03/14 01:07:31] ppdet.engine INFO: Epoch: [239] [140/610] learning_rate: 0.023565 loss_vfl: 0.804713 loss_bbox: 0.353544 loss_dfl: 0.375523 loss: 1.535176 eta: 10:04:45 batch_cost: 0.8685 data_cost: 0.0004 ips: 55.2689 images/s [03/14 01:07:55] ppdet.engine INFO: Epoch: [239] [160/610] learning_rate: 0.023540 loss_vfl: 0.822640 loss_bbox: 0.374241 loss_dfl: 0.393690 loss: 1.606656 eta: 10:04:25 batch_cost: 1.0012 data_cost: 0.0011 ips: 47.9431 images/s [03/14 01:08:16] ppdet.engine INFO: Epoch: [239] [180/610] learning_rate: 0.023516 loss_vfl: 0.813982 loss_bbox: 0.371173 loss_dfl: 0.395970 loss: 1.595723 eta: 10:04:05 batch_cost: 0.9071 data_cost: 0.0017 ips: 52.9166 images/s [03/14 01:08:38] ppdet.engine INFO: Epoch: [239] [200/610] learning_rate: 0.023491 loss_vfl: 0.767645 loss_bbox: 0.334330 loss_dfl: 0.368687 loss: 1.472158 eta: 10:03:45 batch_cost: 0.8637 data_cost: 0.0004 ips: 55.5732 images/s [03/14 01:09:00] ppdet.engine INFO: Epoch: [239] [220/610] learning_rate: 0.023467 loss_vfl: 0.720680 loss_bbox: 0.332194 loss_dfl: 0.351695 loss: 1.379105 eta: 10:03:25 batch_cost: 0.9675 data_cost: 0.0004 ips: 49.6102 images/s [03/14 01:09:22] ppdet.engine INFO: Epoch: [239] [240/610] learning_rate: 0.023442 loss_vfl: 0.818981 loss_bbox: 0.380768 loss_dfl: 0.376741 loss: 1.582539 eta: 10:03:06 batch_cost: 0.9978 data_cost: 0.0004 ips: 48.1065 images/s [03/14 01:09:43] ppdet.engine INFO: Epoch: [239] [260/610] learning_rate: 0.023418 loss_vfl: 0.846757 loss_bbox: 0.394248 loss_dfl: 0.402114 loss: 1.646795 eta: 10:02:46 batch_cost: 0.8930 data_cost: 0.0004 ips: 53.7495 images/s [03/14 01:10:05] ppdet.engine INFO: Epoch: [239] [280/610] learning_rate: 0.023393 loss_vfl: 0.752769 loss_bbox: 0.332707 loss_dfl: 0.337839 loss: 1.406337 eta: 10:02:26 batch_cost: 0.9827 data_cost: 0.0006 ips: 48.8426 images/s [03/14 01:10:27] ppdet.engine INFO: Epoch: [239] [300/610] learning_rate: 0.023369 loss_vfl: 0.818035 loss_bbox: 0.377191 loss_dfl: 0.394007 loss: 1.582889 eta: 10:02:07 batch_cost: 0.9614 data_cost: 0.0004 ips: 49.9269 images/s [03/14 01:10:48] ppdet.engine INFO: Epoch: [239] [320/610] learning_rate: 0.023344 loss_vfl: 0.794106 loss_bbox: 0.367427 loss_dfl: 0.373424 loss: 1.510602 eta: 10:01:47 batch_cost: 0.9770 data_cost: 0.0005 ips: 49.1316 images/s [03/14 01:11:09] ppdet.engine INFO: Epoch: [239] [340/610] learning_rate: 0.023320 loss_vfl: 0.769552 loss_bbox: 0.359787 loss_dfl: 0.368737 loss: 1.493150 eta: 10:01:27 batch_cost: 0.9058 data_cost: 0.0004 ips: 52.9940 images/s [03/14 01:11:31] ppdet.engine INFO: Epoch: [239] [360/610] learning_rate: 0.023295 loss_vfl: 0.842808 loss_bbox: 0.378939 loss_dfl: 0.392926 loss: 1.612611 eta: 10:01:07 batch_cost: 0.8994 data_cost: 0.0005 ips: 53.3714 images/s [03/14 01:11:51] ppdet.engine INFO: Epoch: [239] [380/610] learning_rate: 0.023271 loss_vfl: 0.774235 loss_bbox: 0.356482 loss_dfl: 0.375991 loss: 1.506611 eta: 10:00:47 batch_cost: 0.9039 data_cost: 0.0010 ips: 53.1035 images/s [03/14 01:12:13] ppdet.engine INFO: Epoch: [239] [400/610] learning_rate: 0.023246 loss_vfl: 0.766293 loss_bbox: 0.336972 loss_dfl: 0.348518 loss: 1.442203 eta: 10:00:28 batch_cost: 0.9549 data_cost: 0.0004 ips: 50.2651 images/s [03/14 01:12:35] ppdet.engine INFO: Epoch: [239] [420/610] learning_rate: 0.023222 loss_vfl: 0.811573 loss_bbox: 0.378065 loss_dfl: 0.384090 loss: 1.574554 eta: 10:00:08 batch_cost: 0.9270 data_cost: 0.0017 ips: 51.7824 images/s [03/14 01:12:57] ppdet.engine INFO: Epoch: [239] [440/610] learning_rate: 0.023198 loss_vfl: 0.842754 loss_bbox: 0.405532 loss_dfl: 0.400777 loss: 1.627868 eta: 9:59:48 batch_cost: 0.9691 data_cost: 0.0004 ips: 49.5319 images/s [03/14 01:13:19] ppdet.engine INFO: Epoch: [239] [460/610] learning_rate: 0.023173 loss_vfl: 0.820146 loss_bbox: 0.368407 loss_dfl: 0.381595 loss: 1.566121 eta: 9:59:28 batch_cost: 0.9006 data_cost: 0.0007 ips: 53.2995 images/s [03/14 01:13:41] ppdet.engine INFO: Epoch: [239] [480/610] learning_rate: 0.023149 loss_vfl: 0.759872 loss_bbox: 0.344396 loss_dfl: 0.359032 loss: 1.466263 eta: 9:59:08 batch_cost: 0.9004 data_cost: 0.0004 ips: 53.3099 images/s [03/14 01:14:02] ppdet.engine INFO: Epoch: [239] [500/610] learning_rate: 0.023125 loss_vfl: 0.772638 loss_bbox: 0.357425 loss_dfl: 0.362931 loss: 1.490786 eta: 9:58:48 batch_cost: 0.9376 data_cost: 0.0004 ips: 51.1924 images/s [03/14 01:14:23] ppdet.engine INFO: Epoch: [239] [520/610] learning_rate: 0.023100 loss_vfl: 0.810936 loss_bbox: 0.363088 loss_dfl: 0.383248 loss: 1.573798 eta: 9:58:29 batch_cost: 0.9216 data_cost: 0.0004 ips: 52.0851 images/s [03/14 01:14:45] ppdet.engine INFO: Epoch: [239] [540/610] learning_rate: 0.023076 loss_vfl: 0.769085 loss_bbox: 0.364823 loss_dfl: 0.369467 loss: 1.491152 eta: 9:58:09 batch_cost: 0.9701 data_cost: 0.0004 ips: 49.4798 images/s [03/14 01:15:07] ppdet.engine INFO: Epoch: [239] [560/610] learning_rate: 0.023052 loss_vfl: 0.772693 loss_bbox: 0.343113 loss_dfl: 0.375560 loss: 1.497348 eta: 9:57:49 batch_cost: 0.9604 data_cost: 0.0004 ips: 49.9783 images/s [03/14 01:15:28] ppdet.engine INFO: Epoch: [239] [580/610] learning_rate: 0.023027 loss_vfl: 0.778197 loss_bbox: 0.356611 loss_dfl: 0.377790 loss: 1.508996 eta: 9:57:30 batch_cost: 0.9462 data_cost: 0.0004 ips: 50.7278 images/s [03/14 01:15:50] ppdet.engine INFO: Epoch: [239] [600/610] learning_rate: 0.023003 loss_vfl: 0.802590 loss_bbox: 0.382874 loss_dfl: 0.390855 loss: 1.580712 eta: 9:57:10 batch_cost: 0.9358 data_cost: 0.0005 ips: 51.2942 images/s [03/14 01:15:58] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/14 01:15:58] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/14 01:15:59] ppdet.engine INFO: Eval iter: 0 [03/14 01:16:20] ppdet.engine INFO: Eval iter: 100 [03/14 01:16:29] ppdet.engine INFO: Eval iter: 200 [03/14 01:16:37] ppdet.engine INFO: Eval iter: 300 [03/14 01:16:46] ppdet.engine INFO: Eval iter: 400 [03/14 01:16:54] ppdet.engine INFO: Eval iter: 500 [03/14 01:17:03] ppdet.engine INFO: Eval iter: 600 [03/14 01:17:16] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.61s) creating index... index created! [03/14 01:17:17] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.16s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=60.95s). Accumulating evaluation results... DONE (t=12.26s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.373 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.534 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.395 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.155 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.583 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.316 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.499 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.530 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.266 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.765 [03/14 01:18:38] ppdet.engine INFO: Total sample number: 4952, averge FPS: 73.27065941547181 [03/14 01:18:38] ppdet.engine INFO: Best test bbox ap is 0.375. [03/14 01:18:38] ppdet.engine INFO: Epoch: [240] [ 0/610] learning_rate: 0.022991 loss_vfl: 0.813456 loss_bbox: 0.363633 loss_dfl: 0.394095 loss: 1.588006 eta: 9:56:59 batch_cost: 0.6644 data_cost: 0.0004 ips: 72.2488 images/s [03/14 01:19:02] ppdet.engine INFO: Epoch: [240] [ 20/610] learning_rate: 0.022966 loss_vfl: 0.754187 loss_bbox: 0.351908 loss_dfl: 0.366771 loss: 1.467219 eta: 9:56:39 batch_cost: 1.0617 data_cost: 0.0005 ips: 45.2119 images/s [03/14 01:19:24] ppdet.engine INFO: Epoch: [240] [ 40/610] learning_rate: 0.022942 loss_vfl: 0.849467 loss_bbox: 0.406548 loss_dfl: 0.404307 loss: 1.671461 eta: 9:56:20 batch_cost: 0.9368 data_cost: 0.0015 ips: 51.2394 images/s [03/14 01:19:46] ppdet.engine INFO: Epoch: [240] [ 60/610] learning_rate: 0.022918 loss_vfl: 0.812053 loss_bbox: 0.347352 loss_dfl: 0.381102 loss: 1.581698 eta: 9:56:00 batch_cost: 0.9614 data_cost: 0.0005 ips: 49.9276 images/s [03/14 01:20:08] ppdet.engine INFO: Epoch: [240] [ 80/610] learning_rate: 0.022894 loss_vfl: 0.769870 loss_bbox: 0.358734 loss_dfl: 0.375697 loss: 1.496484 eta: 9:55:40 batch_cost: 0.8565 data_cost: 0.0004 ips: 56.0395 images/s [03/14 01:20:30] ppdet.engine INFO: Epoch: [240] [100/610] learning_rate: 0.022869 loss_vfl: 0.789674 loss_bbox: 0.342979 loss_dfl: 0.363143 loss: 1.495913 eta: 9:55:20 batch_cost: 1.0063 data_cost: 0.0005 ips: 47.6983 images/s [03/14 01:20:52] ppdet.engine INFO: Epoch: [240] [120/610] learning_rate: 0.022845 loss_vfl: 0.826089 loss_bbox: 0.361562 loss_dfl: 0.393292 loss: 1.574611 eta: 9:55:00 batch_cost: 0.9033 data_cost: 0.0004 ips: 53.1384 images/s [03/14 01:21:13] ppdet.engine INFO: Epoch: [240] [140/610] learning_rate: 0.022821 loss_vfl: 0.798577 loss_bbox: 0.357052 loss_dfl: 0.383780 loss: 1.543551 eta: 9:54:41 batch_cost: 0.9457 data_cost: 0.0005 ips: 50.7541 images/s [03/14 01:21:36] ppdet.engine INFO: Epoch: [240] [160/610] learning_rate: 0.022797 loss_vfl: 0.831238 loss_bbox: 0.361781 loss_dfl: 0.386587 loss: 1.571487 eta: 9:54:21 batch_cost: 1.0061 data_cost: 0.0010 ips: 47.7087 images/s [03/14 01:21:58] ppdet.engine INFO: Epoch: [240] [180/610] learning_rate: 0.022773 loss_vfl: 0.810180 loss_bbox: 0.366493 loss_dfl: 0.379240 loss: 1.563413 eta: 9:54:02 batch_cost: 0.9558 data_cost: 0.0004 ips: 50.2181 images/s [03/14 01:22:20] ppdet.engine INFO: Epoch: [240] [200/610] learning_rate: 0.022748 loss_vfl: 0.802076 loss_bbox: 0.349707 loss_dfl: 0.373724 loss: 1.526967 eta: 9:53:42 batch_cost: 0.9605 data_cost: 0.0004 ips: 49.9727 images/s [03/14 01:22:39] ppdet.engine INFO: Epoch: [240] [220/610] learning_rate: 0.022724 loss_vfl: 0.790966 loss_bbox: 0.353470 loss_dfl: 0.376899 loss: 1.510317 eta: 9:53:22 batch_cost: 0.8821 data_cost: 0.0004 ips: 54.4169 images/s [03/14 01:23:01] ppdet.engine INFO: Epoch: [240] [240/610] learning_rate: 0.022700 loss_vfl: 0.848384 loss_bbox: 0.378618 loss_dfl: 0.398589 loss: 1.609316 eta: 9:53:02 