/usr/local/lib/python3.7/site-packages/setuptools/depends.py:2: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses import imp WARNING 2021-10-22 23:33:08,709 launch.py:359] Not found distinct arguments and compiled with cuda or xpu. Default use collective mode INFO 2021-10-22 23:33:08,709 launch_utils.py:621] Change selected_gpus into reletive values. --ips:0,1,2,3 will change into relative_ips:[0, 1, 2, 3] according to your CUDA_VISIBLE_DEVICES:['0', '1', '2', '3'] INFO 2021-10-22 23:33:08,712 launch_utils.py:510] Local start 4 processes. First process distributed environment info (Only For Debug): +=======================================================================================+ | Distributed Envs Value | +---------------------------------------------------------------------------------------+ | PADDLE_TRAINER_ID 0 | | PADDLE_CURRENT_ENDPOINT 127.0.0.1:60001 | | PADDLE_TRAINERS_NUM 4 | | PADDLE_TRAINER_ENDPOINTS ... 0.1:60002,127.0.0.1:60003,127.0.0.1:60004| | 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 2021-10-22 23:33:08,712 launch_utils.py:514] details abouts PADDLE_TRAINER_ENDPOINTS can be found in log/endpoints.log, and detail running logs maybe found in log/workerlog.0 ----------- Configuration Arguments ----------- gpus: 0,1,2,3 heter_worker_num: None heter_workers: http_port: None ips: 127.0.0.1 log_dir: log nproc_per_node: None run_mode: None server_num: None servers: training_script: tools/train.py training_script_args: ['-c', 'configs/picodet/picodet_l_416_coco.yml', '--eval'] worker_num: None workers: ------------------------------------------------ launch train in GPU mode! launch proc_id:14338 idx:0 launch proc_id:14341 idx:1 launch proc_id:14344 idx:2 launch proc_id:14347 idx:3 /usr/local/lib/python3.7/site-packages/setuptools/depends.py:2: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses import imp Warning: import ppdet from source directory without installing, run 'python setup.py install' to install ppdet firstly W1022 23:33:12.206421 14338 gen_comm_id_helper.cc:120] connect addr=127.0.0.1:60002 failed 1 times with reason: Connection refused retry after 0.5 seconds I1022 23:33:12.707042 14338 nccl_context.cc:74] init nccl context nranks: 4 local rank: 0 gpu id: 0 ring id: 0 W1022 23:33:13.167786 14338 device_context.cc:404] Please NOTE: device: 0, GPU Compute Capability: 6.1, Driver API Version: 10.2, Runtime API Version: 10.2 W1022 23:33:13.173194 14338 device_context.cc:422] device: 0, cuDNN Version: 7.6. loading annotations into memory... Done (t=20.84s) creating index... index created! [10/22 23:33:47] 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. [10/22 23:34:02] 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. [10/22 23:34:10] ppdet.utils.checkpoint INFO: ['_fc.bias', '_fc.weight', '_last_conv._batch_norm._mean', '_last_conv._batch_norm._variance', '_last_conv._batch_norm.bias', '_last_conv._batch_norm.weight', '_last_conv._conv.weight', 'last_conv.weight'] in pretrained weight is not used in the model, and its will not be loaded [10/22 23:34:10] ppdet.utils.checkpoint INFO: Finish loading model weights: /root/.cache/paddle/weights/ESNet_x1_25_pretrained.pdparams [10/22 23:34:17] ppdet.engine INFO: Epoch: [0] [ 0/610] learning_rate: 0.030000 loss_vfl: 1.371133 loss_bbox: 1.028007 loss_dfl: 0.530113 loss: 2.929254 eta: 12 days, 12:39:19 batch_cost: 5.9145 data_cost: 1.7327 ips: 8.1156 images/s [10/22 23:35:00] ppdet.engine INFO: Epoch: [0] [ 20/610] learning_rate: 0.048000 loss_vfl: 1.205997 loss_bbox: 0.998246 loss_dfl: 0.472934 loss: 2.667945 eta: 4 days, 13:16:48 batch_cost: 1.9618 data_cost: 0.0011 ips: 24.4676 images/s [10/22 23:35:44] ppdet.engine INFO: Epoch: [0] [ 40/610] learning_rate: 0.066000 loss_vfl: 1.158037 loss_bbox: 0.930738 loss_dfl: 0.430669 loss: 2.429837 eta: 4 days, 8:45:16 batch_cost: 1.9679 data_cost: 0.0010 ips: 24.3910 images/s [10/22 23:36:27] ppdet.engine INFO: Epoch: [0] [ 60/610] learning_rate: 0.084000 loss_vfl: 1.100368 loss_bbox: 0.831259 loss_dfl: 0.393579 loss: 2.315824 eta: 4 days, 6:33:48 batch_cost: 1.9304 data_cost: 0.0027 ips: 24.8656 images/s [10/22 23:37:09] ppdet.engine INFO: Epoch: [0] [ 80/610] learning_rate: 0.102000 loss_vfl: 1.123617 loss_bbox: 0.746324 loss_dfl: 0.350532 loss: 2.208416 eta: 4 days, 5:12:13 batch_cost: 1.9108 data_cost: 0.0010 ips: 25.1201 images/s [10/22 23:37:52] ppdet.engine INFO: Epoch: [0] [100/610] learning_rate: 0.120000 loss_vfl: 1.209037 loss_bbox: 0.646838 loss_dfl: 0.330857 loss: 2.184026 eta: 4 days, 4:25:07 batch_cost: 1.9148 data_cost: 0.0010 ips: 25.0673 images/s [10/22 23:38:34] ppdet.engine INFO: Epoch: [0] [120/610] learning_rate: 0.138000 loss_vfl: 1.228440 loss_bbox: 0.652497 loss_dfl: 0.322502 loss: 2.164298 eta: 4 days, 3:48:51 batch_cost: 1.9058 data_cost: 0.0010 ips: 25.1857 images/s [10/22 23:39:16] ppdet.engine INFO: Epoch: [0] [140/610] learning_rate: 0.156000 loss_vfl: 1.251665 loss_bbox: 0.549371 loss_dfl: 0.290588 loss: 2.103256 eta: 4 days, 3:30:44 batch_cost: 1.9244 data_cost: 0.0010 ips: 24.9423 images/s [10/22 23:39:59] ppdet.engine INFO: Epoch: [0] [160/610] learning_rate: 0.174000 loss_vfl: 1.242859 loss_bbox: 0.578911 loss_dfl: 0.295816 loss: 2.079983 eta: 4 days, 3:22:53 batch_cost: 1.9401 data_cost: 0.0010 ips: 24.7409 images/s [10/22 23:40:41] ppdet.engine INFO: Epoch: [0] [180/610] learning_rate: 0.192000 loss_vfl: 1.237025 loss_bbox: 0.577088 loss_dfl: 0.299793 loss: 2.069710 eta: 4 days, 3:02:00 batch_cost: 1.8967 data_cost: 0.0010 ips: 25.3074 images/s [10/22 23:41:23] ppdet.engine INFO: Epoch: [0] [200/610] learning_rate: 0.210000 loss_vfl: 1.236058 loss_bbox: 0.530685 loss_dfl: 0.271345 loss: 2.040868 eta: 4 days, 2:41:09 batch_cost: 1.8835 data_cost: 0.0011 ips: 25.4848 images/s [10/22 23:42:05] ppdet.engine INFO: Epoch: [0] [220/610] learning_rate: 0.228000 loss_vfl: 1.218286 loss_bbox: 0.483489 loss_dfl: 0.264069 loss: 1.941791 eta: 4 days, 2:40:00 batch_cost: 1.9417 data_cost: 0.0047 ips: 24.7209 images/s [10/22 23:42:48] ppdet.engine INFO: Epoch: [0] [240/610] learning_rate: 0.246000 loss_vfl: 1.226463 loss_bbox: 0.499342 loss_dfl: 0.274408 loss: 2.008420 eta: 4 days, 2:34:40 batch_cost: 1.9248 data_cost: 0.0014 ips: 24.9377 images/s [10/22 23:43:31] ppdet.engine INFO: Epoch: [0] [260/610] learning_rate: 0.264000 loss_vfl: 1.241758 loss_bbox: 0.514706 loss_dfl: 0.278100 loss: 2.000777 eta: 4 days, 2:24:58 batch_cost: 1.9030 data_cost: 0.0010 ips: 25.2238 images/s [10/22 23:44:14] ppdet.engine INFO: Epoch: [0] [280/610] learning_rate: 0.282000 loss_vfl: 1.218579 loss_bbox: 0.488053 loss_dfl: 0.265057 loss: 1.968724 eta: 4 days, 2:28:25 batch_cost: 1.9577 data_cost: 0.0010 ips: 24.5183 images/s [10/22 23:44:56] ppdet.engine INFO: Epoch: [0] [300/610] learning_rate: 0.299998 loss_vfl: 1.234750 loss_bbox: 0.477002 loss_dfl: 0.266889 loss: 1.991422 eta: 4 days, 2:24:50 batch_cost: 1.9257 data_cost: 0.0010 ips: 24.9262 images/s [10/22 23:45:39] ppdet.engine INFO: Epoch: [0] [320/610] learning_rate: 0.299998 loss_vfl: 1.208983 loss_bbox: 0.491711 loss_dfl: 0.265442 loss: 1.960569 eta: 4 days, 2:25:06 batch_cost: 1.9440 data_cost: 0.0010 ips: 24.6915 images/s [10/22 23:46:22] ppdet.engine INFO: Epoch: [0] [340/610] learning_rate: 0.299997 loss_vfl: 1.211651 loss_bbox: 0.486511 loss_dfl: 0.270630 loss: 1.957194 eta: 4 days, 2:22:43 batch_cost: 1.9298 data_cost: 0.0014 ips: 24.8735 images/s [10/22 23:47:05] ppdet.engine INFO: Epoch: [0] [360/610] learning_rate: 0.299997 loss_vfl: 1.181653 loss_bbox: 0.473448 loss_dfl: 0.253146 loss: 1.903584 eta: 4 days, 2:22:08 batch_cost: 1.9393 data_cost: 0.0010 ips: 24.7511 images/s [10/22 23:47:46] ppdet.engine INFO: Epoch: [0] [380/610] learning_rate: 0.299997 loss_vfl: 1.177891 loss_bbox: 0.472772 loss_dfl: 0.260418 loss: 1.894570 eta: 4 days, 2:08:13 batch_cost: 1.8559 data_cost: 0.0010 ips: 25.8637 images/s [10/22 23:48:27] ppdet.engine INFO: Epoch: [0] [400/610] learning_rate: 0.299996 loss_vfl: 1.163342 loss_bbox: 0.441087 loss_dfl: 0.241408 loss: 1.884717 eta: 4 days, 1:54:36 batch_cost: 1.8491 data_cost: 0.0010 ips: 25.9587 images/s [10/22 23:49:10] ppdet.engine INFO: Epoch: [0] [420/610] learning_rate: 0.299996 loss_vfl: 1.182434 loss_bbox: 0.449497 loss_dfl: 0.247367 loss: 1.895102 eta: 4 days, 1:49:05 batch_cost: 1.8967 data_cost: 0.0010 ips: 25.3078 images/s [10/22 23:49:53] ppdet.engine INFO: Epoch: [0] [440/610] learning_rate: 0.299996 loss_vfl: 1.151910 loss_bbox: 0.470955 loss_dfl: 0.259645 loss: 1.897143 eta: 4 days, 1:56:15 batch_cost: 1.9853 data_cost: 0.0010 ips: 24.1775 images/s [10/22 23:50:36] ppdet.engine INFO: Epoch: [0] [460/610] learning_rate: 0.299995 loss_vfl: 1.144920 loss_bbox: 0.448542 loss_dfl: 0.249184 loss: 1.843740 eta: 4 days, 2:00:21 batch_cost: 1.9672 data_cost: 0.0010 ips: 24.4004 images/s [10/22 23:51:19] ppdet.engine INFO: Epoch: [0] [480/610] learning_rate: 0.299995 loss_vfl: 1.185178 loss_bbox: 0.430191 loss_dfl: 0.243036 loss: 1.886227 eta: 4 days, 1:59:37 batch_cost: 1.9321 data_cost: 0.0010 ips: 24.8436 images/s [10/22 23:52:01] ppdet.engine INFO: Epoch: [0] [500/610] learning_rate: 0.299994 loss_vfl: 1.157598 loss_bbox: 0.454856 loss_dfl: 0.251704 loss: 1.851904 eta: 4 days, 1:50:05 batch_cost: 1.8597 data_cost: 0.0010 ips: 25.8103 images/s [10/22 23:52:43] ppdet.engine INFO: Epoch: [0] [520/610] learning_rate: 0.299994 loss_vfl: 1.163519 loss_bbox: 0.436635 loss_dfl: 0.249324 loss: 1.882246 eta: 4 days, 1:51:30 batch_cost: 1.9475 data_cost: 0.0010 ips: 24.6464 images/s [10/22 23:53:25] ppdet.engine INFO: Epoch: [0] [540/610] learning_rate: 0.299994 loss_vfl: 1.120669 loss_bbox: 0.443151 loss_dfl: 0.246365 loss: 1.837543 eta: 4 days, 1:45:12 batch_cost: 1.8801 data_cost: 0.0010 ips: 25.5300 images/s [10/22 23:54:07] ppdet.engine INFO: Epoch: [0] [560/610] learning_rate: 0.299993 loss_vfl: 1.127493 loss_bbox: 0.426808 loss_dfl: 0.242927 loss: 1.799210 eta: 4 days, 1:41:54 batch_cost: 1.9043 data_cost: 0.0010 ips: 25.2062 images/s [10/22 23:54:50] ppdet.engine INFO: Epoch: [0] [580/610] learning_rate: 0.299993 loss_vfl: 1.126633 loss_bbox: 0.441171 loss_dfl: 0.242124 loss: 1.827114 eta: 4 days, 1:41:22 batch_cost: 1.9288 data_cost: 0.0010 ips: 24.8855 images/s [10/22 23:55:31] ppdet.engine INFO: Epoch: [0] [600/610] learning_rate: 0.299992 loss_vfl: 1.160629 loss_bbox: 0.409872 loss_dfl: 0.232674 loss: 1.804452 eta: 4 days, 1:35:55 batch_cost: 1.8804 data_cost: 0.0010 ips: 25.5264 images/s [10/22 23:56:01] ppdet.engine INFO: Epoch: [1] [ 0/610] learning_rate: 0.299992 loss_vfl: 1.138545 loss_bbox: 0.406241 loss_dfl: 0.232249 loss: 1.765573 eta: 4 days, 2:14:51 batch_cost: 2.2532 data_cost: 0.3194 ips: 21.3030 images/s [10/22 23:56:45] ppdet.engine INFO: Epoch: [1] [ 20/610] learning_rate: 0.299991 loss_vfl: 1.124985 loss_bbox: 0.422265 loss_dfl: 0.242402 loss: 1.779931 eta: 4 days, 2:18:00 batch_cost: 1.9786 data_cost: 0.0012 ips: 24.2598 images/s [10/22 23:57:28] ppdet.engine INFO: Epoch: [1] [ 40/610] learning_rate: 0.299991 loss_vfl: 1.109257 loss_bbox: 0.421424 loss_dfl: 0.245363 loss: 1.788516 eta: 4 days, 2:15:51 batch_cost: 1.9243 data_cost: 0.0039 ips: 24.9442 images/s [10/22 23:58:11] ppdet.engine INFO: Epoch: [1] [ 60/610] learning_rate: 0.299990 loss_vfl: 1.107196 loss_bbox: 0.443679 loss_dfl: 0.253104 loss: 1.788705 eta: 4 days, 2:15:40 batch_cost: 1.9451 data_cost: 0.0011 ips: 24.6775 images/s [10/22 23:58:54] ppdet.engine INFO: Epoch: [1] [ 80/610] learning_rate: 0.299989 loss_vfl: 1.119642 loss_bbox: 0.418624 loss_dfl: 0.237781 loss: 1.766724 eta: 4 days, 2:12:44 batch_cost: 1.9142 data_cost: 0.0010 ips: 25.0752 images/s [10/22 23:59:36] ppdet.engine INFO: Epoch: [1] [100/610] learning_rate: 0.299989 loss_vfl: 1.102955 loss_bbox: 0.408766 loss_dfl: 0.232956 loss: 1.764435 eta: 4 days, 2:10:30 batch_cost: 1.9208 data_cost: 0.0011 ips: 24.9898 images/s [10/23 00:00:18] ppdet.engine INFO: Epoch: [1] [120/610] learning_rate: 0.299988 loss_vfl: 1.124651 loss_bbox: 0.396914 loss_dfl: 0.225934 loss: 1.773528 eta: 4 days, 2:06:34 batch_cost: 1.8993 data_cost: 0.0010 ips: 25.2724 images/s [10/23 00:01:00] ppdet.engine INFO: Epoch: [1] [140/610] learning_rate: 0.299988 loss_vfl: 1.105604 loss_bbox: 0.419305 loss_dfl: 0.235147 loss: 1.784381 eta: 4 days, 2:04:35 batch_cost: 1.9211 data_cost: 0.0010 ips: 24.9859 images/s [10/23 00:01:43] ppdet.engine INFO: Epoch: [1] [160/610] learning_rate: 0.299987 loss_vfl: 1.119737 loss_bbox: 0.408225 loss_dfl: 0.242264 loss: 1.767886 eta: 4 days, 2:05:09 batch_cost: 1.9528 data_cost: 0.0011 ips: 24.5799 images/s [10/23 00:02:26] ppdet.engine INFO: Epoch: [1] [180/610] learning_rate: 0.299986 loss_vfl: 1.090649 loss_bbox: 0.424756 loss_dfl: 0.242666 loss: 1.759820 eta: 4 days, 2:05:04 batch_cost: 1.9450 data_cost: 0.0010 ips: 24.6786 images/s [10/23 00:03:09] ppdet.engine INFO: Epoch: [1] [200/610] learning_rate: 0.299985 loss_vfl: 1.098245 loss_bbox: 0.436416 loss_dfl: 0.243970 loss: 1.767115 eta: 4 days, 2:04:49 batch_cost: 1.9431 data_cost: 0.0010 ips: 24.7023 images/s [10/23 00:03:52] ppdet.engine INFO: Epoch: [1] [220/610] learning_rate: 0.299985 loss_vfl: 1.128411 loss_bbox: 0.411511 loss_dfl: 0.231903 loss: 1.763792 eta: 4 days, 2:04:43 batch_cost: 1.9456 data_cost: 0.0010 ips: 24.6715 images/s [10/23 00:04:35] ppdet.engine INFO: Epoch: [1] [240/610] learning_rate: 0.299984 loss_vfl: 1.105111 loss_bbox: 0.426606 loss_dfl: 0.238145 loss: 1.756204 eta: 4 days, 2:04:41 batch_cost: 1.9469 data_cost: 0.0011 ips: 24.6552 images/s [10/23 00:05:17] ppdet.engine INFO: Epoch: [1] [260/610] learning_rate: 0.299983 loss_vfl: 1.073043 loss_bbox: 0.443003 loss_dfl: 0.240441 loss: 1.759620 eta: 4 days, 2:03:00 batch_cost: 1.9234 data_cost: 0.0010 ips: 24.9553 images/s [10/23 00:05:59] ppdet.engine INFO: Epoch: [1] [280/610] learning_rate: 0.299982 loss_vfl: 1.081516 loss_bbox: 0.393198 loss_dfl: 0.224105 loss: 1.707745 eta: 4 days, 1:58:16 batch_cost: 1.8782 data_cost: 0.0010 ips: 25.5570 images/s [10/23 00:06:42] ppdet.engine INFO: Epoch: [1] [300/610] learning_rate: 0.299982 loss_vfl: 1.091405 loss_bbox: 0.402983 loss_dfl: 0.238720 loss: 1.751430 eta: 4 days, 1:54:36 batch_cost: 1.8913 data_cost: 0.0010 ips: 25.3795 images/s [10/23 00:07:25] ppdet.engine INFO: Epoch: [1] [320/610] learning_rate: 0.299981 loss_vfl: 1.084228 loss_bbox: 0.380717 loss_dfl: 0.222618 loss: 1.685099 eta: 4 days, 1:58:06 batch_cost: 1.9992 data_cost: 0.0010 ips: 24.0091 images/s [10/23 00:08:09] ppdet.engine INFO: Epoch: [1] [340/610] learning_rate: 0.299980 loss_vfl: 1.097177 loss_bbox: 0.386220 loss_dfl: 0.225164 loss: 1.723281 eta: 4 days, 2:01:50 batch_cost: 2.0058 data_cost: 0.0010 ips: 23.9311 images/s [10/23 00:08:52] ppdet.engine INFO: Epoch: [1] [360/610] learning_rate: 0.299979 loss_vfl: 1.088880 loss_bbox: 0.405609 loss_dfl: 0.227220 loss: 1.729986 eta: 4 days, 2:02:00 batch_cost: 1.9516 data_cost: 0.0010 ips: 24.5947 images/s [10/23 00:09:35] ppdet.engine INFO: Epoch: [1] [380/610] learning_rate: 0.299978 loss_vfl: 1.089911 loss_bbox: 0.416928 loss_dfl: 0.229908 loss: 1.724853 eta: 4 days, 2:03:52 batch_cost: 1.9797 data_cost: 0.0010 ips: 24.2455 images/s [10/23 00:10:18] ppdet.engine INFO: Epoch: [1] [400/610] learning_rate: 0.299977 loss_vfl: 1.087522 loss_bbox: 0.389790 loss_dfl: 0.225603 loss: 1.720211 eta: 4 days, 2:03:23 batch_cost: 1.9423 data_cost: 0.0010 ips: 24.7127 images/s [10/23 00:11:02] ppdet.engine INFO: Epoch: [1] [420/610] learning_rate: 0.299977 loss_vfl: 1.059347 loss_bbox: 0.391628 loss_dfl: 0.227375 loss: 1.687449 eta: 4 days, 2:06:28 batch_cost: 2.0033 data_cost: 0.0010 ips: 23.9603 images/s [10/23 00:11:45] ppdet.engine INFO: Epoch: [1] [440/610] learning_rate: 0.299976 loss_vfl: 1.078271 loss_bbox: 0.416054 loss_dfl: 0.232402 loss: 1.723917 eta: 4 days, 2:05:21 batch_cost: 1.9327 data_cost: 0.0010 ips: 24.8355 images/s [10/23 00:12:28] ppdet.engine INFO: Epoch: [1] [460/610] learning_rate: 0.299975 loss_vfl: 1.076752 loss_bbox: 0.418610 loss_dfl: 0.234659 loss: 1.748240 eta: 4 days, 2:06:34 batch_cost: 1.9735 data_cost: 0.0053 ips: 24.3221 images/s [10/23 00:13:11] ppdet.engine INFO: Epoch: [1] [480/610] learning_rate: 0.299974 loss_vfl: 1.072114 loss_bbox: 0.400030 loss_dfl: 0.232125 loss: 1.743375 eta: 4 days, 2:06:33 batch_cost: 1.9527 data_cost: 0.0011 ips: 24.5818 images/s [10/23 00:13:54] ppdet.engine INFO: Epoch: [1] [500/610] learning_rate: 0.299973 loss_vfl: 1.077959 loss_bbox: 0.410605 loss_dfl: 0.233291 loss: 1.707134 eta: 4 days, 2:05:43 batch_cost: 1.9384 data_cost: 0.0010 ips: 24.7624 images/s [10/23 00:14:37] ppdet.engine INFO: Epoch: [1] [520/610] learning_rate: 0.299972 loss_vfl: 1.098418 loss_bbox: 0.370684 loss_dfl: 0.224322 loss: 1.700315 eta: 4 days, 2:03:07 batch_cost: 1.9050 data_cost: 0.0010 ips: 25.1974 images/s [10/23 00:15:20] ppdet.engine INFO: Epoch: [1] [540/610] learning_rate: 0.299971 loss_vfl: 1.061486 loss_bbox: 0.371410 loss_dfl: 0.218318 loss: 1.663664 eta: 4 days, 2:04:26 batch_cost: 1.9781 data_cost: 0.0010 ips: 24.2657 images/s [10/23 00:16:03] ppdet.engine INFO: Epoch: [1] [560/610] learning_rate: 0.299970 loss_vfl: 1.075031 loss_bbox: 0.373420 loss_dfl: 0.219134 loss: 1.691441 eta: 4 days, 2:05:02 batch_cost: 1.9657 data_cost: 0.0010 ips: 24.4189 images/s [10/23 00:16:47] ppdet.engine INFO: Epoch: [1] [580/610] learning_rate: 0.299969 loss_vfl: 1.074611 loss_bbox: 0.409027 loss_dfl: 0.230671 loss: 1.713390 eta: 4 days, 2:05:32 batch_cost: 1.9643 data_cost: 0.0010 ips: 24.4358 images/s [10/23 00:17:28] ppdet.engine INFO: Epoch: [1] [600/610] learning_rate: 0.299968 loss_vfl: 1.065542 loss_bbox: 0.358123 loss_dfl: 0.208151 loss: 1.678014 eta: 4 days, 2:00:58 batch_cost: 1.8641 data_cost: 0.0010 ips: 25.7498 images/s [10/23 00:17:59] ppdet.engine INFO: Epoch: [2] [ 0/610] learning_rate: 0.299967 loss_vfl: 1.034496 loss_bbox: 0.395284 loss_dfl: 0.234283 loss: 1.687266 eta: 4 days, 2:22:05 batch_cost: 2.3374 data_cost: 0.1702 ips: 20.5354 images/s [10/23 00:18:43] ppdet.engine INFO: Epoch: [2] [ 20/610] learning_rate: 0.299966 loss_vfl: 1.076826 loss_bbox: 0.364950 loss_dfl: 0.210201 loss: 1.664153 eta: 4 days, 2:21:57 batch_cost: 1.9586 data_cost: 0.0010 ips: 24.5075 images/s [10/23 00:19:26] ppdet.engine INFO: Epoch: [2] [ 40/610] learning_rate: 0.299965 loss_vfl: 1.048551 loss_bbox: 0.385188 loss_dfl: 0.224913 loss: 1.673975 eta: 4 days, 2:21:39 batch_cost: 1.9556 data_cost: 0.0010 ips: 24.5447 images/s [10/23 00:20:08] ppdet.engine INFO: Epoch: [2] [ 60/610] learning_rate: 0.299964 loss_vfl: 1.083529 loss_bbox: 0.390708 loss_dfl: 0.222735 loss: 1.670507 eta: 4 days, 2:19:15 batch_cost: 1.9111 data_cost: 0.0010 ips: 25.1164 images/s [10/23 00:20:51] ppdet.engine INFO: Epoch: [2] [ 80/610] learning_rate: 0.299963 loss_vfl: 1.061378 loss_bbox: 0.404521 loss_dfl: 0.225587 loss: 1.710452 eta: 4 days, 2:18:12 batch_cost: 1.9393 data_cost: 0.0011 ips: 24.7517 images/s [10/23 00:21:33] ppdet.engine INFO: Epoch: [2] [100/610] learning_rate: 0.299961 loss_vfl: 1.037732 loss_bbox: 0.423398 loss_dfl: 0.232576 loss: 1.690623 eta: 4 days, 2:16:03 batch_cost: 1.9151 data_cost: 0.0010 ips: 25.0645 images/s [10/23 00:22:15] ppdet.engine INFO: Epoch: [2] [120/610] learning_rate: 0.299960 loss_vfl: 1.048777 loss_bbox: 0.394254 loss_dfl: 0.232653 loss: 1.682675 eta: 4 days, 2:15:29 batch_cost: 1.9489 data_cost: 0.0010 ips: 24.6287 images/s [10/23 00:22:59] ppdet.engine INFO: Epoch: [2] [140/610] learning_rate: 0.299959 loss_vfl: 1.040085 loss_bbox: 0.393781 loss_dfl: 0.226571 loss: 1.663572 eta: 4 days, 2:15:45 batch_cost: 1.9679 data_cost: 0.0010 ips: 24.3912 images/s [10/23 00:23:42] ppdet.engine INFO: Epoch: [2] [160/610] learning_rate: 0.299958 loss_vfl: 1.044363 loss_bbox: 0.392200 loss_dfl: 0.228293 loss: 1.644957 eta: 4 days, 2:12:29 batch_cost: 1.8876 data_cost: 0.0010 ips: 25.4293 images/s [10/23 00:24:25] ppdet.engine INFO: Epoch: [2] [180/610] learning_rate: 0.299957 loss_vfl: 1.041861 loss_bbox: 0.397005 loss_dfl: 0.228281 loss: 1.676569 eta: 4 days, 2:12:01 batch_cost: 1.9512 data_cost: 0.0010 ips: 24.6007 images/s [10/23 00:25:07] ppdet.engine INFO: Epoch: [2] [200/610] learning_rate: 0.299955 loss_vfl: 1.056711 loss_bbox: 0.404979 loss_dfl: 0.233538 loss: 1.715725 eta: 4 days, 2:11:00 batch_cost: 1.9379 data_cost: 0.0010 ips: 24.7688 images/s [10/23 00:25:49] ppdet.engine INFO: Epoch: [2] [220/610] learning_rate: 0.299954 loss_vfl: 1.041543 loss_bbox: 0.366526 loss_dfl: 0.226009 loss: 1.660889 eta: 4 days, 2:08:03 batch_cost: 1.8917 data_cost: 0.0010 ips: 25.3747 images/s [10/23 00:26:32] ppdet.engine INFO: Epoch: [2] [240/610] learning_rate: 0.299953 loss_vfl: 1.050807 loss_bbox: 0.393059 loss_dfl: 0.217102 loss: 1.643312 eta: 4 days, 2:06:05 batch_cost: 1.9140 data_cost: 0.0010 ips: 25.0781 images/s [10/23 00:27:16] ppdet.engine INFO: Epoch: [2] [260/610] learning_rate: 0.299952 loss_vfl: 1.046643 loss_bbox: 0.377262 loss_dfl: 0.221946 loss: 1.640674 eta: 4 days, 2:09:02 batch_cost: 2.0335 data_cost: 0.0010 ips: 23.6044 images/s [10/23 00:27:59] ppdet.engine INFO: Epoch: [2] [280/610] learning_rate: 0.299950 loss_vfl: 1.029830 loss_bbox: 0.415554 loss_dfl: 0.231167 loss: 1.687983 eta: 4 days, 2:09:32 batch_cost: 1.9749 data_cost: 0.0010 ips: 24.3048 images/s [10/23 00:28:42] ppdet.engine INFO: Epoch: [2] [300/610] learning_rate: 