batch_cost: 0.9535 data_cost: 0.0005 ips: 50.3430 images/s [03/14 01:23:23] ppdet.engine INFO: Epoch: [240] [260/610] learning_rate: 0.022676 loss_vfl: 0.793082 loss_bbox: 0.365728 loss_dfl: 0.387996 loss: 1.557699 eta: 9:52:43 batch_cost: 0.9750 data_cost: 0.0004 ips: 49.2291 images/s [03/14 01:23:44] ppdet.engine INFO: Epoch: [240] [280/610] learning_rate: 0.022652 loss_vfl: 0.823593 loss_bbox: 0.371399 loss_dfl: 0.383378 loss: 1.569237 eta: 9:52:23 batch_cost: 0.9740 data_cost: 0.0004 ips: 49.2801 images/s [03/14 01:24:06] ppdet.engine INFO: Epoch: [240] [300/610] learning_rate: 0.022628 loss_vfl: 0.793259 loss_bbox: 0.347813 loss_dfl: 0.383178 loss: 1.541025 eta: 9:52:03 batch_cost: 0.9696 data_cost: 0.0004 ips: 49.5050 images/s [03/14 01:24:28] ppdet.engine INFO: Epoch: [240] [320/610] learning_rate: 0.022604 loss_vfl: 0.769085 loss_bbox: 0.345600 loss_dfl: 0.368597 loss: 1.486966 eta: 9:51:44 batch_cost: 0.9447 data_cost: 0.0004 ips: 50.8085 images/s [03/14 01:24:49] ppdet.engine INFO: Epoch: [240] [340/610] learning_rate: 0.022579 loss_vfl: 0.837352 loss_bbox: 0.368987 loss_dfl: 0.395667 loss: 1.597386 eta: 9:51:24 batch_cost: 0.9180 data_cost: 0.0006 ips: 52.2851 images/s [03/14 01:25:11] ppdet.engine INFO: Epoch: [240] [360/610] learning_rate: 0.022555 loss_vfl: 0.806354 loss_bbox: 0.371317 loss_dfl: 0.385887 loss: 1.563346 eta: 9:51:04 batch_cost: 1.0075 data_cost: 0.0004 ips: 47.6405 images/s [03/14 01:25:33] ppdet.engine INFO: Epoch: [240] [380/610] learning_rate: 0.022531 loss_vfl: 0.846463 loss_bbox: 0.372727 loss_dfl: 0.398309 loss: 1.626884 eta: 9:50:45 batch_cost: 0.9826 data_cost: 0.0015 ips: 48.8517 images/s [03/14 01:25:54] ppdet.engine INFO: Epoch: [240] [400/610] learning_rate: 0.022507 loss_vfl: 0.835371 loss_bbox: 0.379057 loss_dfl: 0.384718 loss: 1.600207 eta: 9:50:25 batch_cost: 0.9339 data_cost: 0.0005 ips: 51.3994 images/s [03/14 01:26:16] ppdet.engine INFO: Epoch: [240] [420/610] learning_rate: 0.022483 loss_vfl: 0.790919 loss_bbox: 0.360330 loss_dfl: 0.377609 loss: 1.530221 eta: 9:50:05 batch_cost: 0.9417 data_cost: 0.0004 ips: 50.9690 images/s [03/14 01:26:38] ppdet.engine INFO: Epoch: [240] [440/610] learning_rate: 0.022459 loss_vfl: 0.818648 loss_bbox: 0.361082 loss_dfl: 0.374289 loss: 1.554036 eta: 9:49:46 batch_cost: 0.9595 data_cost: 0.0004 ips: 50.0268 images/s [03/14 01:26:59] ppdet.engine INFO: Epoch: [240] [460/610] learning_rate: 0.022435 loss_vfl: 0.794808 loss_bbox: 0.358944 loss_dfl: 0.371995 loss: 1.526538 eta: 9:49:26 batch_cost: 0.9861 data_cost: 0.0004 ips: 48.6762 images/s [03/14 01:27:20] ppdet.engine INFO: Epoch: [240] [480/610] learning_rate: 0.022411 loss_vfl: 0.827092 loss_bbox: 0.393958 loss_dfl: 0.393991 loss: 1.614953 eta: 9:49:06 batch_cost: 0.9034 data_cost: 0.0004 ips: 53.1318 images/s [03/14 01:27:42] ppdet.engine INFO: Epoch: [240] [500/610] learning_rate: 0.022387 loss_vfl: 0.868518 loss_bbox: 0.379304 loss_dfl: 0.398508 loss: 1.642463 eta: 9:48:47 batch_cost: 1.0161 data_cost: 0.0004 ips: 47.2406 images/s [03/14 01:28:03] ppdet.engine INFO: Epoch: [240] [520/610] learning_rate: 0.022363 loss_vfl: 0.819129 loss_bbox: 0.387094 loss_dfl: 0.388389 loss: 1.594840 eta: 9:48:27 batch_cost: 0.9103 data_cost: 0.0004 ips: 52.7324 images/s [03/14 01:28:25] ppdet.engine INFO: Epoch: [240] [540/610] learning_rate: 0.022339 loss_vfl: 0.806333 loss_bbox: 0.350593 loss_dfl: 0.381292 loss: 1.552424 eta: 9:48:07 batch_cost: 0.9947 data_cost: 0.0013 ips: 48.2536 images/s [03/14 01:28:48] ppdet.engine INFO: Epoch: [240] [560/610] learning_rate: 0.022315 loss_vfl: 0.829216 loss_bbox: 0.376882 loss_dfl: 0.388805 loss: 1.561145 eta: 9:47:48 batch_cost: 1.0176 data_cost: 0.0004 ips: 47.1682 images/s [03/14 01:29:10] ppdet.engine INFO: Epoch: [240] [580/610] learning_rate: 0.022291 loss_vfl: 0.837788 loss_bbox: 0.374164 loss_dfl: 0.396504 loss: 1.604608 eta: 9:47:28 batch_cost: 0.9895 data_cost: 0.0004 ips: 48.5114 images/s [03/14 01:29:31] ppdet.engine INFO: Epoch: [240] [600/610] learning_rate: 0.022267 loss_vfl: 0.813428 loss_bbox: 0.366156 loss_dfl: 0.392740 loss: 1.588985 eta: 9:47:08 batch_cost: 0.8878 data_cost: 0.0005 ips: 54.0670 images/s [03/14 01:29:54] ppdet.engine INFO: Epoch: [241] [ 0/610] learning_rate: 0.022255 loss_vfl: 0.810011 loss_bbox: 0.374431 loss_dfl: 0.395296 loss: 1.591930 eta: 9:47:01 batch_cost: 1.3523 data_cost: 0.5019 ips: 35.4959 images/s [03/14 01:30:18] ppdet.engine INFO: Epoch: [241] [ 20/610] learning_rate: 0.022231 loss_vfl: 0.789614 loss_bbox: 0.373198 loss_dfl: 0.381900 loss: 1.547275 eta: 9:46:41 batch_cost: 1.0520 data_cost: 0.0006 ips: 45.6266 images/s [03/14 01:30:40] ppdet.engine INFO: Epoch: [241] [ 40/610] learning_rate: 0.022207 loss_vfl: 0.821148 loss_bbox: 0.367048 loss_dfl: 0.389146 loss: 1.589313 eta: 9:46:22 batch_cost: 1.0325 data_cost: 0.0004 ips: 46.4904 images/s [03/14 01:31:02] ppdet.engine INFO: Epoch: [241] [ 60/610] learning_rate: 0.022183 loss_vfl: 0.837287 loss_bbox: 0.377996 loss_dfl: 0.397982 loss: 1.618549 eta: 9:46:02 batch_cost: 0.9426 data_cost: 0.0004 ips: 50.9205 images/s [03/14 01:31:24] ppdet.engine INFO: Epoch: [241] [ 80/610] learning_rate: 0.022160 loss_vfl: 0.776205 loss_bbox: 0.356323 loss_dfl: 0.367185 loss: 1.498199 eta: 9:45:43 batch_cost: 0.9514 data_cost: 0.0004 ips: 50.4536 images/s [03/14 01:31:46] ppdet.engine INFO: Epoch: [241] [100/610] learning_rate: 0.022136 loss_vfl: 0.767763 loss_bbox: 0.343657 loss_dfl: 0.363688 loss: 1.474392 eta: 9:45:23 batch_cost: 0.9530 data_cost: 0.0004 ips: 50.3681 images/s [03/14 01:32:07] ppdet.engine INFO: Epoch: [241] [120/610] learning_rate: 0.022112 loss_vfl: 0.789693 loss_bbox: 0.335949 loss_dfl: 0.378777 loss: 1.514241 eta: 9:45:03 batch_cost: 0.9275 data_cost: 0.0004 ips: 51.7508 images/s [03/14 01:32:29] ppdet.engine INFO: Epoch: [241] [140/610] learning_rate: 0.022088 loss_vfl: 0.852898 loss_bbox: 0.378356 loss_dfl: 0.392807 loss: 1.611432 eta: 9:44:44 batch_cost: 0.9587 data_cost: 0.0007 ips: 50.0663 images/s [03/14 01:32:50] ppdet.engine INFO: Epoch: [241] [160/610] learning_rate: 0.022064 loss_vfl: 0.787364 loss_bbox: 0.348654 loss_dfl: 0.360285 loss: 1.491770 eta: 9:44:24 batch_cost: 0.9783 data_cost: 0.0011 ips: 49.0650 images/s [03/14 01:33:13] ppdet.engine INFO: Epoch: [241] [180/610] learning_rate: 0.022040 loss_vfl: 0.806705 loss_bbox: 0.356774 loss_dfl: 0.375373 loss: 1.540812 eta: 9:44:04 batch_cost: 0.9913 data_cost: 0.0004 ips: 48.4201 images/s [03/14 01:33:34] ppdet.engine INFO: Epoch: [241] [200/610] learning_rate: 0.022016 loss_vfl: 0.860413 loss_bbox: 0.403446 loss_dfl: 0.406193 loss: 1.679029 eta: 9:43:45 batch_cost: 0.9503 data_cost: 0.0004 ips: 50.5127 images/s [03/14 01:33:55] ppdet.engine INFO: Epoch: [241] [220/610] learning_rate: 0.021993 loss_vfl: 0.791927 loss_bbox: 0.354054 loss_dfl: 0.370300 loss: 1.505635 eta: 9:43:25 batch_cost: 0.9216 data_cost: 0.0008 ips: 52.0808 images/s [03/14 01:34:17] ppdet.engine INFO: Epoch: [241] [240/610] learning_rate: 0.021969 loss_vfl: 0.810601 loss_bbox: 0.354163 loss_dfl: 0.375283 loss: 1.545419 eta: 9:43:05 batch_cost: 0.9947 data_cost: 0.0004 ips: 48.2566 images/s [03/14 01:34:38] ppdet.engine INFO: Epoch: [241] [260/610] learning_rate: 0.021945 loss_vfl: 0.824100 loss_bbox: 0.366573 loss_dfl: 0.393012 loss: 1.577676 eta: 9:42:46 batch_cost: 0.9326 data_cost: 0.0004 ips: 51.4700 images/s [03/14 01:35:01] ppdet.engine INFO: Epoch: [241] [280/610] learning_rate: 0.021921 loss_vfl: 0.805236 loss_bbox: 0.377153 loss_dfl: 0.388699 loss: 1.574636 eta: 9:42:26 batch_cost: 1.0167 data_cost: 0.0004 ips: 47.2094 images/s [03/14 01:35:22] ppdet.engine INFO: Epoch: [241] [300/610] learning_rate: 0.021897 loss_vfl: 0.828169 loss_bbox: 0.350692 loss_dfl: 0.369827 loss: 1.573188 eta: 9:42:07 batch_cost: 0.9796 data_cost: 0.0004 ips: 49.0012 images/s [03/14 01:35:45] ppdet.engine INFO: Epoch: [241] [320/610] learning_rate: 0.021874 loss_vfl: 0.859374 loss_bbox: 0.366336 loss_dfl: 0.388889 loss: 1.627201 eta: 9:41:47 batch_cost: 0.9959 data_cost: 0.0013 ips: 48.1958 images/s [03/14 01:36:05] ppdet.engine INFO: Epoch: [241] [340/610] learning_rate: 0.021850 loss_vfl: 0.809493 loss_bbox: 0.346323 loss_dfl: 0.376125 loss: 1.531073 eta: 9:41:27 batch_cost: 0.8725 data_cost: 0.0004 ips: 55.0115 images/s [03/14 01:36:28] ppdet.engine INFO: Epoch: [241] [360/610] learning_rate: 0.021826 loss_vfl: 0.875388 loss_bbox: 0.395654 loss_dfl: 0.399714 loss: 1.644059 eta: 9:41:07 batch_cost: 0.9780 data_cost: 0.0004 ips: 49.0807 images/s [03/14 01:36:49] ppdet.engine INFO: Epoch: [241] [380/610] learning_rate: 0.021802 loss_vfl: 0.856612 loss_bbox: 0.384665 loss_dfl: 0.391756 loss: 1.634343 eta: 9:40:48 batch_cost: 0.9890 data_cost: 0.0004 ips: 48.5319 images/s [03/14 01:37:11] ppdet.engine INFO: Epoch: [241] [400/610] learning_rate: 0.021779 loss_vfl: 0.858655 loss_bbox: 0.379430 loss_dfl: 0.397407 loss: 1.647348 eta: 9:40:28 batch_cost: 0.9909 data_cost: 0.0006 ips: 48.4424 images/s [03/14 01:37:33] ppdet.engine INFO: Epoch: [241] [420/610] learning_rate: 0.021755 loss_vfl: 0.824927 loss_bbox: 0.364975 loss_dfl: 0.382332 loss: 1.573747 eta: 9:40:09 batch_cost: 0.9730 data_cost: 0.0004 ips: 49.3299 images/s [03/14 01:37:55] ppdet.engine INFO: Epoch: [241] [440/610] learning_rate: 0.021731 loss_vfl: 0.784242 loss_bbox: 0.354223 loss_dfl: 0.372956 loss: 1.505121 eta: 9:39:49 batch_cost: 0.9786 data_cost: 0.0004 ips: 49.0516 images/s [03/14 01:38:18] ppdet.engine INFO: Epoch: [241] [460/610] learning_rate: 0.021708 loss_vfl: 0.800942 loss_bbox: 0.359790 loss_dfl: 0.374772 loss: 1.534690 eta: 9:39:30 batch_cost: 0.9952 data_cost: 0.0004 ips: 48.2299 images/s [03/14 01:38:39] ppdet.engine INFO: Epoch: [241] [480/610] learning_rate: 0.021684 loss_vfl: 0.824711 loss_bbox: 0.384944 loss_dfl: 0.387012 loss: 1.600116 eta: 9:39:10 batch_cost: 0.9790 data_cost: 0.0004 ips: 49.0319 images/s [03/14 01:39:02] ppdet.engine INFO: Epoch: [241] [500/610] learning_rate: 0.021660 loss_vfl: 0.864167 loss_bbox: 0.405967 loss_dfl: 0.411359 loss: 1.696701 eta: 9:38:51 batch_cost: 0.9951 data_cost: 0.0004 ips: 48.2350 images/s [03/14 01:39:23] ppdet.engine INFO: Epoch: [241] [520/610] learning_rate: 0.021637 loss_vfl: 0.863326 loss_bbox: 0.390992 loss_dfl: 0.403282 loss: 1.659223 eta: 9:38:31 batch_cost: 0.9689 data_cost: 0.0005 ips: 49.5419 images/s [03/14 01:39:44] ppdet.engine INFO: Epoch: [241] [540/610] learning_rate: 0.021613 loss_vfl: 0.816484 loss_bbox: 0.382979 loss_dfl: 0.394361 loss: 1.582974 eta: 9:38:11 batch_cost: 0.8934 data_cost: 0.0004 ips: 53.7297 images/s [03/14 01:40:07] ppdet.engine INFO: Epoch: [241] [560/610] learning_rate: 0.021589 loss_vfl: 0.822858 loss_bbox: 0.383105 loss_dfl: 0.400829 loss: 1.622708 eta: 9:37:52 batch_cost: 0.9864 data_cost: 0.0010 ips: 48.6602 images/s [03/14 01:40:29] ppdet.engine INFO: Epoch: [241] [580/610] learning_rate: 0.021566 loss_vfl: 0.844369 loss_bbox: 0.367242 loss_dfl: 0.395888 loss: 1.619609 eta: 9:37:32 batch_cost: 0.9857 data_cost: 0.0004 ips: 48.6962 images/s [03/14 01:40:50] ppdet.engine INFO: Epoch: [241] [600/610] learning_rate: 0.021542 loss_vfl: 0.799270 loss_bbox: 0.358866 loss_dfl: 0.381126 loss: 1.527215 eta: 9:37:12 batch_cost: 0.9413 data_cost: 0.0005 ips: 50.9916 images/s [03/14 01:41:13] ppdet.engine INFO: Epoch: [242] [ 0/610] learning_rate: 0.021530 loss_vfl: 0.842944 loss_bbox: 0.384919 loss_dfl: 0.398408 loss: 1.618419 eta: 9:37:05 batch_cost: 1.3560 data_cost: 0.6096 ips: 35.3994 images/s [03/14 01:41:36] ppdet.engine INFO: Epoch: [242] [ 20/610] learning_rate: 0.021507 loss_vfl: 0.817514 loss_bbox: 0.368175 loss_dfl: 0.387041 loss: 1.550460 eta: 9:36:45 batch_cost: 1.0059 data_cost: 0.0004 ips: 47.7191 images/s [03/14 01:41:58] ppdet.engine INFO: Epoch: [242] [ 40/610] learning_rate: 0.021483 loss_vfl: 0.839694 loss_bbox: 0.371532 loss_dfl: 0.393474 loss: 1.620469 eta: 9:36:26 batch_cost: 0.9592 data_cost: 0.0004 ips: 50.0443 images/s [03/14 01:42:20] ppdet.engine INFO: Epoch: [242] [ 60/610] learning_rate: 0.021460 loss_vfl: 0.817766 loss_bbox: 0.356982 loss_dfl: 0.365888 loss: 1.545441 eta: 9:36:06 batch_cost: 0.9749 data_cost: 0.0004 ips: 49.2341 images/s [03/14 01:42:42] ppdet.engine INFO: Epoch: [242] [ 80/610] learning_rate: 0.021436 loss_vfl: 0.790257 loss_bbox: 0.362046 loss_dfl: 0.376605 loss: 1.519058 eta: 9:35:46 batch_cost: 0.9471 data_cost: 0.0004 ips: 50.6836 images/s [03/14 01:43:03] ppdet.engine INFO: Epoch: [242] [100/610] learning_rate: 0.021413 loss_vfl: 0.787152 loss_bbox: 0.380610 loss_dfl: 0.381666 loss: 1.551144 eta: 9:35:26 batch_cost: 0.9134 data_cost: 0.0004 ips: 52.5530 images/s [03/14 01:43:25] ppdet.engine INFO: Epoch: [242] [120/610] learning_rate: 0.021389 loss_vfl: 0.844940 loss_bbox: 0.396055 loss_dfl: 0.393567 loss: 1.637140 eta: 9:35:07 batch_cost: 0.9675 data_cost: 0.0005 ips: 49.6129 images/s [03/14 01:43:46] ppdet.engine INFO: Epoch: [242] [140/610] learning_rate: 0.021366 loss_vfl: 0.822303 loss_bbox: 0.378461 loss_dfl: 0.390025 loss: 1.578331 eta: 9:34:47 batch_cost: 0.9518 data_cost: 0.0004 ips: 50.4291 images/s [03/14 01:44:09] ppdet.engine INFO: Epoch: [242] [160/610] learning_rate: 0.021342 loss_vfl: 0.797401 loss_bbox: 0.357343 loss_dfl: 0.372033 loss: 1.512755 eta: 9:34:27 batch_cost: 0.9679 data_cost: 0.0004 ips: 49.5894 images/s [03/14 01:44:30] ppdet.engine INFO: Epoch: [242] [180/610] learning_rate: 0.021319 loss_vfl: 0.760755 loss_bbox: 0.343043 loss_dfl: 0.367799 loss: 1.469656 eta: 9:34:08 batch_cost: 0.9829 data_cost: 0.0004 ips: 48.8334 images/s [03/14 01:44:52] ppdet.engine INFO: Epoch: [242] [200/610] learning_rate: 0.021295 loss_vfl: 0.792581 loss_bbox: 0.349687 loss_dfl: 0.372595 loss: 1.552427 eta: 9:33:48 batch_cost: 0.9638 data_cost: 0.0004 ips: 49.8004 images/s [03/14 01:45:13] ppdet.engine INFO: Epoch: [242] [220/610] learning_rate: 0.021272 loss_vfl: 0.782426 loss_bbox: 0.357429 loss_dfl: 0.385635 loss: 1.562153 eta: 9:33:28 batch_cost: 0.9145 data_cost: 0.0004 ips: 52.4865 images/s [03/14 01:45:36] ppdet.engine INFO: Epoch: [242] [240/610] learning_rate: 0.021248 loss_vfl: 0.778238 loss_bbox: 0.369582 loss_dfl: 0.378031 loss: 1.534879 eta: 9:33:09 batch_cost: 1.0356 data_cost: 0.0004 ips: 46.3516 images/s [03/14 01:45:59] ppdet.engine INFO: Epoch: [242] [260/610] learning_rate: 0.021225 loss_vfl: 0.802326 loss_bbox: 0.366563 loss_dfl: 0.375432 loss: 1.559901 eta: 9:32:50 batch_cost: 1.0137 data_cost: 0.0004 ips: 47.3509 images/s [03/14 01:46:20] ppdet.engine INFO: Epoch: [242] [280/610] learning_rate: 0.021201 loss_vfl: 0.802820 loss_bbox: 0.366413 loss_dfl: 0.389327 loss: 1.575157 eta: 9:32:30 batch_cost: 0.9284 data_cost: 0.0004 ips: 51.7025 images/s [03/14 01:46:42] ppdet.engine INFO: Epoch: [242] [300/610] learning_rate: 0.021178 loss_vfl: 0.787218 loss_bbox: 0.369892 loss_dfl: 0.383241 loss: 1.558964 eta: 9:32:10 batch_cost: 1.0097 data_cost: 0.0004 ips: 47.5371 images/s [03/14 01:47:03] ppdet.engine INFO: Epoch: [242] [320/610] learning_rate: 0.021155 loss_vfl: 0.755747 loss_bbox: 0.340462 loss_dfl: 0.356505 loss: 1.462777 eta: 9:31:51 batch_cost: 0.9293 data_cost: 0.0005 ips: 51.6498 images/s [03/14 01:47:26] ppdet.engine INFO: Epoch: [242] [340/610] learning_rate: 0.021131 loss_vfl: 0.794267 loss_bbox: 0.347585 loss_dfl: 0.374428 loss: 1.509196 eta: 9:31:31 batch_cost: 1.0347 data_cost: 0.0004 ips: 46.3898 images/s [03/14 01:47:48] ppdet.engine INFO: Epoch: [242] [360/610] learning_rate: 0.021108 loss_vfl: 0.837694 loss_bbox: 0.387864 loss_dfl: 0.401265 loss: 1.628664 eta: 9:31:12 batch_cost: 0.9597 data_cost: 0.0005 ips: 50.0175 images/s [03/14 01:48:09] ppdet.engine INFO: Epoch: [242] [380/610] learning_rate: 0.021084 loss_vfl: 0.813075 loss_bbox: 0.393889 loss_dfl: 0.390244 loss: 1.603409 eta: 9:30:52 batch_cost: 0.9961 data_cost: 0.0004 ips: 48.1874 images/s [03/14 01:48:30] ppdet.engine INFO: Epoch: [242] [400/610] learning_rate: 0.021061 loss_vfl: 0.722777 loss_bbox: 0.345206 loss_dfl: 0.357517 loss: 1.419256 eta: 9:30:32 batch_cost: 0.9169 data_cost: 0.0004 ips: 52.3493 images/s [03/14 01:48:50] ppdet.engine INFO: Epoch: [242] [420/610] learning_rate: 0.021038 loss_vfl: 0.769367 loss_bbox: 0.354131 loss_dfl: 0.372625 loss: 1.510428 eta: 9:30:12 batch_cost: 0.9184 data_cost: 0.0004 ips: 52.2639 images/s [03/14 01:49:12] ppdet.engine INFO: Epoch: [242] [440/610] learning_rate: 0.021014 loss_vfl: 0.821916 loss_bbox: 0.370979 loss_dfl: 0.377357 loss: 1.583666 eta: 9:29:53 batch_cost: 0.9935 data_cost: 0.0004 ips: 48.3135 images/s [03/14 01:49:34] ppdet.engine INFO: Epoch: [242] [460/610] learning_rate: 0.020991 loss_vfl: 0.770441 loss_bbox: 0.347620 loss_dfl: 0.369184 loss: 1.497968 eta: 9:29:33 batch_cost: 1.0065 data_cost: 0.0004 ips: 47.6886 images/s [03/14 01:49:56] ppdet.engine INFO: Epoch: [242] [480/610] learning_rate: 0.020968 loss_vfl: 0.819699 loss_bbox: 0.364881 loss_dfl: 0.385360 loss: 1.573578 eta: 9:29:14 batch_cost: 0.9843 data_cost: 0.0004 ips: 48.7650 images/s [03/14 01:50:18] ppdet.engine INFO: Epoch: [242] [500/610] learning_rate: 0.020944 loss_vfl: 0.785923 loss_bbox: 0.347496 loss_dfl: 0.368275 loss: 1.518239 eta: 9:28:54 batch_cost: 1.0153 data_cost: 0.0004 ips: 47.2758 images/s [03/14 01:50:39] ppdet.engine INFO: Epoch: [242] [520/610] learning_rate: 0.020921 loss_vfl: 0.789876 loss_bbox: 0.348489 loss_dfl: 0.378618 loss: 1.514593 eta: 9:28:35 batch_cost: 0.9472 data_cost: 0.0004 ips: 50.6779 images/s [03/14 01:51:03] ppdet.engine INFO: Epoch: [242] [540/610] learning_rate: 0.020898 loss_vfl: 0.809522 loss_bbox: 0.348056 loss_dfl: 0.381036 loss: 1.526171 eta: 9:28:15 batch_cost: 1.0455 data_cost: 0.0004 ips: 45.9119 images/s [03/14 01:51:24] ppdet.engine INFO: Epoch: [242] [560/610] learning_rate: 0.020875 loss_vfl: 0.774132 loss_bbox: 0.345027 loss_dfl: 0.365865 loss: 1.497171 eta: 9:27:56 batch_cost: 0.9910 data_cost: 0.0004 ips: 48.4378 images/s [03/14 01:51:45] ppdet.engine INFO: Epoch: [242] [580/610] learning_rate: 0.020851 loss_vfl: 0.829142 loss_bbox: 0.370331 loss_dfl: 0.384641 loss: 1.580694 eta: 9:27:36 batch_cost: 0.8939 data_cost: 0.0004 ips: 53.6976 images/s [03/14 01:52:06] ppdet.engine INFO: Epoch: [242] [600/610] learning_rate: 0.020828 loss_vfl: 0.831185 loss_bbox: 0.376579 loss_dfl: 0.394023 loss: 1.630367 eta: 9:27:16 batch_cost: 0.8756 data_cost: 0.0005 ips: 54.8195 images/s [03/14 01:52:27] ppdet.engine INFO: Epoch: [243] [ 0/610] learning_rate: 0.020816 loss_vfl: 0.759501 loss_bbox: 0.347238 loss_dfl: 0.369924 loss: 1.500745 eta: 9:27:08 batch_cost: 1.2539 data_cost: 0.4991 ips: 38.2801 images/s [03/14 01:52:52] ppdet.engine INFO: Epoch: [243] [ 20/610] learning_rate: 0.020793 loss_vfl: 0.767493 loss_bbox: 0.346269 loss_dfl: 0.369035 loss: 1.485803 eta: 9:26:49 batch_cost: 1.1933 data_cost: 0.0004 ips: 40.2246 images/s [03/14 01:53:14] ppdet.engine INFO: Epoch: [243] [ 40/610] learning_rate: 0.020770 loss_vfl: 0.807050 loss_bbox: 0.373650 loss_dfl: 0.384016 loss: 1.547831 eta: 9:26:30 batch_cost: 0.9851 data_cost: 0.0004 ips: 48.7260 images/s [03/14 01:53:36] ppdet.engine INFO: Epoch: [243] [ 60/610] learning_rate: 0.020747 loss_vfl: 0.836450 loss_bbox: 0.377300 loss_dfl: 0.405444 loss: 1.634793 eta: 9:26:10 batch_cost: 1.0111 data_cost: 0.0004 ips: 47.4737 images/s [03/14 01:53:59] ppdet.engine INFO: Epoch: [243] [ 80/610] learning_rate: 0.020724 loss_vfl: 0.814483 loss_bbox: 0.377384 loss_dfl: 0.389448 loss: 1.573442 eta: 9:25:51 batch_cost: 0.9541 data_cost: 0.0004 ips: 50.3108 images/s [03/14 01:54:21] ppdet.engine INFO: Epoch: [243] [100/610] learning_rate: 0.020700 loss_vfl: 0.796785 loss_bbox: 0.363455 loss_dfl: 0.383207 loss: 1.542239 eta: 9:25:31 batch_cost: 0.9768 data_cost: 0.0004 ips: 49.1391 images/s [03/14 01:54:41] ppdet.engine INFO: Epoch: [243] [120/610] learning_rate: 0.020677 loss_vfl: 0.849767 loss_bbox: 0.381233 loss_dfl: 0.393666 loss: 1.618374 