0.299949 loss_vfl: 1.068904 loss_bbox: 0.390058 loss_dfl: 0.224604 loss: 1.663963 eta: 4 days, 2:08:47 batch_cost: 1.9448 data_cost: 0.0010 ips: 24.6816 images/s [10/23 00:29:26] ppdet.engine INFO: Epoch: [2] [320/610] learning_rate: 0.299948 loss_vfl: 1.035113 loss_bbox: 0.396123 loss_dfl: 0.231840 loss: 1.676352 eta: 4 days, 2:09:48 batch_cost: 1.9892 data_cost: 0.0010 ips: 24.1301 images/s [10/23 00:30:09] ppdet.engine INFO: Epoch: [2] [340/610] learning_rate: 0.299946 loss_vfl: 1.022071 loss_bbox: 0.393245 loss_dfl: 0.225052 loss: 1.612219 eta: 4 days, 2:08:29 batch_cost: 1.9304 data_cost: 0.0010 ips: 24.8651 images/s [10/23 00:30:52] ppdet.engine INFO: Epoch: [2] [360/610] learning_rate: 0.299945 loss_vfl: 1.054497 loss_bbox: 0.388353 loss_dfl: 0.218207 loss: 1.639242 eta: 4 days, 2:08:00 batch_cost: 1.9512 data_cost: 0.0010 ips: 24.6003 images/s [10/23 00:31:36] ppdet.engine INFO: Epoch: [2] [380/610] learning_rate: 0.299943 loss_vfl: 1.057762 loss_bbox: 0.393756 loss_dfl: 0.222358 loss: 1.660022 eta: 4 days, 2:08:24 batch_cost: 1.9752 data_cost: 0.0010 ips: 24.3011 images/s [10/23 00:32:19] ppdet.engine INFO: Epoch: [2] [400/610] learning_rate: 0.299942 loss_vfl: 1.022327 loss_bbox: 0.398514 loss_dfl: 0.227325 loss: 1.654731 eta: 4 days, 2:08:41 batch_cost: 1.9726 data_cost: 0.0010 ips: 24.3331 images/s [10/23 00:33:03] ppdet.engine INFO: Epoch: [2] [420/610] learning_rate: 0.299941 loss_vfl: 1.053425 loss_bbox: 0.405882 loss_dfl: 0.230451 loss: 1.691222 eta: 4 days, 2:09:41 batch_cost: 1.9928 data_cost: 0.0010 ips: 24.0872 images/s [10/23 00:33:45] ppdet.engine INFO: Epoch: [2] [440/610] learning_rate: 0.299939 loss_vfl: 1.026514 loss_bbox: 0.401486 loss_dfl: 0.224575 loss: 1.632698 eta: 4 days, 2:07:44 batch_cost: 1.9130 data_cost: 0.0010 ips: 25.0917 images/s [10/23 00:34:28] ppdet.engine INFO: Epoch: [2] [460/610] learning_rate: 0.299938 loss_vfl: 1.049744 loss_bbox: 0.354677 loss_dfl: 0.217597 loss: 1.639054 eta: 4 days, 2:06:02 batch_cost: 1.9190 data_cost: 0.0010 ips: 25.0135 images/s [10/23 00:35:11] ppdet.engine INFO: Epoch: [2] [480/610] learning_rate: 0.299936 loss_vfl: 1.036487 loss_bbox: 0.348175 loss_dfl: 0.205674 loss: 1.592890 eta: 4 days, 2:05:48 batch_cost: 1.9593 data_cost: 0.0010 ips: 24.4990 images/s [10/23 00:35:55] ppdet.engine INFO: Epoch: [2] [500/610] learning_rate: 0.299935 loss_vfl: 1.049358 loss_bbox: 0.378055 loss_dfl: 0.228592 loss: 1.643899 eta: 4 days, 2:05:35 batch_cost: 1.9601 data_cost: 0.0010 ips: 24.4886 images/s [10/23 00:36:38] ppdet.engine INFO: Epoch: [2] [520/610] learning_rate: 0.299933 loss_vfl: 1.039562 loss_bbox: 0.354456 loss_dfl: 0.215189 loss: 1.622756 eta: 4 days, 2:05:07 batch_cost: 1.9534 data_cost: 0.0010 ips: 24.5728 images/s [10/23 00:37:20] ppdet.engine INFO: Epoch: [2] [540/610] learning_rate: 0.299932 loss_vfl: 1.035713 loss_bbox: 0.382578 loss_dfl: 0.218845 loss: 1.642948 eta: 4 days, 2:04:00 batch_cost: 1.9345 data_cost: 0.0010 ips: 24.8130 images/s [10/23 00:38:03] ppdet.engine INFO: Epoch: [2] [560/610] learning_rate: 0.299930 loss_vfl: 1.013195 loss_bbox: 0.376473 loss_dfl: 0.216742 loss: 1.629764 eta: 4 days, 2:01:16 batch_cost: 1.8866 data_cost: 0.0010 ips: 25.4432 images/s [10/23 00:38:45] ppdet.engine INFO: Epoch: [2] [580/610] learning_rate: 0.299928 loss_vfl: 1.050071 loss_bbox: 0.406869 loss_dfl: 0.234631 loss: 1.703433 eta: 4 days, 2:01:06 batch_cost: 1.9613 data_cost: 0.0010 ips: 24.4738 images/s [10/23 00:39:27] ppdet.engine INFO: Epoch: [2] [600/610] learning_rate: 0.299927 loss_vfl: 1.034649 loss_bbox: 0.385855 loss_dfl: 0.223620 loss: 1.662364 eta: 4 days, 1:59:42 batch_cost: 1.9251 data_cost: 0.0010 ips: 24.9334 images/s [10/23 00:40:00] ppdet.engine INFO: Epoch: [3] [ 0/610] learning_rate: 0.299926 loss_vfl: 1.034969 loss_bbox: 0.396146 loss_dfl: 0.226105 loss: 1.687231 eta: 4 days, 2:15:09 batch_cost: 2.4012 data_cost: 0.2343 ips: 19.9897 images/s [10/23 00:40:44] ppdet.engine INFO: Epoch: [3] [ 20/610] learning_rate: 0.299924 loss_vfl: 1.043987 loss_bbox: 0.349123 loss_dfl: 0.214108 loss: 1.611016 eta: 4 days, 2:17:26 batch_cost: 2.0419 data_cost: 0.0011 ips: 23.5075 images/s [10/23 00:41:28] ppdet.engine INFO: Epoch: [3] [ 40/610] learning_rate: 0.299923 loss_vfl: 1.020459 loss_bbox: 0.390412 loss_dfl: 0.222367 loss: 1.647913 eta: 4 days, 2:16:59 batch_cost: 1.9597 data_cost: 0.0010 ips: 24.4934 images/s [10/23 00:42:11] ppdet.engine INFO: Epoch: [3] [ 60/610] learning_rate: 0.299921 loss_vfl: 1.010258 loss_bbox: 0.366599 loss_dfl: 0.221707 loss: 1.600980 eta: 4 days, 2:15:58 batch_cost: 1.9422 data_cost: 0.0010 ips: 24.7140 images/s [10/23 00:42:54] ppdet.engine INFO: Epoch: [3] [ 80/610] learning_rate: 0.299919 loss_vfl: 1.045150 loss_bbox: 0.382286 loss_dfl: 0.229479 loss: 1.663537 eta: 4 days, 2:16:13 batch_cost: 1.9814 data_cost: 0.0010 ips: 24.2258 images/s [10/23 00:43:37] ppdet.engine INFO: Epoch: [3] [100/610] learning_rate: 0.299918 loss_vfl: 1.030345 loss_bbox: 0.352721 loss_dfl: 0.218618 loss: 1.604205 eta: 4 days, 2:14:40 batch_cost: 1.9248 data_cost: 0.0010 ips: 24.9383 images/s [10/23 00:44:19] ppdet.engine INFO: Epoch: [3] [120/610] learning_rate: 0.299916 loss_vfl: 1.016311 loss_bbox: 0.336916 loss_dfl: 0.207183 loss: 1.552561 eta: 4 days, 2:14:07 batch_cost: 1.9567 data_cost: 0.0010 ips: 24.5313 images/s [10/23 00:45:03] ppdet.engine INFO: Epoch: [3] [140/610] learning_rate: 0.299914 loss_vfl: 1.015116 loss_bbox: 0.385982 loss_dfl: 0.226401 loss: 1.642912 eta: 4 days, 2:14:23 batch_cost: 1.9832 data_cost: 0.0011 ips: 24.2028 images/s [10/23 00:45:46] ppdet.engine INFO: Epoch: [3] [160/610] learning_rate: 0.299912 loss_vfl: 1.033155 loss_bbox: 0.381190 loss_dfl: 0.222770 loss: 1.626811 eta: 4 days, 2:14:23 batch_cost: 1.9750 data_cost: 0.0010 ips: 24.3032 images/s [10/23 00:46:28] ppdet.engine INFO: Epoch: [3] [180/610] learning_rate: 0.299911 loss_vfl: 1.022401 loss_bbox: 0.379579 loss_dfl: 0.222830 loss: 1.609627 eta: 4 days, 2:11:08 batch_cost: 1.8677 data_cost: 0.0011 ips: 25.7006 images/s [10/23 00:47:10] ppdet.engine INFO: Epoch: [3] [200/610] learning_rate: 0.299909 loss_vfl: 1.024597 loss_bbox: 0.365561 loss_dfl: 0.219476 loss: 1.604182 eta: 4 days, 2:08:42 batch_cost: 1.8925 data_cost: 0.0010 ips: 25.3629 images/s [10/23 00:47:54] ppdet.engine INFO: Epoch: [3] [220/610] learning_rate: 0.299907 loss_vfl: 1.016111 loss_bbox: 0.371369 loss_dfl: 0.208602 loss: 1.618369 eta: 4 days, 2:08:10 batch_cost: 1.9569 data_cost: 0.0011 ips: 24.5292 images/s [10/23 00:48:36] ppdet.engine INFO: Epoch: [3] [240/610] learning_rate: 0.299905 loss_vfl: 1.023092 loss_bbox: 0.376370 loss_dfl: 0.220374 loss: 1.603715 eta: 4 days, 2:06:29 batch_cost: 1.9166 data_cost: 0.0010 ips: 25.0450 images/s [10/23 00:49:18] ppdet.engine INFO: Epoch: [3] [260/610] learning_rate: 0.299903 loss_vfl: 1.011211 loss_bbox: 0.379110 loss_dfl: 0.223061 loss: 1.609135 eta: 4 days, 2:04:11 batch_cost: 1.8952 data_cost: 0.0010 ips: 25.3275 images/s [10/23 00:50:02] ppdet.engine INFO: Epoch: [3] [280/610] learning_rate: 0.299902 loss_vfl: 1.014198 loss_bbox: 0.380531 loss_dfl: 0.224581 loss: 1.618266 eta: 4 days, 2:05:07 batch_cost: 2.0070 data_cost: 0.0010 ips: 23.9167 images/s [10/23 00:50:45] ppdet.engine INFO: Epoch: [3] [300/610] learning_rate: 0.299900 loss_vfl: 1.005109 loss_bbox: 0.395003 loss_dfl: 0.221977 loss: 1.612820 eta: 4 days, 2:04:52 batch_cost: 1.9663 data_cost: 0.0010 ips: 24.4109 images/s [10/23 00:51:28] ppdet.engine INFO: Epoch: [3] [320/610] learning_rate: 0.299898 loss_vfl: 1.020052 loss_bbox: 0.389887 loss_dfl: 0.223979 loss: 1.644139 eta: 4 days, 2:03:32 batch_cost: 1.9275 data_cost: 0.0011 ips: 24.9026 images/s [10/23 00:52:11] ppdet.engine INFO: Epoch: [3] [340/610] learning_rate: 0.299896 loss_vfl: 1.015057 loss_bbox: 0.386302 loss_dfl: 0.223415 loss: 1.597991 eta: 4 days, 2:03:01 batch_cost: 1.9569 data_cost: 0.0010 ips: 24.5282 images/s [10/23 00:52:54] ppdet.engine INFO: Epoch: [3] [360/610] learning_rate: 0.299894 loss_vfl: 0.995338 loss_bbox: 0.383854 loss_dfl: 0.219563 loss: 1.615256 eta: 4 days, 2:00:53 batch_cost: 1.8979 data_cost: 0.0010 ips: 25.2917 images/s [10/23 00:53:37] ppdet.engine INFO: Epoch: [3] [380/610] learning_rate: 0.299892 loss_vfl: 1.031595 loss_bbox: 0.363538 loss_dfl: 0.216470 loss: 1.622236 eta: 4 days, 1:59:46 batch_cost: 1.9349 data_cost: 0.0010 ips: 24.8078 images/s [10/23 00:54:20] ppdet.engine INFO: Epoch: [3] [400/610] learning_rate: 0.299890 loss_vfl: 1.002367 loss_bbox: 0.368904 loss_dfl: 0.216330 loss: 1.620544 eta: 4 days, 1:58:59 batch_cost: 1.9461 data_cost: 0.0010 ips: 24.6645 images/s [10/23 00:55:03] ppdet.engine INFO: Epoch: [3] [420/610] learning_rate: 0.299888 loss_vfl: 1.017071 loss_bbox: 0.369331 loss_dfl: 0.219496 loss: 1.601756 eta: 4 days, 1:59:02 batch_cost: 1.9775 data_cost: 0.0010 ips: 24.2729 images/s [10/23 00:55:46] ppdet.engine INFO: Epoch: [3] [440/610] learning_rate: 0.299886 loss_vfl: 1.021131 loss_bbox: 0.359593 loss_dfl: 0.207641 loss: 1.567222 eta: 4 days, 1:57:39 batch_cost: 1.9241 data_cost: 0.0010 ips: 24.9473 images/s [10/23 00:56:29] ppdet.engine INFO: Epoch: [3] [460/610] learning_rate: 0.299884 loss_vfl: 1.000566 loss_bbox: 0.385134 loss_dfl: 0.228767 loss: 1.630442 eta: 4 days, 1:57:05 batch_cost: 1.9545 data_cost: 0.0010 ips: 24.5585 images/s [10/23 00:57:12] ppdet.engine INFO: Epoch: [3] [480/610] learning_rate: 0.299882 loss_vfl: 1.011392 loss_bbox: 0.352292 loss_dfl: 0.213958 loss: 1.600871 eta: 4 days, 1:56:05 batch_cost: 1.9376 data_cost: 0.0010 ips: 24.7729 images/s [10/23 00:57:54] ppdet.engine INFO: Epoch: [3] [500/610] learning_rate: 0.299880 loss_vfl: 0.999432 loss_bbox: 0.375292 loss_dfl: 0.222100 loss: 1.603300 eta: 4 days, 1:54:59 batch_cost: 1.9339 data_cost: 0.0010 ips: 24.8206 images/s [10/23 00:58:36] ppdet.engine INFO: Epoch: [3] [520/610] learning_rate: 0.299878 loss_vfl: 0.997244 loss_bbox: 0.374222 loss_dfl: 0.220575 loss: 1.605832 eta: 4 days, 1:52:41 batch_cost: 1.8868 data_cost: 0.0010 ips: 25.4395 images/s [10/23 00:59:19] ppdet.engine INFO: Epoch: [3] [540/610] learning_rate: 0.299876 loss_vfl: 1.008874 loss_bbox: 0.388191 loss_dfl: 0.221346 loss: 1.653335 eta: 4 days, 1:52:01 batch_cost: 1.9496 data_cost: 0.0010 ips: 24.6202 images/s [10/23 01:00:03] ppdet.engine INFO: Epoch: [3] [560/610] learning_rate: 0.299874 loss_vfl: 1.020325 loss_bbox: 0.398284 loss_dfl: 0.231208 loss: 1.639587 eta: 4 days, 1:52:53 batch_cost: 2.0111 data_cost: 0.0010 ips: 23.8677 images/s [10/23 01:00:46] ppdet.engine INFO: Epoch: [3] [580/610] learning_rate: 0.299872 loss_vfl: 1.027425 loss_bbox: 0.382867 loss_dfl: 0.224060 loss: 1.606944 eta: 4 days, 1:52:17 batch_cost: 1.9528 data_cost: 0.0010 ips: 24.5803 images/s [10/23 01:01:27] ppdet.engine INFO: Epoch: [3] [600/610] learning_rate: 0.299870 loss_vfl: 1.022470 loss_bbox: 0.381076 loss_dfl: 0.232000 loss: 1.630521 eta: 4 days, 1:49:35 batch_cost: 1.8681 data_cost: 0.0011 ips: 25.6945 images/s [10/23 01:01:59] ppdet.engine INFO: Epoch: [4] [ 0/610] learning_rate: 0.299868 loss_vfl: 1.015753 loss_bbox: 0.368623 loss_dfl: 0.211366 loss: 1.582222 eta: 4 days, 2:00:21 batch_cost: 2.3122 data_cost: 0.1772 ips: 20.7597 images/s [10/23 01:02:44] ppdet.engine INFO: Epoch: [4] [ 20/610] learning_rate: 0.299866 loss_vfl: 1.018240 loss_bbox: 0.374961 loss_dfl: 0.222999 loss: 1.630792 eta: 4 days, 2:01:02 batch_cost: 2.0086 data_cost: 0.0012 ips: 23.8977 images/s [10/23 01:03:27] ppdet.engine INFO: Epoch: [4] [ 40/610] learning_rate: 0.299864 loss_vfl: 1.000101 loss_bbox: 0.390889 loss_dfl: 0.235011 loss: 1.621348 eta: 4 days, 2:00:06 batch_cost: 1.9433 data_cost: 0.0010 ips: 24.7005 images/s [10/23 01:04:10] ppdet.engine INFO: Epoch: [4] [ 60/610] learning_rate: 0.299862 loss_vfl: 1.002049 loss_bbox: 0.365050 loss_dfl: 0.217305 loss: 1.604599 eta: 4 days, 1:59:49 batch_cost: 1.9693 data_cost: 0.0010 ips: 24.3746 images/s [10/23 01:04:53] ppdet.engine INFO: Epoch: [4] [ 80/610] learning_rate: 0.299860 loss_vfl: 0.983883 loss_bbox: 0.408104 loss_dfl: 0.229118 loss: 1.616456 eta: 4 days, 1:59:05 batch_cost: 1.9514 data_cost: 0.0010 ips: 24.5975 images/s [10/23 01:05:35] ppdet.engine INFO: Epoch: [4] [100/610] learning_rate: 0.299857 loss_vfl: 0.980834 loss_bbox: 0.351600 loss_dfl: 0.206571 loss: 1.554236 eta: 4 days, 1:57:52 batch_cost: 1.9301 data_cost: 0.0011 ips: 24.8689 images/s [10/23 01:06:18] ppdet.engine INFO: Epoch: [4] [120/610] learning_rate: 0.299855 loss_vfl: 0.993335 loss_bbox: 0.375685 loss_dfl: 0.223820 loss: 1.601044 eta: 4 days, 1:56:23 batch_cost: 1.9190 data_cost: 0.0010 ips: 25.0130 images/s [10/23 01:07:01] ppdet.engine INFO: Epoch: [4] [140/610] learning_rate: 0.299853 loss_vfl: 1.005005 loss_bbox: 0.369606 loss_dfl: 0.216133 loss: 1.572977 eta: 4 days, 1:56:14 batch_cost: 1.9755 data_cost: 0.0010 ips: 24.2982 images/s [10/23 01:07:44] ppdet.engine INFO: Epoch: [4] [160/610] learning_rate: 0.299851 loss_vfl: 1.001319 loss_bbox: 0.341369 loss_dfl: 0.215572 loss: 1.571034 eta: 4 days, 1:54:43 batch_cost: 1.9174 data_cost: 0.0010 ips: 25.0338 images/s [10/23 01:08:27] ppdet.engine INFO: Epoch: [4] [180/610] learning_rate: 0.299848 loss_vfl: 1.011511 loss_bbox: 0.372179 loss_dfl: 0.224219 loss: 1.610736 eta: 4 days, 1:54:11 batch_cost: 1.9584 data_cost: 0.0011 ips: 24.5100 images/s [10/23 01:09:09] ppdet.engine INFO: Epoch: [4] [200/610] learning_rate: 0.299846 loss_vfl: 1.006513 loss_bbox: 0.398920 loss_dfl: 0.232972 loss: 1.612337 eta: 4 days, 1:52:23 batch_cost: 1.9037 data_cost: 0.0010 ips: 25.2137 images/s [10/23 01:09:51] ppdet.engine INFO: Epoch: [4] [220/610] learning_rate: 0.299844 loss_vfl: 0.977841 loss_bbox: 0.381699 loss_dfl: 0.219353 loss: 1.576722 eta: 4 days, 1:49:53 batch_cost: 1.8719 data_cost: 0.0010 ips: 25.6424 images/s [10/23 01:10:34] ppdet.engine INFO: Epoch: [4] [240/610] learning_rate: 0.299841 loss_vfl: 1.001877 loss_bbox: 0.358146 loss_dfl: 0.213330 loss: 1.580403 eta: 4 days, 1:48:23 batch_cost: 1.9149 data_cost: 0.0010 ips: 25.0661 images/s [10/23 01:11:17] ppdet.engine INFO: Epoch: [4] [260/610] learning_rate: 0.299839 loss_vfl: 1.014035 loss_bbox: 0.346986 loss_dfl: 0.216963 loss: 1.592831 eta: 4 days, 1:48:17 batch_cost: 1.9772 data_cost: 0.0010 ips: 24.2767 images/s [10/23 01:12:00] ppdet.engine INFO: Epoch: [4] [280/610] learning_rate: 0.299837 loss_vfl: 1.002087 loss_bbox: 0.369690 loss_dfl: 0.214221 loss: 1.587632 eta: 4 days, 1:47:01 batch_cost: 1.9251 data_cost: 0.0010 ips: 24.9337 images/s [10/23 01:12:42] ppdet.engine INFO: Epoch: [4] [300/610] learning_rate: 0.299834 loss_vfl: 0.995066 loss_bbox: 0.361928 loss_dfl: 0.219859 loss: 1.575841 eta: 4 days, 1:45:54 batch_cost: 1.9318 data_cost: 0.0010 ips: 24.8474 images/s [10/23 01:13:25] ppdet.engine INFO: Epoch: [4] [320/610] learning_rate: 0.299832 loss_vfl: 1.005498 loss_bbox: 0.367636 loss_dfl: 0.208470 loss: 1.566015 eta: 4 days, 1:44:55 batch_cost: 1.9367 data_cost: 0.0011 ips: 24.7845 images/s [10/23 01:14:08] ppdet.engine INFO: Epoch: [4] [340/610] learning_rate: 0.299829 loss_vfl: 0.997967 loss_bbox: 0.357488 loss_dfl: 0.216343 loss: 1.576193 eta: 4 days, 1:44:24 batch_cost: 1.9586 data_cost: 0.0010 ips: 24.5074 images/s [10/23 01:14:52] ppdet.engine INFO: Epoch: [4] [360/610] learning_rate: 0.299827 loss_vfl: 1.008607 loss_bbox: 0.355496 loss_dfl: 0.219084 loss: 1.558430 eta: 4 days, 1:43:32 batch_cost: 1.9426 data_cost: 0.0010 ips: 24.7092 images/s [10/23 01:15:33] ppdet.engine INFO: Epoch: [4] [380/610] learning_rate: 0.299824 loss_vfl: 1.014462 loss_bbox: 0.356211 loss_dfl: 0.222780 loss: 1.604241 eta: 4 days, 1:40:58 batch_cost: 1.8621 data_cost: 0.0010 ips: 25.7774 images/s [10/23 01:16:17] ppdet.engine INFO: Epoch: [4] [400/610] learning_rate: 0.299822 loss_vfl: 1.026266 loss_bbox: 0.368280 loss_dfl: 0.220508 loss: 1.595513 eta: 4 days, 1:40:15 batch_cost: 1.9490 data_cost: 0.0010 ips: 24.6283 images/s [10/23 01:17:00] ppdet.engine INFO: Epoch: [4] [420/610] learning_rate: 0.299819 loss_vfl: 0.992807 loss_bbox: 0.353150 loss_dfl: 0.213621 loss: 1.573407 eta: 4 days, 1:39:37 batch_cost: 1.9520 data_cost: 0.0010 ips: 24.5907 images/s [10/23 01:17:43] ppdet.engine INFO: Epoch: [4] [440/610] learning_rate: 0.299817 loss_vfl: 0.978575 loss_bbox: 0.359076 loss_dfl: 0.215816 loss: 1.571052 eta: 4 days, 1:38:55 batch_cost: 1.9493 data_cost: 0.0011 ips: 24.6237 images/s [10/23 01:18:26] ppdet.engine INFO: Epoch: [4] [460/610] learning_rate: 0.299814 loss_vfl: 1.013081 loss_bbox: 0.354737 loss_dfl: 0.214094 loss: 1.593673 eta: 4 days, 1:38:35 batch_cost: 1.9673 data_cost: 0.0010 ips: 24.3992 images/s [10/23 01:19:09] ppdet.engine INFO: Epoch: [4] [480/610] learning_rate: 0.299812 loss_vfl: 0.990897 loss_bbox: 0.360446 loss_dfl: 0.211898 loss: 1.588875 eta: 4 days, 1:36:50 batch_cost: 1.8980 data_cost: 0.0011 ips: 25.2893 images/s [10/23 01:19:51] ppdet.engine INFO: Epoch: [4] [500/610] learning_rate: 0.299809 loss_vfl: 0.983744 loss_bbox: 0.357930 loss_dfl: 0.219483 loss: 1.570896 eta: 4 days, 1:35:06 batch_cost: 1.8990 data_cost: 0.0010 ips: 25.2767 images/s [10/23 01:20:33] ppdet.engine INFO: Epoch: [4] [520/610] learning_rate: 0.299806 loss_vfl: 0.998981 loss_bbox: 0.364966 loss_dfl: 0.217873 loss: 1.576290 eta: 4 days, 1:33:50 batch_cost: 1.9202 data_cost: 0.0010 ips: 24.9969 images/s [10/23 01:21:16] ppdet.engine INFO: Epoch: [4] [540/610] learning_rate: 0.299804 loss_vfl: 0.974585 loss_bbox: 0.352437 loss_dfl: 0.206116 loss: 1.537523 eta: 4 days, 1:33:32 batch_cost: 1.9681 data_cost: 0.0011 ips: 24.3889 images/s [10/23 01:21:59] ppdet.engine INFO: Epoch: [4] [560/610] learning_rate: 0.299801 loss_vfl: 0.985259 loss_bbox: 0.344705 loss_dfl: 0.204128 loss: 1.534104 eta: 4 days, 1:33:09 batch_cost: 1.9644 data_cost: 0.0011 ips: 24.4347 images/s [10/23 01:22:42] ppdet.engine INFO: Epoch: [4] [580/610] learning_rate: 0.299798 loss_vfl: 1.009856 loss_bbox: 0.349034 loss_dfl: 0.207691 loss: 1.568358 eta: 4 days, 1:31:43 batch_cost: 1.9113 data_cost: 0.0010 ips: 25.1134 images/s [10/23 01:23:22] ppdet.engine INFO: Epoch: [4] [600/610] learning_rate: 0.299796 loss_vfl: 0.993412 loss_bbox: 0.368365 loss_dfl: 0.224292 loss: 1.578382 eta: 4 days, 1:28:39 batch_cost: 1.8285 data_cost: 0.0010 ips: 26.2511 images/s [10/23 01:23:53] ppdet.engine INFO: Epoch: [5] [ 0/610] learning_rate: 0.299794 loss_vfl: 1.016268 loss_bbox: 0.371913 loss_dfl: 0.219278 loss: 1.588245 eta: 4 days, 1:36:03 batch_cost: 2.2434 data_cost: 0.2171 ips: 21.3960 images/s [10/23 01:24:37] ppdet.engine INFO: Epoch: [5] [ 20/610] learning_rate: 0.299792 loss_vfl: 0.974079 loss_bbox: 0.366998 loss_dfl: 0.216709 loss: 1.556486 eta: 4 days, 1:36:17 batch_cost: 1.9979 data_cost: 0.0013 ips: 24.0257 images/s [10/23 01:25:19] ppdet.engine INFO: Epoch: [5] [ 40/610] learning_rate: 0.299789 loss_vfl: 0.994666 loss_bbox: 0.360335 loss_dfl: 0.211631 loss: 1.571176 eta: 4 days, 1:35:01 batch_cost: 1.9211 data_cost: 0.0011 ips: 24.9850 images/s [10/23 01:26:02] ppdet.engine INFO: Epoch: [5] [ 60/610] learning_rate: 0.299786 loss_vfl: 0.985991 loss_bbox: 0.346393 loss_dfl: 0.208819 loss: 1.565227 eta: 4 days, 1:32:58 batch_cost: 1.8805 data_cost: 0.0010 ips: 25.5245 images/s [10/23 01:26:44] ppdet.engine INFO: Epoch: [5] [ 80/610] learning_rate: 0.299784 loss_vfl: 0.973038 loss_bbox: 0.370147 loss_dfl: 0.222168 loss: 1.582599 eta: 4 days, 1:31:46 batch_cost: 1.9230 data_cost: 0.0012 ips: 24.9613 images/s [10/23 01:27:27] ppdet.engine INFO: Epoch: [5] [100/610] learning_rate: 0.299781 loss_vfl: 0.982251 loss_bbox: 0.347568 loss_dfl: 0.212789 loss: 1.547998 eta: 4 days, 1:30:58 batch_cost: 1.9440 data_cost: 0.0010 ips: 24.6914 images/s [10/23 01:28:10] ppdet.engine INFO: Epoch: [5] [120/610] learning_rate: 0.299778 loss_vfl: 0.998339 loss_bbox: 0.341296 loss_dfl: 0.212197 loss: 1.563820 eta: 4 days, 1:29:18 batch_cost: 1.8984 data_cost: 0.0011 ips: 25.2845 images/s [10/23 01:28:53] ppdet.engine INFO: Epoch: [5] [140/610] learning_rate: 0.299775 loss_vfl: 1.016747 loss_bbox: 0.337906 loss_dfl: 0.211075 loss: 1.559454 eta: 4 days, 1:28:33 batch_cost: 1.9463 data_cost: 0.0010 ips: 24.6622 images/s [10/23 01:29:35] ppdet.engine INFO: Epoch: [5] [160/610] learning_rate: 0.299772 loss_vfl: 0.991800 loss_bbox: 0.350968 loss_dfl: 0.211349 loss: 1.542242 eta: 4 days, 1:27:24 batch_cost: 1.9250 data_cost: 0.0010 ips: 24.9357 images/s [10/23 01:30:17] ppdet.engine INFO: Epoch: [5] [180/610] learning_rate: 0.299769 loss_vfl: 0.970616 loss_bbox: 0.372261 loss_dfl: 0.216112 loss: 1.574933 eta: 4 days, 1:25:48 batch_cost: 1.9002 data_cost: 0.0010 ips: 25.2612 images/s [10/23 01:31:00] ppdet.engine INFO: Epoch: [5] [200/610] learning_rate: 0.299767 loss_vfl: 1.005323 loss_bbox: 0.383180 loss_dfl: 0.234494 loss: 1.618749 eta: 4 days, 1:25:02 batch_cost: 1.9451 data_cost: 0.0045 ips: 24.6776 images/s [10/23 01:31:44] ppdet.engine INFO: Epoch: [5] [220/610] learning_rate: 0.299764 loss_vfl: 0.994016 loss_bbox: 0.376930 loss_dfl: 0.219505 loss: 1.596008 eta: 4 days, 1:25:44 batch_cost: 2.0246 data_cost: 0.0011 ips: 23.7079 images/s [10/23 01:32:27] ppdet.engine INFO: Epoch: [5] [240/610] learning_rate: 0.299761 loss_vfl: 1.020978 loss_bbox: 0.350063 loss_dfl: 0.204944 loss: 1.565570 eta: 4 days, 1:24:00 batch_cost: 1.8919 data_cost: 0.0010 ips: 25.3715 images/s [10/23 01:33:10] ppdet.engine INFO: Epoch: [5] [260/610] learning_rate: 0.299758 loss_vfl: 0.979084 loss_bbox: 0.356047 loss_dfl: 0.216008 loss: 1.557652 eta: 4 days, 1:22:38 batch_cost: 1.9115 data_cost: 0.0011 ips: 25.1113 images/s [10/23 01:33:53] ppdet.engine INFO: Epoch: [5] [280/610] learning_rate: 0.299755 loss_vfl: 1.021583 loss_bbox: 0.348393 loss_dfl: 0.211366 loss: 1.584127 eta: 4 days, 1:21:36 batch_cost: 1.9297 data_cost: 0.0010 ips: 24.8747 images/s [10/23 01:34:35] ppdet.engine INFO: Epoch: [5] [300/610] learning_rate: 0.299752 loss_vfl: 1.003088 loss_bbox: 0.362923 loss_dfl: 0.216691 loss: 1.580409 eta: 4 days, 1:20:17 batch_cost: 1.9139 data_cost: 0.0010 ips: 25.0795 images/s [10/23 01:35:19] ppdet.engine INFO: Epoch: [5] [320/610] learning_rate: 0.299749 loss_vfl: 0.990070 loss_bbox: 0.346943 loss_dfl: 0.214754 loss: 1.557677 eta: 4 days, 1:19:59 batch_cost: 1.9700 data_cost: 0.0010 ips: 24.3653 images/s [10/23 01:36:02] ppdet.engine INFO: Epoch: [5] [340/610] learning_rate: 0.299746 loss_vfl: 0.985517 loss_bbox: 0.352879 loss_dfl: 0.205183 loss: 1.561912 eta: 4 days, 1:19:14 batch_cost: 1.9446 data_cost: 0.0010 ips: 24.6839 images/s [10/23 01:36:45] ppdet.engine INFO: Epoch: [5] [360/610] learning_rate: 0.299743 loss_vfl: 0.999952 loss_bbox: 0.359803 loss_dfl: 0.214468 loss: 1.572464 eta: 4 days, 1:19:14 batch_cost: 1.9877 data_cost: 0.0010 ips: 24.1482 images/s [10/23 01:37:27] ppdet.engine INFO: Epoch: [5] [380/610] learning_rate: 0.299740 loss_vfl: 1.017750 loss_bbox: 0.342151 loss_dfl: 0.200264 loss: 1.553605 eta: 4 days, 1:17:20 batch_cost: 1.8798 data_cost: 0.0011 ips: 25.5345 images/s [10/23 01:38:10] ppdet.engine INFO: Epoch: [5] [400/610] learning_rate: 0.299737 loss_vfl: 0.984748 loss_bbox: 0.357677 loss_dfl: 0.208602 loss: 1.566320 eta: 4 days, 1:16:32 batch_cost: 1.9411 data_cost: 0.0010 ips: 24.7278 images/s [10/23 01:38:52] ppdet.engine INFO: Epoch: [5] [420/610] learning_rate: 0.299734 loss_vfl: 1.007993 loss_bbox: 0.362733 loss_dfl: 0.210388 loss: 1.588847 eta: 4 days, 1:15:40 batch_cost: 1.9385 data_cost: 0.0010 ips: 24.7616 images/s [10/23 01:39:34] ppdet.engine INFO: Epoch: [5] [440/610] learning_rate: 0.299731 loss_vfl: 1.018330 loss_bbox: 0.364092 loss_dfl: 0.209501 loss: 1.573596 eta: 4 days, 1:14:22 batch_cost: 1.9119 data_cost: 0.0010 ips: 25.1064 images/s [10/23 01:40:17] ppdet.engine INFO: Epoch: [5] [460/610] learning_rate: 0.299728 loss_vfl: 0.997798 loss_bbox: 0.368917 loss_dfl: 0.215265 loss: 1.562344 eta: 4 days, 1:14:00 batch_cost: 1.9666 data_cost: 0.0010 ips: 24.4074 images/s [10/23 01:41:00] ppdet.engine INFO: Epoch: [5] [480/610] learning_rate: 0.299725 loss_vfl: 0.975056 loss_bbox: 0.375833 loss_dfl: 0.223492 loss: 1.573807 eta: 4 days, 1:13:38 batch_cost: 1.9677 data_cost: 0.0010 ips: 24.3942 images/s [10/23 01:41:44] ppdet.engine INFO: Epoch: [5] [500/610] learning_rate: 0.299722 loss_vfl: 0.993638 loss_bbox: 0.350259 loss_dfl: 0.213116 loss: 1.594216 eta: 4 days, 1:12:43 batch_cost: 1.9341 data_cost: 0.0010 ips: 24.8171 images/s [10/23 01:42:27] ppdet.engine INFO: Epoch: [5] [520/610] learning_rate: 0.299718 loss_vfl: 0.979653 loss_bbox: 0.342942 loss_dfl: 0.208339 loss: 1.568139 eta: 4 days, 1:12:12 batch_cost: 1.9583 data_cost: 0.0010 ips: 24.5109 images/s [10/23 01:43:11] ppdet.engine INFO: Epoch: [5] [540/610] learning_rate: 0.299715 loss_vfl: 0.987890 loss_bbox: 0.365702 loss_dfl: 0.219960 loss: 1.563433 eta: 4 days, 1:12:07 batch_cost: 1.9842 data_cost: 0.0010 ips: 24.1905 images/s [10/23 01:43:53] ppdet.engine INFO: Epoch: [5] [560/610] learning_rate: 0.299712 loss_vfl: 1.002192 loss_bbox: 0.339179 loss_dfl: 0.208421 loss: 1.549314 eta: 4 days, 1:10:39 batch_cost: 1.9008 data_cost: 0.0010 ips: 25.2530 images/s [10/23 01:44:36] ppdet.engine INFO: Epoch: [5] [580/610] learning_rate: 0.299709 loss_vfl: 0.980925 loss_bbox: 0.370905 loss_dfl: 0.214327 loss: 1.536554 eta: 4 days, 1:09:46 batch_cost: 1.9365 data_cost: 0.0010 ips: 24.7876 images/s [10/23 01:45:17] ppdet.engine INFO: Epoch: [5] [600/610] learning_rate: 0.299706 loss_vfl: 0.989554 loss_bbox: 0.358325 loss_dfl: 0.212131 loss: 1.541585 eta: 4 days, 1:08:16 batch_cost: 1.8984 data_cost: 0.0011 ips: 25.2850 images/s [10/23 01:45:49] ppdet.engine INFO: Epoch: [6] [ 0/610] learning_rate: 0.299704 loss_vfl: 0.985234 loss_bbox: 0.359552 loss_dfl: 0.212576 loss: 1.560778 eta: 4 days, 1:15:17 batch_cost: 2.3559 data_cost: 0.1604 ips: 20.3740 images/s [10/23 01:46:34] ppdet.engine INFO: Epoch: [6] [ 20/610] learning_rate: 0.299701 loss_vfl: 0.984796 loss_bbox: 0.325932 loss_dfl: 0.202300 loss: 1.519678 eta: 4 days, 1:15:34 batch_cost: 2.0099 data_cost: 0.0011 ips: 23.8818 images/s [10/23 01:47:17] ppdet.engine INFO: Epoch: [6] [ 40/610] learning_rate: 0.299698 loss_vfl: 0.988592 loss_bbox: 0.363476 loss_dfl: 0.215762 loss: 1.555041 eta: 4 days, 1:14:54 batch_cost: 1.9514 data_cost: 0.0011 ips: 24.5977 images/s [10/23 01:48:00] ppdet.engine INFO: Epoch: [6] [ 60/610] learning_rate: 0.299694 loss_vfl: 0.976206 loss_bbox: 0.350884 loss_dfl: 0.209962 loss: 1.526223 eta: 4 days, 1:14:39 batch_cost: 1.9778 data_cost: 0.0010 ips: 24.2692 images/s [10/23 01:48:44] ppdet.engine INFO: Epoch: [6] [ 80/610] learning_rate: 0.299691 loss_vfl: 0.975843 loss_bbox: 0.366143 loss_dfl: 0.218982 loss: 1.567741 eta: 4 days, 1:13:43 batch_cost: 1.9355 data_cost: 0.0010 ips: 24.7992 images/s [10/23 01:49:27] ppdet.engine INFO: Epoch: [6] [100/610] learning_rate: 0.299688 loss_vfl: 0.983892 loss_bbox: 0.337953 loss_dfl: 0.206240 loss: 1.536670 eta: 4 days, 1:12:29 batch_cost: 1.9152 data_cost: 0.0010 ips: 25.0632 images/s [10/23 01:50:10] ppdet.engine INFO: Epoch: [6] [120/610] learning_rate: 0.299684 loss_vfl: 0.980303 loss_bbox: 0.369514 loss_dfl: 0.219508 loss: 1.553045 eta: 4 days, 1:12:10 batch_cost: 1.9738 data_cost: 0.0010 ips: 24.3186 images/s [10/23 01:50:52] ppdet.engine INFO: Epoch: [6] [140/610] learning_rate: 0.299681 loss_vfl: 0.988430 loss_bbox: 0.356590 loss_dfl: 0.225890 loss: 1.575307 eta: 4 days, 1:10:55 batch_cost: 1.9143 data_cost: 0.0010 ips: 25.0744 images/s [10/23 01:51:34] ppdet.engine INFO: Epoch: [6] [160/610] learning_rate: 0.299678 loss_vfl: 0.980184 loss_bbox: 0.374209 loss_dfl: 0.221007 loss: 1.556590 eta: 4 days, 1:08:56 batch_cost: 1.8675 data_cost: 0.0010 ips: 25.7027 images/s [10/23 01:52:17] ppdet.engine INFO: Epoch: [6] [180/610] learning_rate: 0.299674 loss_vfl: 1.010128 loss_bbox: 0.347091 loss_dfl: 0.205048 loss: 1.547251 eta: 4 days, 1:08:01 batch_cost: 1.9349 data_cost: 0.0010 ips: 24.8075 images/s [10/23 01:53:01] ppdet.engine INFO: Epoch: [6] [200/610] learning_rate: 0.299671 loss_vfl: 0.980277 loss_bbox: 0.366119 loss_dfl: 0.218540 loss: 1.566433 eta: 4 days, 1:08:12 batch_cost: 2.0055 data_cost: 0.0010 ips: 23.9343 images/s [10/23 01:53:44] ppdet.engine INFO: Epoch: [6] [220/610] learning_rate: 0.299667 loss_vfl: 0.976199 loss_bbox: 0.354443 loss_dfl: 0.207893 loss: 1.531668 eta: 4 days, 1:07:37 batch_cost: 1.9561 data_cost: 0.0010 ips: 24.5380 images/s [10/23 01:54:27] ppdet.engine INFO: Epoch: [6] [240/610] learning_rate: 0.299664 loss_vfl: 0.969152 loss_bbox: 0.368468 loss_dfl: 0.212786 loss: 1.551533 eta: 4 days, 1:07:12 batch_cost: 1.9678 data_cost: 0.0011 ips: 24.3930 images/s [10/23 01:55:10] ppdet.engine INFO: Epoch: [6] [260/610] learning_rate: 0.299660 loss_vfl: 0.989900 loss_bbox: 0.341667 loss_dfl: 0.213518 loss: 1.547241 eta: 4 days, 1:06:33 batch_cost: 1.9514 data_cost: 0.0010 ips: 24.5977 images/s [10/23 01:55:53] ppdet.engine INFO: Epoch: [6] [280/610] learning_rate: 0.299657 loss_vfl: 0.981109 loss_bbox: 0.366739 loss_dfl: 0.219699 loss: 1.568455 eta: 4 days, 1:05:37 batch_cost: 1.9343 data_cost: 0.0010 ips: 24.8152 images/s [10/23 01:56:35] ppdet.engine INFO: Epoch: [6] [300/610] learning_rate: 0.299654 loss_vfl: 0.987034 loss_bbox: 0.357926 loss_dfl: 0.212080 loss: 1.551183 eta: 4 days, 1:04:20 batch_cost: 1.9093 data_cost: 0.0010 ips: 25.1396 images/s [10/23 01:57:18] ppdet.engine INFO: Epoch: [6] [320/610] learning_rate: 0.299650 loss_vfl: 0.978954 loss_bbox: 0.343880 loss_dfl: 0.203843 loss: 1.519646 eta: 4 days, 1:03:33 batch_cost: 1.9439 data_cost: 0.0010 ips: 24.6930 images/s [10/23 01:58:01] ppdet.engine INFO: Epoch: [6] [340/610] learning_rate: 0.299646 loss_vfl: 0.983233 loss_bbox: 0.369267 loss_dfl: 0.214866 loss: 1.591179 eta: 4 days, 1:02:57 batch_cost: 1.9553 data_cost: 0.0010 ips: 24.5490 images/s [10/23 01:58:44] ppdet.engine INFO: Epoch: [6] [360/610] learning_rate: 0.299643 loss_vfl: 0.977504 loss_bbox: 0.368793 loss_dfl: 0.219051 loss: 1.580416 eta: 4 days, 1:02:27 batch_cost: 1.9616 data_cost: 0.0010 ips: 24.4698 images/s [10/23 01:59:27] ppdet.engine INFO: Epoch: [6] [380/610] learning_rate: 0.299639 loss_vfl: 0.994773 loss_bbox: 0.378001 loss_dfl: 0.215668 loss: 1.579615 eta: 4 days, 1:01:59 batch_cost: 1.9647 data_cost: 0.0011 ips: 24.4308 images/s [10/23 02:00:11] ppdet.engine INFO: Epoch: [6] [400/610] learning_rate: 0.299636 loss_vfl: 0.978761 loss_bbox: 0.355647 loss_dfl: 0.209949 loss: 1.557023 eta: 4 days, 1:01:37 batch_cost: 1.9713 data_cost: 0.0011 ips: 24.3489 images/s [10/23 02:00:54] ppdet.engine INFO: Epoch: [6] [420/610] learning_rate: 0.299632 loss_vfl: 0.975257 loss_bbox: 0.366233 loss_dfl: 0.213403 loss: 1.563653 eta: 4 days, 1:01:40 batch_cost: 1.9992 data_cost: 0.0010 ips: 24.0098 images/s [10/23 02:01:37] ppdet.engine INFO: Epoch: [6] [440/610] learning_rate: 0.299629 loss_vfl: 0.977646 loss_bbox: 0.336282 loss_dfl: 0.207975 loss: 1.550027 eta: 4 days, 1:00:55 batch_cost: 1.9453 data_cost: 0.0010 ips: 24.6750 images/s [10/23 02:02:21] ppdet.engine INFO: Epoch: [6] [460/610] learning_rate: 0.299625 loss_vfl: 0.976237 loss_bbox: 0.343249 loss_dfl: 0.204992 loss: 1.519342 eta: 4 days, 1:00:42 batch_cost: 1.9830 data_cost: 0.0011 ips: 24.2062 images/s [10/23 02:03:05] ppdet.engine INFO: Epoch: [6] [480/610] learning_rate: 0.299621 loss_vfl: 0.990618 loss_bbox: 0.341711 loss_dfl: 0.209038 loss: 1.557251 eta: 4 days, 1:00:18 batch_cost: 1.9697 data_cost: 0.0010 ips: 24.3688 images/s [10/23 02:03:46] ppdet.engine INFO: Epoch: [6] [500/610] learning_rate: 0.299618 loss_vfl: 0.988486 loss_bbox: 0.358062 loss_dfl: 0.223182 loss: 1.551789 eta: 4 days, 0:59:05 batch_cost: 1.9123 data_cost: 0.0010 ips: 25.1006 images/s [10/23 02:04:29] ppdet.engine INFO: Epoch: [6] [520/610] learning_rate: 0.299614 loss_vfl: 0.977421 loss_bbox: 0.378167 loss_dfl: 0.224813 loss: 1.579580 eta: 4 days, 0:58:16 batch_cost: 1.9409 data_cost: 0.0010 ips: 24.7302 images/s [10/23 02:05:11] ppdet.engine INFO: Epoch: [6] [540/610] learning_rate: 0.299610 loss_vfl: 0.994328 loss_bbox: 0.360259 loss_dfl: 0.215716 loss: 1.562075 eta: 4 days, 0:57:25 batch_cost: 1.9382 data_cost: 0.0010 ips: 24.7650 images/s [10/23 02:05:54] ppdet.engine INFO: Epoch: [6] [560/610] learning_rate: 0.299607 loss_vfl: 0.980543 loss_bbox: 0.341725 loss_dfl: 0.202784 loss: 1.507477 eta: 4 days, 0:56:36 batch_cost: 1.9405 data_cost: 0.0010 ips: 24.7361 images/s [10/23 02:06:37] ppdet.engine INFO: Epoch: [6] [580/610] learning_rate: 0.299603 loss_vfl: 0.971419 loss_bbox: 0.349443 loss_dfl: 0.212716 loss: 1.552364 eta: 4 days, 0:55:16 batch_cost: 1.9038 data_cost: 0.0010 ips: 25.2133 images/s [10/23 02:07:18] ppdet.engine INFO: Epoch: [6] [600/610] learning_rate: 0.299599 loss_vfl: 1.004247 loss_bbox: 0.344715 loss_dfl: 0.210197 loss: 1.558545 eta: 4 days, 0:53:17 batch_cost: 1.8563 data_cost: 0.0010 ips: 25.8585 images/s [10/23 02:07:49] ppdet.engine INFO: Epoch: [7] [ 0/610] learning_rate: 0.299597 loss_vfl: 0.977147 loss_bbox: 0.359965 loss_dfl: 0.217099 loss: 1.548208 eta: 4 days, 0:58:21 batch_cost: 2.2588 data_cost: 0.2938 ips: 21.2498 images/s [10/23 02:08:33] ppdet.engine INFO: Epoch: [7] [ 20/610] learning_rate: 0.299593 loss_vfl: 0.976083 loss_bbox: 0.333093 loss_dfl: 0.206710 loss: 1.516846 eta: 4 days, 0:58:01 batch_cost: 1.9771 data_cost: 0.0010 ips: 24.2776 images/s [10/23 02:09:16] ppdet.engine INFO: Epoch: [7] [ 40/610] learning_rate: 0.299590 loss_vfl: 0.965838 loss_bbox: 0.354395 loss_dfl: 0.212329 loss: 1.541775 eta: 4 days, 0:57:11 batch_cost: 1.9401 data_cost: 0.0010 ips: 24.7409 images/s [10/23 02:09:58] ppdet.engine INFO: Epoch: [7] [ 60/610] learning_rate: 0.299586 loss_vfl: 0.954882 loss_bbox: 0.353187 loss_dfl: 0.216834 loss: 1.529259 eta: 4 days, 0:55:40 batch_cost: 1.8902 data_cost: 0.0011 ips: 25.3939 images/s [10/23 02:10:42] ppdet.engine INFO: Epoch: [7] [ 80/610] learning_rate: 0.299582 loss_vfl: 0.966909 loss_bbox: 0.389700 loss_dfl: 0.228454 loss: 1.592653 eta: 4 days, 0:54:56 batch_cost: 1.9470 data_cost: 0.0010 ips: 24.6533 images/s [10/23 02:11:25] ppdet.engine INFO: Epoch: [7] [100/610] learning_rate: 0.299578 loss_vfl: 0.970833 loss_bbox: 0.325790 loss_dfl: 0.203474 loss: 1.504814 eta: 4 days, 0:54:01 batch_cost: 1.9336 data_cost: 0.0010 ips: 24.8241 images/s [10/23 02:12:08] ppdet.engine INFO: Epoch: [7] [120/610] learning_rate: 0.299574 loss_vfl: 0.963628 loss_bbox: 0.332259 loss_dfl: 0.209088 loss: 1.552861 eta: 4 days, 0:53:25 batch_cost: 1.9563 data_cost: 0.0010 ips: 24.5355 images/s [10/23 02:12:51] ppdet.engine INFO: Epoch: [7] [140/610] learning_rate: 0.299570 loss_vfl: 0.981758 loss_bbox: 0.360644 loss_dfl: 0.206412 loss: 1.555572 eta: 4 days, 0:52:55 batch_cost: 1.9643 data_cost: 0.0010 ips: 24.4357 images/s [10/23 02:13:34] ppdet.engine INFO: Epoch: [7] [160/610] learning_rate: 0.299566 loss_vfl: 0.974491 loss_bbox: 0.339686 loss_dfl: 0.206528 loss: 1.529423 eta: 4 days, 0:51:29 batch_cost: 1.8947 data_cost: 0.0010 ips: 25.3344 images/s [10/23 02:14:17] ppdet.engine INFO: Epoch: [7] [180/610] learning_rate: 0.299563 loss_vfl: 0.975491 loss_bbox: 0.335483 loss_dfl: 0.204063 loss: 1.534329 eta: 4 days, 0:51:21 batch_cost: 1.9909 data_cost: 0.0010 ips: 24.1092 images/s [10/23 02:15:01] ppdet.engine INFO: Epoch: [7] [200/610] learning_rate: 0.299559 loss_vfl: 0.956791 loss_bbox: 0.351697 loss_dfl: 0.210051 loss: 1.535510 eta: 4 days, 0:51:00 batch_cost: 1.9749 data_cost: 0.0011 ips: 24.3048 images/s [10/23 02:15:44] ppdet.engine INFO: Epoch: [7] [220/610] learning_rate: 0.299555 loss_vfl: 0.962229 loss_bbox: 0.356151 loss_dfl: 0.209304 loss: 1.526782 eta: 4 days, 0:49:42 batch_cost: 1.9042 data_cost: 0.0010 ips: 25.2075 images/s [10/23 02:16:27] ppdet.engine INFO: Epoch: [7] [240/610] learning_rate: 0.299551 loss_vfl: 0.964224 loss_bbox: 0.363111 loss_dfl: 0.219268 loss: 1.535920 eta: 4 days, 0:49:05 batch_cost: 1.9553 data_cost: 0.0010 ips: 24.5487 images/s [10/23 02:17:09] ppdet.engine INFO: Epoch: [7] [260/610] learning_rate: 0.299547 loss_vfl: 0.972574 loss_bbox: 0.365616 loss_dfl: 0.215712 loss: 1.530404 eta: 4 days, 0:47:30 batch_cost: 1.8818 data_cost: 0.0017 ips: 25.5081 images/s [10/23 02:17:52] ppdet.engine INFO: Epoch: [7] [280/610] learning_rate: 0.299543 loss_vfl: 0.990560 loss_bbox: 0.355087 loss_dfl: 0.211380 loss: 1.541108 eta: 4 days, 0:46:50 batch_cost: 1.9517 data_cost: 0.0010 ips: 24.5934 images/s [10/23 02:18:35] ppdet.engine INFO: Epoch: [7] [300/610] learning_rate: 0.299539 loss_vfl: 0.959167 loss_bbox: 0.358415 loss_dfl: 0.210914 loss: 1.541916 eta: 4 days, 0:45:51 batch_cost: 1.9264 data_cost: 0.0010 ips: 24.9173 images/s [10/23 02:19:18] ppdet.engine INFO: Epoch: [7] [320/610] learning_rate: 0.299535 loss_vfl: 0.974653 loss_bbox: 0.355099 loss_dfl: 0.207593 loss: 1.518967 eta: 4 days, 0:44:27 batch_cost: 1.8950 data_cost: 0.0010 ips: 25.3296 images/s [10/23 02:20:00] ppdet.engine INFO: Epoch: [7] [340/610] learning_rate: 0.299531 loss_vfl: 0.981654 loss_bbox: 0.337246 loss_dfl: 0.207546 loss: 1.530591 eta: 4 days, 0:43:16 batch_cost: 1.9104 data_cost: 0.0011 ips: 25.1256 images/s [10/23 02:20:43] ppdet.engine INFO: Epoch: [7] [360/610] learning_rate: 0.299526 loss_vfl: 0.957863 loss_bbox: 0.350063 loss_dfl: 0.209072 loss: 1.520401 eta: 4 days, 0:42:26 batch_cost: 1.9381 data_cost: 0.0010 ips: 24.7667 images/s [10/23 02:21:25] ppdet.engine INFO: Epoch: [7] [380/610] learning_rate: 0.299522 loss_vfl: 0.992640 loss_bbox: 0.367123 loss_dfl: 0.214015 loss: 1.541886 eta: 4 days, 0:41:56 batch_cost: 1.9628 data_cost: 0.0010 ips: 24.4553 images/s [10/23 02:22:09] ppdet.engine INFO: Epoch: [7] [400/610] learning_rate: 0.299518 loss_vfl: 0.948482 loss_bbox: 0.357919 loss_dfl: 0.217337 loss: 1.546939 eta: 4 days, 0:41:16 batch_cost: 1.9513 data_cost: 0.0010 ips: 24.5994 images/s [10/23 02:22:52] ppdet.engine INFO: Epoch: [7] [420/610] learning_rate: 0.299514 loss_vfl: 0.981726 loss_bbox: 0.362562 loss_dfl: 0.209947 loss: 1.521591 eta: 4 days, 0:40:20 batch_cost: 1.9289 data_cost: 0.0010 ips: 24.8845 images/s [10/23 02:23:35] ppdet.engine INFO: Epoch: [7] [440/610] learning_rate: 0.299510 loss_vfl: 0.959868 loss_bbox: 0.341374 loss_dfl: 0.213705 loss: 1.517518 eta: 4 days, 0:40:04 batch_cost: 1.9829 data_cost: 0.0010 ips: 24.2075 images/s [10/23 02:24:18] ppdet.engine INFO: Epoch: [7] [460/610] learning_rate: 0.299506 loss_vfl: 0.971476 loss_bbox: 0.347523 loss_dfl: 0.210717 loss: 1.534570 eta: 4 days, 0:39:09 batch_cost: 1.9302 data_cost: 0.0010 ips: 24.8677 images/s [10/23 02:25:00] ppdet.engine INFO: Epoch: [7] [480/610] learning_rate: 0.299502 loss_vfl: 0.960608 loss_bbox: 0.343993 loss_dfl: 0.205447 loss: 1.526776 eta: 4 days, 0:37:59 batch_cost: 1.9113 data_cost: 0.0011 ips: 25.1134 images/s [10/23 02:25:43] ppdet.engine INFO: Epoch: [7] [500/610] learning_rate: 0.299497 loss_vfl: 0.965918 loss_bbox: 0.358871 loss_dfl: 0.216333 loss: 1.528658 eta: 4 days, 0:37:26 batch_cost: 1.9595 data_cost: 0.0010 ips: 24.4955 images/s [10/23 02:26:24] ppdet.engine INFO: Epoch: [7] [520/610] learning_rate: 0.299493 loss_vfl: 0.972268 loss_bbox: 0.335128 loss_dfl: 0.206262 loss: 1.552442 eta: 4 days, 0:35:50 batch_cost: 1.8749 data_cost: 0.0010 ips: 25.6019 images/s [10/23 02:27:07] ppdet.engine INFO: Epoch: [7] [540/610] learning_rate: 0.299489 loss_vfl: 0.962122 loss_bbox: 0.332888 loss_dfl: 0.208115 loss: 1.557697 eta: 4 days, 0:35:18 batch_cost: 1.9605 data_cost: 0.0010 ips: 24.4834 images/s [10/23 02:27:50] ppdet.engine INFO: Epoch: [7] [560/610] learning_rate: 0.299485 loss_vfl: 0.962856 loss_bbox: 0.345488 loss_dfl: 0.203597 loss: 1.512506 eta: 4 days, 0:34:05 batch_cost: 1.9058 data_cost: 0.0010 ips: 25.1864 images/s [10/23 02:28:32] ppdet.engine INFO: Epoch: [7] [580/610] learning_rate: 0.299480 loss_vfl: 0.971648 loss_bbox: 0.330036 loss_dfl: 0.204793 loss: 1.502203 eta: 4 days, 0:32:40 batch_cost: 1.8878 data_cost: 0.0010 ips: 25.4259 images/s [10/23 02:29:14] ppdet.engine INFO: Epoch: [7] [600/610] learning_rate: 0.299476 loss_vfl: 0.977620 loss_bbox: 0.337384 loss_dfl: 0.212644 loss: 1.531296 eta: 4 days, 0:30:54 batch_cost: 1.8596 data_cost: 0.0010 ips: 25.8127 images/s [10/23 02:29:46] ppdet.engine INFO: Epoch: [8] [ 0/610] learning_rate: 0.299474 loss_vfl: 0.966976 loss_bbox: 0.360848 loss_dfl: 0.213537 loss: 1.545186 eta: 4 days, 0:36:02 batch_cost: 2.3445 data_cost: 0.1480 ips: 20.4732 images/s [10/23 02:30:29] ppdet.engine INFO: Epoch: [8] [ 20/610] learning_rate: 0.299470 loss_vfl: 0.983226 loss_bbox: 0.319862 loss_dfl: 0.197818 loss: 1.505239 eta: 4 days, 0:35:36 batch_cost: 1.9703 data_cost: 0.0011 ips: 24.3619 images/s [10/23 02:31:13] ppdet.engine INFO: Epoch: [8] [ 40/610] learning_rate: 0.299465 loss_vfl: 0.951801 loss_bbox: 0.353712 loss_dfl: 0.208976 loss: 1.523786 eta: 4 days, 0:35:09 batch_cost: 1.9681 data_cost: 0.0010 ips: 24.3894 images/s [10/23 02:31:55] ppdet.engine INFO: Epoch: [8] [ 60/610] learning_rate: 0.299461 loss_vfl: 0.954033 loss_bbox: 0.347185 loss_dfl: 0.209860 loss: 1.527526 eta: 4 days, 0:33:37 batch_cost: 1.8794 data_cost: 0.0010 ips: 25.5401 images/s [10/23 02:32:39] ppdet.engine INFO: Epoch: [8] [ 80/610] learning_rate: 0.299457 loss_vfl: 0.944324 loss_bbox: 0.334876 loss_dfl: 0.204270 loss: 1.489752 eta: 4 days, 0:33:35 batch_cost: 2.0042 data_cost: 0.0010 ips: 23.9499 images/s [10/23 02:33:22] ppdet.engine INFO: Epoch: [8] [100/610] learning_rate: 0.299452 loss_vfl: 0.965231 loss_bbox: 0.356689 loss_dfl: 0.208075 loss: 1.563944 eta: 4 days, 0:32:57 batch_cost: 1.9538 data_cost: 0.0010 ips: 24.5677 images/s [10/23 02:34:05] ppdet.engine INFO: Epoch: [8] [120/610] learning_rate: 0.299448 loss_vfl: 0.954237 loss_bbox: 0.341214 loss_dfl: 0.210360 loss: 1.517171 eta: 4 days, 0:32:29 batch_cost: 1.9686 data_cost: 0.0010 ips: 24.3832 images/s [10/23 02:34:49] ppdet.engine INFO: Epoch: [8] [140/610] learning_rate: 0.299443 loss_vfl: 0.970252 loss_bbox: 0.340552 loss_dfl: 0.203603 loss: 1.505764 eta: 4 days, 0:32:04 batch_cost: 1.9712 data_cost: 0.0010 ips: 24.3509 images/s [10/23 02:35:31] ppdet.engine INFO: Epoch: [8] [160/610] learning_rate: 0.299439 loss_vfl: 0.964576 loss_bbox: 0.344372 loss_dfl: 0.216908 loss: 1.529989 eta: 4 days, 0:30:46 batch_cost: 1.8981 data_cost: 0.0010 ips: 25.2885 images/s [10/23 02:36:15] ppdet.engine INFO: Epoch: [8] [180/610] learning_rate: 0.299434 loss_vfl: 0.980271 loss_bbox: 0.314928 loss_dfl: 0.193567 loss: 1.518040 eta: 4 days, 0:30:49 batch_cost: 2.0116 data_cost: 0.0010 ips: 23.8619 images/s [10/23 02:36:57] ppdet.engine INFO: Epoch: [8] [200/610] learning_rate: 0.299430 loss_vfl: 0.951900 loss_bbox: 0.344738 loss_dfl: 0.205815 loss: 1.527946 eta: 4 days, 0:29:54 batch_cost: 1.9307 data_cost: 0.0010 ips: 24.8614 images/s [10/23 02:37:40] ppdet.engine INFO: Epoch: [8] [220/610] learning_rate: 0.299425 loss_vfl: 0.966863 loss_bbox: 0.366141 loss_dfl: 0.219594 loss: 1.584310 eta: 4 days, 0:28:50 batch_cost: 1.9160 data_cost: 0.0011 ips: 25.0521 images/s [10/23 02:38:22] ppdet.engine INFO: Epoch: [8] [240/610] learning_rate: 0.299421 loss_vfl: 0.973803 loss_bbox: 0.326311 loss_dfl: 0.200047 loss: 1.494488 eta: 4 days, 0:27:48 batch_cost: 1.9203 data_cost: 0.0010 ips: 24.9967 images/s [10/23 02:39:03] ppdet.engine INFO: Epoch: [8] [260/610] learning_rate: 0.299416 loss_vfl: 0.968229 loss_bbox: 0.349477 loss_dfl: 0.211847 loss: 1.535599 eta: 4 days, 0:25:40 batch_cost: 1.8235 data_cost: 0.0010 ips: 26.3229 images/s [10/23 02:39:45] ppdet.engine INFO: Epoch: [8] [280/610] learning_rate: 0.299412 loss_vfl: 0.960064 loss_bbox: 0.356181 loss_dfl: 0.213984 loss: 1.532829 eta: 4 days, 0:24:34 batch_cost: 1.9122 data_cost: 0.0010 ips: 25.1021 images/s [10/23 02:40:28] ppdet.engine INFO: Epoch: [8] [300/610] learning_rate: 0.299407 loss_vfl: 0.999481 loss_bbox: 0.333512 loss_dfl: 0.206088 loss: 1.530501 eta: 4 days, 0:23:28 batch_cost: 1.9121 data_cost: 0.0010 ips: 25.1032 images/s [10/23 02:41:10] ppdet.engine INFO: Epoch: [8] [320/610] learning_rate: 0.299403 loss_vfl: 0.988741 loss_bbox: 0.330815 loss_dfl: 0.208564 loss: 1.522387 eta: 4 days, 0:22:11 batch_cost: 1.8966 data_cost: 0.0011 ips: 25.3090 images/s [10/23 02:41:52] ppdet.engine INFO: Epoch: [8] [340/610] learning_rate: 0.299398 loss_vfl: 0.969422 loss_bbox: 0.332262 loss_dfl: 0.203962 loss: 1.501392 eta: 4 days, 0:20:43 batch_cost: 1.8787 data_cost: 0.0010 ips: 25.5490 images/s [10/23 02:42:34] ppdet.engine INFO: Epoch: [8] [360/610] learning_rate: 0.299394 loss_vfl: 0.985756 loss_bbox: 0.358611 loss_dfl: 0.210177 loss: 1.548750 eta: 4 days, 0:19:17 batch_cost: 1.8827 data_cost: 0.0010 ips: 25.4959 images/s [10/23 02:43:17] ppdet.engine INFO: Epoch: [8] [380/610] learning_rate: 0.299389 loss_vfl: 0.947737 loss_bbox: 0.356493 loss_dfl: 0.213889 loss: 1.522503 eta: 4 days, 0:18:24 batch_cost: 1.9292 data_cost: 0.0010 ips: 24.8812 images/s [10/23 02:44:00] ppdet.engine INFO: Epoch: [8] [400/610] learning_rate: 0.299384 loss_vfl: 0.960908 loss_bbox: 0.365147 loss_dfl: 0.210545 loss: 1.531386 eta: 4 days, 0:18:02 batch_cost: 1.9768 data_cost: 0.0010 ips: 24.2817 images/s [10/23 02:44:43] ppdet.engine INFO: Epoch: [8] [420/610] learning_rate: 0.299380 loss_vfl: 0.963624 loss_bbox: 0.329859 loss_dfl: 0.201371 loss: 1.510700 eta: 4 days, 0:17:06 batch_cost: 1.9243 data_cost: 0.0010 ips: 24.9436 images/s [10/23 02:45:26] ppdet.engine INFO: Epoch: [8] [440/610] learning_rate: 0.299375 loss_vfl: 0.952685 loss_bbox: 0.373644 loss_dfl: 0.222909 loss: 1.561259 eta: 4 days, 0:16:17 batch_cost: 1.9367 data_cost: 0.0010 ips: 24.7848 images/s [10/23 02:46:08] ppdet.engine INFO: Epoch: [8] [460/610] learning_rate: 0.299370 loss_vfl: 0.980317 loss_bbox: 0.316664 loss_dfl: 0.198887 loss: 1.491741 eta: 4 days, 0:15:16 batch_cost: 1.9176 data_cost: 0.0010 ips: 25.0310 images/s [10/23 02:46:50] ppdet.engine INFO: Epoch: [8] [480/610] learning_rate: 0.299365 loss_vfl: 0.979632 loss_bbox: 0.364563 loss_dfl: 0.212439 loss: 1.532752 eta: 4 days, 0:14:20 batch_cost: 1.9247 data_cost: 0.0010 ips: 24.9395 images/s [10/23 02:47:33] ppdet.engine INFO: Epoch: [8] [500/610] learning_rate: 0.299361 loss_vfl: 0.947701 loss_bbox: 0.371171 loss_dfl: 0.223242 loss: 1.544906 eta: 4 days, 0:13:24 batch_cost: 1.9244 data_cost: 0.0011 ips: 24.9434 images/s [10/23 02:48:16] ppdet.engine INFO: Epoch: [8] [520/610] learning_rate: 0.299356 loss_vfl: 0.952424 loss_bbox: 0.346448 loss_dfl: 0.206760 loss: 1.503139 eta: 4 days, 0:12:31 batch_cost: 1.9290 data_cost: 0.0010 ips: 24.8828 images/s [10/23 02:48:57] ppdet.engine INFO: Epoch: [8] [540/610] learning_rate: 0.299351 loss_vfl: 0.961567 loss_bbox: 0.355461 loss_dfl: 0.208385 loss: 1.530668 eta: 4 days, 0:11:02 batch_cost: 1.8734 data_cost: 0.0014 ips: 25.6221 images/s [10/23 02:49:40] ppdet.engine INFO: Epoch: [8] [560/610] learning_rate: 0.299346 loss_vfl: 0.971444 loss_bbox: 0.338972 loss_dfl: 0.208324 loss: 1.519423 eta: 4 days, 0:10:01 batch_cost: 1.9162 data_cost: 0.0011 ips: 25.0490 images/s [10/23 02:50:22] ppdet.engine INFO: Epoch: [8] [580/610] learning_rate: 0.299342 loss_vfl: 0.995629 loss_bbox: 0.317608 loss_dfl: 0.194340 loss: 1.524739 eta: 4 days, 0:08:55 batch_cost: 1.9090 data_cost: 0.0010 ips: 25.1446 images/s [10/23 02:51:03] ppdet.engine INFO: Epoch: [8] [600/610] learning_rate: 0.299337 loss_vfl: 0.962518 loss_bbox: 0.347990 loss_dfl: 0.211346 loss: 1.521828 eta: 4 days, 0:07:43 batch_cost: 1.8982 data_cost: 0.0011 ips: 25.2869 images/s [10/23 02:51:34] ppdet.engine INFO: Epoch: [9] [ 0/610] learning_rate: 0.299334 loss_vfl: 0.965528 loss_bbox: 0.339273 loss_dfl: 0.208301 loss: 1.518279 eta: 4 days, 0:11:28 batch_cost: 2.2785 data_cost: 0.1963 ips: 21.0664 images/s [10/23 02:52:20] ppdet.engine INFO: Epoch: [9] [ 20/610] learning_rate: 0.299329 loss_vfl: 0.963242 loss_bbox: 0.335177 loss_dfl: 0.205149 loss: 1.512430 eta: 4 days, 0:11:36 batch_cost: 2.0248 data_cost: 0.0010 ips: 23.7057 images/s [10/23 02:53:02] ppdet.engine INFO: Epoch: [9] [ 40/610] learning_rate: 0.299325 loss_vfl: 0.961605 loss_bbox: 0.344661 loss_dfl: 0.212909 loss: 1.517549 eta: 4 days, 0:10:33 batch_cost: 1.9137 data_cost: 0.0011 ips: 25.0829 images/s [10/23 02:53:45] ppdet.engine INFO: Epoch: [9] [ 60/610] learning_rate: 0.299320 loss_vfl: 0.975369 loss_bbox: 0.354899 loss_dfl: 0.204837 loss: 1.533708 eta: 4 days, 0:09:58 batch_cost: 1.9564 data_cost: 0.0011 ips: 24.5353 images/s [10/23 02:54:28] ppdet.engine INFO: Epoch: [9] [ 80/610] learning_rate: 0.299315 loss_vfl: 0.971883 loss_bbox: 0.336103 loss_dfl: 0.207041 loss: 1.508339 eta: 4 days, 0:09:22 batch_cost: 1.9561 data_cost: 0.0011 ips: 24.5386 images/s [10/23 02:55:11] ppdet.engine INFO: Epoch: [9] [100/610] learning_rate: 0.299310 loss_vfl: 0.964041 loss_bbox: 0.341457 loss_dfl: 0.206612 loss: 1.525701 eta: 4 days, 0:08:27 batch_cost: 1.9251 data_cost: 0.0010 ips: 24.9331 images/s [10/23 02:55:54] ppdet.engine INFO: Epoch: [9] [120/610] learning_rate: 0.299305 loss_vfl: 0.957236 loss_bbox: 0.328795 loss_dfl: 0.209488 loss: 1.501329 eta: 4 days, 0:08:00 batch_cost: 1.9704 data_cost: 0.0010 ips: 24.3611 images/s [10/23 02:56:37] ppdet.engine INFO: Epoch: [9] [140/610] learning_rate: 0.299300 loss_vfl: 0.946813 loss_bbox: 0.359455 loss_dfl: 0.216575 loss: 1.522866 eta: 4 days, 0:07:07 batch_cost: 1.9283 data_cost: 0.0011 ips: 24.8921 images/s [10/23 02:57:20] ppdet.engine INFO: Epoch: [9] [160/610] learning_rate: 0.299295 loss_vfl: 0.948856 loss_bbox: 0.339979 loss_dfl: 0.206166 loss: 1.499562 eta: 4 days, 0:06:32 batch_cost: 1.9573 data_cost: 0.0010 ips: 24.5234 images/s [10/23 02:58:03] ppdet.engine INFO: Epoch: [9] [180/610] learning_rate: 0.299290 loss_vfl: 0.961991 loss_bbox: 0.327800 loss_dfl: 0.200742 loss: 1.504524 eta: 4 days, 0:05:49 batch_cost: 1.9450 data_cost: 0.0010 ips: 24.6787 images/s [10/23 02:58:46] ppdet.engine INFO: Epoch: [9] [200/610] learning_rate: 0.299285 loss_vfl: 0.960113 loss_bbox: 0.328092 loss_dfl: 0.206477 loss: 1.514882 eta: 4 days, 0:05:15 batch_cost: 1.9587 data_cost: 0.0010 ips: 24.5057 images/s [10/23 02:59:28] ppdet.engine INFO: Epoch: [9] [220/610] learning_rate: 0.299280 loss_vfl: 0.968122 loss_bbox: 0.354741 loss_dfl: 0.212241 loss: 1.529815 eta: 4 days, 0:04:25 batch_cost: 1.9335 data_cost: 0.0010 ips: 24.8256 images/s [10/23 03:00:11] ppdet.engine INFO: Epoch: [9] [240/610] learning_rate: 0.299275 loss_vfl: 0.950800 loss_bbox: 0.345223 loss_dfl: 0.209845 loss: 1.542784 eta: 4 days, 0:03:12 batch_cost: 1.8958 data_cost: 0.0010 ips: 25.3186 images/s [10/23 03:00:54] ppdet.engine INFO: Epoch: [9] [260/610] learning_rate: 0.299270 loss_vfl: 0.978695 loss_bbox: 0.345481 loss_dfl: 0.212713 loss: 1.545039 eta: 4 days, 0:02:45 batch_cost: 1.9702 data_cost: 0.0010 ips: 24.3634 images/s [10/23 03:01:37] ppdet.engine INFO: Epoch: [9] [280/610] learning_rate: 0.299265 loss_vfl: 0.966987 loss_bbox: 0.341686 loss_dfl: 0.212801 loss: 1.540074 eta: 4 days, 0:02:16 batch_cost: 1.9673 data_cost: 0.0010 ips: 24.3994 images/s [10/23 03:02:21] ppdet.engine INFO: Epoch: [9] [300/610] learning_rate: 0.299260 loss_vfl: 0.956741 loss_bbox: 0.350102 loss_dfl: 0.206272 loss: 1.538106 eta: 4 days, 0:01:42 batch_cost: 1.9582 data_cost: 0.0010 ips: 24.5121 images/s [10/23 03:03:05] ppdet.engine INFO: Epoch: [9] [320/610] learning_rate: 0.299254 loss_vfl: 0.943338 loss_bbox: 0.363567 loss_dfl: 0.218136 loss: 1.520533 eta: 4 days, 0:01:50 batch_cost: 2.0291 data_cost: 0.0011 ips: 23.6554 images/s [10/23 03:03:48] ppdet.engine INFO: Epoch: [9] [340/610] learning_rate: 0.299249 loss_vfl: 0.962040 loss_bbox: 0.335910 loss_dfl: 0.197681 loss: 1.516510 eta: 4 days, 0:00:50 batch_cost: 1.9164 data_cost: 0.0010 ips: 25.0471 images/s [10/23 03:04:30] ppdet.engine INFO: Epoch: [9] [360/610] learning_rate: 0.299244 loss_vfl: 0.963500 loss_bbox: 0.343550 loss_dfl: 0.207802 loss: 1.510725 eta: 3 days, 23:59:46 batch_cost: 1.9097 data_cost: 0.0010 ips: 25.1351 images/s [10/23 03:05:12] ppdet.engine INFO: Epoch: [9] [380/610] learning_rate: 0.299239 loss_vfl: 0.958169 loss_bbox: 0.351119 loss_dfl: 0.205836 loss: 1.511778 eta: 3 days, 23:58:27 batch_cost: 1.8841 data_cost: 0.0010 ips: 25.4758 images/s [10/23 03:05:55] ppdet.engine INFO: Epoch: [9] [400/610] learning_rate: 0.299234 loss_vfl: 0.948961 loss_bbox: 0.339083 loss_dfl: 0.210455 loss: 1.494014 eta: 3 days, 23:57:14 batch_cost: 1.8948 data_cost: 0.0010 ips: 25.3331 images/s [10/23 03:06:38] ppdet.engine INFO: Epoch: [9] [420/610] learning_rate: 0.299229 loss_vfl: 0.951514 loss_bbox: 0.358863 loss_dfl: 0.215132 loss: 1.543228 eta: 3 days, 23:56:24 batch_cost: 1.9311 data_cost: 0.0010 ips: 24.8559 images/s [10/23 03:07:22] ppdet.engine INFO: Epoch: [9] [440/610] learning_rate: 0.299223 loss_vfl: 0.955256 loss_bbox: 0.341359 loss_dfl: 0.207793 loss: 1.512071 eta: 3 days, 23:56:29 batch_cost: 2.0238 data_cost: 0.0010 ips: 23.7179 images/s [10/23 03:08:04] ppdet.engine INFO: Epoch: [9] [460/610] learning_rate: 0.299218 loss_vfl: 0.936529 loss_bbox: 0.351750 loss_dfl: 0.215331 loss: 1.493665 eta: 3 days, 23:55:20 batch_cost: 1.9011 data_cost: 0.0010 ips: 25.2483 images/s [10/23 03:08:47] ppdet.engine INFO: Epoch: [9] [480/610] learning_rate: 0.299213 loss_vfl: 0.972225 loss_bbox: 0.324712 loss_dfl: 0.199253 loss: 1.498571 eta: 3 days, 23:54:37 batch_cost: 1.9432 data_cost: 0.0010 ips: 24.7010 images/s [10/23 03:09:30] ppdet.engine INFO: Epoch: [9] [500/610] learning_rate: 0.299208 loss_vfl: 0.950776 loss_bbox: 0.326965 loss_dfl: 0.207031 loss: 1.479539 eta: 3 days, 23:53:58 batch_cost: 1.9494 data_cost: 0.0011 ips: 24.6224 images/s [10/23 03:10:13] ppdet.engine INFO: Epoch: [9] [520/610] learning_rate: 0.299202 loss_vfl: 0.954153 loss_bbox: 0.364299 loss_dfl: 0.214115 loss: 1.531445 eta: 3 days, 23:53:06 batch_cost: 1.9289 data_cost: 0.0010 ips: 24.8846 images/s [10/23 03:10:56] ppdet.engine INFO: Epoch: [9] [540/610] learning_rate: 0.299197 loss_vfl: 0.981227 loss_bbox: 0.339408 loss_dfl: 0.208608 loss: 1.511438 eta: 3 days, 23:52:29 batch_cost: 1.9534 data_cost: 0.0010 ips: 24.5720 images/s [10/23 03:11:38] ppdet.engine INFO: Epoch: [9] [560/610] learning_rate: 0.299192 loss_vfl: 0.973690 loss_bbox: 0.339972 loss_dfl: 0.208130 loss: 1.537744 eta: 3 days, 23:51:01 batch_cost: 1.8674 data_cost: 0.0010 ips: 25.7042 images/s [10/23 03:12:22] ppdet.engine INFO: Epoch: [9] [580/610] learning_rate: 0.299186 loss_vfl: 0.983801 loss_bbox: 0.347618 loss_dfl: 0.206616 loss: 1.512018 eta: 3 days, 23:50:53 batch_cost: 2.0030 data_cost: 0.0010 ips: 23.9638 images/s [10/23 03:13:03] ppdet.engine INFO: Epoch: [9] [600/610] learning_rate: 0.299181 loss_vfl: 0.966069 loss_bbox: 0.339638 loss_dfl: 0.207978 loss: 1.519288 eta: 3 days, 23:49:52 batch_cost: 1.9119 data_cost: 0.0011 ips: 25.1059 images/s [10/23 03:13:23] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco loading annotations into memory... Done (t=0.79s) creating index... index created! loading annotations into memory... Done (t=1.40s) creating index... index created! [10/23 03:13:33] ppdet.engine INFO: Eval iter: 0 [10/23 03:14:00] ppdet.engine INFO: Eval iter: 100 [10/23 03:14:24] ppdet.engine INFO: Eval iter: 200 [10/23 03:14:47] ppdet.engine INFO: Eval iter: 300 [10/23 03:15:10] ppdet.engine INFO: Eval iter: 400 [10/23 03:15:35] ppdet.engine INFO: Eval iter: 500 [10/23 03:15:58] ppdet.engine INFO: Eval iter: 600 [10/23 03:16:17] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.00s) creating index... index created! [10/23 03:16:18] 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=98.35s). Accumulating evaluation results... DONE (t=17.70s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.268 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.411 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.280 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.092 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.277 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.439 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.255 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.403 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.430 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.159 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.473 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.668 [10/23 03:18:21] ppdet.engine INFO: Total sample number: 4952, averge FPS: 32.388401310330515 [10/23 03:18:21] ppdet.engine INFO: Best test bbox ap is 0.268. [10/23 03:18:21] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/23 03:18:23] ppdet.engine INFO: Epoch: [10] [ 0/610] learning_rate: 0.299178 loss_vfl: 0.955829 loss_bbox: 0.348258 loss_dfl: 0.215725 loss: 1.530308 eta: 3 days, 23:48:41 batch_cost: 1.8195 data_cost: 0.0011 ips: 26.3814 images/s [10/23 03:19:08] ppdet.engine INFO: Epoch: [10] [ 20/610] learning_rate: 0.299173 loss_vfl: 0.966390 loss_bbox: 0.314633 loss_dfl: 0.196102 loss: 1.499396 eta: 3 days, 23:48:28 batch_cost: 1.9954 data_cost: 0.0015 ips: 24.0557 images/s [10/23 03:19:53] ppdet.engine INFO: Epoch: [10] [ 40/610] learning_rate: 0.299167 loss_vfl: 0.959988 loss_bbox: 0.346748 loss_dfl: 0.212369 loss: 1.520238 eta: 3 days, 23:48:32 batch_cost: 2.0243 data_cost: 0.0013 ips: 23.7120 images/s [10/23 03:20:37] ppdet.engine INFO: Epoch: [10] [ 60/610] learning_rate: 0.299162 loss_vfl: 0.968245 loss_bbox: 0.321757 loss_dfl: 0.204992 loss: 1.509949 eta: 3 days, 23:47:51 batch_cost: 1.9468 data_cost: 0.0011 ips: 24.6554 images/s [10/23 03:21:20] ppdet.engine INFO: Epoch: [10] [ 80/610] learning_rate: 0.299157 loss_vfl: 0.950876 loss_bbox: 0.339486 loss_dfl: 0.211778 loss: 1.515553 eta: 3 days, 23:46:57 batch_cost: 1.9244 data_cost: 0.0011 ips: 24.9429 images/s [10/23 03:22:03] ppdet.engine INFO: Epoch: [10] [100/610] learning_rate: 0.299151 loss_vfl: 0.946254 loss_bbox: 0.322530 loss_dfl: 0.204196 loss: 1.476959 eta: 3 days, 23:46:18 batch_cost: 1.9500 data_cost: 0.0011 ips: 24.6149 images/s [10/23 03:22:47] ppdet.engine INFO: Epoch: [10] [120/610] learning_rate: 0.299146 loss_vfl: 0.969471 loss_bbox: 0.352381 loss_dfl: 0.215358 loss: 1.520324 eta: 3 days, 23:46:12 batch_cost: 2.0079 data_cost: 0.0011 ips: 23.9054 images/s [10/23 03:23:30] ppdet.engine INFO: Epoch: [10] [140/610] learning_rate: 0.299140 loss_vfl: 0.958975 loss_bbox: 0.327660 loss_dfl: 0.207670 loss: 1.500272 eta: 3 days, 23:45:10 batch_cost: 1.9092 data_cost: 0.0011 ips: 25.1413 images/s [10/23 03:24:11] ppdet.engine INFO: Epoch: [10] [160/610] learning_rate: 0.299135 loss_vfl: 0.946463 loss_bbox: 0.335701 loss_dfl: 0.200771 loss: 1.498008 eta: 3 days, 23:44:05 batch_cost: 1.9043 data_cost: 0.0021 ips: 25.2059 images/s [10/23 03:24:55] ppdet.engine INFO: Epoch: [10] [180/610] learning_rate: 0.299129 loss_vfl: 0.960909 loss_bbox: 0.344529 loss_dfl: 0.210336 loss: 1.537279 eta: 3 days, 23:43:18 batch_cost: 1.9363 data_cost: 0.0012 ips: 24.7890 images/s [10/23 03:25:39] ppdet.engine INFO: Epoch: [10] [200/610] learning_rate: 0.299124 loss_vfl: 0.984399 loss_bbox: 0.327083 loss_dfl: 0.210808 loss: 1.509731 eta: 3 days, 23:43:17 batch_cost: 2.0185 data_cost: 0.0011 ips: 23.7802 images/s [10/23 03:26:21] ppdet.engine INFO: Epoch: [10] [220/610] learning_rate: 0.299118 loss_vfl: 0.955206 loss_bbox: 0.341013 loss_dfl: 0.210539 loss: 1.518589 eta: 3 days, 23:42:23 batch_cost: 1.9233 data_cost: 0.0012 ips: 24.9573 images/s [10/23 03:27:03] ppdet.engine INFO: Epoch: [10] [240/610] learning_rate: 0.299112 loss_vfl: 0.974448 loss_bbox: 0.335824 loss_dfl: 0.201543 loss: 1.524645 eta: 3 days, 23:41:14 batch_cost: 1.8964 data_cost: 0.0011 ips: 25.3110 images/s [10/23 03:27:46] ppdet.engine INFO: Epoch: [10] [260/610] learning_rate: 0.299107 loss_vfl: 0.960950 loss_bbox: 0.344287 loss_dfl: 0.208810 loss: 1.521192 eta: 3 days, 23:40:17 batch_cost: 1.9164 data_cost: 0.0011 ips: 25.0466 images/s [10/23 03:28:30] ppdet.engine INFO: Epoch: [10] [280/610] learning_rate: 0.299101 loss_vfl: 0.964111 loss_bbox: 0.337142 loss_dfl: 0.208647 loss: 1.516032 eta: 3 days, 23:39:47 batch_cost: 1.9655 data_cost: 0.0011 ips: 24.4218 images/s [10/23 03:29:14] ppdet.engine INFO: Epoch: [10] [300/610] learning_rate: 0.299096 loss_vfl: 0.963562 loss_bbox: 0.354601 loss_dfl: 0.209629 loss: 1.532011 eta: 3 days, 23:39:29 batch_cost: 1.9887 data_cost: 0.0011 ips: 24.1366 images/s [10/23 03:29:57] ppdet.engine INFO: Epoch: [10] [320/610] learning_rate: 0.299090 loss_vfl: 0.940857 loss_bbox: 0.357947 loss_dfl: 0.219111 loss: 1.530433 eta: 3 days, 23:38:34 batch_cost: 1.9205 data_cost: 0.0011 ips: 24.9931 images/s [10/23 03:30:38] ppdet.engine INFO: Epoch: [10] [340/610] learning_rate: 0.299084 loss_vfl: 0.973083 loss_bbox: 0.309577 loss_dfl: 0.203948 loss: 1.491481 eta: 3 days, 23:37:27 batch_cost: 1.8992 data_cost: 0.0010 ips: 25.2743 images/s [10/23 03:31:21] ppdet.engine INFO: Epoch: [10] [360/610] learning_rate: 0.299079 loss_vfl: 0.953288 loss_bbox: 0.334473 loss_dfl: 0.205174 loss: 1.499395 eta: 3 days, 23:36:43 batch_cost: 1.9404 data_cost: 0.0010 ips: 24.7372 images/s [10/23 03:32:05] ppdet.engine INFO: Epoch: [10] [380/610] learning_rate: 0.299073 loss_vfl: 0.959810 loss_bbox: 0.316875 loss_dfl: 0.190578 loss: 1.504789 eta: 3 days, 23:36:10 batch_cost: 1.9607 data_cost: 0.0011 ips: 24.4811 images/s [10/23 03:32:48] ppdet.engine INFO: Epoch: [10] [400/610] learning_rate: 0.299067 loss_vfl: 0.946108 loss_bbox: 0.340671 loss_dfl: 0.208648 loss: 1.499567 eta: 3 days, 23:35:51 batch_cost: 1.9866 data_cost: 0.0010 ips: 24.1620 images/s [10/23 03:33:31] ppdet.engine INFO: Epoch: [10] [420/610] learning_rate: 0.299061 loss_vfl: 0.963413 loss_bbox: 0.331482 loss_dfl: 0.209926 loss: 1.502217 eta: 3 days, 23:35:25 batch_cost: 1.9745 data_cost: 0.0010 ips: 24.3100 images/s [10/23 03:34:15] ppdet.engine INFO: Epoch: [10] [440/610] learning_rate: 0.299056 loss_vfl: 0.962092 loss_bbox: 0.331233 loss_dfl: 0.207189 loss: 1.515301 eta: 3 days, 23:35:10 batch_cost: 1.9939 data_cost: 0.0011 ips: 24.0739 images/s [10/23 03:34:58] ppdet.engine INFO: Epoch: [10] [460/610] learning_rate: 0.299050 loss_vfl: 0.969382 loss_bbox: 0.347229 loss_dfl: 0.210315 loss: 1.549497 eta: 3 days, 23:34:39 batch_cost: 1.9657 data_cost: 0.0011 ips: 24.4182 images/s [10/23 03:35:41] ppdet.engine INFO: Epoch: [10] [480/610] learning_rate: 0.299044 loss_vfl: 0.956008 loss_bbox: 0.346182 loss_dfl: 0.216291 loss: 1.526149 eta: 3 days, 23:33:59 batch_cost: 1.9485 data_cost: 0.0011 ips: 24.6346 images/s [10/23 03:36:23] ppdet.engine INFO: Epoch: [10] [500/610] learning_rate: 0.299038 loss_vfl: 0.958338 loss_bbox: 0.320789 loss_dfl: 0.201086 loss: 1.502047 eta: 3 days, 23:33:11 batch_cost: 1.9327 data_cost: 0.0011 ips: 24.8351 images/s [10/23 03:37:08] ppdet.engine INFO: Epoch: [10] [520/610] learning_rate: 0.299032 loss_vfl: 0.976814 loss_bbox: 0.339915 loss_dfl: 0.206274 loss: 1.522561 eta: 3 days, 23:33:05 batch_cost: 2.0110 data_cost: 0.0011 ips: 23.8690 images/s [10/23 03:37:50] ppdet.engine INFO: Epoch: [10] [540/610] learning_rate: 0.299027 loss_vfl: 0.956627 loss_bbox: 0.340356 loss_dfl: 0.209624 loss: 1.502714 eta: 3 days, 23:32:32 batch_cost: 1.9634 data_cost: 0.0011 ips: 24.4479 images/s [10/23 03:38:33] ppdet.engine INFO: Epoch: [10] [560/610] learning_rate: 0.299021 loss_vfl: 0.956239 loss_bbox: 0.339805 loss_dfl: 0.211025 loss: 1.525859 eta: 3 days, 23:31:32 batch_cost: 1.9100 data_cost: 0.0010 ips: 25.1310 images/s [10/23 03:39:15] ppdet.engine INFO: Epoch: [10] [580/610] learning_rate: 0.299015 loss_vfl: 0.952894 loss_bbox: 0.344090 loss_dfl: 0.209608 loss: 1.504240 eta: 3 days, 23:30:31 batch_cost: 1.9081 data_cost: 0.0010 ips: 25.1564 images/s [10/23 03:39:57] ppdet.engine INFO: Epoch: [10] [600/610] learning_rate: 0.299009 loss_vfl: 0.972366 loss_bbox: 0.338739 loss_dfl: 0.207793 loss: 1.502006 eta: 3 days, 23:29:19 batch_cost: 1.8867 data_cost: 0.0011 ips: 25.4407 images/s [10/23 03:40:29] ppdet.engine INFO: Epoch: [11] [ 0/610] learning_rate: 0.299006 loss_vfl: 0.962428 loss_bbox: 0.335976 loss_dfl: 0.211032 loss: 1.484893 eta: 3 days, 23:32:34 batch_cost: 2.3243 data_cost: 0.2543 ips: 20.6514 images/s [10/23 03:41:15] ppdet.engine INFO: Epoch: [11] [ 20/610] learning_rate: 