eta: 9:25:11 batch_cost: 0.9421 data_cost: 0.0004 ips: 50.9524 images/s [03/14 01:55:03] ppdet.engine INFO: Epoch: [243] [140/610] learning_rate: 0.020654 loss_vfl: 0.843472 loss_bbox: 0.362037 loss_dfl: 0.385779 loss: 1.593401 eta: 9:24:52 batch_cost: 1.0014 data_cost: 0.0004 ips: 47.9315 images/s [03/14 01:55:25] ppdet.engine INFO: Epoch: [243] [160/610] learning_rate: 0.020631 loss_vfl: 0.879015 loss_bbox: 0.400057 loss_dfl: 0.415275 loss: 1.689291 eta: 9:24:32 batch_cost: 1.0001 data_cost: 0.0004 ips: 47.9946 images/s [03/14 01:55:49] ppdet.engine INFO: Epoch: [243] [180/610] learning_rate: 0.020608 loss_vfl: 0.818727 loss_bbox: 0.363972 loss_dfl: 0.383420 loss: 1.556710 eta: 9:24:13 batch_cost: 1.0319 data_cost: 0.0004 ips: 46.5142 images/s [03/14 01:56:10] ppdet.engine INFO: Epoch: [243] [200/610] learning_rate: 0.020585 loss_vfl: 0.852847 loss_bbox: 0.398532 loss_dfl: 0.413829 loss: 1.678227 eta: 9:23:53 batch_cost: 0.9634 data_cost: 0.0004 ips: 49.8258 images/s [03/14 01:56:33] ppdet.engine INFO: Epoch: [243] [220/610] learning_rate: 0.020562 loss_vfl: 0.810722 loss_bbox: 0.371472 loss_dfl: 0.380013 loss: 1.527634 eta: 9:23:34 batch_cost: 1.0328 data_cost: 0.0004 ips: 46.4758 images/s [03/14 01:56:54] ppdet.engine INFO: Epoch: [243] [240/610] learning_rate: 0.020539 loss_vfl: 0.787852 loss_bbox: 0.363959 loss_dfl: 0.367261 loss: 1.498074 eta: 9:23:15 batch_cost: 0.9885 data_cost: 0.0004 ips: 48.5609 images/s [03/14 01:57:16] ppdet.engine INFO: Epoch: [243] [260/610] learning_rate: 0.020515 loss_vfl: 0.767162 loss_bbox: 0.333063 loss_dfl: 0.362421 loss: 1.447688 eta: 9:22:55 batch_cost: 0.9734 data_cost: 0.0004 ips: 49.3095 images/s [03/14 01:57:37] ppdet.engine INFO: Epoch: [243] [280/610] learning_rate: 0.020492 loss_vfl: 0.837846 loss_bbox: 0.387431 loss_dfl: 0.403313 loss: 1.627965 eta: 9:22:35 batch_cost: 0.9540 data_cost: 0.0004 ips: 50.3141 images/s [03/14 01:58:00] ppdet.engine INFO: Epoch: [243] [300/610] learning_rate: 0.020469 loss_vfl: 0.804915 loss_bbox: 0.379234 loss_dfl: 0.391991 loss: 1.583724 eta: 9:22:16 batch_cost: 1.0316 data_cost: 0.0004 ips: 46.5310 images/s [03/14 01:58:22] ppdet.engine INFO: Epoch: [243] [320/610] learning_rate: 0.020446 loss_vfl: 0.788987 loss_bbox: 0.360000 loss_dfl: 0.372182 loss: 1.511890 eta: 9:21:56 batch_cost: 0.9935 data_cost: 0.0004 ips: 48.3126 images/s [03/14 01:58:44] ppdet.engine INFO: Epoch: [243] [340/610] learning_rate: 0.020423 loss_vfl: 0.742771 loss_bbox: 0.337956 loss_dfl: 0.344968 loss: 1.432366 eta: 9:21:37 batch_cost: 0.9918 data_cost: 0.0004 ips: 48.3973 images/s [03/14 01:59:06] ppdet.engine INFO: Epoch: [243] [360/610] learning_rate: 0.020400 loss_vfl: 0.827152 loss_bbox: 0.388671 loss_dfl: 0.388109 loss: 1.602816 eta: 9:21:17 batch_cost: 0.9746 data_cost: 0.0004 ips: 49.2532 images/s [03/14 01:59:27] ppdet.engine INFO: Epoch: [243] [380/610] learning_rate: 0.020377 loss_vfl: 0.771863 loss_bbox: 0.365342 loss_dfl: 0.372454 loss: 1.511899 eta: 9:20:57 batch_cost: 0.9191 data_cost: 0.0004 ips: 52.2247 images/s [03/14 01:59:50] ppdet.engine INFO: Epoch: [243] [400/610] learning_rate: 0.020354 loss_vfl: 0.791844 loss_bbox: 0.370587 loss_dfl: 0.374090 loss: 1.536697 eta: 9:20:38 batch_cost: 1.0340 data_cost: 0.0004 ips: 46.4222 images/s [03/14 02:00:13] ppdet.engine INFO: Epoch: [243] [420/610] learning_rate: 0.020331 loss_vfl: 0.835085 loss_bbox: 0.373266 loss_dfl: 0.387948 loss: 1.593212 eta: 9:20:18 batch_cost: 0.9407 data_cost: 0.0005 ips: 51.0244 images/s [03/14 02:00:36] ppdet.engine INFO: Epoch: [243] [440/610] learning_rate: 0.020308 loss_vfl: 0.803404 loss_bbox: 0.351695 loss_dfl: 0.376332 loss: 1.524436 eta: 9:19:59 batch_cost: 1.0435 data_cost: 0.0005 ips: 45.9988 images/s [03/14 02:00:57] ppdet.engine INFO: Epoch: [243] [460/610] learning_rate: 0.020285 loss_vfl: 0.804940 loss_bbox: 0.362015 loss_dfl: 0.385326 loss: 1.560866 eta: 9:19:39 batch_cost: 0.9564 data_cost: 0.0004 ips: 50.1874 images/s [03/14 02:01:19] ppdet.engine INFO: Epoch: [243] [480/610] learning_rate: 0.020262 loss_vfl: 0.869308 loss_bbox: 0.389787 loss_dfl: 0.410313 loss: 1.688532 eta: 9:19:20 batch_cost: 1.0130 data_cost: 0.0004 ips: 47.3833 images/s [03/14 02:01:41] ppdet.engine INFO: Epoch: [243] [500/610] learning_rate: 0.020239 loss_vfl: 0.771060 loss_bbox: 0.359137 loss_dfl: 0.380662 loss: 1.513012 eta: 9:19:00 batch_cost: 0.9754 data_cost: 0.0004 ips: 49.2095 images/s [03/14 02:02:02] ppdet.engine INFO: Epoch: [243] [520/610] learning_rate: 0.020216 loss_vfl: 0.813747 loss_bbox: 0.357329 loss_dfl: 0.387549 loss: 1.565563 eta: 9:18:41 batch_cost: 0.9269 data_cost: 0.0004 ips: 51.7837 images/s [03/14 02:02:24] ppdet.engine INFO: Epoch: [243] [540/610] learning_rate: 0.020194 loss_vfl: 0.800278 loss_bbox: 0.361521 loss_dfl: 0.380313 loss: 1.516839 eta: 9:18:21 batch_cost: 0.9572 data_cost: 0.0004 ips: 50.1472 images/s [03/14 02:02:47] ppdet.engine INFO: Epoch: [243] [560/610] learning_rate: 0.020171 loss_vfl: 0.804486 loss_bbox: 0.366927 loss_dfl: 0.379292 loss: 1.553438 eta: 9:18:02 batch_cost: 1.0505 data_cost: 0.0004 ips: 45.6939 images/s [03/14 02:03:09] ppdet.engine INFO: Epoch: [243] [580/610] learning_rate: 0.020148 loss_vfl: 0.798447 loss_bbox: 0.355136 loss_dfl: 0.366903 loss: 1.505483 eta: 9:17:42 batch_cost: 0.9702 data_cost: 0.0004 ips: 49.4750 images/s [03/14 02:03:30] ppdet.engine INFO: Epoch: [243] [600/610] learning_rate: 0.020125 loss_vfl: 0.882056 loss_bbox: 0.411666 loss_dfl: 0.423550 loss: 1.710731 eta: 9:17:22 batch_cost: 0.8997 data_cost: 0.0008 ips: 53.3526 images/s [03/14 02:03:52] ppdet.engine INFO: Epoch: [244] [ 0/610] learning_rate: 0.020113 loss_vfl: 0.869450 loss_bbox: 0.385554 loss_dfl: 0.406992 loss: 1.677162 eta: 9:17:14 batch_cost: 1.2713 data_cost: 0.5871 ips: 37.7553 images/s [03/14 02:04:17] ppdet.engine INFO: Epoch: [244] [ 20/610] learning_rate: 0.020091 loss_vfl: 0.841678 loss_bbox: 0.367594 loss_dfl: 0.402655 loss: 1.600328 eta: 9:16:55 batch_cost: 1.1363 data_cost: 0.0004 ips: 42.2417 images/s [03/14 02:04:41] ppdet.engine INFO: Epoch: [244] [ 40/610] learning_rate: 0.020068 loss_vfl: 0.826409 loss_bbox: 0.387387 loss_dfl: 0.399110 loss: 1.611378 eta: 9:16:36 batch_cost: 1.0440 data_cost: 0.0004 ips: 45.9759 images/s [03/14 02:05:02] ppdet.engine INFO: Epoch: [244] [ 60/610] learning_rate: 0.020045 loss_vfl: 0.779193 loss_bbox: 0.359065 loss_dfl: 0.375511 loss: 1.503205 eta: 9:16:16 batch_cost: 0.9868 data_cost: 0.0004 ips: 48.6420 images/s [03/14 02:05:23] ppdet.engine INFO: Epoch: [244] [ 80/610] learning_rate: 0.020022 loss_vfl: 0.849564 loss_bbox: 0.365690 loss_dfl: 0.399171 loss: 1.600638 eta: 9:15:57 batch_cost: 0.9651 data_cost: 0.0004 ips: 49.7369 images/s [03/14 02:05:46] ppdet.engine INFO: Epoch: [244] [100/610] learning_rate: 0.019999 loss_vfl: 0.756358 loss_bbox: 0.336366 loss_dfl: 0.352193 loss: 1.449912 eta: 9:15:38 batch_cost: 1.0521 data_cost: 0.0004 ips: 45.6243 images/s [03/14 02:06:08] ppdet.engine INFO: Epoch: [244] [120/610] learning_rate: 0.019976 loss_vfl: 0.829813 loss_bbox: 0.365513 loss_dfl: 0.389670 loss: 1.585678 eta: 9:15:18 batch_cost: 0.9179 data_cost: 0.0004 ips: 52.2959 images/s [03/14 02:06:30] ppdet.engine INFO: Epoch: [244] [140/610] learning_rate: 0.019954 loss_vfl: 0.803592 loss_bbox: 0.366467 loss_dfl: 0.377652 loss: 1.538103 eta: 9:14:58 batch_cost: 1.0019 data_cost: 0.0010 ips: 47.9071 images/s [03/14 02:06:51] ppdet.engine INFO: Epoch: [244] [160/610] learning_rate: 0.019931 loss_vfl: 0.789045 loss_bbox: 0.354695 loss_dfl: 0.380750 loss: 1.540948 eta: 9:14:38 batch_cost: 0.9080 data_cost: 0.0005 ips: 52.8650 images/s [03/14 02:07:13] ppdet.engine INFO: Epoch: [244] [180/610] learning_rate: 0.019908 loss_vfl: 0.853152 loss_bbox: 0.362657 loss_dfl: 0.386556 loss: 1.613709 eta: 9:14:19 batch_cost: 0.9853 data_cost: 0.0004 ips: 48.7164 images/s [03/14 02:07:35] ppdet.engine INFO: Epoch: [244] [200/610] learning_rate: 0.019885 loss_vfl: 0.819773 loss_bbox: 0.372641 loss_dfl: 0.388652 loss: 1.566671 eta: 9:13:59 batch_cost: 0.9414 data_cost: 0.0011 ips: 50.9860 images/s [03/14 02:07:56] ppdet.engine INFO: Epoch: [244] [220/610] learning_rate: 0.019863 loss_vfl: 0.778124 loss_bbox: 0.362558 loss_dfl: 0.372652 loss: 1.504052 eta: 9:13:39 batch_cost: 0.9823 data_cost: 0.0005 ips: 48.8633 images/s [03/14 02:08:18] ppdet.engine INFO: Epoch: [244] [240/610] learning_rate: 0.019840 loss_vfl: 0.761952 loss_bbox: 0.342530 loss_dfl: 0.360863 loss: 1.449284 eta: 9:13:20 batch_cost: 0.9168 data_cost: 0.0004 ips: 52.3578 images/s [03/14 02:08:40] ppdet.engine INFO: Epoch: [244] [260/610] learning_rate: 0.019817 loss_vfl: 0.829073 loss_bbox: 0.379497 loss_dfl: 0.387981 loss: 1.621230 eta: 9:13:00 batch_cost: 0.9665 data_cost: 0.0004 ips: 49.6635 images/s [03/14 02:09:03] ppdet.engine INFO: Epoch: [244] [280/610] learning_rate: 0.019794 loss_vfl: 0.821043 loss_bbox: 0.370372 loss_dfl: 0.389551 loss: 1.575114 eta: 9:12:40 batch_cost: 0.9919 data_cost: 0.0004 ips: 48.3922 images/s [03/14 02:09:25] ppdet.engine INFO: Epoch: [244] [300/610] learning_rate: 0.019772 loss_vfl: 0.817900 loss_bbox: 0.345759 loss_dfl: 0.373844 loss: 1.531578 eta: 9:12:21 batch_cost: 0.9979 data_cost: 0.0004 ips: 48.1019 images/s [03/14 02:09:47] ppdet.engine INFO: Epoch: [244] [320/610] learning_rate: 0.019749 loss_vfl: 0.780666 loss_bbox: 0.343861 loss_dfl: 0.372577 loss: 1.466415 eta: 9:12:02 batch_cost: 1.0119 data_cost: 0.0004 ips: 47.4377 images/s [03/14 02:10:08] ppdet.engine INFO: Epoch: [244] [340/610] learning_rate: 0.019726 loss_vfl: 0.856511 loss_bbox: 0.386287 loss_dfl: 0.404393 loss: 1.642637 eta: 9:11:42 batch_cost: 0.9783 data_cost: 0.0004 ips: 49.0628 images/s [03/14 02:10:31] ppdet.engine INFO: Epoch: [244] [360/610] learning_rate: 0.019704 loss_vfl: 0.795372 loss_bbox: 0.358691 loss_dfl: 0.373473 loss: 1.522149 eta: 9:11:23 batch_cost: 1.0424 data_cost: 0.0004 ips: 46.0496 images/s [03/14 02:10:53] ppdet.engine