0.299000 loss_vfl: 0.961957 loss_bbox: 0.349637 loss_dfl: 0.215499 loss: 1.514812 eta: 3 days, 23:33:06 batch_cost: 2.0864 data_cost: 0.0013 ips: 23.0059 images/s [10/23 03:41:58] ppdet.engine INFO: Epoch: [11] [ 40/610] learning_rate: 0.298994 loss_vfl: 0.945251 loss_bbox: 0.352054 loss_dfl: 0.215551 loss: 1.508160 eta: 3 days, 23:32:07 batch_cost: 1.9144 data_cost: 0.0012 ips: 25.0732 images/s [10/23 03:42:41] ppdet.engine INFO: Epoch: [11] [ 60/610] learning_rate: 0.298988 loss_vfl: 0.948410 loss_bbox: 0.335131 loss_dfl: 0.205104 loss: 1.496319 eta: 3 days, 23:31:32 batch_cost: 1.9595 data_cost: 0.0052 ips: 24.4966 images/s [10/23 03:43:25] ppdet.engine INFO: Epoch: [11] [ 80/610] learning_rate: 0.298982 loss_vfl: 0.968842 loss_bbox: 0.323659 loss_dfl: 0.200728 loss: 1.482994 eta: 3 days, 23:31:04 batch_cost: 1.9721 data_cost: 0.0010 ips: 24.3398 images/s [10/23 03:44:08] ppdet.engine INFO: Epoch: [11] [100/610] learning_rate: 0.298976 loss_vfl: 0.964447 loss_bbox: 0.318873 loss_dfl: 0.194779 loss: 1.481659 eta: 3 days, 23:30:20 batch_cost: 1.9406 data_cost: 0.0010 ips: 24.7343 images/s [10/23 03:44:50] ppdet.engine INFO: Epoch: [11] [120/610] learning_rate: 0.298970 loss_vfl: 0.953259 loss_bbox: 0.325357 loss_dfl: 0.204891 loss: 1.481451 eta: 3 days, 23:29:18 batch_cost: 1.9078 data_cost: 0.0011 ips: 25.1596 images/s [10/23 03:45:33] ppdet.engine INFO: Epoch: [11] [140/610] learning_rate: 0.298964 loss_vfl: 0.933529 loss_bbox: 0.336431 loss_dfl: 0.214293 loss: 1.506606 eta: 3 days, 23:28:26 batch_cost: 1.9251 data_cost: 0.0011 ips: 24.9343 images/s [10/23 03:46:16] ppdet.engine INFO: Epoch: [11] [160/610] learning_rate: 0.298958 loss_vfl: 0.942064 loss_bbox: 0.353328 loss_dfl: 0.212079 loss: 1.510009 eta: 3 days, 23:28:04 batch_cost: 1.9862 data_cost: 0.0011 ips: 24.1663 images/s [10/23 03:47:00] ppdet.engine INFO: Epoch: [11] [180/610] learning_rate: 0.298952 loss_vfl: 0.938840 loss_bbox: 0.344586 loss_dfl: 0.213247 loss: 1.504029 eta: 3 days, 23:27:51 batch_cost: 2.0014 data_cost: 0.0011 ips: 23.9828 images/s [10/23 03:47:43] ppdet.engine INFO: Epoch: [11] [200/610] learning_rate: 0.298946 loss_vfl: 0.966730 loss_bbox: 0.348116 loss_dfl: 0.214839 loss: 1.504887 eta: 3 days, 23:27:18 batch_cost: 1.9624 data_cost: 0.0011 ips: 24.4597 images/s [10/23 03:48:26] ppdet.engine INFO: Epoch: [11] [220/610] learning_rate: 0.298940 loss_vfl: 0.947458 loss_bbox: 0.337995 loss_dfl: 0.205769 loss: 1.519009 eta: 3 days, 23:26:33 batch_cost: 1.9408 data_cost: 0.0011 ips: 24.7324 images/s [10/23 03:49:09] ppdet.engine INFO: Epoch: [11] [240/610] learning_rate: 0.298934 loss_vfl: 0.956948 loss_bbox: 0.340171 loss_dfl: 0.206116 loss: 1.507031 eta: 3 days, 23:25:52 batch_cost: 1.9469 data_cost: 0.0011 ips: 24.6551 images/s [10/23 03:49:52] ppdet.engine INFO: Epoch: [11] [260/610] learning_rate: 0.298927 loss_vfl: 0.971297 loss_bbox: 0.360908 loss_dfl: 0.219915 loss: 1.544070 eta: 3 days, 23:25:17 batch_cost: 1.9600 data_cost: 0.0010 ips: 24.4893 images/s [10/23 03:50:36] ppdet.engine INFO: Epoch: [11] [280/610] learning_rate: 0.298921 loss_vfl: 0.963014 loss_bbox: 0.350166 loss_dfl: 0.205678 loss: 1.510857 eta: 3 days, 23:24:39 batch_cost: 1.9528 data_cost: 0.0010 ips: 24.5802 images/s [10/23 03:51:18] ppdet.engine INFO: Epoch: [11] [300/610] learning_rate: 0.298915 loss_vfl: 0.974624 loss_bbox: 0.316380 loss_dfl: 0.194217 loss: 1.513886 eta: 3 days, 23:23:15 batch_cost: 1.8632 data_cost: 0.0011 ips: 25.7620 images/s [10/23 03:52:01] ppdet.engine INFO: Epoch: [11] [320/610] learning_rate: 0.298909 loss_vfl: 0.942966 loss_bbox: 0.331992 loss_dfl: 0.207137 loss: 1.508340 eta: 3 days, 23:22:43 batch_cost: 1.9648 data_cost: 0.0011 ips: 24.4304 images/s [10/23 03:52:44] ppdet.engine INFO: Epoch: [11] [340/610] learning_rate: 0.298903 loss_vfl: 0.950825 loss_bbox: 0.337923 loss_dfl: 0.208106 loss: 1.519378 eta: 3 days, 23:22:16 batch_cost: 1.9747 data_cost: 0.0011 ips: 24.3075 images/s [10/23 03:53:26] ppdet.engine INFO: Epoch: [11] [360/610] learning_rate: 0.298897 loss_vfl: 0.950105 loss_bbox: 0.338507 loss_dfl: 0.204761 loss: 1.492856 eta: 3 days, 23:21:10 batch_cost: 1.8984 data_cost: 0.0011 ips: 25.2838 images/s [10/23 03:54:09] ppdet.engine INFO: Epoch: [11] [380/610] learning_rate: 0.298890 loss_vfl: 0.941993 loss_bbox: 0.339181 loss_dfl: 0.207183 loss: 1.491644 eta: 3 days, 23:19:59 batch_cost: 1.8860 data_cost: 0.0010 ips: 25.4505 images/s [10/23 03:54:51] ppdet.engine INFO: Epoch: [11] [400/610] learning_rate: 0.298884 loss_vfl: 0.942424 loss_bbox: 0.313590 loss_dfl: 0.200357 loss: 1.462500 eta: 3 days, 23:18:38 batch_cost: 1.8667 data_cost: 0.0010 ips: 25.7133 images/s [10/23 03:55:34] ppdet.engine INFO: Epoch: [11] [420/610] learning_rate: 0.298878 loss_vfl: 0.944559 loss_bbox: 0.335710 loss_dfl: 0.202115 loss: 1.479625 eta: 3 days, 23:17:51 batch_cost: 1.9344 data_cost: 0.0010 ips: 24.8140 images/s [10/23 03:56:15] ppdet.engine INFO: Epoch: [11] [440/610] learning_rate: 0.298871 loss_vfl: 0.953406 loss_bbox: 0.344310 loss_dfl: 0.212255 loss: 1.490615 eta: 3 days, 23:16:52 batch_cost: 1.9087 data_cost: 0.0010 ips: 25.1480 images/s [10/23 03:56:58] ppdet.engine INFO: Epoch: [11] [460/610] learning_rate: 0.298865 loss_vfl: 0.957831 loss_bbox: 0.349338 loss_dfl: 0.205112 loss: 1.516477 eta: 3 days, 23:16:13 batch_cost: 1.9513 data_cost: 0.0036 ips: 24.5986 images/s [10/23 03:57:41] ppdet.engine INFO: Epoch: [11] [480/610] learning_rate: 0.298859 loss_vfl: 0.958385 loss_bbox: 0.341218 loss_dfl: 0.208170 loss: 1.507053 eta: 3 days, 23:15:29 batch_cost: 1.9413 data_cost: 0.0011 ips: 24.7257 images/s [10/23 03:58:24] ppdet.engine INFO: Epoch: [11] [500/610] learning_rate: 0.298852 loss_vfl: 0.946739 loss_bbox: 0.332005 loss_dfl: 0.211781 loss: 1.495779 eta: 3 days, 23:14:33 batch_cost: 1.9155 data_cost: 0.0011 ips: 25.0585 images/s [10/23 03:59:08] ppdet.engine INFO: Epoch: [11] [520/610] learning_rate: 0.298846 loss_vfl: 0.952610 loss_bbox: 0.344553 loss_dfl: 0.203886 loss: 1.483563 eta: 3 days, 23:14:05 batch_cost: 1.9724 data_cost: 0.0011 ips: 24.3354 images/s [10/23 03:59:50] ppdet.engine INFO: Epoch: [11] [540/610] learning_rate: 0.298840 loss_vfl: 0.967146 loss_bbox: 0.316589 loss_dfl: 0.195439 loss: 1.480312 eta: 3 days, 23:13:14 batch_cost: 1.9267 data_cost: 0.0011 ips: 24.9129 images/s [10/23 04:00:33] ppdet.engine INFO: Epoch: [11] [560/610] learning_rate: 0.298833 loss_vfl: 0.953934 loss_bbox: 0.341098 loss_dfl: 0.213220 loss: 1.503751 eta: 3 days, 23:12:20 batch_cost: 1.9182 data_cost: 0.0011 ips: 25.0237 images/s [10/23 04:01:15] ppdet.engine INFO: Epoch: [11] [580/610] learning_rate: 0.298827 loss_vfl: 0.959824 loss_bbox: 0.328398 loss_dfl: 0.205214 loss: 1.500279 eta: 3 days, 23:11:32 batch_cost: 1.9327 data_cost: 0.0010 ips: 24.8353 images/s [10/23 04:01:58] ppdet.engine INFO: Epoch: [11] [600/610] learning_rate: 0.298820 loss_vfl: 0.920909 loss_bbox: 0.354539 loss_dfl: 0.209862 loss: 1.496643 eta: 3 days, 23:10:45 batch_cost: 1.9325 data_cost: 0.0012 ips: 24.8380 images/s [10/23 04:02:30] ppdet.engine INFO: Epoch: [12] [ 0/610] learning_rate: 0.298817 loss_vfl: 0.934799 loss_bbox: 0.326401 loss_dfl: 0.201332 loss: 1.481285 eta: 3 days, 23:13:59 batch_cost: 2.3879 data_cost: 0.3246 ips: 20.1013 images/s [10/23 04:03:14] ppdet.engine INFO: Epoch: [12] [ 20/610] learning_rate: 0.298811 loss_vfl: 0.955970 loss_bbox: 0.337923 loss_dfl: 0.205799 loss: 1.493134 eta: 3 days, 23:13:37 batch_cost: 1.9853 data_cost: 0.0011 ips: 24.1772 images/s [10/23 04:03:57] ppdet.engine INFO: Epoch: [12] [ 40/610] learning_rate: 0.298804 loss_vfl: 0.946951 loss_bbox: 0.334262 loss_dfl: 0.201954 loss: 1.502809 eta: 3 days, 23:13:05 batch_cost: 1.9678 data_cost: 0.0011 ips: 24.3922 images/s [10/23 04:04:40] ppdet.engine INFO: Epoch: [12] [ 60/610] learning_rate: 0.298798 loss_vfl: 0.952487 loss_bbox: 0.331296 loss_dfl: 0.207792 loss: 1.478207 eta: 3 days, 23:12:17 batch_cost: 1.9321 data_cost: 0.0010 ips: 24.8437 images/s [10/23 04:05:23] ppdet.engine INFO: Epoch: [12] [ 80/610] learning_rate: 0.298791 loss_vfl: 0.995774 loss_bbox: 0.315637 loss_dfl: 0.200932 loss: 1.509152 eta: 3 days, 23:11:35 batch_cost: 1.9448 data_cost: 0.0010 ips: 24.6816 images/s [10/23 04:06:06] ppdet.engine INFO: Epoch: [12] [100/610] learning_rate: 0.298785 loss_vfl: 0.967713 loss_bbox: 0.317102 loss_dfl: 0.205259 loss: 1.487285 eta: 3 days, 23:10:47 batch_cost: 1.9325 data_cost: 0.0010 ips: 24.8388 images/s [10/23 04:06:49] ppdet.engine INFO: Epoch: [12] [120/610] learning_rate: 0.298778 loss_vfl: 0.936450 loss_bbox: 0.326667 loss_dfl: 0.208320 loss: 1.481986 eta: 3 days, 23:10:17 batch_cost: 1.9722 data_cost: 0.0011 ips: 24.3380 images/s [10/23 04:07:32] ppdet.engine INFO: Epoch: [12] [140/610] learning_rate: 0.298772 loss_vfl: 0.942803 loss_bbox: 0.333602 loss_dfl: 0.204292 loss: 1.502511 eta: 3 days, 23:09:33 batch_cost: 1.9405 data_cost: 0.0046 ips: 24.7358 images/s [10/23 04:08:15] ppdet.engine INFO: Epoch: [12] [160/610] learning_rate: 0.298765 loss_vfl: 0.976712 loss_bbox: 0.356349 loss_dfl: 0.212780 loss: 1.525779 eta: 3 days, 23:08:49 batch_cost: 1.9417 data_cost: 0.0011 ips: 24.7208 images/s [10/23 04:08:57] ppdet.engine INFO: Epoch: [12] [180/610] learning_rate: 0.298758 loss_vfl: 0.938248 loss_bbox: 0.357279 loss_dfl: 0.211538 loss: 1.508262 eta: 3 days, 23:07:44 batch_cost: 1.8958 data_cost: 0.0011 ips: 25.3195 images/s [10/23 04:09:40] ppdet.engine INFO: Epoch: [12] [200/610] learning_rate: 0.298752 loss_vfl: 0.944861 loss_bbox: 0.345590 loss_dfl: 0.206740 loss: 1.506022 eta: 3 days, 23:07:12 batch_cost: 1.9663 data_cost: 0.0010 ips: 24.4108 images/s [10/23 04:10:22] ppdet.engine INFO: Epoch: [12] [220/610] learning_rate: 0.298745 loss_vfl: 0.950836 loss_bbox: 0.345830 loss_dfl: 0.212350 loss: 1.492866 eta: 3 days, 23:06:16 batch_cost: 1.9139 data_cost: 0.0010 ips: 25.0799 images/s [10/23 04:11:05] ppdet.engine INFO: Epoch: [12] [240/610] learning_rate: 0.298738 loss_vfl: 0.939806 loss_bbox: 0.332297 loss_dfl: 0.205289 loss: 1.471953 eta: 3 days, 23:05:15 batch_cost: 1.9052 data_cost: 0.0011 ips: 25.1938 images/s [10/23 04:11:48] ppdet.engine INFO: Epoch: [12] [260/610] learning_rate: 0.298732 loss_vfl: 0.952139 loss_bbox: 0.338754 loss_dfl: 0.206600 loss: 1.509068 eta: 3 days, 23:04:26 batch_cost: 1.9296 data_cost: 0.0010 ips: 24.8759 images/s [10/23 04:12:31] ppdet.engine INFO: Epoch: [12] [280/610] learning_rate: 0.298725 loss_vfl: 0.955329 loss_bbox: 0.340068 loss_dfl: 0.208190 loss: 1.512507 eta: 3 days, 23:03:36 batch_cost: 1.9256 data_cost: 0.0010 ips: 24.9273 images/s [10/23 04:13:13] ppdet.engine INFO: Epoch: [12] [300/610] learning_rate: 0.298718 loss_vfl: 0.967361 loss_bbox: 0.342568 loss_dfl: 0.206044 loss: 1.519594 eta: 3 days, 23:02:56 batch_cost: 1.9494 data_cost: 0.0010 ips: 24.6228 images/s [10/23 04:13:58] ppdet.engine INFO: Epoch: [12] [320/610] learning_rate: 0.298712 loss_vfl: 0.966355 loss_bbox: 0.329618 loss_dfl: 0.195866 loss: 1.483415 eta: 3 days, 23:02:35 batch_cost: 1.9900 data_cost: 0.0010 ips: 24.1209 images/s [10/23 04:14:42] ppdet.engine INFO: Epoch: [12] [340/610] learning_rate: 0.298705 loss_vfl: 0.950413 loss_bbox: 0.346601 loss_dfl: 0.214660 loss: 1.503965 eta: 3 days, 23:02:23 batch_cost: 2.0103 data_cost: 0.0010 ips: 23.8765 images/s [10/23 04:15:25] ppdet.engine INFO: Epoch: [12] [360/610] learning_rate: 0.298698 loss_vfl: 0.954249 loss_bbox: 0.320454 loss_dfl: 0.200475 loss: 1.477791 eta: 3 days, 23:02:00 batch_cost: 1.9871 data_cost: 0.0011 ips: 24.1561 images/s [10/23 04:16:08] ppdet.engine INFO: Epoch: [12] [380/610] learning_rate: 0.298691 loss_vfl: 0.938832 loss_bbox: 0.357375 loss_dfl: 0.217539 loss: 1.515187 eta: 3 days, 23:01:22 batch_cost: 1.9539 data_cost: 0.0011 ips: 24.5658 images/s [10/23 04:16:51] ppdet.engine INFO: Epoch: [12] [400/610] learning_rate: 0.298685 loss_vfl: 0.953510 loss_bbox: 0.363089 loss_dfl: 0.216049 loss: 1.542776 eta: 3 days, 23:00:28 batch_cost: 1.9181 data_cost: 0.0011 ips: 25.0244 images/s [10/23 04:17:34] ppdet.engine INFO: Epoch: [12] [420/610] learning_rate: 0.298678 loss_vfl: 0.952296 loss_bbox: 0.335837 loss_dfl: 0.201301 loss: 1.493543 eta: 3 days, 22:59:50 batch_cost: 1.9547 data_cost: 0.0011 ips: 24.5557 images/s [10/23 04:18:16] ppdet.engine INFO: Epoch: [12] [440/610] learning_rate: 0.298671 loss_vfl: 0.969118 loss_bbox: 0.327043 loss_dfl: 0.203344 loss: 1.504796 eta: 3 days, 22:58:48 batch_cost: 1.8992 data_cost: 0.0010 ips: 25.2737 images/s [10/23 04:18:59] ppdet.engine INFO: Epoch: [12] [460/610] learning_rate: 0.298664 loss_vfl: 0.956171 loss_bbox: 0.351219 loss_dfl: 0.205348 loss: 1.498261 eta: 3 days, 22:58:03 batch_cost: 1.9386 data_cost: 0.0011 ips: 24.7603 images/s [10/23 04:19:43] ppdet.engine INFO: Epoch: [12] [480/610] learning_rate: 0.298657 loss_vfl: 0.945092 loss_bbox: 0.344455 loss_dfl: 0.209762 loss: 1.496715 eta: 3 days, 22:57:30 batch_cost: 1.9637 data_cost: 0.0011 ips: 24.4441 images/s [10/23 04:20:26] ppdet.engine INFO: Epoch: [12] [500/610] learning_rate: 0.298650 loss_vfl: 0.929166 loss_bbox: 0.361210 loss_dfl: 0.217795 loss: 1.528910 eta: 3 days, 22:56:58 batch_cost: 1.9666 data_cost: 0.0010 ips: 24.4075 images/s [10/23 04:21:09] ppdet.engine INFO: Epoch: [12] [520/610] learning_rate: 0.298643 loss_vfl: 0.950634 loss_bbox: 0.301566 loss_dfl: 0.196225 loss: 1.454827 eta: 3 days, 22:56:22 batch_cost: 1.9584 data_cost: 0.0010 ips: 24.5098 images/s [10/23 04:21:52] ppdet.engine INFO: Epoch: [12] [540/610] learning_rate: 0.298637 loss_vfl: 0.942820 loss_bbox: 0.340671 loss_dfl: 0.212506 loss: 1.503558 eta: 3 days, 22:55:44 batch_cost: 1.9544 data_cost: 0.0011 ips: 24.5598 images/s [10/23 04:22:36] ppdet.engine INFO: Epoch: [12] [560/610] learning_rate: 0.298630 loss_vfl: 0.952932 loss_bbox: 0.328868 loss_dfl: 0.198516 loss: 1.482014 eta: 3 days, 22:55:21 batch_cost: 1.9865 data_cost: 0.0011 ips: 24.1633 images/s [10/23 04:23:19] ppdet.engine INFO: Epoch: [12] [580/610] learning_rate: 0.298623 loss_vfl: 0.955051 loss_bbox: 0.352621 loss_dfl: 0.208507 loss: 1.500867 eta: 3 days, 22:55:00 batch_cost: 1.9913 data_cost: 0.0010 ips: 24.1044 images/s [10/23 04:24:01] ppdet.engine INFO: Epoch: [12] [600/610] learning_rate: 0.298616 loss_vfl: 0.957920 loss_bbox: 0.338129 loss_dfl: 0.213131 loss: 1.502132 eta: 3 days, 22:53:32 batch_cost: 1.8417 data_cost: 0.0011 ips: 26.0634 images/s [10/23 04:24:34] ppdet.engine INFO: Epoch: [13] [ 0/610] learning_rate: 0.298612 loss_vfl: 0.954164 loss_bbox: 0.319299 loss_dfl: 0.203039 loss: 1.483713 eta: 3 days, 22:56:31 batch_cost: 2.3123 data_cost: 0.3531 ips: 20.7586 images/s [10/23 04:25:17] ppdet.engine INFO: Epoch: [13] [ 20/610] learning_rate: 0.298605 loss_vfl: 0.961283 loss_bbox: 0.326083 loss_dfl: 0.203940 loss: 1.464710 eta: 3 days, 22:55:59 batch_cost: 1.9684 data_cost: 0.0011 ips: 24.3859 images/s [10/23 04:26:00] ppdet.engine INFO: Epoch: [13] [ 40/610] learning_rate: 0.298598 loss_vfl: 0.919034 loss_bbox: 0.326828 loss_dfl: 0.200965 loss: 1.484650 eta: 3 days, 22:55:07 batch_cost: 1.9221 data_cost: 0.0010 ips: 24.9723 images/s [10/23 04:26:43] ppdet.engine INFO: Epoch: [13] [ 60/610] learning_rate: 0.298591 loss_vfl: 0.923669 loss_bbox: 0.341474 loss_dfl: 0.202802 loss: 1.490995 eta: 3 days, 22:54:15 batch_cost: 1.9222 data_cost: 0.0010 ips: 24.9709 images/s [10/23 04:27:26] ppdet.engine INFO: Epoch: [13] [ 80/610] learning_rate: 0.298584 loss_vfl: 0.935755 loss_bbox: 0.355200 loss_dfl: 0.217149 loss: 1.492961 eta: 3 days, 22:53:39 batch_cost: 1.9592 data_cost: 0.0010 ips: 24.4996 images/s [10/23 04:28:08] ppdet.engine INFO: Epoch: [13] [100/610] learning_rate: 0.298577 loss_vfl: 0.948960 loss_bbox: 0.342404 loss_dfl: 0.205727 loss: 1.476505 eta: 3 days, 22:52:58 batch_cost: 1.9487 data_cost: 0.0010 ips: 24.6322 images/s [10/23 04:28:52] ppdet.engine INFO: Epoch: [13] [120/610] learning_rate: 0.298570 loss_vfl: 0.955585 loss_bbox: 0.300532 loss_dfl: 0.197894 loss: 1.472721 eta: 3 days, 22:52:20 batch_cost: 1.9551 data_cost: 0.0010 ips: 24.5517 images/s [10/23 04:29:37] ppdet.engine INFO: Epoch: [13] [140/610] learning_rate: 0.298563 loss_vfl: 0.965097 loss_bbox: 0.345042 loss_dfl: 0.211326 loss: 1.514225 eta: 3 days, 22:52:09 batch_cost: 2.0164 data_cost: 0.0010 ips: 23.8052 images/s [10/23 04:30:18] ppdet.engine INFO: Epoch: [13] [160/610] learning_rate: 0.298556 loss_vfl: 0.948123 loss_bbox: 0.337408 loss_dfl: 0.203252 loss: 1.475793 eta: 3 days, 22:51:00 batch_cost: 1.8835 data_cost: 0.0011 ips: 25.4844 images/s [10/23 04:31:01] ppdet.engine INFO: Epoch: [13] [180/610] learning_rate: 0.298549 loss_vfl: 0.942685 loss_bbox: 0.317016 loss_dfl: 0.189761 loss: 1.472224 eta: 3 days, 22:50:17 batch_cost: 1.9427 data_cost: 0.0012 ips: 24.7074 images/s [10/23 04:31:44] ppdet.engine INFO: Epoch: [13] [200/610] learning_rate: 0.298541 loss_vfl: 0.964109 loss_bbox: 0.352608 loss_dfl: 0.205644 loss: 1.511475 eta: 3 days, 22:49:43 batch_cost: 1.9645 data_cost: 0.0011 ips: 24.4342 images/s [10/23 04:32:27] ppdet.engine INFO: Epoch: [13] [220/610] learning_rate: 0.298534 loss_vfl: 0.935934 loss_bbox: 0.335525 loss_dfl: 0.204895 loss: 1.469399 eta: 3 days, 22:48:55 batch_cost: 1.9301 data_cost: 0.0011 ips: 24.8694 images/s [10/23 04:33:10] ppdet.engine INFO: Epoch: [13] [240/610] learning_rate: 0.298527 loss_vfl: 0.958930 loss_bbox: 0.334893 loss_dfl: 0.213221 loss: 1.511979 eta: 3 days, 22:48:04 batch_cost: 1.9258 data_cost: 0.0011 ips: 24.9252 images/s [10/23 04:33:54] ppdet.engine INFO: Epoch: [13] [260/610] learning_rate: 0.298520 loss_vfl: 0.960461 loss_bbox: 0.324314 loss_dfl: 0.206188 loss: 1.474457 eta: 3 days, 22:47:39 batch_cost: 1.9831 data_cost: 0.0011 ips: 24.2049 images/s [10/23 04:34:37] ppdet.engine INFO: Epoch: [13] [280/610] learning_rate: 0.298513 loss_vfl: 0.969402 loss_bbox: 0.329514 loss_dfl: 0.207330 loss: 1.508458 eta: 3 days, 22:46:53 batch_cost: 1.9375 data_cost: 0.0011 ips: 24.7737 images/s [10/23 04:35:20] ppdet.engine INFO: Epoch: [13] [300/610] learning_rate: 0.298505 loss_vfl: 0.935167 loss_bbox: 0.362993 loss_dfl: 0.214376 loss: 1.493974 eta: 3 days, 22:45:49 batch_cost: 1.8937 data_cost: 0.0010 ips: 25.3477 images/s [10/23 04:36:03] ppdet.engine INFO: Epoch: [13] [320/610] learning_rate: 0.298498 loss_vfl: 0.930878 loss_bbox: 0.340598 loss_dfl: 0.207718 loss: 1.482481 eta: 3 days, 22:45:02 batch_cost: 1.9326 data_cost: 0.0010 ips: 24.8364 images/s [10/23 04:36:45] ppdet.engine INFO: Epoch: [13] [340/610] learning_rate: 0.298491 loss_vfl: 0.930852 loss_bbox: 0.347036 loss_dfl: 0.210145 loss: 1.498842 eta: 3 days, 22:44:10 batch_cost: 1.9218 data_cost: 0.0011 ips: 24.9763 images/s [10/23 04:37:29] ppdet.engine INFO: Epoch: [13] [360/610] learning_rate: 0.298484 loss_vfl: 0.938534 loss_bbox: 0.354181 loss_dfl: 0.213664 loss: 1.510983 eta: 3 days, 22:43:38 batch_cost: 1.9680 data_cost: 0.0010 ips: 24.3908 images/s [10/23 04:38:13] ppdet.engine INFO: Epoch: [13] [380/610] learning_rate: 0.298476 loss_vfl: 0.958536 loss_bbox: 0.338355 loss_dfl: 0.202408 loss: 1.516282 eta: 3 days, 22:43:10 batch_cost: 1.9776 data_cost: 0.0010 ips: 24.2717 images/s [10/23 04:38:56] ppdet.engine INFO: Epoch: [13] [400/610] learning_rate: 0.298469 loss_vfl: 0.939031 loss_bbox: 0.338478 loss_dfl: 0.208636 loss: 1.499488 eta: 3 days, 22:42:31 batch_cost: 1.9523 data_cost: 0.0010 ips: 24.5861 images/s [10/23 04:39:39] ppdet.engine INFO: Epoch: [13] [420/610] learning_rate: 0.298462 loss_vfl: 0.943981 loss_bbox: 0.338400 loss_dfl: 0.201194 loss: 1.460001 eta: 3 days, 22:41:41 batch_cost: 1.9266 data_cost: 0.0011 ips: 24.9150 images/s [10/23 04:40:21] ppdet.engine INFO: Epoch: [13] [440/610] learning_rate: 0.298454 loss_vfl: 0.928959 loss_bbox: 0.324252 loss_dfl: 0.201161 loss: 1.475228 eta: 3 days, 22:40:39 batch_cost: 1.8963 data_cost: 0.0010 ips: 25.3126 images/s [10/23 04:41:05] ppdet.engine INFO: Epoch: [13] [460/610] learning_rate: 0.298447 loss_vfl: 0.957870 loss_bbox: 0.314992 loss_dfl: 0.195618 loss: 1.476209 eta: 3 days, 22:40:08 batch_cost: 1.9711 data_cost: 0.0010 ips: 24.3516 images/s [10/23 04:41:48] ppdet.engine INFO: Epoch: [13] [480/610] learning_rate: 0.298439 loss_vfl: 0.936970 loss_bbox: 0.337308 loss_dfl: 0.201035 loss: 1.506364 eta: 3 days, 22:39:14 batch_cost: 1.9152 data_cost: 0.0011 ips: 25.0630 images/s [10/23 04:42:31] ppdet.engine INFO: Epoch: [13] [500/610] learning_rate: 0.298432 loss_vfl: 0.938531 loss_bbox: 0.361652 loss_dfl: 0.215729 loss: 1.524756 eta: 3 days, 22:38:44 batch_cost: 1.9737 data_cost: 0.0010 ips: 24.3202 images/s [10/23 04:43:16] ppdet.engine INFO: Epoch: [13] [520/610] learning_rate: 0.298425 loss_vfl: 0.949918 loss_bbox: 0.359021 loss_dfl: 0.216308 loss: 1.521391 eta: 3 days, 22:38:25 batch_cost: 1.9998 data_cost: 0.0012 ips: 24.0026 images/s [10/23 04:43:59] ppdet.engine INFO: Epoch: [13] [540/610] learning_rate: 0.298417 loss_vfl: 0.929607 loss_bbox: 0.326129 loss_dfl: 0.209335 loss: 1.473636 eta: 3 days, 22:37:46 batch_cost: 1.9532 data_cost: 0.0011 ips: 24.5752 images/s [10/23 04:44:43] ppdet.engine INFO: Epoch: [13] [560/610] learning_rate: 0.298410 loss_vfl: 0.940828 loss_bbox: 0.334077 loss_dfl: 0.199346 loss: 1.469918 eta: 3 days, 22:36:53 batch_cost: 1.9164 data_cost: 0.0011 ips: 25.0467 images/s [10/23 04:45:25] ppdet.engine INFO: Epoch: [13] [580/610] learning_rate: 0.298402 loss_vfl: 0.957484 