INFO: Epoch: [244] [380/610] learning_rate: 0.019681 loss_vfl: 0.799902 loss_bbox: 0.360581 loss_dfl: 0.377779 loss: 1.532359 eta: 9:11:03 batch_cost: 0.9570 data_cost: 0.0004 ips: 50.1583 images/s [03/14 02:11:14] ppdet.engine INFO: Epoch: [244] [400/610] learning_rate: 0.019658 loss_vfl: 0.818128 loss_bbox: 0.370697 loss_dfl: 0.394278 loss: 1.592276 eta: 9:10:43 batch_cost: 0.9687 data_cost: 0.0004 ips: 49.5492 images/s [03/14 02:11:36] ppdet.engine INFO: Epoch: [244] [420/610] learning_rate: 0.019636 loss_vfl: 0.870813 loss_bbox: 0.391403 loss_dfl: 0.403422 loss: 1.657617 eta: 9:10:24 batch_cost: 0.9757 data_cost: 0.0004 ips: 49.1935 images/s [03/14 02:11:58] ppdet.engine INFO: Epoch: [244] [440/610] learning_rate: 0.019613 loss_vfl: 0.805914 loss_bbox: 0.354133 loss_dfl: 0.378541 loss: 1.521001 eta: 9:10:04 batch_cost: 0.9763 data_cost: 0.0005 ips: 49.1653 images/s [03/14 02:12:18] ppdet.engine INFO: Epoch: [244] [460/610] learning_rate: 0.019591 loss_vfl: 0.848791 loss_bbox: 0.390533 loss_dfl: 0.398526 loss: 1.644030 eta: 9:09:44 batch_cost: 0.8883 data_cost: 0.0004 ips: 54.0373 images/s [03/14 02:12:41] ppdet.engine INFO: Epoch: [244] [480/610] learning_rate: 0.019568 loss_vfl: 0.833534 loss_bbox: 0.369058 loss_dfl: 0.393038 loss: 1.602329 eta: 9:09:25 batch_cost: 0.9988 data_cost: 0.0011 ips: 48.0599 images/s [03/14 02:13:02] ppdet.engine INFO: Epoch: [244] [500/610] learning_rate: 0.019545 loss_vfl: 0.728096 loss_bbox: 0.314740 loss_dfl: 0.348554 loss: 1.386226 eta: 9:09:05 batch_cost: 0.9406 data_cost: 0.0004 ips: 51.0300 images/s [03/14 02:13:25] ppdet.engine INFO: Epoch: [244] [520/610] learning_rate: 0.019523 loss_vfl: 0.843379 loss_bbox: 0.392879 loss_dfl: 0.390189 loss: 1.626297 eta: 9:08:46 batch_cost: 1.0284 data_cost: 0.0004 ips: 46.6734 images/s [03/14 02:13:46] ppdet.engine INFO: Epoch: [244] [540/610] learning_rate: 0.019500 loss_vfl: 0.869704 loss_bbox: 0.393294 loss_dfl: 0.410546 loss: 1.678166 eta: 9:08:26 batch_cost: 0.9262 data_cost: 0.0004 ips: 51.8266 images/s [03/14 02:14:08] ppdet.engine INFO: Epoch: [244] [560/610] learning_rate: 0.019478 loss_vfl: 0.774834 loss_bbox: 0.340262 loss_dfl: 0.368924 loss: 1.486530 eta: 9:08:06 batch_cost: 0.9203 data_cost: 0.0008 ips: 52.1580 images/s [03/14 02:14:30] ppdet.engine INFO: Epoch: [244] [580/610] learning_rate: 0.019455 loss_vfl: 0.843987 loss_bbox: 0.378993 loss_dfl: 0.414936 loss: 1.649315 eta: 9:07:47 batch_cost: 1.0043 data_cost: 0.0004 ips: 47.7945 images/s [03/14 02:14:51] ppdet.engine INFO: Epoch: [244] [600/610] learning_rate: 0.019433 loss_vfl: 0.792392 loss_bbox: 0.355560 loss_dfl: 0.372300 loss: 1.530131 eta: 9:07:26 batch_cost: 0.8691 data_cost: 0.0005 ips: 55.2302 images/s [03/14 02:15:09] ppdet.engine INFO: Epoch: [245] [ 0/610] learning_rate: 0.019421 loss_vfl: 0.784739 loss_bbox: 0.350724 loss_dfl: 0.373547 loss: 1.506651 eta: 9:07:18 batch_cost: 1.1084 data_cost: 0.4364 ips: 43.3059 images/s [03/14 02:15:37] ppdet.engine INFO: Epoch: [245] [ 20/610] learning_rate: 0.019399 loss_vfl: 0.786367 loss_bbox: 0.347608 loss_dfl: 0.375921 loss: 1.522277 eta: 9:06:59 batch_cost: 1.2918 data_cost: 0.1512 ips: 37.1570 images/s [03/14 02:16:00] ppdet.engine INFO: Epoch: [245] [ 40/610] learning_rate: 0.019376 loss_vfl: 0.843209 loss_bbox: 0.382041 loss_dfl: 0.400306 loss: 1.633984 eta: 9:06:40 batch_cost: 1.0265 data_cost: 0.0004 ips: 46.7587 images/s [03/14 02:16:21] ppdet.engine INFO: Epoch: [245] [ 60/610] learning_rate: 0.019354 loss_vfl: 0.772604 loss_bbox: 0.342886 loss_dfl: 0.372611 loss: 1.480266 eta: 9:06:20 batch_cost: 0.9473 data_cost: 0.0004 ips: 50.6679 images/s [03/14 02:16:44] ppdet.engine INFO: Epoch: [245] [ 80/610] learning_rate: 0.019331 loss_vfl: 0.789701 loss_bbox: 0.361176 loss_dfl: 0.372761 loss: 1.519702 eta: 9:06:01 batch_cost: 1.0407 data_cost: 0.0005 ips: 46.1235 images/s [03/14 02:17:05] ppdet.engine INFO: Epoch: [245] [100/610] learning_rate: 0.019309 loss_vfl: 0.815377 loss_bbox: 0.388167 loss_dfl: 0.390919 loss: 1.578462 eta: 9:05:41 batch_cost: 0.9097 data_cost: 0.0004 ips: 52.7657 images/s [03/14 02:17:27] ppdet.engine INFO: Epoch: [245] [120/610] learning_rate: 0.019287 loss_vfl: 0.785880 loss_bbox: 0.352845 loss_dfl: 0.377830 loss: 1.518883 eta: 9:05:22 batch_cost: 1.0057 data_cost: 0.0010 ips: 47.7270 images/s [03/14 02:17:50] ppdet.engine INFO: Epoch: [245] [140/610] learning_rate: 0.019264 loss_vfl: 0.794976 loss_bbox: 0.351625 loss_dfl: 0.368112 loss: 1.518619 eta: 9:05:02 batch_cost: 1.0056 data_cost: 0.0004 ips: 47.7313 images/s [03/14 02:18:11] ppdet.engine INFO: Epoch: [245] [160/610] learning_rate: 0.019242 loss_vfl: 0.778438 loss_bbox: 0.344111 loss_dfl: 0.369276 loss: 1.513202 eta: 9:04:42 batch_cost: 0.9331 data_cost: 0.0004 ips: 51.4431 images/s [03/14 02:18:34] ppdet.engine INFO: Epoch: [245] [180/610] learning_rate: 0.019219 loss_vfl: 0.742488 loss_bbox: 0.347477 loss_dfl: 0.360673 loss: 1.420659 eta: 9:04:23 batch_cost: 1.0587 data_cost: 0.0089 ips: 45.3380 images/s [03/14 02:18:55] ppdet.engine INFO: Epoch: [245] [200/610] learning_rate: 0.019197 loss_vfl: 0.805054 loss_bbox: 0.365609 loss_dfl: 0.377554 loss: 1.535507 eta: 9:04:04 batch_cost: 0.9731 data_cost: 0.0005 ips: 49.3268 images/s [03/14 02:19:17] ppdet.engine INFO: Epoch: [245] [220/610] learning_rate: 0.019175 loss_vfl: 0.827608 loss_bbox: 0.372715 loss_dfl: 0.394392 loss: 1.586518 eta: 9:03:44 batch_cost: 0.9841 data_cost: 0.0009 ips: 48.7770 images/s [03/14 02:19:39] ppdet.engine INFO: Epoch: [245] [240/610] learning_rate: 0.019152 loss_vfl: 0.822132 loss_bbox: 0.346017 loss_dfl: 0.371620 loss: 1.556254 eta: 9:03:24 batch_cost: 0.9892 data_cost: 0.0004 ips: 48.5261 images/s [03/14 02:20:00] ppdet.engine INFO: Epoch: [245] [260/610] learning_rate: 0.019130 loss_vfl: 0.812965 loss_bbox: 0.364122 loss_dfl: 0.385076 loss: 1.578366 eta: 9:03:04 batch_cost: 0.8720 data_cost: 0.0004 ips: 55.0463 images/s [03/14 02:20:22] ppdet.engine INFO: Epoch: [245] [280/610] learning_rate: 0.019107 loss_vfl: 0.755911 loss_bbox: 0.343548 loss_dfl: 0.365967 loss: 1.475995 eta: 9:02:45 batch_cost: 1.0044 data_cost: 0.0008 ips: 47.7883 images/s [03/14 02:20:43] ppdet.engine INFO: Epoch: [245] [300/610] learning_rate: 0.019085 loss_vfl: 0.826881 loss_bbox: 0.377328 loss_dfl: 0.386176 loss: 1.580336 eta: 9:02:25 batch_cost: 0.9664 data_cost: 0.0022 ips: 49.6710 images/s [03/14 02:21:04] ppdet.engine INFO: Epoch: [245] [320/610] learning_rate: 0.019063 loss_vfl: 0.781136 loss_bbox: 0.349616 loss_dfl: 0.377165 loss: 1.495614 eta: 9:02:05 batch_cost: 0.8898 data_cost: 0.0016 ips: 53.9433 images/s [03/14 02:21:26] ppdet.engine INFO: Epoch: [245] [340/610] learning_rate: 0.019040 loss_vfl: 0.789288 loss_bbox: 0.368791 loss_dfl: 0.387469 loss: 1.534566 eta: 9:01:46 batch_cost: 0.9981 data_cost: 0.0011 ips: 48.0937 images/s [03/14 02:21:47] ppdet.engine INFO: Epoch: [245] [360/610] learning_rate: 0.019018 loss_vfl: 0.784376 loss_bbox: 0.345591 loss_dfl: 0.361455 loss: 1.490438 eta: 9:01:26 batch_cost: 0.9393 data_cost: 0.0004 ips: 51.1024 images/s [03/14 02:22:09] ppdet.engine INFO: Epoch: [245] [380/610] learning_rate: 0.018996 loss_vfl: 0.732137 loss_bbox: 0.314838 loss_dfl: 0.347716 loss: 1.388332 eta: 9:01:07 batch_cost: 0.9821 data_cost: 0.0010 ips: 48.8761 images/s [03/14 02:22:31] ppdet.engine INFO: Epoch: [245] [400/610] learning_rate: 0.018974 loss_vfl: 0.817536 loss_bbox: 0.373146 loss_dfl: 0.382817 loss: 1.572452 eta: 9:00:47 batch_cost: 0.9652 data_cost: 0.0058 ips: 49.7301 images/s [03/14 02:22:51] ppdet.engine INFO: Epoch: [245] [420/610] learning_rate: 0.018951 loss_vfl: 0.830841 loss_bbox: 0.371108 loss_dfl: 0.397100 loss: 1.611643 eta: 9:00:27 batch_cost: 0.8575 data_cost: 0.0004 ips: 55.9760 images/s [03/14 02:23:12] ppdet.engine INFO: Epoch: [245] [440/610] learning_rate: 0.018929 loss_vfl: 0.794933 loss_bbox: 0.350809 loss_dfl: 0.375225 loss: 1.551137 eta: 9:00:07 batch_cost: 0.9191 data_cost: 0.0007 ips: 52.2255 images/s [03/14 02:23:33] ppdet.engine INFO: Epoch: [245] [460/610] learning_rate: 0.018907 loss_vfl: 0.786995 loss_bbox: 0.345598 loss_dfl: 0.368484 loss: 1.522271 eta: 8:59:47 batch_cost: 0.9712 data_cost: 0.0122 ips: 49.4247 images/s [03/14 02:23:55] ppdet.engine INFO: Epoch: [245] [480/610] learning_rate: 0.018885 loss_vfl: 0.876249 loss_bbox: 0.383207 loss_dfl: 0.394998 loss: 1.641861 eta: 8:59:28 batch_cost: 1.0359 data_cost: 0.0004 ips: 46.3344 images/s [03/14 02:24:19] ppdet.engine INFO: Epoch: [245] [500/610] learning_rate: 0.018862 loss_vfl: 0.792149 loss_bbox: 0.355446 loss_dfl: 0.376764 loss: 1.523937 eta: 8:59:09 batch_cost: 1.0424 data_cost: 0.0004 ips: 46.0490 images/s [03/14 02:24:41] ppdet.engine INFO: Epoch: [245] [520/610] learning_rate: 0.018840 loss_vfl: 0.771431 loss_bbox: 0.340627 loss_dfl: 0.356946 loss: 1.451956 eta: 8:58:49 batch_cost: 0.9624 data_cost: 0.0004 ips: 49.8730 images/s [03/14 02:25:03] ppdet.engine INFO: Epoch: [245] [540/610] learning_rate: 0.018818 loss_vfl: 0.802565 loss_bbox: 0.350841 loss_dfl: 0.378287 loss: 1.526218 eta: 8:58:30 batch_cost: 1.0168 data_cost: 0.0009 ips: 47.2064 images/s [03/14 02:25:25] ppdet.engine INFO: Epoch: [245] [560/610] learning_rate: 0.018796 loss_vfl: 0.781583 loss_bbox: 0.376494 loss_dfl: 0.372143 loss: 1.497925 eta: 8:58:10 batch_cost: 0.9436 data_cost: 0.0004 ips: 50.8693 images/s [03/14 02:25:47] ppdet.engine INFO: Epoch: [245] [580/610] learning_rate: 0.018774 loss_vfl: 0.782461 loss_bbox: 0.358829 loss_dfl: 0.374888 loss: 1.513235 eta: 8:57:50 batch_cost: 0.9487 data_cost: 0.0022 ips: 50.5975 images/s [03/14 02:26:08] ppdet.engine INFO: Epoch: [245] [600/610] learning_rate: 0.018751 loss_vfl: 0.823214 loss_bbox: 0.377618 loss_dfl: 0.401511 loss: 1.586123 eta: 8:57:30 batch_cost: 0.9197 data_cost: 0.0005 ips: 52.1912 images/s [03/14 02:26:29] ppdet.engine INFO: Epoch: [246] [ 0/610] learning_rate: 0.018740 loss_vfl: 0.799716 loss_bbox: 0.350294 loss_dfl: 