loss_bbox: 0.330920 loss_dfl: 0.211221 loss: 1.491948 eta: 3 days, 22:36:02 batch_cost: 1.9233 data_cost: 0.0011 ips: 24.9569 images/s [10/23 04:46:07] ppdet.engine INFO: Epoch: [13] [600/610] learning_rate: 0.298395 loss_vfl: 0.943762 loss_bbox: 0.334634 loss_dfl: 0.209848 loss: 1.508769 eta: 3 days, 22:35:04 batch_cost: 1.9054 data_cost: 0.0012 ips: 25.1921 images/s [10/23 04:46:41] ppdet.engine INFO: Epoch: [14] [ 0/610] learning_rate: 0.298391 loss_vfl: 0.961163 loss_bbox: 0.333300 loss_dfl: 0.203516 loss: 1.512307 eta: 3 days, 22:37:55 batch_cost: 2.3961 data_cost: 0.3170 ips: 20.0323 images/s [10/23 04:47:25] ppdet.engine INFO: Epoch: [14] [ 20/610] learning_rate: 0.298383 loss_vfl: 0.952006 loss_bbox: 0.326763 loss_dfl: 0.197599 loss: 1.486130 eta: 3 days, 22:37:28 batch_cost: 1.9811 data_cost: 0.0013 ips: 24.2292 images/s [10/23 04:48:08] ppdet.engine INFO: Epoch: [14] [ 40/610] learning_rate: 0.298376 loss_vfl: 0.954000 loss_bbox: 0.322477 loss_dfl: 0.201396 loss: 1.464483 eta: 3 days, 22:36:33 batch_cost: 1.9145 data_cost: 0.0011 ips: 25.0722 images/s [10/23 04:48:50] ppdet.engine INFO: Epoch: [14] [ 60/610] learning_rate: 0.298368 loss_vfl: 0.935406 loss_bbox: 0.326080 loss_dfl: 0.205179 loss: 1.474686 eta: 3 days, 22:35:35 batch_cost: 1.9060 data_cost: 0.0011 ips: 25.1830 images/s [10/23 04:49:34] ppdet.engine INFO: Epoch: [14] [ 80/610] learning_rate: 0.298361 loss_vfl: 0.945915 loss_bbox: 0.325169 loss_dfl: 0.199063 loss: 1.453042 eta: 3 days, 22:35:03 batch_cost: 1.9682 data_cost: 0.0011 ips: 24.3878 images/s [10/23 04:50:18] ppdet.engine INFO: Epoch: [14] [100/610] learning_rate: 0.298353 loss_vfl: 0.960665 loss_bbox: 0.341278 loss_dfl: 0.204772 loss: 1.521780 eta: 3 days, 22:34:46 batch_cost: 2.0078 data_cost: 0.0011 ips: 23.9068 images/s [10/23 04:51:01] ppdet.engine INFO: Epoch: [14] [120/610] learning_rate: 0.298345 loss_vfl: 0.955087 loss_bbox: 0.306415 loss_dfl: 0.194424 loss: 1.463628 eta: 3 days, 22:34:05 batch_cost: 1.9495 data_cost: 0.0010 ips: 24.6221 images/s [10/23 04:51:45] ppdet.engine INFO: Epoch: [14] [140/610] learning_rate: 0.298338 loss_vfl: 0.947046 loss_bbox: 0.335607 loss_dfl: 0.207106 loss: 1.493118 eta: 3 days, 22:33:40 batch_cost: 1.9866 data_cost: 0.0010 ips: 24.1613 images/s [10/23 04:52:28] ppdet.engine INFO: Epoch: [14] [160/610] learning_rate: 0.298330 loss_vfl: 0.941350 loss_bbox: 0.339232 loss_dfl: 0.205236 loss: 1.485194 eta: 3 days, 22:32:54 batch_cost: 1.9353 data_cost: 0.0010 ips: 24.8023 images/s [10/23 04:53:11] ppdet.engine INFO: Epoch: [14] [180/610] learning_rate: 0.298322 loss_vfl: 0.942586 loss_bbox: 0.324036 loss_dfl: 0.207406 loss: 1.478734 eta: 3 days, 22:32:23 batch_cost: 1.9732 data_cost: 0.0010 ips: 24.3256 images/s [10/23 04:53:54] ppdet.engine INFO: Epoch: [14] [200/610] learning_rate: 0.298315 loss_vfl: 0.945857 loss_bbox: 0.316948 loss_dfl: 0.198840 loss: 1.482415 eta: 3 days, 22:31:32 batch_cost: 1.9239 data_cost: 0.0011 ips: 24.9496 images/s [10/23 04:54:38] ppdet.engine INFO: Epoch: [14] [220/610] learning_rate: 0.298307 loss_vfl: 0.957121 loss_bbox: 0.329625 loss_dfl: 0.204690 loss: 1.489016 eta: 3 days, 22:31:03 batch_cost: 1.9782 data_cost: 0.0010 ips: 24.2645 images/s [10/23 04:55:21] ppdet.engine INFO: Epoch: [14] [240/610] learning_rate: 0.298299 loss_vfl: 0.942601 loss_bbox: 0.330546 loss_dfl: 0.196224 loss: 1.490724 eta: 3 days, 22:30:31 batch_cost: 1.9700 data_cost: 0.0010 ips: 24.3654 images/s [10/23 04:56:03] ppdet.engine INFO: Epoch: [14] [260/610] learning_rate: 0.298292 loss_vfl: 0.942626 loss_bbox: 0.327891 loss_dfl: 0.203422 loss: 1.488456 eta: 3 days, 22:29:21 batch_cost: 1.8734 data_cost: 0.0011 ips: 25.6220 images/s [10/23 04:56:46] ppdet.engine INFO: Epoch: [14] [280/610] learning_rate: 0.298284 loss_vfl: 0.942035 loss_bbox: 0.352449 loss_dfl: 0.213282 loss: 1.508794 eta: 3 days, 22:28:26 batch_cost: 1.9121 data_cost: 0.0011 ips: 25.1031 images/s [10/23 04:57:28] ppdet.engine INFO: Epoch: [14] [300/610] learning_rate: 0.298276 loss_vfl: 0.928006 loss_bbox: 0.339451 loss_dfl: 0.207210 loss: 1.483081 eta: 3 days, 22:27:44 batch_cost: 1.9461 data_cost: 0.0010 ips: 24.6641 images/s [10/23 04:58:12] ppdet.engine INFO: Epoch: [14] [320/610] learning_rate: 0.298268 loss_vfl: 0.956817 loss_bbox: 0.329877 loss_dfl: 0.203788 loss: 1.493940 eta: 3 days, 22:26:57 batch_cost: 1.9317 data_cost: 0.0011 ips: 24.8486 images/s [10/23 04:58:54] ppdet.engine INFO: Epoch: [14] [340/610] learning_rate: 0.298260 loss_vfl: 0.931005 loss_bbox: 0.317939 loss_dfl: 0.205671 loss: 1.460874 eta: 3 days, 22:26:05 batch_cost: 1.9209 data_cost: 0.0011 ips: 24.9885 images/s [10/23 04:59:37] ppdet.engine INFO: Epoch: [14] [360/610] learning_rate: 0.298253 loss_vfl: 0.940833 loss_bbox: 0.346439 loss_dfl: 0.209894 loss: 1.511791 eta: 3 days, 22:25:17 batch_cost: 1.9296 data_cost: 0.0011 ips: 24.8760 images/s [10/23 05:00:20] ppdet.engine INFO: Epoch: [14] [380/610] learning_rate: 0.298245 loss_vfl: 0.945579 loss_bbox: 0.320661 loss_dfl: 0.198404 loss: 1.455715 eta: 3 days, 22:24:32 batch_cost: 1.9377 data_cost: 0.0011 ips: 24.7715 images/s [10/23 05:01:02] ppdet.engine INFO: Epoch: [14] [400/610] learning_rate: 0.298237 loss_vfl: 0.928193 loss_bbox: 0.369403 loss_dfl: 0.219618 loss: 1.503215 eta: 3 days, 22:23:36 batch_cost: 1.9065 data_cost: 0.0010 ips: 25.1772 images/s [10/23 05:01:46] ppdet.engine INFO: Epoch: [14] [420/610] learning_rate: 0.298229 loss_vfl: 0.942475 loss_bbox: 0.312836 loss_dfl: 0.198802 loss: 1.459137 eta: 3 days, 22:22:56 batch_cost: 1.9518 data_cost: 0.0010 ips: 24.5922 images/s [10/23 05:02:28] ppdet.engine INFO: Epoch: [14] [440/610] learning_rate: 0.298221 loss_vfl: 0.950364 loss_bbox: 0.341720 loss_dfl: 0.213158 loss: 1.507869 eta: 3 days, 22:22:11 batch_cost: 1.9363 data_cost: 0.0011 ips: 24.7891 images/s [10/23 05:03:11] ppdet.engine INFO: Epoch: [14] [460/610] learning_rate: 0.298213 loss_vfl: 0.943978 loss_bbox: 0.346222 loss_dfl: 0.206973 loss: 1.495355 eta: 3 days, 22:21:24 batch_cost: 1.9315 data_cost: 0.0011 ips: 24.8513 images/s [10/23 05:03:54] ppdet.engine INFO: Epoch: [14] [480/610] learning_rate: 0.298205 loss_vfl: 0.930178 loss_bbox: 0.326337 loss_dfl: 0.200725 loss: 1.481163 eta: 3 days, 22:20:52 batch_cost: 1.9693 data_cost: 0.0010 ips: 24.3744 images/s [10/23 05:04:38] ppdet.engine INFO: Epoch: [14] [500/610] learning_rate: 0.298197 loss_vfl: 0.952045 loss_bbox: 0.349799 loss_dfl: 0.208742 loss: 1.494054 eta: 3 days, 22:20:25 batch_cost: 1.9843 data_cost: 0.0011 ips: 24.1901 images/s [10/23 05:05:20] ppdet.engine INFO: Epoch: [14] [520/610] learning_rate: 0.298189 loss_vfl: 0.946459 loss_bbox: 0.308268 loss_dfl: 0.197203 loss: 1.468002 eta: 3 days, 22:19:36 batch_cost: 1.9271 data_cost: 0.0011 ips: 24.9077 images/s [10/23 05:06:04] ppdet.engine INFO: Epoch: [14] [540/610] learning_rate: 0.298181 loss_vfl: 0.953590 loss_bbox: 0.344549 loss_dfl: 0.210262 loss: 1.509042 eta: 3 days, 22:18:59 batch_cost: 1.9586 data_cost: 0.0011 ips: 24.5068 images/s [10/23 05:06:47] ppdet.engine INFO: Epoch: [14] [560/610] learning_rate: 0.298173 loss_vfl: 0.951247 loss_bbox: 0.341925 loss_dfl: 0.209990 loss: 1.486794 eta: 3 days, 22:18:30 batch_cost: 1.9776 data_cost: 0.0011 ips: 24.2712 images/s [10/23 05:07:29] ppdet.engine INFO: Epoch: [14] [580/610] learning_rate: 0.298165 loss_vfl: 0.930405 loss_bbox: 0.338324 loss_dfl: 0.212376 loss: 1.502821 eta: 3 days, 22:17:20 batch_cost: 1.8695 data_cost: 0.0011 ips: 25.6750 images/s [10/23 05:08:10] ppdet.engine INFO: Epoch: [14] [600/610] learning_rate: 0.298157 loss_vfl: 0.949000 loss_bbox: 0.366788 loss_dfl: 0.217751 loss: 1.534657 eta: 3 days, 22:15:58 batch_cost: 1.8402 data_cost: 0.0011 ips: 26.0837 images/s [10/23 05:08:43] ppdet.engine INFO: Epoch: [15] [ 0/610] learning_rate: 0.298153 loss_vfl: 0.950826 loss_bbox: 0.356233 loss_dfl: 0.210798 loss: 1.515759 eta: 3 days, 22:18:38 batch_cost: 2.3488 data_cost: 0.3519 ips: 20.4362 images/s [10/23 05:09:28] ppdet.engine INFO: Epoch: [15] [ 20/610] learning_rate: 0.298145 loss_vfl: 0.945804 loss_bbox: 0.338205 loss_dfl: 0.207085 loss: 1.485587 eta: 3 days, 22:18:21 batch_cost: 2.0105 data_cost: 0.0013 ips: 23.8749 images/s [10/23 05:10:12] ppdet.engine INFO: Epoch: [15] [ 40/610] learning_rate: 0.298137 loss_vfl: 0.938672 loss_bbox: 0.300798 loss_dfl: 0.199915 loss: 1.454556 eta: 3 days, 22:17:49 batch_cost: 1.9715 data_cost: 0.0012 ips: 24.3466 images/s [10/23 05:10:55] ppdet.engine INFO: Epoch: [15] [ 60/610] learning_rate: 0.298129 loss_vfl: 0.927433 loss_bbox: 0.339173 loss_dfl: 0.205066 loss: 1.466547 eta: 3 days, 22:17:10 batch_cost: 1.9541 data_cost: 0.0010 ips: 24.5640 images/s [10/23 05:11:38] ppdet.engine INFO: Epoch: [15] [ 80/610] learning_rate: 0.298121 loss_vfl: 0.929316 loss_bbox: 0.332427 loss_dfl: 0.210808 loss: 1.462764 eta: 3 days, 22:16:15 batch_cost: 1.9114 data_cost: 0.0011 ips: 25.1119 images/s [10/23 05:12:21] ppdet.engine INFO: Epoch: [15] [100/610] learning_rate: 0.298113 loss_vfl: 0.948203 loss_bbox: 0.341873 loss_dfl: 0.212184 loss: 1.502145 eta: 3 days, 22:15:41 batch_cost: 1.9643 data_cost: 0.0010 ips: 24.4364 images/s [10/23 05:13:05] ppdet.engine INFO: Epoch: [15] [120/610] learning_rate: 0.298105 loss_vfl: 0.944546 loss_bbox: 0.303189 loss_dfl: 0.194143 loss: 1.458692 eta: 3 days, 22:15:19 batch_cost: 1.9997 data_cost: 0.0011 ips: 24.0037 images/s [10/23 05:13:48] ppdet.engine INFO: Epoch: [15] [140/610] learning_rate: 0.298096 loss_vfl: 0.952379 loss_bbox: 0.319428 loss_dfl: 0.199580 loss: 1.477735 eta: 3 days, 22:14:35 batch_cost: 1.9398 data_cost: 0.0011 ips: 24.7446 images/s [10/23 05:14:31] ppdet.engine INFO: Epoch: [15] [160/610] learning_rate: 0.298088 loss_vfl: 0.936164 loss_bbox: 0.346911 loss_dfl: 0.211421 loss: 1.509491 eta: 3 days, 22:13:51 batch_cost: 1.9400 data_cost: 0.0011 ips: 24.7419 images/s [10/23 05:15:13] ppdet.engine INFO: Epoch: [15] [180/610] learning_rate: 0.298080 loss_vfl: 0.938048 loss_bbox: 0.327882 loss_dfl: 0.206204 loss: 1.501790 eta: 3 days, 22:13:06 batch_cost: 1.9377 data_cost: 0.0011 ips: 24.7718 images/s [10/23 05:15:56] ppdet.engine INFO: Epoch: [15] [200/610] learning_rate: 0.298072 loss_vfl: 0.950383 loss_bbox: 0.364301 loss_dfl: 0.212080 loss: 1.506900 eta: 3 days, 22:12:24 batch_cost: 1.9446 data_cost: 0.0011 ips: 24.6843 images/s [10/23 05:16:39] ppdet.engine INFO: Epoch: [15] [220/610] learning_rate: 0.298064 loss_vfl: 0.927745 loss_bbox: 0.310802 loss_dfl: 0.194668 loss: 1.449432 eta: 3 days, 22:11:54 batch_cost: 1.9774 data_cost: 0.0011 ips: 24.2743 images/s [10/23 05:17:22] ppdet.engine INFO: Epoch: [15] [240/610] learning_rate: 0.298055 loss_vfl: 0.967341 loss_bbox: 0.303148 loss_dfl: 0.195176 loss: 1.479000 eta: 3 days, 22:11:17 batch_cost: 1.9582 data_cost: 0.0047 ips: 24.5119 images/s [10/23 05:18:05] ppdet.engine INFO: Epoch: [15] [260/610] learning_rate: 0.298047 loss_vfl: 0.943187 loss_bbox: 0.324137 loss_dfl: 0.201769 loss: 1.462557 eta: 3 days, 22:10:30 batch_cost: 1.9320 data_cost: 0.0010 ips: 24.8445 images/s [10/23 05:18:48] ppdet.engine INFO: Epoch: [15] [280/610] learning_rate: 0.298039 loss_vfl: 0.939487 loss_bbox: 0.341358 loss_dfl: 0.208847 loss: 1.486056 eta: 3 days, 22:09:44 batch_cost: 1.9334 data_cost: 0.0011 ips: 24.8264 images/s [10/23 05:19:31] ppdet.engine INFO: Epoch: [15] [300/610] learning_rate: 0.298030 loss_vfl: 0.933593 loss_bbox: 0.344644 loss_dfl: 0.214944 loss: 1.509881 eta: 3 days, 22:09:06 batch_cost: 1.9578 data_cost: 0.0011 ips: 24.5179 images/s [10/23 05:20:15] ppdet.engine INFO: Epoch: [15] [320/610] learning_rate: 0.298022 loss_vfl: 0.945020 loss_bbox: 0.340635 loss_dfl: 0.201481 loss: 1.487665 eta: 3 days, 22:08:53 batch_cost: 2.0244 data_cost: 0.0011 ips: 23.7112 images/s [10/23 05:20:58] ppdet.engine INFO: Epoch: [15] [340/610] learning_rate: 0.298014 loss_vfl: 0.920589 loss_bbox: 0.320177 loss_dfl: 0.201266 loss: 1.440628 eta: 3 days, 22:08:05 batch_cost: 1.9286 data_cost: 0.0011 ips: 24.8891 images/s [10/23 05:21:42] ppdet.engine INFO: Epoch: [15] [360/610] learning_rate: 0.298005 loss_vfl: 0.952894 loss_bbox: 0.328292 loss_dfl: 0.200476 loss: 1.490264 eta: 3 days, 22:07:38 batch_cost: 1.9860 data_cost: 0.0011 ips: 24.1695 images/s [10/23 05:22:25] ppdet.engine INFO: Epoch: [15] [380/610] learning_rate: 0.297997 loss_vfl: 0.935495 loss_bbox: 0.340469 loss_dfl: 0.209881 loss: 1.475108 eta: 3 days, 22:06:48 batch_cost: 1.9223 data_cost: 0.0011 ips: 24.9700 images/s [10/23 05:23:08] ppdet.engine INFO: Epoch: [15] [400/610] learning_rate: 0.297989 loss_vfl: 0.928015 loss_bbox: 0.330124 loss_dfl: 0.207184 loss: 1.456758 eta: 3 days, 22:06:06 batch_cost: 1.9441 data_cost: 0.0011 ips: 24.6902 images/s [10/23 05:23:51] ppdet.engine INFO: Epoch: [15] [420/610] learning_rate: 0.297980 loss_vfl: 0.927984 loss_bbox: 0.352906 loss_dfl: 0.219458 loss: 1.493546 eta: 3 days, 22:05:27 batch_cost: 1.9532 data_cost: 0.0010 ips: 24.5748 images/s [10/23 05:24:35] ppdet.engine INFO: Epoch: [15] [440/610] learning_rate: 0.297972 loss_vfl: 0.926906 loss_bbox: 0.323811 loss_dfl: 0.208105 loss: 1.468309 eta: 3 days, 22:04:50 batch_cost: 1.9610 data_cost: 0.0011 ips: 24.4772 images/s [10/23 05:25:18] ppdet.engine INFO: Epoch: [15] [460/610] learning_rate: 0.297963 loss_vfl: 0.957801 loss_bbox: 0.329078 loss_dfl: 0.205969 loss: 1.506363 eta: 3 days, 22:04:10 batch_cost: 1.9504 data_cost: 0.0011 ips: 24.6105 images/s [10/23 05:26:01] ppdet.engine INFO: Epoch: [15] [480/610] learning_rate: 0.297955 loss_vfl: 0.951437 loss_bbox: 0.339910 loss_dfl: 0.213059 loss: 1.499869 eta: 3 days, 22:03:28 batch_cost: 1.9436 data_cost: 0.0011 ips: 24.6971 images/s [10/23 05:26:45] ppdet.engine INFO: Epoch: [15] [500/610] learning_rate: 0.297946 loss_vfl: 0.953026 loss_bbox: 0.325781 loss_dfl: 0.197595 loss: 1.462365 eta: 3 days, 22:02:55 batch_cost: 1.9708 data_cost: 0.0011 ips: 24.3561 images/s [10/23 05:27:28] ppdet.engine INFO: Epoch: [15] [520/610] learning_rate: 0.297938 loss_vfl: 0.946313 loss_bbox: 0.316675 loss_dfl: 0.196857 loss: 1.468874 eta: 3 days, 22:02:24 batch_cost: 1.9752 data_cost: 0.0011 ips: 24.3016 images/s [10/23 05:28:10] ppdet.engine INFO: Epoch: [15] [540/610] learning_rate: 0.297929 loss_vfl: 0.936656 loss_bbox: 0.346708 loss_dfl: 0.210437 loss: 1.504672 eta: 3 days, 22:01:40 batch_cost: 1.9384 data_cost: 0.0011 ips: 24.7633 images/s [10/23 05:28:53] ppdet.engine INFO: Epoch: [15] [560/610] learning_rate: 0.297921 loss_vfl: 0.940274 loss_bbox: 0.323949 loss_dfl: 0.203404 loss: 1.482520 eta: 3 days, 22:00:53 batch_cost: 1.9326 data_cost: 0.0011 ips: 24.8372 images/s [10/23 05:29:36] ppdet.engine INFO: Epoch: [15] [580/610] learning_rate: 0.297912 loss_vfl: 0.957987 loss_bbox: 0.317709 loss_dfl: 0.200180 loss: 1.471757 eta: 3 days, 22:00:16 batch_cost: 1.9588 data_cost: 0.0011 ips: 24.5046 images/s [10/23 05:30:18] ppdet.engine INFO: Epoch: [15] [600/610] learning_rate: 0.297904 loss_vfl: 0.954934 loss_bbox: 0.307767 loss_dfl: 0.195596 loss: 1.448082 eta: 3 days, 21:59:07 batch_cost: 1.8672 data_cost: 0.0012 ips: 25.7067 images/s [10/23 05:30:48] ppdet.engine INFO: Epoch: [16] [ 0/610] learning_rate: 0.297899 loss_vfl: 0.928182 loss_bbox: 0.307767 loss_dfl: 0.193769 loss: 1.445745 eta: 3 days, 22:00:32 batch_cost: 2.1801 data_cost: 0.1145 ips: 22.0171 images/s [10/23 05:31:35] ppdet.engine INFO: Epoch: [16] [ 20/610] learning_rate: 0.297891 loss_vfl: 0.932934 loss_bbox: 0.337870 loss_dfl: 0.205421 loss: 1.467009 eta: 3 days, 22:01:01 batch_cost: 2.1474 data_cost: 0.0012 ips: 22.3529 images/s [10/23 05:32:19] ppdet.engine INFO: Epoch: [16] [ 40/610] learning_rate: 0.297882 loss_vfl: 0.932964 loss_bbox: 0.355999 loss_dfl: 0.217271 loss: 1.514693 eta: 3 days, 22:00:39 batch_cost: 2.0020 data_cost: 0.0055 ips: 23.9757 images/s [10/23 05:33:02] ppdet.engine INFO: Epoch: [16] [ 60/610] learning_rate: 0.297874 loss_vfl: 0.918891 loss_bbox: 0.345375 loss_dfl: 0.212245 loss: 1.492985 eta: 3 days, 22:00:04 batch_cost: 1.9649 data_cost: 0.0012 ips: 24.4286 images/s [10/23 05:33:45] ppdet.engine INFO: Epoch: [16] [ 80/610] learning_rate: 0.297865 loss_vfl: 0.972339 loss_bbox: 0.313917 loss_dfl: 0.199204 loss: 1.481059 eta: 3 days, 21:59:18 batch_cost: 1.9364 data_cost: 0.0011 ips: 24.7881 images/s [10/23 05:34:28] ppdet.engine INFO: Epoch: [16] [100/610] learning_rate: 0.297856 loss_vfl: 0.948150 loss_bbox: 0.349541 loss_dfl: 0.215055 loss: 1.499942 eta: 3 days, 21:58:30 batch_cost: 1.9285 data_cost: 0.0011 ips: 24.8901 images/s [10/23 05:35:11] ppdet.engine INFO: Epoch: [16] [120/610] learning_rate: 0.297848 loss_vfl: 0.948281 loss_bbox: 0.325924 loss_dfl: 0.203834 loss: 1.470182 eta: 3 days, 21:57:38 batch_cost: 1.9155 data_cost: 0.0010 ips: 25.0592 images/s [10/23 05:35:54] ppdet.engine INFO: Epoch: [16] [140/610] learning_rate: 0.297839 loss_vfl: 0.944264 loss_bbox: 0.366973 loss_dfl: 0.216122 loss: 1.524834 eta: 3 days, 21:56:59 batch_cost: 1.9539 data_cost: 0.0010 ips: 24.5657 images/s [10/23 05:36:36] ppdet.engine INFO: Epoch: [16] [160/610] learning_rate: 0.297830 loss_vfl: 0.936910 loss_bbox: 0.343069 loss_dfl: 0.217481 loss: 1.473582 eta: 3 days, 21:56:14 batch_cost: 1.9365 data_cost: 0.0011 ips: 24.7864 images/s [10/23 05:37:20] ppdet.engine INFO: Epoch: [16] [180/610] learning_rate: 0.297821 loss_vfl: 0.940798 loss_bbox: 0.317738 loss_dfl: 0.195634 loss: 1.444637 eta: 3 days, 21:55:41 batch_cost: 1.9711 data_cost: 0.0011 ips: 24.3523 images/s [10/23 05:38:03] ppdet.engine INFO: Epoch: [16] [200/610] learning_rate: 0.297813 loss_vfl: 0.936200 loss_bbox: 0.329589 loss_dfl: 0.202102 loss: 1.481337 eta: 3 days, 21:55:02 batch_cost: 1.9559 data_cost: 0.0010 ips: 24.5416 images/s [10/23 05:38:46] ppdet.engine INFO: Epoch: [16] [220/610] learning_rate: 0.297804 loss_vfl: 0.944934 loss_bbox: 0.338205 loss_dfl: 0.208033 loss: 1.492103 eta: 3 days, 21:54:15 batch_cost: 1.9312 data_cost: 0.0011 ips: 24.8552 images/s [10/23 05:39:29] ppdet.engine INFO: Epoch: [16] [240/610] learning_rate: 0.297795 loss_vfl: 0.944183 loss_bbox: 0.356912 loss_dfl: 0.211139 loss: 1.493469 eta: 3 days, 21:53:32 batch_cost: 1.9430 data_cost: 0.0014 ips: 24.7044 images/s [10/23 05:40:13] ppdet.engine INFO: Epoch: [16] [260/610] learning_rate: 0.297786 loss_vfl: 0.928447 loss_bbox: 0.339691 loss_dfl: 0.216925 loss: 1.502884 eta: 3 days, 21:52:57 batch_cost: 1.9654 data_cost: 0.0011 ips: 24.4225 images/s [10/23 05:40:56] ppdet.engine INFO: Epoch: [16] [280/610] learning_rate: 0.297777 loss_vfl: 0.916172 loss_bbox: 0.332416 loss_dfl: 0.203158 loss: 1.445426 eta: 3 days, 21:52:11 batch_cost: 1.9319 data_cost: 0.0010 ips: 24.8465 images/s [10/23 05:41:39] ppdet.engine INFO: Epoch: [16] [300/610] learning_rate: 0.297769 loss_vfl: 0.944395 loss_bbox: 0.315985 loss_dfl: 0.202243 loss: 1.476043 eta: 3 days, 21:51:18 batch_cost: 1.9134 data_cost: 0.0011 ips: 25.0868 images/s [10/23 05:42:22] ppdet.engine INFO: Epoch: [16] [320/610] learning_rate: 0.297760 loss_vfl: 0.950635 loss_bbox: 0.356097 loss_dfl: 0.218046 loss: 1.507818 eta: 3 days, 21:50:48 batch_cost: 1.9801 data_cost: 0.0011 ips: 24.2416 images/s [10/23 05:43:06] ppdet.engine INFO: Epoch: [16] [340/610] learning_rate: 0.297751 loss_vfl: 0.950164 loss_bbox: 0.318392 loss_dfl: 0.198213 loss: 1.459123 eta: 3 days, 21:50:13 batch_cost: 1.9663 data_cost: 0.0011 ips: 24.4117 images/s [10/23 05:43:49] ppdet.engine INFO: Epoch: [16] [360/610] learning_rate: 0.297742 loss_vfl: 0.943727 loss_bbox: 0.321337 loss_dfl: 0.200342 loss: 1.458804 eta: 3 days, 21:49:36 batch_cost: 1.9590 data_cost: 0.0010 ips: 24.5028 images/s [10/23 05:44:32] ppdet.engine INFO: Epoch: [16] [380/610] learning_rate: 0.297733 loss_vfl: 0.927441 loss_bbox: 0.330507 loss_dfl: 0.205173 loss: 1.512683 eta: 3 days, 21:49:02 batch_cost: 1.9688 data_cost: 0.0010 ips: 24.3801 images/s [10/23 05:45:16] ppdet.engine INFO: Epoch: [16] [400/610] learning_rate: 0.297724 loss_vfl: 0.987722 loss_bbox: 0.316839 loss_dfl: 0.203244 loss: 1.495530 eta: 3 days, 21:48:25 batch_cost: 1.9609 data_cost: 0.0010 ips: 24.4785 images/s [10/23 05:46:00] ppdet.engine INFO: Epoch: [16] [420/610] learning_rate: 0.297715 loss_vfl: 0.938430 loss_bbox: 0.339277 loss_dfl: 0.209872 loss: 1.482404 eta: 3 days, 21:47:59 batch_cost: 1.9914 data_cost: 0.0011 ips: 24.1032 images/s [10/23 05:46:42] ppdet.engine INFO: Epoch: [16] [440/610] learning_rate: 0.297706 loss_vfl: 0.945196 loss_bbox: 0.334978 loss_dfl: 0.209216 loss: 1.489813 eta: 3 days, 21:47:24 batch_cost: 1.9673 data_cost: 0.0011 ips: 24.3990 images/s [10/23 05:47:25] ppdet.engine INFO: Epoch: [16] [460/610] learning_rate: 0.297697 loss_vfl: 0.940839 loss_bbox: 0.312250 loss_dfl: 0.197945 loss: 1.479970 eta: 3 days, 21:46:45 batch_cost: 1.9543 data_cost: 0.0011 ips: 24.5610 images/s [10/23 05:48:07] ppdet.engine INFO: Epoch: [16] [480/610] learning_rate: 0.297688 loss_vfl: 0.940775 loss_bbox: 0.318585 loss_dfl: 0.200603 loss: 1.451957 eta: 3 days, 21:45:58 batch_cost: 1.9304 data_cost: 0.0010 ips: 24.8659 images/s [10/23 05:48:50] ppdet.engine INFO: Epoch: [16] [500/610] learning_rate: 0.297679 loss_vfl: 0.958731 loss_bbox: 0.323649 loss_dfl: 0.197108 loss: 1.470361 eta: 3 days, 21:45:00 batch_cost: 1.8983 data_cost: 0.0011 ips: 25.2858 images/s [10/23 05:49:33] ppdet.engine INFO: Epoch: [16] [520/610] learning_rate: 0.297670 loss_vfl: 0.920552 loss_bbox: 0.326519 loss_dfl: 0.204279 