0.366299 loss: 1.518399 eta: 8:57:22 batch_cost: 1.2889 data_cost: 0.5648 ips: 37.2402 images/s [03/14 02:26:55] ppdet.engine INFO: Epoch: [246] [ 20/610] learning_rate: 0.018718 loss_vfl: 0.808938 loss_bbox: 0.364495 loss_dfl: 0.392568 loss: 1.550874 eta: 8:57:04 batch_cost: 1.2188 data_cost: 0.0004 ips: 39.3845 images/s [03/14 02:27:20] ppdet.engine INFO: Epoch: [246] [ 40/610] learning_rate: 0.018696 loss_vfl: 0.782522 loss_bbox: 0.345354 loss_dfl: 0.376143 loss: 1.499892 eta: 8:56:45 batch_cost: 1.0979 data_cost: 0.0004 ips: 43.7197 images/s [03/14 02:27:41] ppdet.engine INFO: Epoch: [246] [ 60/610] learning_rate: 0.018674 loss_vfl: 0.816134 loss_bbox: 0.359523 loss_dfl: 0.379223 loss: 1.569138 eta: 8:56:25 batch_cost: 0.9545 data_cost: 0.0014 ips: 50.2889 images/s [03/14 02:28:03] ppdet.engine INFO: Epoch: [246] [ 80/610] learning_rate: 0.018652 loss_vfl: 0.781797 loss_bbox: 0.336735 loss_dfl: 0.365493 loss: 1.481326 eta: 8:56:05 batch_cost: 0.9475 data_cost: 0.0005 ips: 50.6580 images/s [03/14 02:28:24] ppdet.engine INFO: Epoch: [246] [100/610] learning_rate: 0.018630 loss_vfl: 0.858816 loss_bbox: 0.389531 loss_dfl: 0.396502 loss: 1.654523 eta: 8:55:46 batch_cost: 0.9531 data_cost: 0.0004 ips: 50.3611 images/s [03/14 02:28:45] ppdet.engine INFO: Epoch: [246] [120/610] learning_rate: 0.018608 loss_vfl: 0.814641 loss_bbox: 0.381621 loss_dfl: 0.402230 loss: 1.602910 eta: 8:55:26 batch_cost: 0.9719 data_cost: 0.0004 ips: 49.3879 images/s [03/14 02:29:08] ppdet.engine INFO: Epoch: [246] [140/610] learning_rate: 0.018586 loss_vfl: 0.804412 loss_bbox: 0.378798 loss_dfl: 0.396872 loss: 1.593904 eta: 8:55:07 batch_cost: 1.0204 data_cost: 0.0004 ips: 47.0412 images/s [03/14 02:29:29] ppdet.engine INFO: Epoch: [246] [160/610] learning_rate: 0.018564 loss_vfl: 0.784372 loss_bbox: 0.348854 loss_dfl: 0.371648 loss: 1.502347 eta: 8:54:47 batch_cost: 0.8897 data_cost: 0.0004 ips: 53.9505 images/s [03/14 02:29:50] ppdet.engine INFO: Epoch: [246] [180/610] learning_rate: 0.018542 loss_vfl: 0.828128 loss_bbox: 0.381670 loss_dfl: 0.394517 loss: 1.602704 eta: 8:54:27 batch_cost: 0.9602 data_cost: 0.0005 ips: 49.9897 images/s [03/14 02:30:12] ppdet.engine INFO: Epoch: [246] [200/610] learning_rate: 0.018520 loss_vfl: 0.800509 loss_bbox: 0.354945 loss_dfl: 0.370669 loss: 1.539750 eta: 8:54:08 batch_cost: 1.0093 data_cost: 0.0004 ips: 47.5592 images/s [03/14 02:30:34] ppdet.engine INFO: Epoch: [246] [220/610] learning_rate: 0.018498 loss_vfl: 0.803935 loss_bbox: 0.370149 loss_dfl: 0.386256 loss: 1.558282 eta: 8:53:48 batch_cost: 0.9431 data_cost: 0.0005 ips: 50.8950 images/s [03/14 02:30:55] ppdet.engine INFO: Epoch: [246] [240/610] learning_rate: 0.018476 loss_vfl: 0.825103 loss_bbox: 0.372832 loss_dfl: 0.386255 loss: 1.585220 eta: 8:53:28 batch_cost: 0.9339 data_cost: 0.0011 ips: 51.3993 images/s [03/14 02:31:17] ppdet.engine INFO: Epoch: [246] [260/610] learning_rate: 0.018454 loss_vfl: 0.793780 loss_bbox: 0.353851 loss_dfl: 0.370068 loss: 1.504379 eta: 8:53:08 batch_cost: 0.9394 data_cost: 0.0004 ips: 51.0951 images/s [03/14 02:31:38] ppdet.engine INFO: Epoch: [246] [280/610] learning_rate: 0.018432 loss_vfl: 0.808717 loss_bbox: 0.342059 loss_dfl: 0.368710 loss: 1.503819 eta: 8:52:48 batch_cost: 0.9081 data_cost: 0.0004 ips: 52.8597 images/s [03/14 02:32:00] ppdet.engine INFO: Epoch: [246] [300/610] learning_rate: 0.018410 loss_vfl: 0.830183 loss_bbox: 0.382395 loss_dfl: 0.397255 loss: 1.593748 eta: 8:52:29 batch_cost: 1.0197 data_cost: 0.0004 ips: 47.0706 images/s [03/14 02:32:22] ppdet.engine INFO: Epoch: [246] [320/610] learning_rate: 0.018388 loss_vfl: 0.765629 loss_bbox: 0.349331 loss_dfl: 0.370548 loss: 1.482876 eta: 8:52:10 batch_cost: 1.0063 data_cost: 0.0004 ips: 47.6973 images/s [03/14 02:32:43] ppdet.engine INFO: Epoch: [246] [340/610] learning_rate: 0.018366 loss_vfl: 0.800772 loss_bbox: 0.386183 loss_dfl: 0.386499 loss: 1.581797 eta: 8:51:50 batch_cost: 0.9566 data_cost: 0.0004 ips: 50.1751 images/s [03/14 02:33:05] ppdet.engine INFO: Epoch: [246] [360/610] learning_rate: 0.018344 loss_vfl: 0.823279 loss_bbox: 0.359228 loss_dfl: 0.379300 loss: 1.535998 eta: 8:51:30 batch_cost: 0.9001 data_cost: 0.0004 ips: 53.3253 images/s [03/14 02:33:27] ppdet.engine INFO: Epoch: [246] [380/610] learning_rate: 0.018322 loss_vfl: 0.816983 loss_bbox: 0.361557 loss_dfl: 0.385720 loss: 1.564260 eta: 8:51:10 batch_cost: 0.9939 data_cost: 0.0013 ips: 48.2962 images/s [03/14 02:33:49] ppdet.engine INFO: Epoch: [246] [400/610] learning_rate: 0.018300 loss_vfl: 0.790433 loss_bbox: 0.368567 loss_dfl: 0.373879 loss: 1.540386 eta: 8:50:51 batch_cost: 1.0080 data_cost: 0.0004 ips: 47.6183 images/s [03/14 02:34:11] ppdet.engine INFO: Epoch: [246] [420/610] learning_rate: 0.018278 loss_vfl: 0.768083 loss_bbox: 0.326930 loss_dfl: 0.353974 loss: 1.432332 eta: 8:50:31 batch_cost: 0.9260 data_cost: 0.0004 ips: 51.8350 images/s [03/14 02:34:33] ppdet.engine INFO: Epoch: [246] [440/610] learning_rate: 0.018256 loss_vfl: 0.826575 loss_bbox: 0.371609 loss_dfl: 0.396541 loss: 1.596611 eta: 8:50:12 batch_cost: 1.0275 data_cost: 0.0004 ips: 46.7145 images/s [03/14 02:34:54] ppdet.engine INFO: Epoch: [246] [460/610] learning_rate: 0.018234 loss_vfl: 0.798858 loss_bbox: 0.375555 loss_dfl: 0.381045 loss: 1.530466 eta: 8:49:52 batch_cost: 0.9943 data_cost: 0.0010 ips: 48.2743 images/s [03/14 02:35:17] ppdet.engine INFO: Epoch: [246] [480/610] learning_rate: 0.018212 loss_vfl: 0.782139 loss_bbox: 0.370303 loss_dfl: 0.362303 loss: 1.513178 eta: 8:49:33 batch_cost: 1.0122 data_cost: 0.0015 ips: 47.4192 images/s [03/14 02:35:39] ppdet.engine INFO: Epoch: [246] [500/610] learning_rate: 0.018191 loss_vfl: 0.797194 loss_bbox: 0.365161 loss_dfl: 0.382241 loss: 1.547470 eta: 8:49:13 batch_cost: 0.9264 data_cost: 0.0004 ips: 51.8125 images/s [03/14 02:36:00] ppdet.engine INFO: Epoch: [246] [520/610] learning_rate: 0.018169 loss_vfl: 0.787397 loss_bbox: 0.350298 loss_dfl: 0.369943 loss: 1.511613 eta: 8:48:53 batch_cost: 0.9541 data_cost: 0.0004 ips: 50.3090 images/s [03/14 02:36:21] ppdet.engine INFO: Epoch: [246] [540/610] learning_rate: 0.018147 loss_vfl: 0.795545 loss_bbox: 0.368259 loss_dfl: 0.380913 loss: 1.578954 eta: 8:48:34 batch_cost: 0.9772 data_cost: 0.0004 ips: 49.1214 images/s [03/14 02:36:43] ppdet.engine INFO: Epoch: [246] [560/610] learning_rate: 0.018125 loss_vfl: 0.818294 loss_bbox: 0.376021 loss_dfl: 0.391986 loss: 1.584465 eta: 8:48:14 batch_cost: 0.9061 data_cost: 0.0004 ips: 52.9736 images/s [03/14 02:37:05] ppdet.engine INFO: Epoch: [246] [580/610] learning_rate: 0.018103 loss_vfl: 0.854237 loss_bbox: 0.384251 loss_dfl: 0.410394 loss: 1.671005 eta: 8:47:55 batch_cost: 1.0403 data_cost: 0.0004 ips: 46.1397 images/s [03/14 02:37:27] ppdet.engine INFO: Epoch: [246] [600/610] learning_rate: 0.018081 loss_vfl: 0.795259 loss_bbox: 0.358789 loss_dfl: 0.378102 loss: 1.524668 eta: 8:47:35 batch_cost: 0.9813 data_cost: 0.0006 ips: 48.9146 images/s [03/14 02:37:50] ppdet.engine INFO: Epoch: [247] [ 0/610] learning_rate: 0.018071 loss_vfl: 0.821395 loss_bbox: 0.375776 loss_dfl: 0.388092 loss: 1.588573 eta: 8:47:27 batch_cost: 1.3655 data_cost: 0.6193 ips: 35.1519 images/s [03/14 02:38:13] ppdet.engine INFO: Epoch: [247] [ 20/610] learning_rate: 0.018049 loss_vfl: 0.790124 loss_bbox: 0.365563 loss_dfl: 0.384508 loss: 1.559622 eta: 8:47:08 batch_cost: 1.0669 data_cost: 0.0004 ips: 44.9907 images/s [03/14 02:38:36] ppdet.engine INFO: Epoch: [247] [ 40/610] learning_rate: 0.018027 loss_vfl: 0.797167 loss_bbox: 0.357984 loss_dfl: 0.376819 loss: 1.538210 eta: 8:46:48 batch_cost: 0.9896 data_cost: 0.0004 ips: 48.5046 images/s [03/14 02:38:58] ppdet.engine INFO: Epoch: [247] [ 60/610] learning_rate: 0.018005 loss_vfl: 0.750601 loss_bbox: 0.353487 loss_dfl: 0.353450 loss: 1.472229 eta: 8:46:29 batch_cost: 0.9398 data_cost: 0.0004 ips: 51.0720 images/s [03/14 02:39:19] ppdet.engine INFO: Epoch: [247] [ 80/610] learning_rate: 0.017984 loss_vfl: 0.800691 loss_bbox: 0.361724 loss_dfl: 0.371486 loss: 1.527850 eta: 8:46:09 batch_cost: 0.8937 data_cost: 0.0005 ips: 53.7092 images/s [03/14 02:39:41] ppdet.engine INFO: Epoch: [247] [100/610] learning_rate: 0.017962 loss_vfl: 0.843899 loss_bbox: 0.386493 loss_dfl: 0.408178 loss: 1.588706 eta: 8:45:49 batch_cost: 0.9393 data_cost: 0.0004 ips: 51.1043 images/s [03/14 02:40:02] ppdet.engine INFO: Epoch: [247] [120/610] learning_rate: 0.017940 loss_vfl: 0.827808 loss_bbox: 0.379967 loss_dfl: 0.394628 loss: 1.625898 eta: 8:45:29 batch_cost: 0.9390 data_cost: 0.0004 ips: 51.1193 images/s [03/14 02:40:24] ppdet.engine INFO: Epoch: [247] [140/610] learning_rate: 0.017918 loss_vfl: 0.802355 loss_bbox: 0.357744 loss_dfl: 0.377262 loss: 1.510807 eta: 8:45:10 batch_cost: 0.9795 data_cost: 0.0004 ips: 49.0053 images/s [03/14 02:40:46] ppdet.engine INFO: Epoch: [247] [160/610] learning_rate: 0.017897 loss_vfl: 0.852226 loss_bbox: 0.377257 loss_dfl: 0.398499 loss: 1.631057 eta: 8:44:50 batch_cost: 1.0209 data_cost: 0.0006 ips: 47.0175 images/s [03/14 02:41:08] ppdet.engine INFO: Epoch: [247] [180/610] learning_rate: 0.017875 loss_vfl: 0.792318 loss_bbox: 0.359196 loss_dfl: 0.372250 loss: 1.515262 eta: 8:44:30 batch_cost: 0.9341 data_cost: 0.0004 ips: 51.3864 images/s [03/14 02:41:30] ppdet.engine INFO: Epoch: [247] [200/610] learning_rate: 0.017853 loss_vfl: 0.813418 loss_bbox: 0.358049 loss_dfl: 0.380902 loss: 1.551611 eta: 8:44:11 batch_cost: 0.9895 data_cost: 0.0004 ips: 48.5111 images/s [03/14 02:41:52] ppdet.engine INFO: Epoch: [247] [220/610] learning_rate: 0.017832 loss_vfl: 0.788118 loss_bbox: 0.347394 loss_dfl: 0.368981 loss: 1.520913 eta: 8:43:51 batch_cost: 0.9050 data_cost: 0.0004 ips: 53.0384 images/s [03/14 02:42:14] ppdet.engine INFO: Epoch: [247] [240/610] learning_rate: 0.017810 loss_vfl: 0.808009 loss_bbox: 0.371696 loss_dfl: 0.388053 loss: 1.577649 eta: 8:43:31 batch_cost: 0.9898 data_cost: 0.0004 ips: 48.4965 images/s [03/14 02:42:35] ppdet.engine INFO: Epoch: [247] [260/610] learning_rate: 0.017788 loss_vfl: 0.752382 loss_bbox: 0.335050 loss_dfl: 0.359820 loss: 1.447956 eta: 8:43:12 batch_cost: 0.9156 data_cost: 0.0004 ips: 52.4255 images/s [03/14 02:42:56] ppdet.engine INFO: Epoch: [247] [280/610] learning_rate: 0.017767 loss_vfl: 0.764783 loss_bbox: 0.349657 loss_dfl: 0.365121 loss: 1.462102 eta: 8:42:52 batch_cost: 0.9516 data_cost: 0.0004 ips: 50.4432 images/s [03/14 02:43:19] ppdet.engine INFO: Epoch: [247] [300/610] learning_rate: 0.017745 loss_vfl: 0.806816 loss_bbox: 0.364733 loss_dfl: 0.381314 loss: 1.569488 eta: 8:42:32 batch_cost: 0.9634 data_cost: 0.0004 ips: 49.8246 images/s [03/14 02:43:41] ppdet.engine INFO: Epoch: [247] [320/610] learning_rate: 0.017724 loss_vfl: 0.865269 loss_bbox: 0.400609 loss_dfl: 0.412378 loss: 1.678788 eta: 8:42:13 batch_cost: 0.9529 data_cost: 0.0004 ips: 50.3724 images/s [03/14 02:44:03] ppdet.engine INFO: Epoch: [247] [340/610] learning_rate: 0.017702 loss_vfl: 0.808425 loss_bbox: 0.369896 loss_dfl: 0.392857 loss: 1.574335 eta: 8:41:53 batch_cost: 0.9128 data_cost: 0.0004 ips: 52.5830 images/s [03/14 02:44:24] ppdet.engine INFO: Epoch: [247] [360/610] learning_rate: 0.017680 loss_vfl: 0.859761 loss_bbox: 0.381568 loss_dfl: 0.401577 loss: 1.636835 eta: 8:41:33 batch_cost: 0.9319 data_cost: 0.0007 ips: 51.5058 images/s [03/14 02:44:46] ppdet.engine INFO: Epoch: [247] [380/610] learning_rate: 0.017659 loss_vfl: 0.808908 loss_bbox: 0.380800 loss_dfl: 0.389995 loss: 1.595704 eta: 8:41:13 batch_cost: 0.9848 data_cost: 0.0004 ips: 48.7386 images/s [03/14 02:45:09] ppdet.engine INFO: Epoch: [247] [400/610] learning_rate: 0.017637 loss_vfl: 0.786794 loss_bbox: 0.346000 loss_dfl: 0.356052 loss: 1.490245 eta: 8:40:54 batch_cost: 1.0179 data_cost: 0.0006 ips: 47.1555 images/s [03/14 02:45:30] ppdet.engine INFO: Epoch: [247] [420/610] learning_rate: 0.017616 loss_vfl: 0.818769 loss_bbox: 0.392463 loss_dfl: 0.400092 loss: 1.617463 eta: 8:40:34 batch_cost: 0.9297 data_cost: 0.0004 ips: 51.6317 images/s [03/14 02:45:52] ppdet.engine INFO: Epoch: [247] [440/610] learning_rate: 0.017594 loss_vfl: 0.841330 loss_bbox: 0.378646 loss_dfl: 0.392978 loss: 1.621939 eta: 8:40:14 batch_cost: 0.9384 data_cost: 0.0004 ips: 51.1524 images/s [03/14 02:46:14] ppdet.engine INFO: Epoch: [247] [460/610] learning_rate: 0.017573 loss_vfl: 0.786011 loss_bbox: 0.351198 loss_dfl: 0.383345 loss: 1.519876 eta: 8:39:55 batch_cost: 0.9400 data_cost: 0.0011 ips: 51.0619 images/s [03/14 02:46:35] ppdet.engine INFO: Epoch: [247] [480/610] learning_rate: 0.017551 loss_vfl: 0.805365 loss_bbox: 0.372960 loss_dfl: 0.381225 loss: 1.560930 eta: 8:39:35 batch_cost: 0.9308 data_cost: 0.0004 ips: 51.5658 images/s [03/14 02:46:58] ppdet.engine INFO: Epoch: [247] [500/610] learning_rate: 0.017530 loss_vfl: 0.827061 loss_bbox: 0.368741 loss_dfl: 0.396241 loss: 1.593992 eta: 8:39:16 batch_cost: 1.0295 data_cost: 0.0004 ips: 46.6259 images/s [03/14 02:47:20] ppdet.engine INFO: Epoch: [247] [520/610] learning_rate: 0.017508 loss_vfl: 0.783676 loss_bbox: 0.357261 loss_dfl: 0.370357 loss: 1.510393 eta: 8:38:56 batch_cost: 1.0139 data_cost: 0.0011 ips: 47.3438 images/s [03/14 02:47:41] ppdet.engine INFO: Epoch: [247] [540/610] learning_rate: 0.017487 loss_vfl: 0.831146 loss_bbox: 0.381866 loss_dfl: 0.403137 loss: 1.612038 eta: 8:38:36 batch_cost: 0.8902 data_cost: 0.0005 ips: 53.9184 images/s [03/14 02:48:03] ppdet.engine INFO: Epoch: [247] [560/610] learning_rate: 0.017465 loss_vfl: 0.793135 loss_bbox: 0.369177 loss_dfl: 0.374096 loss: 1.546161 eta: 8:38:17 batch_cost: 1.0311 data_cost: 0.0004 ips: 46.5511 images/s [03/14 02:48:24] ppdet.engine INFO: Epoch: [247] [580/610] learning_rate: 0.017444 loss_vfl: 0.783192 loss_bbox: 0.361919 loss_dfl: 0.372650 loss: 1.519382 eta: 8:37:57 batch_cost: 0.9374 data_cost: 0.0005 ips: 51.2037 images/s [03/14 02:48:46] ppdet.engine INFO: Epoch: [247] [600/610] learning_rate: 0.017423 loss_vfl: 0.749560 loss_bbox: 0.341319 loss_dfl: 0.352241 loss: 1.418662 eta: 8:37:38 batch_cost: 0.9789 data_cost: 0.0063 ips: 49.0366 images/s [03/14 02:49:07] ppdet.engine INFO: Epoch: [248] [ 0/610] learning_rate: 0.017412 loss_vfl: 0.791461 loss_bbox: 0.345028 loss_dfl: 0.373032 loss: 1.506247 eta: 8:37:29 batch_cost: 1.2869 data_cost: 0.4819 ips: 37.2976 images/s [03/14 02:49:30] ppdet.engine INFO: Epoch: [248] [ 20/610] learning_rate: 0.017391 loss_vfl: 0.793384 loss_bbox: 0.363319 loss_dfl: 0.383148 loss: 1.530747 eta: 8:37:10 batch_cost: 1.1054 data_cost: 0.0004 ips: 43.4222 images/s [03/14 02:49:52] ppdet.engine INFO: Epoch: [248] [ 40/610] learning_rate: 0.017369 loss_vfl: 0.775744 loss_bbox: 0.361563 loss_dfl: 0.371689 loss: 1.511531 eta: 8:36:51 batch_cost: 0.9609 data_cost: 0.0004 ips: 49.9533 images/s [03/14 02:50:13] ppdet.engine INFO: Epoch: [248] [ 60/610] learning_rate: 0.017348 loss_vfl: 0.806219 loss_bbox: 0.368583 loss_dfl: 0.392860 loss: 1.563063 eta: 8:36:31 batch_cost: 0.9443 data_cost: 0.0004 ips: 50.8306 images/s [03/14 02:50:35] ppdet.engine INFO: Epoch: [248] [ 80/610] learning_rate: 0.017326 loss_vfl: 0.763717 loss_bbox: 0.346930 loss_dfl: 0.362097 loss: 1.485860 eta: 8:36:11 batch_cost: 1.0064 data_cost: 0.0004 ips: 47.6926 images/s [03/14 02:50:58] ppdet.engine INFO: Epoch: [248] [100/610] learning_rate: 0.017305 loss_vfl: 0.766946 loss_bbox: 0.360792 loss_dfl: 0.383655 loss: 1.502590 eta: 8:35:52 batch_cost: 1.0894 data_cost: 0.0004 ips: 44.0617 images/s [03/14 02:51:20] ppdet.engine INFO: Epoch: [248] [120/610] learning_rate: 0.017284 loss_vfl: 0.815856 loss_bbox: 0.370264 loss_dfl: 0.374169 loss: 1.538463 eta: 8:35:33 batch_cost: 0.9676 data_cost: 0.0004 ips: 49.6058 images/s [03/14 02:51:42] ppdet.engine INFO: Epoch: [248] [140/610] learning_rate: 0.017262 loss_vfl: 0.810173 loss_bbox: 0.367793 loss_dfl: 0.385923 loss: 1.566609 eta: 8:35:13 batch_cost: 0.9288 data_cost: 0.0004 ips: 51.6818 images/s [03/14 02:52:03] ppdet.engine INFO: Epoch: [248] [160/610] learning_rate: 0.017241 loss_vfl: 0.772025 loss_bbox: 0.356562 loss_dfl: 0.367157 loss: 1.496907 eta: 8:34:53 batch_cost: 0.9263 data_cost: 0.0004 ips: 51.8197 images/s [03/14 02:52:24] ppdet.engine INFO: Epoch: [248] [180/610] learning_rate: 0.017220 loss_vfl: 0.812512 loss_bbox: 0.371053 loss_dfl: 0.392325 loss: 1.569036 eta: 8:34:33 batch_cost: 0.9426 data_cost: 0.0005 ips: 50.9229 images/s [03/14 02:52:47] ppdet.engine INFO: Epoch: [248] [200/610] learning_rate: 0.017198 loss_vfl: 0.815703 loss_bbox: 0.377933 loss_dfl: 0.387060 loss: 1.585625 eta: 8:34:14 batch_cost: 1.0136 data_cost: 0.0004 ips: 47.3560 images/s [03/14 02:53:09] ppdet.engine INFO: Epoch: [248] [220/610] learning_rate: 0.017177 loss_vfl: 0.792709 loss_bbox: 0.343404 loss_dfl: 0.370761 loss: 1.507921 eta: 8:33:54 batch_cost: 1.0245 data_cost: 0.0103 ips: 46.8518 images/s [03/14 02:53:31] ppdet.engine INFO: Epoch: [248] [240/610] learning_rate: 0.017156 loss_vfl: 0.787596 loss_bbox: 0.359863 loss_dfl: 0.392134 loss: 1.542725 eta: 8:33:35 batch_cost: 1.0119 data_cost: 0.0004 ips: 47.4352 images/s [03/14 02:53:53] ppdet.engine INFO: Epoch: [248] [260/610] learning_rate: 0.017135 loss_vfl: 0.785641 loss_bbox: 0.360697 loss_dfl: 0.373332 loss: 1.517685 eta: 8:33:16 batch_cost: 0.9965 data_cost: 0.0010 ips: 48.1669 images/s [03/14 02:54:15] ppdet.engine INFO: Epoch: [248] [280/610] learning_rate: 0.017113 loss_vfl: 0.810739 loss_bbox: 0.368736 loss_dfl: 0.382998 loss: 1.575307 eta: 8:32:56 batch_cost: 0.9583 data_cost: 0.0004 ips: 50.0897 images/s [03/14 02:54:36] ppdet.engine INFO: Epoch: [248] [300/610] learning_rate: 0.017092 loss_vfl: 0.806166 loss_bbox: 0.371432 loss_dfl: 0.385070 loss: 1.569150 eta: 8:32:36 batch_cost: 0.8887 data_cost: 0.0005 ips: 54.0108 images/s [03/14 02:54:58] ppdet.engine INFO: Epoch: [248] [320/610] learning_rate: 0.017071 loss_vfl: 0.805834 loss_bbox: 0.366787 loss_dfl: 0.379509 loss: 1.558220 eta: 8:32:16 batch_cost: 0.9707 data_cost: 0.0004 ips: 49.4478 images/s [03/14 02:55:19] ppdet.engine INFO: Epoch: [248] [340/610] learning_rate: 0.017050 loss_vfl: 0.766177 loss_bbox: 0.333562 loss_dfl: 0.357959 loss: 1.467159 eta: 8:31:57 batch_cost: 0.9306 data_cost: 0.0004 ips: 51.5780 images/s [03/14 02:55:41] ppdet.engine INFO: Epoch: [248] [360/610] learning_rate: 0.017029 loss_vfl: 0.793716 loss_bbox: 0.357275 loss_dfl: 0.384404 loss: 1.553646 eta: 8:31:37 batch_cost: 1.0400 data_cost: 0.0004 ips: 46.1547 images/s [03/14 02:56:03] ppdet.engine INFO: Epoch: [248] [380/610] learning_rate: 0.017007 loss_vfl: 0.833841 loss_bbox: 0.373230 loss_dfl: 0.399200 loss: 1.616526 eta: 8:31:18 batch_cost: 0.9924 data_cost: 0.0004 ips: 48.3697 images/s [03/14 02:56:24] ppdet.engine INFO: Epoch: [248] [400/610] learning_rate: 0.016986 loss_vfl: 0.798600 loss_bbox: 0.362435 loss_dfl: 0.383085 loss: 1.546893 eta: 8:30:58 batch_cost: 0.8960 data_cost: 0.0004 ips: 53.5734 images/s [03/14 02:56:46] ppdet.engine INFO: Epoch: [248] [420/610] learning_rate: 0.016965 loss_vfl: 0.757292 loss_bbox: 0.339166 loss_dfl: 0.363298 loss: 1.475326 eta: 8:30:38 batch_cost: 0.9547 data_cost: 0.0004 ips: 50.2775 images/s [03/14 02:57:08] ppdet.engine INFO: Epoch: [248] [440/610] learning_rate: 0.016944 loss_vfl: 0.752839 loss_bbox: 0.335669 loss_dfl: 0.357100 loss: 1.429951 eta: 8:30:19 batch_cost: 1.0015 data_cost: 0.0004 ips: 47.9297 images/s [03/14 02:57:30] ppdet.engine INFO: Epoch: [248] [460/610] learning_rate: 0.016923 loss_vfl: 0.818303 loss_bbox: 0.378270 loss_dfl: 0.393664 loss: 1.583087 eta: 8:29:59 batch_cost: 0.9060 data_cost: 0.0004 ips: 52.9819 images/s [03/14 02:57:52] ppdet.engine INFO: Epoch: [248] [480/610] learning_rate: 0.016902 loss_vfl: 0.788893 loss_bbox: 0.348525 loss_dfl: 0.377958 loss: 1.556407 eta: 8:29:39 batch_cost: 1.0014 data_cost: 0.0004 ips: 47.9316 images/s [03/14 02:58:13] ppdet.engine INFO: Epoch: [248] [500/610] learning_rate: 0.016880 loss_vfl: 0.803149 loss_bbox: 