loss: 1.464405 eta: 3 days, 21:44:26 batch_cost: 1.9682 data_cost: 0.0011 ips: 24.3872 images/s [10/23 05:50:15] ppdet.engine INFO: Epoch: [16] [540/610] learning_rate: 0.297661 loss_vfl: 0.949399 loss_bbox: 0.321291 loss_dfl: 0.202971 loss: 1.476472 eta: 3 days, 21:43:24 batch_cost: 1.8849 data_cost: 0.0014 ips: 25.4657 images/s [10/23 05:50:59] ppdet.engine INFO: Epoch: [16] [560/610] learning_rate: 0.297652 loss_vfl: 0.942309 loss_bbox: 0.317632 loss_dfl: 0.200586 loss: 1.469367 eta: 3 days, 21:42:47 batch_cost: 1.9614 data_cost: 0.0010 ips: 24.4727 images/s [10/23 05:51:42] ppdet.engine INFO: Epoch: [16] [580/610] learning_rate: 0.297643 loss_vfl: 0.940429 loss_bbox: 0.333774 loss_dfl: 0.207027 loss: 1.485004 eta: 3 days, 21:42:21 batch_cost: 1.9910 data_cost: 0.0011 ips: 24.1088 images/s [10/23 05:52:23] ppdet.engine INFO: Epoch: [16] [600/610] learning_rate: 0.297634 loss_vfl: 0.937454 loss_bbox: 0.321816 loss_dfl: 0.205162 loss: 1.452454 eta: 3 days, 21:41:06 batch_cost: 1.8484 data_cost: 0.0022 ips: 25.9690 images/s [10/23 05:52:56] ppdet.engine INFO: Epoch: [17] [ 0/610] learning_rate: 0.297629 loss_vfl: 0.933593 loss_bbox: 0.340608 loss_dfl: 0.202602 loss: 1.451899 eta: 3 days, 21:43:21 batch_cost: 2.3346 data_cost: 0.2627 ips: 20.5603 images/s [10/23 05:53:40] ppdet.engine INFO: Epoch: [17] [ 20/610] learning_rate: 0.297620 loss_vfl: 0.920141 loss_bbox: 0.316582 loss_dfl: 0.199214 loss: 1.434703 eta: 3 days, 21:42:35 batch_cost: 1.9337 data_cost: 0.0011 ips: 24.8226 images/s [10/23 05:54:23] ppdet.engine INFO: Epoch: [17] [ 40/610] learning_rate: 0.297611 loss_vfl: 0.956612 loss_bbox: 0.337294 loss_dfl: 0.197648 loss: 1.494342 eta: 3 days, 21:41:41 batch_cost: 1.9093 data_cost: 0.0011 ips: 25.1399 images/s [10/23 05:55:05] ppdet.engine INFO: Epoch: [17] [ 60/610] learning_rate: 0.297602 loss_vfl: 0.945201 loss_bbox: 0.336098 loss_dfl: 0.208173 loss: 1.491090 eta: 3 days, 21:40:57 batch_cost: 1.9387 data_cost: 0.0010 ips: 24.7588 images/s [10/23 05:55:47] ppdet.engine INFO: Epoch: [17] [ 80/610] learning_rate: 0.297593 loss_vfl: 0.925543 loss_bbox: 0.361679 loss_dfl: 0.212556 loss: 1.486938 eta: 3 days, 21:39:58 batch_cost: 1.8938 data_cost: 0.0010 ips: 25.3458 images/s [10/23 05:56:30] ppdet.engine INFO: Epoch: [17] [100/610] learning_rate: 0.297584 loss_vfl: 0.927540 loss_bbox: 0.327051 loss_dfl: 0.197945 loss: 1.454705 eta: 3 days, 21:39:11 batch_cost: 1.9316 data_cost: 0.0011 ips: 24.8493 images/s [10/23 05:57:13] ppdet.engine INFO: Epoch: [17] [120/610] learning_rate: 0.297574 loss_vfl: 0.929033 loss_bbox: 0.318201 loss_dfl: 0.191618 loss: 1.442535 eta: 3 days, 21:38:23 batch_cost: 1.9275 data_cost: 0.0010 ips: 24.9024 images/s [10/23 05:57:55] ppdet.engine INFO: Epoch: [17] [140/610] learning_rate: 0.297565 loss_vfl: 0.939382 loss_bbox: 0.317826 loss_dfl: 0.193709 loss: 1.445639 eta: 3 days, 21:37:25 batch_cost: 1.8941 data_cost: 0.0011 ips: 25.3412 images/s [10/23 05:58:37] ppdet.engine INFO: Epoch: [17] [160/610] learning_rate: 0.297556 loss_vfl: 0.920744 loss_bbox: 0.311274 loss_dfl: 0.205513 loss: 1.436922 eta: 3 days, 21:36:33 batch_cost: 1.9153 data_cost: 0.0011 ips: 25.0614 images/s [10/23 05:59:20] ppdet.engine INFO: Epoch: [17] [180/610] learning_rate: 0.297547 loss_vfl: 0.946692 loss_bbox: 0.321405 loss_dfl: 0.199073 loss: 1.473605 eta: 3 days, 21:35:54 batch_cost: 1.9551 data_cost: 0.0010 ips: 24.5510 images/s [10/23 06:00:02] ppdet.engine INFO: Epoch: [17] [200/610] learning_rate: 0.297537 loss_vfl: 0.951874 loss_bbox: 0.335685 loss_dfl: 0.210320 loss: 1.501197 eta: 3 days, 21:35:10 batch_cost: 1.9391 data_cost: 0.0010 ips: 24.7539 images/s [10/23 06:00:45] ppdet.engine INFO: Epoch: [17] [220/610] learning_rate: 0.297528 loss_vfl: 0.913454 loss_bbox: 0.341325 loss_dfl: 0.205766 loss: 1.452421 eta: 3 days, 21:34:31 batch_cost: 1.9537 data_cost: 0.0010 ips: 24.5689 images/s [10/23 06:01:28] ppdet.engine INFO: Epoch: [17] [240/610] learning_rate: 0.297519 loss_vfl: 0.938617 loss_bbox: 0.325134 loss_dfl: 0.199918 loss: 1.454964 eta: 3 days, 21:33:32 batch_cost: 1.8934 data_cost: 0.0011 ips: 25.3508 images/s [10/23 06:02:10] ppdet.engine INFO: Epoch: [17] [260/610] learning_rate: 0.297509 loss_vfl: 0.935576 loss_bbox: 0.342678 loss_dfl: 0.211015 loss: 1.492701 eta: 3 days, 21:32:39 batch_cost: 1.9085 data_cost: 0.0012 ips: 25.1503 images/s [10/23 06:02:53] ppdet.engine INFO: Epoch: [17] [280/610] learning_rate: 0.297500 loss_vfl: 0.934644 loss_bbox: 0.345806 loss_dfl: 0.218715 loss: 1.482523 eta: 3 days, 21:31:51 batch_cost: 1.9265 data_cost: 0.0015 ips: 24.9158 images/s [10/23 06:03:35] ppdet.engine INFO: Epoch: [17] [300/610] learning_rate: 0.297491 loss_vfl: 0.928180 loss_bbox: 0.322569 loss_dfl: 0.194107 loss: 1.453500 eta: 3 days, 21:30:51 batch_cost: 1.8887 data_cost: 0.0011 ips: 25.4150 images/s [10/23 06:04:17] ppdet.engine INFO: Epoch: [17] [320/610] learning_rate: 0.297481 loss_vfl: 0.951230 loss_bbox: 0.329499 loss_dfl: 0.203878 loss: 1.497305 eta: 3 days, 21:30:05 batch_cost: 1.9339 data_cost: 0.0010 ips: 24.8208 images/s [10/23 06:04:59] ppdet.engine INFO: Epoch: [17] [340/610] learning_rate: 0.297472 loss_vfl: 0.929225 loss_bbox: 0.324427 loss_dfl: 0.208301 loss: 1.450721 eta: 3 days, 21:29:08 batch_cost: 1.8969 data_cost: 0.0010 ips: 25.3044 images/s [10/23 06:05:43] ppdet.engine INFO: Epoch: [17] [360/610] learning_rate: 0.297462 loss_vfl: 0.937135 loss_bbox: 0.342431 loss_dfl: 0.210689 loss: 1.484273 eta: 3 days, 21:28:22 batch_cost: 1.9309 data_cost: 0.0010 ips: 24.8591 images/s [10/23 06:06:24] ppdet.engine INFO: Epoch: [17] [380/610] learning_rate: 0.297453 loss_vfl: 0.945425 loss_bbox: 0.336271 loss_dfl: 0.207503 loss: 1.481484 eta: 3 days, 21:27:13 batch_cost: 1.8619 data_cost: 0.0010 ips: 25.7803 images/s [10/23 06:07:08] ppdet.engine INFO: Epoch: [17] [400/610] learning_rate: 0.297443 loss_vfl: 0.937966 loss_bbox: 0.326889 loss_dfl: 0.200765 loss: 1.466305 eta: 3 days, 21:26:40 batch_cost: 1.9706 data_cost: 0.0012 ips: 24.3585 images/s [10/23 06:07:51] ppdet.engine INFO: Epoch: [17] [420/610] learning_rate: 0.297434 loss_vfl: 0.948582 loss_bbox: 0.310652 loss_dfl: 0.196088 loss: 1.486785 eta: 3 days, 21:26:00 batch_cost: 1.9503 data_cost: 0.0011 ips: 24.6113 images/s [10/23 06:08:34] ppdet.engine INFO: Epoch: [17] [440/610] learning_rate: 0.297424 loss_vfl: 0.922632 loss_bbox: 0.323865 loss_dfl: 0.200483 loss: 1.465155 eta: 3 days, 21:25:14 batch_cost: 1.9315 data_cost: 0.0010 ips: 24.8516 images/s [10/23 06:09:17] ppdet.engine INFO: Epoch: [17] [460/610] learning_rate: 0.297415 loss_vfl: 0.924676 loss_bbox: 0.340198 loss_dfl: 0.206330 loss: 1.473635 eta: 3 days, 21:24:28 batch_cost: 1.9318 data_cost: 0.0011 ips: 24.8475 images/s [10/23 06:10:00] ppdet.engine INFO: Epoch: [17] [480/610] learning_rate: 0.297405 loss_vfl: 0.943075 loss_bbox: 0.331263 loss_dfl: 0.206131 loss: 1.478779 eta: 3 days, 21:23:44 batch_cost: 1.9362 data_cost: 0.0010 ips: 24.7909 images/s [10/23 06:10:44] ppdet.engine INFO: Epoch: [17] [500/610] learning_rate: 0.297396 loss_vfl: 0.917066 loss_bbox: 0.335641 loss_dfl: 0.202398 loss: 1.474775 eta: 3 days, 21:23:22 batch_cost: 2.0090 data_cost: 0.0010 ips: 23.8920 images/s [10/23 06:11:27] ppdet.engine INFO: Epoch: [17] [520/610] learning_rate: 0.297386 loss_vfl: 0.932128 loss_bbox: 0.347439 loss_dfl: 0.209451 loss: 1.495002 eta: 3 days, 21:22:41 batch_cost: 1.9461 data_cost: 0.0015 ips: 24.6647 images/s [10/23 06:12:10] ppdet.engine INFO: Epoch: [17] [540/610] learning_rate: 0.297377 loss_vfl: 0.944541 loss_bbox: 0.308005 loss_dfl: 0.198940 loss: 1.451725 eta: 3 days, 21:21:47 batch_cost: 1.9049 data_cost: 0.0010 ips: 25.1978 images/s [10/23 06:12:53] ppdet.engine INFO: Epoch: [17] [560/610] learning_rate: 0.297367 loss_vfl: 0.923825 loss_bbox: 0.333074 loss_dfl: 0.200591 loss: 1.472888 eta: 3 days, 21:21:18 batch_cost: 1.9863 data_cost: 0.0010 ips: 24.1658 images/s [10/23 06:13:37] ppdet.engine INFO: Epoch: [17] [580/610] learning_rate: 0.297358 loss_vfl: 0.943583 loss_bbox: 0.336838 loss_dfl: 0.206434 loss: 1.494111 eta: 3 days, 21:20:41 batch_cost: 1.9607 data_cost: 0.0010 ips: 24.4812 images/s [10/23 06:14:19] ppdet.engine INFO: Epoch: [17] [600/610] learning_rate: 0.297348 loss_vfl: 0.933980 loss_bbox: 0.345096 loss_dfl: 0.205618 loss: 1.468026 eta: 3 days, 21:19:51 batch_cost: 1.9168 data_cost: 0.0011 ips: 25.0423 images/s [10/23 06:14:51] ppdet.engine INFO: Epoch: [18] [ 0/610] learning_rate: 0.297343 loss_vfl: 0.943565 loss_bbox: 0.328974 loss_dfl: 0.205182 loss: 1.457738 eta: 3 days, 21:21:39 batch_cost: 2.3005 data_cost: 0.2542 ips: 20.8652 images/s [10/23 06:15:35] ppdet.engine INFO: Epoch: [18] [ 20/610] learning_rate: 0.297333 loss_vfl: 0.959325 loss_bbox: 0.338131 loss_dfl: 0.213431 loss: 1.489575 eta: 3 days, 21:21:16 batch_cost: 2.0050 data_cost: 0.0012 ips: 23.9407 images/s [10/23 06:16:19] ppdet.engine INFO: Epoch: [18] [ 40/610] learning_rate: 0.297324 loss_vfl: 0.942314 loss_bbox: 0.312633 loss_dfl: 0.201579 loss: 1.448655 eta: 3 days, 21:20:40 batch_cost: 1.9616 data_cost: 0.0010 ips: 24.4695 images/s [10/23 06:17:03] ppdet.engine INFO: Epoch: [18] [ 60/610] learning_rate: 0.297314 loss_vfl: 0.948380 loss_bbox: 0.330674 loss_dfl: 0.201025 loss: 1.489082 eta: 3 days, 21:20:01 batch_cost: 1.9554 data_cost: 0.0011 ips: 24.5469 images/s [10/23 06:17:47] ppdet.engine INFO: Epoch: [18] [ 80/610] learning_rate: 0.297304 loss_vfl: 0.925740 loss_bbox: 0.334060 loss_dfl: 0.196518 loss: 1.451781 eta: 3 days, 21:19:35 batch_cost: 1.9975 data_cost: 0.0011 ips: 24.0303 images/s [10/23 06:18:30] ppdet.engine INFO: Epoch: [18] [100/610] learning_rate: 0.297295 loss_vfl: 0.922492 loss_bbox: 0.340436 loss_dfl: 0.206679 loss: 1.477090 eta: 3 days, 21:18:46 batch_cost: 1.9215 data_cost: 0.0011 ips: 24.9811 images/s [10/23 06:19:12] ppdet.engine INFO: Epoch: [18] [120/610] learning_rate: 0.297285 loss_vfl: 0.935064 loss_bbox: 0.329735 loss_dfl: 0.210123 loss: 1.471130 eta: 3 days, 21:17:55 batch_cost: 1.9158 data_cost: 0.0011 ips: 25.0547 images/s [10/23 06:19:55] ppdet.engine INFO: Epoch: [18] [140/610] learning_rate: 0.297275 loss_vfl: 0.934826 loss_bbox: 0.336271 loss_dfl: 0.208447 loss: 1.470603 eta: 3 days, 21:17:10 batch_cost: 1.9330 data_cost: 0.0012 ips: 24.8317 images/s [10/23 06:20:39] ppdet.engine INFO: Epoch: [18] [160/610] learning_rate: 0.297265 loss_vfl: 0.944380 loss_bbox: 0.326398 loss_dfl: 0.198428 loss: 1.466848 eta: 3 days, 21:16:37 batch_cost: 1.9728 data_cost: 0.0011 ips: 24.3312 images/s [10/23 06:21:22] ppdet.engine INFO: Epoch: [18] [180/610] learning_rate: 0.297256 loss_vfl: 0.945258 loss_bbox: 0.331151 loss_dfl: 0.210663 loss: 1.500790 eta: 3 days, 21:15:40 batch_cost: 1.8961 data_cost: 0.0010 ips: 25.3150 images/s [10/23 06:22:06] ppdet.engine INFO: Epoch: [18] [200/610] learning_rate: 0.297246 loss_vfl: 0.931957 loss_bbox: 0.341534 loss_dfl: 0.213435 loss: 1.483236 eta: 3 days, 21:15:15 batch_cost: 2.0010 data_cost: 0.0011 ips: 23.9877 images/s [10/23 06:22:48] ppdet.engine INFO: Epoch: [18] [220/610] learning_rate: 0.297236 loss_vfl: 0.937570 loss_bbox: 0.339536 loss_dfl: 0.206102 loss: 1.498507 eta: 3 days, 21:14:22 batch_cost: 1.9091 data_cost: 0.0011 ips: 25.1423 images/s [10/23 06:23:30] ppdet.engine INFO: Epoch: [18] [240/610] learning_rate: 0.297226 loss_vfl: 0.920650 loss_bbox: 0.343868 loss_dfl: 0.214114 loss: 1.478642 eta: 3 days, 21:13:27 batch_cost: 1.9015 data_cost: 0.0011 ips: 25.2436 images/s [10/23 06:24:13] ppdet.engine INFO: Epoch: [18] [260/610] learning_rate: 0.297216 loss_vfl: 0.942174 loss_bbox: 0.334626 loss_dfl: 0.213893 loss: 1.483318 eta: 3 days, 21:12:42 batch_cost: 1.9347 data_cost: 0.0011 ips: 24.8095 images/s [10/23 06:24:55] ppdet.engine INFO: Epoch: [18] [280/610] learning_rate: 0.297206 loss_vfl: 0.950008 loss_bbox: 0.321533 loss_dfl: 0.197637 loss: 1.464467 eta: 3 days, 21:11:49 batch_cost: 1.9054 data_cost: 0.0010 ips: 25.1916 images/s [10/23 06:25:37] ppdet.engine INFO: Epoch: [18] [300/610] learning_rate: 0.297196 loss_vfl: 0.953177 loss_bbox: 0.313839 loss_dfl: 0.195146 loss: 1.457826 eta: 3 days, 21:10:49 batch_cost: 1.8872 data_cost: 0.0011 ips: 25.4341 images/s [10/23 06:26:21] ppdet.engine INFO: Epoch: [18] [320/610] learning_rate: 0.297186 loss_vfl: 0.948018 loss_bbox: 0.336411 loss_dfl: 0.198122 loss: 1.478278 eta: 3 days, 21:10:14 batch_cost: 1.9651 data_cost: 0.0011 ips: 24.4267 images/s [10/23 06:27:03] ppdet.engine INFO: Epoch: [18] [340/610] learning_rate: 0.297177 loss_vfl: 0.923281 loss_bbox: 0.334927 loss_dfl: 0.215816 loss: 1.498293 eta: 3 days, 21:09:18 batch_cost: 1.8995 data_cost: 0.0011 ips: 25.2699 images/s [10/23 06:27:46] ppdet.engine INFO: Epoch: [18] [360/610] learning_rate: 0.297167 loss_vfl: 0.938235 loss_bbox: 0.319399 loss_dfl: 0.200031 loss: 1.460965 eta: 3 days, 21:08:38 batch_cost: 1.9496 data_cost: 0.0010 ips: 24.6208 images/s [10/23 06:28:28] ppdet.engine INFO: Epoch: [18] [380/610] learning_rate: 0.297157 loss_vfl: 0.944998 loss_bbox: 0.316693 loss_dfl: 0.199207 loss: 1.484770 eta: 3 days, 21:07:39 batch_cost: 1.8863 data_cost: 0.0015 ips: 25.4470 images/s [10/23 06:29:11] ppdet.engine INFO: Epoch: [18] [400/610] learning_rate: 0.297147 loss_vfl: 0.952670 loss_bbox: 0.331938 loss_dfl: 0.202057 loss: 1.477261 eta: 3 days, 21:06:46 batch_cost: 1.9095 data_cost: 0.0011 ips: 25.1368 images/s [10/23 06:29:54] ppdet.engine INFO: Epoch: [18] [420/610] learning_rate: 0.297137 loss_vfl: 0.948835 loss_bbox: 0.298926 loss_dfl: 0.190726 loss: 1.448779 eta: 3 days, 21:06:04 batch_cost: 1.9409 data_cost: 0.0011 ips: 24.7313 images/s [10/23 06:30:36] ppdet.engine INFO: Epoch: [18] [440/610] learning_rate: 0.297127 loss_vfl: 0.937157 loss_bbox: 0.350997 loss_dfl: 0.205288 loss: 1.480346 eta: 3 days, 21:05:08 batch_cost: 1.8963 data_cost: 0.0011 ips: 25.3130 images/s [10/23 06:31:20] ppdet.engine INFO: Epoch: [18] [460/610] learning_rate: 0.297117 loss_vfl: 0.953742 loss_bbox: 0.312130 loss_dfl: 0.200091 loss: 1.479147 eta: 3 days, 21:04:41 batch_cost: 1.9946 data_cost: 0.0011 ips: 24.0655 images/s [10/23 06:32:03] ppdet.engine INFO: Epoch: [18] [480/610] learning_rate: 0.297106 loss_vfl: 0.903632 loss_bbox: 0.330851 loss_dfl: 0.204441 loss: 1.461528 eta: 3 days, 21:03:54 batch_cost: 1.9262 data_cost: 0.0010 ips: 24.9191 images/s [10/23 06:32:45] ppdet.engine INFO: Epoch: [18] [500/610] learning_rate: 0.297096 loss_vfl: 0.947309 loss_bbox: 0.337285 loss_dfl: 0.206052 loss: 1.489847 eta: 3 days, 21:03:09 batch_cost: 1.9336 data_cost: 0.0011 ips: 24.8242 images/s [10/23 06:33:29] ppdet.engine INFO: Epoch: [18] [520/610] learning_rate: 0.297086 loss_vfl: 0.934520 loss_bbox: 0.329058 loss_dfl: 0.198193 loss: 1.460763 eta: 3 days, 21:02:51 batch_cost: 2.0231 data_cost: 0.0010 ips: 23.7260 images/s [10/23 06:34:12] ppdet.engine INFO: Epoch: [18] [540/610] learning_rate: 0.297076 loss_vfl: 0.951832 loss_bbox: 0.322296 loss_dfl: 0.202493 loss: 1.490207 eta: 3 days, 21:02:03 batch_cost: 1.9229 data_cost: 0.0011 ips: 24.9619 images/s [10/23 06:34:55] ppdet.engine INFO: Epoch: [18] [560/610] learning_rate: 0.297066 loss_vfl: 0.923728 loss_bbox: 0.326507 loss_dfl: 0.202706 loss: 1.455152 eta: 3 days, 21:01:24 batch_cost: 1.9557 data_cost: 0.0011 ips: 24.5436 images/s [10/23 06:35:37] ppdet.engine INFO: Epoch: [18] [580/610] learning_rate: 0.297056 loss_vfl: 0.918951 loss_bbox: 0.320786 loss_dfl: 0.198839 loss: 1.461908 eta: 3 days, 21:00:26 batch_cost: 1.8879 data_cost: 0.0011 ips: 25.4254 images/s [10/23 06:36:19] ppdet.engine INFO: Epoch: [18] [600/610] learning_rate: 0.297046 loss_vfl: 0.941237 loss_bbox: 0.344327 loss_dfl: 0.203458 loss: 1.498772 eta: 3 days, 20:59:31 batch_cost: 1.8994 data_cost: 0.0013 ips: 25.2709 images/s [10/23 06:36:51] ppdet.engine INFO: Epoch: [19] [ 0/610] learning_rate: 0.297041 loss_vfl: 0.945145 loss_bbox: 0.351100 loss_dfl: 0.210649 loss: 1.496029 eta: 3 days, 21:01:16 batch_cost: 2.3544 data_cost: 0.2810 ips: 20.3872 images/s [10/23 06:37:36] ppdet.engine INFO: Epoch: [19] [ 20/610] learning_rate: 0.297030 loss_vfl: 0.927565 loss_bbox: 0.313719 loss_dfl: 0.197559 loss: 1.437295 eta: 3 days, 21:00:52 batch_cost: 2.0042 data_cost: 0.0013 ips: 23.9503 images/s [10/23 06:38:19] ppdet.engine INFO: Epoch: [19] [ 40/610] learning_rate: 0.297020 loss_vfl: 0.917289 loss_bbox: 0.321342 loss_dfl: 0.210124 loss: 1.469865 eta: 3 days, 21:00:06 batch_cost: 1.9300 data_cost: 0.0011 ips: 24.8711 images/s [10/23 06:39:03] ppdet.engine INFO: Epoch: [19] [ 60/610] learning_rate: 0.297010 loss_vfl: 0.932409 loss_bbox: 0.317788 loss_dfl: 0.199157 loss: 1.451476 eta: 3 days, 20:59:35 batch_cost: 1.9832 data_cost: 0.0010 ips: 24.2027 images/s [10/23 06:39:46] ppdet.engine INFO: Epoch: [19] [ 80/610] learning_rate: 0.297000 loss_vfl: 0.928339 loss_bbox: 0.334789 loss_dfl: 0.207802 loss: 1.464167 eta: 3 days, 20:58:59 batch_cost: 1.9625 data_cost: 0.0010 ips: 24.4589 images/s [10/23 06:40:29] ppdet.engine INFO: Epoch: [19] [100/610] learning_rate: 0.296990 loss_vfl: 0.925156 loss_bbox: 0.319560 loss_dfl: 0.194660 loss: 1.457117 eta: 3 days, 20:58:21 batch_cost: 1.9581 data_cost: 0.0011 ips: 24.5138 images/s [10/23 06:41:14] ppdet.engine INFO: Epoch: [19] [120/610] learning_rate: 0.296979 loss_vfl: 0.929347 loss_bbox: 0.324924 loss_dfl: 0.200867 loss: 1.461352 eta: 3 days, 20:58:02 batch_cost: 2.0208 data_cost: 0.0011 ips: 23.7534 images/s [10/23 06:41:57] ppdet.engine INFO: Epoch: [19] [140/610] learning_rate: 0.296969 loss_vfl: 0.926858 loss_bbox: 0.335897 loss_dfl: 0.202881 loss: 1.442876 eta: 3 days, 20:57:35 batch_cost: 1.9967 data_cost: 0.0011 ips: 24.0401 images/s [10/23 06:42:41] ppdet.engine INFO: Epoch: [19] [160/610] learning_rate: 0.296959 loss_vfl: 0.947488 loss_bbox: 0.355509 loss_dfl: 0.218771 loss: 1.522533 eta: 3 days, 20:57:05 batch_cost: 1.9856 data_cost: 0.0011 ips: 24.1742 images/s [10/23 06:43:23] ppdet.engine INFO: Epoch: [19] [180/610] learning_rate: 0.296948 loss_vfl: 0.920329 loss_bbox: 0.322769 loss_dfl: 0.204771 loss: 1.467511 eta: 3 days, 20:56:05 batch_cost: 1.8822 data_cost: 0.0010 ips: 25.5024 images/s [10/23 06:44:05] ppdet.engine INFO: Epoch: [19] [200/610] learning_rate: 0.296938 loss_vfl: 0.907808 loss_bbox: 0.333840 loss_dfl: 0.205264 loss: 1.438652 eta: 3 days, 20:55:06 batch_cost: 1.8851 data_cost: 0.0012 ips: 25.4625 images/s [10/23 06:44:48] ppdet.engine INFO: Epoch: [19] [220/610] learning_rate: 0.296928 loss_vfl: 0.928391 loss_bbox: 0.307276 loss_dfl: 0.187445 loss: 1.422779 eta: 3 days, 20:54:26 batch_cost: 1.9490 data_cost: 0.0011 ips: 24.6278 images/s [10/23 06:45:31] ppdet.engine INFO: Epoch: [19] [240/610] learning_rate: 0.296917 loss_vfl: 0.945131 loss_bbox: 0.309791 loss_dfl: 0.196748 loss: 1.436847 eta: 3 days, 20:53:39 batch_cost: 1.9278 data_cost: 0.0011 ips: 24.8995 images/s [10/23 06:46:14] ppdet.engine INFO: Epoch: [19] [260/610] learning_rate: 0.296907 loss_vfl: 0.918667 loss_bbox: 0.333964 loss_dfl: 0.203873 loss: 1.456587 eta: 3 days, 20:53:01 batch_cost: 1.9591 data_cost: 0.0011 ips: 24.5012 images/s [10/23 06:46:56] ppdet.engine INFO: Epoch: [19] [280/610] learning_rate: 0.296896 loss_vfl: 0.938184 loss_bbox: 0.311995 loss_dfl: 0.200344 loss: 1.451945 eta: 3 days, 20:52:09 batch_cost: 1.9064 data_cost: 0.0011 ips: 25.1788 images/s [10/23 06:47:39] ppdet.engine INFO: Epoch: [19] [300/610] learning_rate: 0.296886 loss_vfl: 0.949965 loss_bbox: 0.309159 loss_dfl: 0.192864 loss: 1.466036 eta: 3 days, 20:51:18 batch_cost: 1.9129 data_cost: 0.0011 ips: 25.0923 images/s [10/23 06:48:22] ppdet.engine INFO: Epoch: [19] [320/610] learning_rate: 0.296876 loss_vfl: 0.925883 loss_bbox: 0.327873 loss_dfl: 0.202642 loss: 1.454058 eta: 3 days, 20:50:39 batch_cost: 1.9524 data_cost: 0.0010 ips: 24.5856 images/s [10/23 06:49:05] ppdet.engine INFO: Epoch: [19] [340/610] learning_rate: 0.296865 loss_vfl: 0.929456 loss_bbox: 0.317539 loss_dfl: 0.200384 loss: 1.451516 eta: 3 days, 20:49:52 batch_cost: 1.9291 data_cost: 0.0011 ips: 24.8823 images/s [10/23 06:49:48] ppdet.engine INFO: Epoch: [19] [360/610] learning_rate: 0.296855 loss_vfl: 0.914632 loss_bbox: 0.333615 loss_dfl: 0.203731 loss: 1.460069 eta: 3 days, 20:49:05 batch_cost: 1.9255 data_cost: 0.0010 ips: 24.9283 images/s [10/23 06:50:31] ppdet.engine INFO: Epoch: [19] [380/610] learning_rate: 0.296844 loss_vfl: 0.922885 loss_bbox: 0.337444 loss_dfl: 0.203813 loss: 1.474244 eta: 3 days, 20:48:21 batch_cost: 1.9341 data_cost: 0.0010 ips: 24.8182 images/s [10/23 06:51:14] ppdet.engine INFO: Epoch: [19] [400/610] learning_rate: 0.296834 loss_vfl: 0.924614 loss_bbox: 0.331801 loss_dfl: 0.200974 loss: 1.459570 eta: 3 days, 20:47:38 batch_cost: 1.9417 data_cost: 0.0010 ips: 24.7207 images/s [10/23 06:51:57] ppdet.engine INFO: Epoch: [19] [420/610] learning_rate: 0.296823 loss_vfl: 0.927795 loss_bbox: 0.321161 loss_dfl: 0.202852 loss: 1.470667 eta: 3 days, 20:46:54 batch_cost: 1.9366 data_cost: 0.0010 ips: 24.7859 images/s [10/23 06:52:41] ppdet.engine INFO: Epoch: [19] [440/610] learning_rate: 0.296813 loss_vfl: 0.930606 loss_bbox: 0.325976 loss_dfl: 0.200392 loss: 1.472472 eta: 3 days, 20:46:17 batch_cost: 1.9608 data_cost: 0.0011 ips: 24.4795 images/s [10/23 06:53:24] ppdet.engine INFO: Epoch: [19] [460/610] learning_rate: 0.296802 loss_vfl: 0.937675 loss_bbox: 0.329131 loss_dfl: 0.207304 loss: 1.471374 eta: 3 days, 20:45:42 batch_cost: 1.9677 data_cost: 0.0011 ips: 24.3943 images/s [10/23 06:54:06] ppdet.engine INFO: Epoch: [19] [480/610] learning_rate: 0.296791 loss_vfl: 0.933050 loss_bbox: 0.324346 loss_dfl: 0.200657 loss: 1.468665 eta: 3 days, 20:44:44 batch_cost: 1.8862 data_cost: 0.0011 ips: 25.4486 images/s [10/23 06:54:49] ppdet.engine INFO: Epoch: [19] [500/610] learning_rate: 0.296781 loss_vfl: 0.927349 loss_bbox: 0.320540 loss_dfl: 0.205052 loss: 1.474602 eta: 3 days, 20:44:06 batch_cost: 1.9558 data_cost: 0.0010 ips: 24.5419 images/s [10/23 06:55:32] ppdet.engine INFO: Epoch: [19] [520/610] learning_rate: 0.296770 loss_vfl: 0.928260 loss_bbox: 0.317262 loss_dfl: 0.193226 loss: 1.450321 eta: 3 days, 20:43:28 batch_cost: 1.9570 data_cost: 0.0010 ips: 24.5272 images/s [10/23 06:56:15] ppdet.engine INFO: Epoch: [19] [540/610] learning_rate: 0.296760 loss_vfl: 0.947845 loss_bbox: 0.343618 loss_dfl: 0.202719 loss: 1.509758 eta: 3 days, 20:42:49 batch_cost: 1.9542 data_cost: 0.0010 ips: 24.5620 images/s [10/23 06:56:58] ppdet.engine INFO: Epoch: [19] [560/610] learning_rate: 0.296749 loss_vfl: 0.936745 loss_bbox: 0.314930 loss_dfl: 0.199302 loss: 1.478754 eta: 3 days, 20:42:05 batch_cost: 1.9359 data_cost: 0.0010 ips: 24.7943 images/s [10/23 06:57:39] ppdet.engine INFO: Epoch: [19] [580/610] learning_rate: 0.296738 loss_vfl: 0.935152 loss_bbox: 0.328092 loss_dfl: 0.206098 loss: 1.479531 eta: 3 days, 20:41:04 batch_cost: 1.8755 data_cost: 0.0011 ips: 25.5936 images/s [10/23 06:58:20] ppdet.engine INFO: Epoch: [19] [600/610] learning_rate: 0.296727 loss_vfl: 0.943682 loss_bbox: 0.342213 loss_dfl: 0.203430 loss: 1.464605 eta: 3 days, 20:39:54 batch_cost: 1.8431 data_cost: 0.0012 ips: 26.0428 images/s [10/23 06:58:41] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/23 06:58:42] ppdet.engine INFO: Eval iter: 0 [10/23 06:59:12] ppdet.engine INFO: Eval iter: 100 [10/23 06:59:34] ppdet.engine INFO: Eval iter: 200 [10/23 06:59:56] ppdet.engine INFO: Eval iter: 300 [10/23 07:00:19] ppdet.engine INFO: Eval iter: 400 [10/23 07:00:41] ppdet.engine INFO: Eval iter: 500 [10/23 07:01:03] ppdet.engine INFO: Eval iter: 600 [10/23 07:01:22] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.63s) creating index... index created! [10/23 07:01:23] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.50s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=98.14s). Accumulating evaluation results... DONE (t=17.