0.357866 loss_dfl: 0.385838 loss: 1.564666 eta: 8:29:19 batch_cost: 0.9239 data_cost: 0.0004 ips: 51.9552 images/s [03/14 02:58:34] ppdet.engine INFO: Epoch: [248] [520/610] learning_rate: 0.016859 loss_vfl: 0.791861 loss_bbox: 0.359819 loss_dfl: 0.377253 loss: 1.524757 eta: 8:29:00 batch_cost: 0.9367 data_cost: 0.0004 ips: 51.2430 images/s [03/14 02:58:56] ppdet.engine INFO: Epoch: [248] [540/610] learning_rate: 0.016838 loss_vfl: 0.814160 loss_bbox: 0.376243 loss_dfl: 0.394005 loss: 1.575277 eta: 8:28:40 batch_cost: 0.9752 data_cost: 0.0004 ips: 49.2214 images/s [03/14 02:59:18] ppdet.engine INFO: Epoch: [248] [560/610] learning_rate: 0.016817 loss_vfl: 0.807033 loss_bbox: 0.377395 loss_dfl: 0.386162 loss: 1.573416 eta: 8:28:20 batch_cost: 0.9681 data_cost: 0.0004 ips: 49.5797 images/s [03/14 02:59:39] ppdet.engine INFO: Epoch: [248] [580/610] learning_rate: 0.016796 loss_vfl: 0.774891 loss_bbox: 0.370426 loss_dfl: 0.384860 loss: 1.506538 eta: 8:28:01 batch_cost: 0.9203 data_cost: 0.0004 ips: 52.1592 images/s [03/14 03:00:00] ppdet.engine INFO: Epoch: [248] [600/610] learning_rate: 0.016775 loss_vfl: 0.769865 loss_bbox: 0.360268 loss_dfl: 0.382046 loss: 1.525942 eta: 8:27:40 batch_cost: 0.8241 data_cost: 0.0005 ips: 58.2436 images/s [03/14 03:00:21] ppdet.engine INFO: Epoch: [249] [ 0/610] learning_rate: 0.016765 loss_vfl: 0.771134 loss_bbox: 0.348953 loss_dfl: 0.375078 loss: 1.502126 eta: 8:27:32 batch_cost: 1.3056 data_cost: 0.3360 ips: 36.7657 images/s [03/14 03:00:46] ppdet.engine INFO: Epoch: [249] [ 20/610] learning_rate: 0.016744 loss_vfl: 0.748235 loss_bbox: 0.332684 loss_dfl: 0.359971 loss: 1.447090 eta: 8:27:13 batch_cost: 1.0452 data_cost: 0.0004 ips: 45.9249 images/s [03/14 03:01:09] ppdet.engine INFO: Epoch: [249] [ 40/610] learning_rate: 0.016723 loss_vfl: 0.768132 loss_bbox: 0.365978 loss_dfl: 0.365653 loss: 1.507073 eta: 8:26:54 batch_cost: 1.0840 data_cost: 0.0004 ips: 44.2790 images/s [03/14 03:01:30] ppdet.engine INFO: Epoch: [249] [ 60/610] learning_rate: 0.016702 loss_vfl: 0.775560 loss_bbox: 0.358308 loss_dfl: 0.368032 loss: 1.501594 eta: 8:26:34 batch_cost: 0.9296 data_cost: 0.0004 ips: 51.6325 images/s [03/14 03:01:52] ppdet.engine INFO: Epoch: [249] [ 80/610] learning_rate: 0.016681 loss_vfl: 0.840101 loss_bbox: 0.379394 loss_dfl: 0.394726 loss: 1.619518 eta: 8:26:14 batch_cost: 0.9598 data_cost: 0.0005 ips: 50.0084 images/s [03/14 03:02:14] ppdet.engine INFO: Epoch: [249] [100/610] learning_rate: 0.016660 loss_vfl: 0.839443 loss_bbox: 0.372034 loss_dfl: 0.399619 loss: 1.614900 eta: 8:25:55 batch_cost: 0.9524 data_cost: 0.0004 ips: 50.3976 images/s [03/14 03:02:36] ppdet.engine INFO: Epoch: [249] [120/610] learning_rate: 0.016639 loss_vfl: 0.810213 loss_bbox: 0.360424 loss_dfl: 0.386511 loss: 1.554440 eta: 8:25:35 batch_cost: 0.9435 data_cost: 0.0004 ips: 50.8727 images/s [03/14 03:02:57] ppdet.engine INFO: Epoch: [249] [140/610] learning_rate: 0.016618 loss_vfl: 0.800612 loss_bbox: 0.362016 loss_dfl: 0.376441 loss: 1.570304 eta: 8:25:15 batch_cost: 0.9697 data_cost: 0.0004 ips: 49.4996 images/s [03/14 03:03:18] ppdet.engine INFO: Epoch: [249] [160/610] learning_rate: 0.016597 loss_vfl: 0.778301 loss_bbox: 0.349128 loss_dfl: 0.362462 loss: 1.491123 eta: 8:24:55 batch_cost: 0.8970 data_cost: 0.0004 ips: 53.5131 images/s [03/14 03:03:40] ppdet.engine INFO: Epoch: [249] [180/610] learning_rate: 0.016576 loss_vfl: 0.817355 loss_bbox: 0.365463 loss_dfl: 0.385468 loss: 1.576772 eta: 8:24:36 batch_cost: 1.0044 data_cost: 0.0004 ips: 47.7906 images/s [03/14 03:04:02] ppdet.engine INFO: Epoch: [249] [200/610] learning_rate: 0.016555 loss_vfl: 0.792399 loss_bbox: 0.355875 loss_dfl: 0.369911 loss: 1.538526 eta: 8:24:16 batch_cost: 0.9298 data_cost: 0.0010 ips: 51.6253 images/s [03/14 03:04:24] ppdet.engine INFO: Epoch: [249] [220/610] learning_rate: 0.016534 loss_vfl: 0.808799 loss_bbox: 0.384284 loss_dfl: 0.390989 loss: 1.583335 eta: 8:23:56 batch_cost: 0.9464 data_cost: 0.0004 ips: 50.7165 images/s [03/14 03:04:46] ppdet.engine INFO: Epoch: [249] [240/610] learning_rate: 0.016513 loss_vfl: 0.782181 loss_bbox: 0.361990 loss_dfl: 0.368795 loss: 1.489887 eta: 8:23:37 batch_cost: 0.9419 data_cost: 0.0006 ips: 50.9587 images/s [03/14 03:05:08] ppdet.engine INFO: Epoch: [249] [260/610] learning_rate: 0.016492 loss_vfl: 0.807010 loss_bbox: 0.356259 loss_dfl: 0.371982 loss: 1.550640 eta: 8:23:17 batch_cost: 0.9668 data_cost: 0.0004 ips: 49.6459 images/s [03/14 03:05:30] ppdet.engine INFO: Epoch: [249] [280/610] learning_rate: 0.016471 loss_vfl: 0.732856 loss_bbox: 0.337824 loss_dfl: 0.362822 loss: 1.426152 eta: 8:22:57 batch_cost: 0.9620 data_cost: 0.0004 ips: 49.8976 images/s [03/14 03:05:52] ppdet.engine INFO: Epoch: [249] [300/610] learning_rate: 0.016450 loss_vfl: 0.782766 loss_bbox: 0.345634 loss_dfl: 0.361336 loss: 1.501988 eta: 8:22:38 batch_cost: 1.0106 data_cost: 0.0004 ips: 47.4973 images/s [03/14 03:06:14] ppdet.engine INFO: Epoch: [249] [320/610] learning_rate: 0.016430 loss_vfl: 0.779458 loss_bbox: 0.335930 loss_dfl: 0.359802 loss: 1.479975 eta: 8:22:18 batch_cost: 0.9876 data_cost: 0.0005 ips: 48.6012 images/s [03/14 03:06:37] ppdet.engine INFO: Epoch: [249] [340/610] learning_rate: 0.016409 loss_vfl: 0.815079 loss_bbox: 0.391131 loss_dfl: 0.402262 loss: 1.606812 eta: 8:21:59 batch_cost: 0.9295 data_cost: 0.0006 ips: 51.6423 images/s [03/14 03:06:58] ppdet.engine INFO: Epoch: [249] [360/610] learning_rate: 0.016388 loss_vfl: 0.791473 loss_bbox: 0.351872 loss_dfl: 0.379269 loss: 1.522377 eta: 8:21:39 batch_cost: 0.9281 data_cost: 0.0020 ips: 51.7162 images/s [03/14 03:07:21] ppdet.engine INFO: Epoch: [249] [380/610] learning_rate: 0.016367 loss_vfl: 0.745764 loss_bbox: 0.345287 loss_dfl: 0.365034 loss: 1.454440 eta: 8:21:19 batch_cost: 1.0022 data_cost: 0.0004 ips: 47.8947 images/s [03/14 03:07:42] ppdet.engine INFO: Epoch: [249] [400/610] learning_rate: 0.016346 loss_vfl: 0.815959 loss_bbox: 0.352714 loss_dfl: 0.378081 loss: 1.565124 eta: 8:21:00 batch_cost: 0.9753 data_cost: 0.0004 ips: 49.2134 images/s [03/14 03:08:04] ppdet.engine INFO: Epoch: [249] [420/610] learning_rate: 0.016325 loss_vfl: 0.831851 loss_bbox: 0.389764 loss_dfl: 0.393713 loss: 1.616202 eta: 8:20:40 batch_cost: 0.9171 data_cost: 0.0004 ips: 52.3403 images/s [03/14 03:08:26] ppdet.engine INFO: Epoch: [249] [440/610] learning_rate: 0.016305 loss_vfl: 0.779588 loss_bbox: 0.355850 loss_dfl: 0.374637 loss: 1.514878 eta: 8:20:20 batch_cost: 0.9885 data_cost: 0.0004 ips: 48.5595 images/s [03/14 03:08:48] ppdet.engine INFO: Epoch: [249] [460/610] learning_rate: 0.016284 loss_vfl: 0.838078 loss_bbox: 0.373113 loss_dfl: 0.393459 loss: 1.592285 eta: 8:20:00 batch_cost: 0.8988 data_cost: 0.0004 ips: 53.4047 images/s [03/14 03:09:10] ppdet.engine INFO: Epoch: [249] [480/610] learning_rate: 0.016263 loss_vfl: 0.812273 loss_bbox: 0.372318 loss_dfl: 0.389827 loss: 1.556470 eta: 8:19:41 batch_cost: 0.9897 data_cost: 0.0004 ips: 48.4983 images/s [03/14 03:09:32] ppdet.engine INFO: Epoch: [249] [500/610] learning_rate: 0.016242 loss_vfl: 0.802082 loss_bbox: 0.364194 loss_dfl: 0.392590 loss: 1.562618 eta: 8:19:21 batch_cost: 0.9841 data_cost: 0.0004 ips: 48.7770 images/s [03/14 03:09:53] ppdet.engine INFO: Epoch: [249] [520/610] learning_rate: 0.016222 loss_vfl: 0.815113 loss_bbox: 0.359773 loss_dfl: 0.386165 loss: 1.543563 eta: 8:19:02 batch_cost: 0.9545 data_cost: 0.0005 ips: 50.2875 images/s [03/14 03:10:14] ppdet.engine INFO: Epoch: [249] [540/610] learning_rate: 0.016201 loss_vfl: 0.787445 loss_bbox: 0.360563 loss_dfl: 0.377249 loss: 1.529242 eta: 8:18:42 batch_cost: 0.9140 data_cost: 0.0004 ips: 52.5148 images/s [03/14 03:10:36] ppdet.engine INFO: Epoch: [249] [560/610] learning_rate: 0.016180 loss_vfl: 0.761863 loss_bbox: 0.333868 loss_dfl: 0.362410 loss: 1.458562 eta: 8:18:23 batch_cost: 1.0262 data_cost: 0.0004 ips: 46.7731 images/s [03/14 03:10:56] ppdet.engine INFO: Epoch: [249] [580/610] learning_rate: 0.016160 loss_vfl: 0.815900 loss_bbox: 0.362014 loss_dfl: 0.383793 loss: 1.563365 eta: 8:18:02 batch_cost: 0.8680 data_cost: 0.0004 ips: 55.2998 images/s [03/14 03:11:17] ppdet.engine INFO: Epoch: [249] [600/610] learning_rate: 0.016139 loss_vfl: 0.819752 loss_bbox: 0.362928 loss_dfl: 0.388784 loss: 1.580177 eta: 8:17:43 batch_cost: 0.9425 data_cost: 0.0005 ips: 50.9284 images/s [03/14 03:11:26] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/14 03:11:26] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_m_416_coco [03/14 03:11:27] ppdet.engine INFO: Eval iter: 0 [03/14 03:11:49] ppdet.engine INFO: Eval iter: 100 [03/14 03:11:58] ppdet.engine INFO: Eval iter: 200 [03/14 03:12:07] ppdet.engine INFO: Eval iter: 300 [03/14 03:12:17] ppdet.engine INFO: Eval iter: 400 [03/14 03:12:27] ppdet.engine INFO: Eval iter: 500 [03/14 03:12:37] ppdet.engine INFO: Eval iter: 600 [03/14 03:12:51] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.59s) creating index... index created! [03/14 03:12:52] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.98s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=61.69s). Accumulating evaluation results... DONE (t=12.65s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.371 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.534 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.393 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.156 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.402 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.583 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.313 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.497 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.263 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.597 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759 [03/14 03:14:14] ppdet.engine INFO: Total sample number: 4952, averge FPS: 66.61725427717678 [03/14 03:14:14] ppdet.engine INFO: Best test bbox ap is 0.375.