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.293 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.440 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.306 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.102 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.305 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.482 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.269 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.424 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.453 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.179 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.501 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.696 [10/23 07:03:25] ppdet.engine INFO: Total sample number: 4952, averge FPS: 33.493341983920246 [10/23 07:03:25] ppdet.engine INFO: Best test bbox ap is 0.293. [10/23 07:03:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/23 07:03:27] ppdet.engine INFO: Epoch: [20] [ 0/610] learning_rate: 0.296722 loss_vfl: 0.956590 loss_bbox: 0.336719 loss_dfl: 0.205632 loss: 1.503706 eta: 3 days, 20:39:08 batch_cost: 1.7964 data_cost: 0.0011 ips: 26.7197 images/s [10/23 07:04:11] ppdet.engine INFO: Epoch: [20] [ 20/610] learning_rate: 0.296711 loss_vfl: 0.937623 loss_bbox: 0.306742 loss_dfl: 0.200443 loss: 1.457711 eta: 3 days, 20:38:54 batch_cost: 2.0422 data_cost: 0.0012 ips: 23.5036 images/s [10/23 07:04:55] ppdet.engine INFO: Epoch: [20] [ 40/610] learning_rate: 0.296701 loss_vfl: 0.929206 loss_bbox: 0.341819 loss_dfl: 0.210424 loss: 1.486996 eta: 3 days, 20:38:18 batch_cost: 1.9612 data_cost: 0.0011 ips: 24.4748 images/s [10/23 07:05:40] ppdet.engine INFO: Epoch: [20] [ 60/610] learning_rate: 0.296690 loss_vfl: 0.949921 loss_bbox: 0.330823 loss_dfl: 0.202775 loss: 1.482236 eta: 3 days, 20:37:54 batch_cost: 2.0095 data_cost: 0.0011 ips: 23.8871 images/s [10/23 07:06:23] ppdet.engine INFO: Epoch: [20] [ 80/610] learning_rate: 0.296679 loss_vfl: 0.930742 loss_bbox: 0.316603 loss_dfl: 0.196241 loss: 1.445075 eta: 3 days, 20:37:12 batch_cost: 1.9408 data_cost: 0.0010 ips: 24.7318 images/s [10/23 07:07:06] ppdet.engine INFO: Epoch: [20] [100/610] learning_rate: 0.296668 loss_vfl: 0.925333 loss_bbox: 0.324110 loss_dfl: 0.202707 loss: 1.430630 eta: 3 days, 20:36:43 batch_cost: 1.9889 data_cost: 0.0010 ips: 24.1345 images/s [10/23 07:07:50] ppdet.engine INFO: Epoch: [20] [120/610] learning_rate: 0.296658 loss_vfl: 0.938617 loss_bbox: 0.325675 loss_dfl: 0.198351 loss: 1.468666 eta: 3 days, 20:36:05 batch_cost: 1.9595 data_cost: 0.0010 ips: 24.4962 images/s [10/23 07:08:33] ppdet.engine INFO: Epoch: [20] [140/610] learning_rate: 0.296647 loss_vfl: 0.936788 loss_bbox: 0.338588 loss_dfl: 0.202269 loss: 1.487528 eta: 3 days, 20:35:21 batch_cost: 1.9353 data_cost: 0.0011 ips: 24.8025 images/s [10/23 07:09:17] ppdet.engine INFO: Epoch: [20] [160/610] learning_rate: 0.296636 loss_vfl: 0.949179 loss_bbox: 0.339878 loss_dfl: 0.213379 loss: 1.477404 eta: 3 days, 20:34:52 batch_cost: 1.9881 data_cost: 0.0012 ips: 24.1436 images/s [10/23 07:10:01] ppdet.engine INFO: Epoch: [20] [180/610] learning_rate: 0.296625 loss_vfl: 0.946334 loss_bbox: 0.334292 loss_dfl: 0.211542 loss: 1.494305 eta: 3 days, 20:34:24 batch_cost: 1.9948 data_cost: 0.0011 ips: 24.0629 images/s [10/23 07:10:44] ppdet.engine INFO: Epoch: [20] [200/610] learning_rate: 0.296614 loss_vfl: 0.937150 loss_bbox: 0.335018 loss_dfl: 0.211841 loss: 1.485051 eta: 3 days, 20:33:44 batch_cost: 1.9469 data_cost: 0.0011 ips: 24.6548 images/s [10/23 07:11:26] ppdet.engine INFO: Epoch: [20] [220/610] learning_rate: 0.296603 loss_vfl: 0.908110 loss_bbox: 0.332491 loss_dfl: 0.209110 loss: 1.474771 eta: 3 days, 20:32:57 batch_cost: 1.9252 data_cost: 0.0011 ips: 24.9325 images/s [10/23 07:12:09] ppdet.engine INFO: Epoch: [20] [240/610] learning_rate: 0.296592 loss_vfl: 0.939673 loss_bbox: 0.328373 loss_dfl: 0.207791 loss: 1.489927 eta: 3 days, 20:32:21 batch_cost: 1.9644 data_cost: 0.0011 ips: 24.4349 images/s [10/23 07:12:53] ppdet.engine INFO: Epoch: [20] [260/610] learning_rate: 0.296581 loss_vfl: 0.913475 loss_bbox: 0.339010 loss_dfl: 0.209505 loss: 1.475557 eta: 3 days, 20:31:40 batch_cost: 1.9462 data_cost: 0.0011 ips: 24.6630 images/s [10/23 07:13:36] ppdet.engine INFO: Epoch: [20] [280/610] learning_rate: 0.296571 loss_vfl: 0.929216 loss_bbox: 0.329016 loss_dfl: 0.200885 loss: 1.470538 eta: 3 days, 20:31:11 batch_cost: 1.9901 data_cost: 0.0010 ips: 24.1188 images/s [10/23 07:14:19] ppdet.engine INFO: Epoch: [20] [300/610] learning_rate: 0.296560 loss_vfl: 0.919911 loss_bbox: 0.307175 loss_dfl: 0.200966 loss: 1.444932 eta: 3 days, 20:30:26 batch_cost: 1.9320 data_cost: 0.0011 ips: 24.8453 images/s [10/23 07:15:02] ppdet.engine INFO: Epoch: [20] [320/610] learning_rate: 0.296549 loss_vfl: 0.926322 loss_bbox: 0.314346 loss_dfl: 0.207266 loss: 1.455053 eta: 3 days, 20:29:51 batch_cost: 1.9683 data_cost: 0.0011 ips: 24.3871 images/s [10/23 07:15:45] ppdet.engine INFO: Epoch: [20] [340/610] learning_rate: 0.296538 loss_vfl: 0.928442 loss_bbox: 0.335298 loss_dfl: 0.202143 loss: 1.471819 eta: 3 days, 20:29:08 batch_cost: 1.9383 data_cost: 0.0011 ips: 24.7639 images/s [10/23 07:16:27] ppdet.engine INFO: Epoch: [20] [360/610] learning_rate: 0.296527 loss_vfl: 0.937313 loss_bbox: 0.335158 loss_dfl: 0.205482 loss: 1.486735 eta: 3 days, 20:28:16 batch_cost: 1.9060 data_cost: 0.0011 ips: 25.1830 images/s [10/23 07:17:10] ppdet.engine INFO: Epoch: [20] [380/610] learning_rate: 0.296516 loss_vfl: 0.925693 loss_bbox: 0.322494 loss_dfl: 0.199448 loss: 1.437142 eta: 3 days, 20:27:33 batch_cost: 1.9371 data_cost: 0.0011 ips: 24.7795 images/s [10/23 07:17:52] ppdet.engine INFO: Epoch: [20] [400/610] learning_rate: 0.296505 loss_vfl: 0.938912 loss_bbox: 0.324133 loss_dfl: 0.200580 loss: 1.465904 eta: 3 days, 20:26:40 batch_cost: 1.9019 data_cost: 0.0010 ips: 25.2376 images/s [10/23 07:18:34] ppdet.engine INFO: Epoch: [20] [420/610] learning_rate: 0.296493 loss_vfl: 0.926889 loss_bbox: 0.329040 loss_dfl: 0.205212 loss: 1.461342 eta: 3 days, 20:25:42 batch_cost: 1.8841 data_cost: 0.0010 ips: 25.4759 images/s [10/23 07:19:17] ppdet.engine INFO: Epoch: [20] [440/610] learning_rate: 0.296482 loss_vfl: 0.919140 loss_bbox: 0.350983 loss_dfl: 0.211060 loss: 1.479125 eta: 3 days, 20:24:51 batch_cost: 1.9099 data_cost: 0.0010 ips: 25.1327 images/s [10/23 07:20:00] ppdet.engine INFO: Epoch: [20] [460/610] learning_rate: 0.296471 loss_vfl: 0.938059 loss_bbox: 0.323865 loss_dfl: 0.202905 loss: 1.462154 eta: 3 days, 20:24:11 batch_cost: 1.9491 data_cost: 0.0010 ips: 24.6264 images/s [10/23 07:20:43] ppdet.engine INFO: Epoch: [20] [480/610] learning_rate: 0.296460 loss_vfl: 0.949634 loss_bbox: 0.336200 loss_dfl: 0.209247 loss: 1.473301 eta: 3 days, 20:23:31 batch_cost: 1.9496 data_cost: 0.0010 ips: 24.6204 images/s [10/23 07:21:26] ppdet.engine INFO: Epoch: [20] [500/610] learning_rate: 0.296449 loss_vfl: 0.928297 loss_bbox: 0.332474 loss_dfl: 0.206719 loss: 1.479697 eta: 3 days, 20:22:49 batch_cost: 1.9407 data_cost: 0.0011 ips: 24.7331 images/s [10/23 07:22:10] ppdet.engine INFO: Epoch: [20] [520/610] learning_rate: 0.296438 loss_vfl: 0.930115 loss_bbox: 0.308255 loss_dfl: 0.201599 loss: 1.430075 eta: 3 days, 20:22:09 batch_cost: 1.9492 data_cost: 0.0010 ips: 24.6257 images/s [10/23 07:22:52] ppdet.engine INFO: Epoch: [20] [540/610] learning_rate: 0.296427 loss_vfl: 0.932812 loss_bbox: 0.329290 loss_dfl: 0.212618 loss: 1.470440 eta: 3 days, 20:21:21 batch_cost: 1.9206 data_cost: 0.0010 ips: 24.9925 images/s [10/23 07:23:35] ppdet.engine INFO: Epoch: [20] [560/610] learning_rate: 0.296416 loss_vfl: 0.941145 loss_bbox: 0.321430 loss_dfl: 0.202843 loss: 1.462290 eta: 3 days, 20:20:43 batch_cost: 1.9546 data_cost: 0.0010 ips: 24.5569 images/s [10/23 07:24:18] ppdet.engine INFO: Epoch: [20] [580/610] learning_rate: 0.296404 loss_vfl: 0.940121 loss_bbox: 0.324489 loss_dfl: 0.197904 loss: 1.479174 eta: 3 days, 20:20:02 batch_cost: 1.9455 data_cost: 0.0011 ips: 24.6718 images/s [10/23 07:25:00] ppdet.engine INFO: Epoch: [20] [600/610] learning_rate: 0.296393 loss_vfl: 0.940821 loss_bbox: 0.314140 loss_dfl: 0.196006 loss: 1.453378 eta: 3 days, 20:19:09 batch_cost: 1.9032 data_cost: 0.0011 ips: 25.2211 images/s [10/23 07:25:33] ppdet.engine INFO: Epoch: [21] [ 0/610] learning_rate: 0.296388 loss_vfl: 0.925455 loss_bbox: 0.348709 loss_dfl: 0.207702 loss: 1.492991 eta: 3 days, 20:20:53 batch_cost: 2.3722 data_cost: 0.3179 ips: 20.2341 images/s [10/23 07:26:17] ppdet.engine INFO: Epoch: [21] [ 20/610] learning_rate: 0.296376 loss_vfl: 0.930610 loss_bbox: 0.327483 loss_dfl: 0.200655 loss: 1.465232 eta: 3 days, 20:20:17 batch_cost: 1.9654 data_cost: 0.0012 ips: 24.4228 images/s [10/23 07:27:00] ppdet.engine INFO: Epoch: [21] [ 40/610] learning_rate: 0.296365 loss_vfl: 0.943494 loss_bbox: 0.327466 loss_dfl: 0.202136 loss: 1.457100 eta: 3 days, 20:19:38 batch_cost: 1.9541 data_cost: 0.0011 ips: 24.5641 images/s [10/23 07:27:43] ppdet.engine INFO: Epoch: [21] [ 60/610] learning_rate: 0.296354 loss_vfl: 0.931965 loss_bbox: 0.336035 loss_dfl: 0.203211 loss: 1.479883 eta: 3 days, 20:18:56 batch_cost: 1.9426 data_cost: 0.0011 ips: 24.7088 images/s [10/23 07:28:27] ppdet.engine INFO: Epoch: [21] [ 80/610] learning_rate: 0.296342 loss_vfl: 0.940331 loss_bbox: 0.332867 loss_dfl: 0.198043 loss: 1.453864 eta: 3 days, 20:18:30 batch_cost: 2.0027 data_cost: 0.0011 ips: 23.9682 images/s [10/23 07:29:10] ppdet.engine INFO: Epoch: [21] [100/610] learning_rate: 0.296331 loss_vfl: 0.950356 loss_bbox: 0.315341 loss_dfl: 0.201590 loss: 1.465623 eta: 3 days, 20:17:40 batch_cost: 1.9126 data_cost: 0.0010 ips: 25.0973 images/s [10/23 07:29:53] ppdet.engine INFO: Epoch: [21] [120/610] learning_rate: 0.296320 loss_vfl: 0.934059 loss_bbox: 0.324752 loss_dfl: 0.200634 loss: 1.452057 eta: 3 days, 20:17:12 batch_cost: 1.9930 data_cost: 0.0010 ips: 24.0841 images/s [10/23 07:30:37] ppdet.engine INFO: Epoch: [21] [140/610] learning_rate: 0.296308 loss_vfl: 0.944844 loss_bbox: 0.341671 loss_dfl: 0.207638 loss: 1.471264 eta: 3 days, 20:16:35 batch_cost: 1.9616 data_cost: 0.0010 ips: 24.4701 images/s [10/23 07:31:20] ppdet.engine INFO: Epoch: [21] [160/610] learning_rate: 0.296297 loss_vfl: 0.939171 loss_bbox: 0.311591 loss_dfl: 0.199446 loss: 1.442017 eta: 3 days, 20:15:53 batch_cost: 1.9421 data_cost: 0.0011 ips: 24.7151 images/s [10/23 07:32:04] ppdet.engine INFO: Epoch: [21] [180/610] learning_rate: 0.296286 loss_vfl: 0.924992 loss_bbox: 0.323582 loss_dfl: 0.199105 loss: 1.453118 eta: 3 days, 20:15:22 batch_cost: 1.9855 data_cost: 0.0010 ips: 24.1751 images/s [10/23 07:32:47] ppdet.engine INFO: Epoch: [21] [200/610] learning_rate: 0.296274 loss_vfl: 0.930188 loss_bbox: 0.318621 loss_dfl: 0.202768 loss: 1.471498 eta: 3 days, 20:14:39 batch_cost: 1.9388 data_cost: 0.0011 ips: 24.7574 images/s [10/23 07:33:29] ppdet.engine INFO: Epoch: [21] [220/610] learning_rate: 0.296263 loss_vfl: 0.937479 loss_bbox: 0.345758 loss_dfl: 0.210659 loss: 1.496904 eta: 3 days, 20:13:44 batch_cost: 1.8932 data_cost: 0.0011 ips: 25.3541 images/s [10/23 07:34:12] ppdet.engine INFO: Epoch: [21] [240/610] learning_rate: 0.296251 loss_vfl: 0.938050 loss_bbox: 0.314004 loss_dfl: 0.196813 loss: 1.451436 eta: 3 days, 20:13:12 batch_cost: 1.9782 data_cost: 0.0011 ips: 24.2641 images/s [10/23 07:34:56] ppdet.engine INFO: Epoch: [21] [260/610] learning_rate: 0.296240 loss_vfl: 0.934666 loss_bbox: 0.329563 loss_dfl: 0.206516 loss: 1.456681 eta: 3 days, 20:12:32 batch_cost: 1.9520 data_cost: 0.0012 ips: 24.5905 images/s [10/23 07:35:38] ppdet.engine INFO: Epoch: [21] [280/610] learning_rate: 0.296229 loss_vfl: 0.933079 loss_bbox: 0.325906 loss_dfl: 0.201811 loss: 1.483430 eta: 3 days, 20:11:49 batch_cost: 1.9393 data_cost: 0.0011 ips: 24.7507 images/s [10/23 07:36:21] ppdet.engine INFO: Epoch: [21] [300/610] learning_rate: 0.296217 loss_vfl: 0.943299 loss_bbox: 0.329505 loss_dfl: 0.205729 loss: 1.470780 eta: 3 days, 20:11:15 batch_cost: 1.9730 data_cost: 0.0010 ips: 24.3284 images/s [10/23 07:37:05] ppdet.engine INFO: Epoch: [21] [320/610] learning_rate: 0.296206 loss_vfl: 0.930032 loss_bbox: 0.321417 loss_dfl: 0.196981 loss: 1.460083 eta: 3 days, 20:10:41 batch_cost: 1.9700 data_cost: 0.0011 ips: 24.3660 images/s [10/23 07:37:49] ppdet.engine INFO: Epoch: [21] [340/610] learning_rate: 0.296194 loss_vfl: 0.910986 loss_bbox: 0.309313 loss_dfl: 0.200414 loss: 1.420672 eta: 3 days, 20:10:20 batch_cost: 2.0265 data_cost: 0.0011 ips: 23.6859 images/s [10/23 07:38:32] ppdet.engine INFO: Epoch: [21] [360/610] learning_rate: 0.296182 loss_vfl: 0.915886 loss_bbox: 0.339209 loss_dfl: 0.206514 loss: 1.455704 eta: 3 days, 20:09:47 batch_cost: 1.9764 data_cost: 0.0010 ips: 24.2866 images/s [10/23 07:39:15] ppdet.engine INFO: Epoch: [21] [380/610] learning_rate: 0.296171 loss_vfl: 0.936553 loss_bbox: 0.312525 loss_dfl: 0.192986 loss: 1.433087 eta: 3 days, 20:08:52 batch_cost: 1.8897 data_cost: 0.0010 ips: 25.4011 images/s [10/23 07:39:58] ppdet.engine INFO: Epoch: [21] [400/610] learning_rate: 0.296159 loss_vfl: 0.932757 loss_bbox: 0.328277 loss_dfl: 0.206427 loss: 1.468100 eta: 3 days, 20:08:10 batch_cost: 1.9425 data_cost: 0.0010 ips: 24.7110 images/s [10/23 07:40:41] ppdet.engine INFO: Epoch: [21] [420/610] learning_rate: 0.296148 loss_vfl: 0.944272 loss_bbox: 0.341849 loss_dfl: 0.211313 loss: 1.488967 eta: 3 days, 20:07:30 batch_cost: 1.9506 data_cost: 0.0012 ips: 24.6076 images/s [10/23 07:41:25] ppdet.engine INFO: Epoch: [21] [440/610] learning_rate: 0.296136 loss_vfl: 0.917393 loss_bbox: 0.309456 loss_dfl: 0.189254 loss: 1.430933 eta: 3 days, 20:06:54 batch_cost: 1.9679 data_cost: 0.0011 ips: 24.3911 images/s [10/23 07:42:08] ppdet.engine INFO: Epoch: [21] [460/610] learning_rate: 0.296125 loss_vfl: 0.923328 loss_bbox: 0.310414 loss_dfl: 0.201380 loss: 1.433980 eta: 3 days, 20:06:08 batch_cost: 1.9242 data_cost: 0.0010 ips: 24.9448 images/s [10/23 07:42:51] ppdet.engine INFO: Epoch: [21] [480/610] learning_rate: 0.296113 loss_vfl: 0.933841 loss_bbox: 0.320836 loss_dfl: 0.199893 loss: 1.462984 eta: 3 days, 20:05:36 batch_cost: 1.9798 data_cost: 0.0011 ips: 24.2446 images/s [10/23 07:43:35] ppdet.engine INFO: Epoch: [21] [500/610] learning_rate: 0.296101 loss_vfl: 0.919214 loss_bbox: 0.326326 loss_dfl: 0.197926 loss: 1.441435 eta: 3 days, 20:05:07 batch_cost: 1.9961 data_cost: 0.0011 ips: 24.0465 images/s [10/23 07:44:16] ppdet.engine INFO: Epoch: [21] [520/610] learning_rate: 0.296090 loss_vfl: 0.934495 loss_bbox: 0.324055 loss_dfl: 0.199680 loss: 1.488824 eta: 3 days, 20:04:12 batch_cost: 1.8913 data_cost: 0.0011 ips: 25.3793 images/s [10/23 07:44:58] ppdet.engine INFO: Epoch: [21] [540/610] learning_rate: 0.296078 loss_vfl: 0.948371 loss_bbox: 0.318768 loss_dfl: 0.197202 loss: 1.467044 eta: 3 days, 20:03:27 batch_cost: 1.9302 data_cost: 0.0011 ips: 24.8681 images/s [10/23 07:45:41] ppdet.engine INFO: Epoch: [21] [560/610] learning_rate: 0.296066 loss_vfl: 0.950484 loss_bbox: 0.318283 loss_dfl: 0.204913 loss: 1.478072 eta: 3 days, 20:02:44 batch_cost: 1.9346 data_cost: 0.0011 ips: 24.8116 images/s [10/23 07:46:24] ppdet.engine INFO: Epoch: [21] [580/610] learning_rate: 0.296054 loss_vfl: 0.918377 loss_bbox: 0.330710 loss_dfl: 0.209528 loss: 1.468914 eta: 3 days, 20:02:02 batch_cost: 1.9441 data_cost: 0.0011 ips: 24.6902 images/s [10/23 07:47:05] ppdet.engine INFO: Epoch: [21] [600/610] learning_rate: 0.296043 loss_vfl: 0.932087 loss_bbox: 0.348602 loss_dfl: 0.212496 loss: 1.517165 eta: 3 days, 20:00:53 batch_cost: 1.8353 data_cost: 0.0011 ips: 26.1531 images/s [10/23 07:47:35] ppdet.engine INFO: Epoch: [22] [ 0/610] learning_rate: 0.296037 loss_vfl: 0.921843 loss_bbox: 0.346845 loss_dfl: 0.202037 loss: 1.464319 eta: 3 days, 20:02:00 batch_cost: 2.2074 data_cost: 0.1730 ips: 21.7446 images/s [10/23 07:48:21] ppdet.engine INFO: Epoch: [22] [ 20/610] learning_rate: 0.296025 loss_vfl: 0.931577 loss_bbox: 0.313951 loss_dfl: 0.199939 loss: 1.465747 eta: 3 days, 20:01:45 batch_cost: 2.0523 data_cost: 0.0010 ips: 23.3880 images/s [10/23 07:49:03] ppdet.engine INFO: Epoch: [22] [ 40/610] learning_rate: 0.296013 loss_vfl: 0.933449 loss_bbox: 0.341322 loss_dfl: 0.210936 loss: 1.491534 eta: 3 days, 20:00:57 batch_cost: 1.9174 data_cost: 0.0011 ips: 25.0336 images/s [10/23 07:49:47] ppdet.engine INFO: Epoch: [22] [ 60/610] learning_rate: 0.296001 loss_vfl: 0.920137 loss_bbox: 0.323589 loss_dfl: 0.199178 loss: 1.439147 eta: 3 days, 20:00:34 batch_cost: 2.0174 data_cost: 0.0010 ips: 23.7933 images/s [10/23 07:50:31] ppdet.engine INFO: Epoch: [22] [ 80/610] learning_rate: 0.295990 loss_vfl: 0.951248 loss_bbox: 0.333207 loss_dfl: 0.207311 loss: 1.473311 eta: 3 days, 20:00:07 batch_cost: 2.0024 data_cost: 0.0010 ips: 23.9718 images/s [10/23 07:51:15] ppdet.engine INFO: Epoch: [22] [100/610] learning_rate: 0.295978 loss_vfl: 0.935823 loss_bbox: 0.323293 loss_dfl: 0.207969 loss: 1.478139 eta: 3 days, 19:59:42 batch_cost: 2.0107 data_cost: 0.0011 ips: 23.8722 images/s [10/23 07:51:59] ppdet.engine INFO: Epoch: [22] [120/610] learning_rate: 0.295966 loss_vfl: 0.918778 loss_bbox: 0.332638 loss_dfl: 0.203026 loss: 1.444139 eta: 3 days, 19:59:04 batch_cost: 1.9560 data_cost: 0.0011 ips: 24.5398 images/s [10/23 07:52:41] ppdet.engine INFO: Epoch: [22] [140/610] learning_rate: 0.295954 loss_vfl: 0.922953 loss_bbox: 0.346312 loss_dfl: 0.210995 loss: 1.467346 eta: 3 days, 19:58:23 batch_cost: 1.9496 data_cost: 0.0012 ips: 24.6204 images/s [10/23 07:53:25] ppdet.engine INFO: Epoch: [22] [160/610] learning_rate: 0.295942 loss_vfl: 0.926551 loss_bbox: 0.322514 loss_dfl: 0.202085 loss: 1.482878 eta: 3 days, 19:57:47 batch_cost: 1.9644 data_cost: 0.0011 ips: 24.4353 images/s [10/23 07:54:08] ppdet.engine INFO: Epoch: [22] [180/610] learning_rate: 0.295930 loss_vfl: 0.910064 loss_bbox: 0.341922 loss_dfl: 0.213649 loss: 1.462799 eta: 3 days, 19:57:10 batch_cost: 1.9624 data_cost: 0.0010 ips: 24.4605 images/s [10/23 07:54:51] ppdet.engine INFO: Epoch: [22] [200/610] learning_rate: 0.295918 loss_vfl: 0.931060 loss_bbox: 0.336900 loss_dfl: 0.209668 loss: 1.474623 eta: 3 days, 19:56:29 batch_cost: 1.9490 data_cost: 0.0011 ips: 24.6274 images/s [10/23 07:55:33] ppdet.engine INFO: Epoch: [22] [220/610] learning_rate: 0.295906 loss_vfl: 0.929784 loss_bbox: 0.325229 loss_dfl: 0.205360 loss: 1.459352 eta: 3 days, 19:55:40 batch_cost: 1.9132 data_cost: 0.0010 ips: 25.0890 images/s [10/23 07:56:15] ppdet.engine INFO: Epoch: [22] [240/610] learning_rate: 0.295894 loss_vfl: 0.926639 loss_bbox: 0.320505 loss_dfl: 0.204573 loss: 1.449136 eta: 3 days, 19:54:50 batch_cost: 1.9085 data_cost: 0.0011 ips: 25.1509 images/s [10/23 07:56:57] ppdet.engine INFO: Epoch: [22] [260/610] learning_rate: 0.295882 loss_vfl: 0.940954 loss_bbox: 0.321891 loss_dfl: 0.205706 loss: 1.470868 eta: 3 days, 19:53:57 batch_cost: 1.8969 data_cost: 0.0010 ips: 25.3040 images/s [10/23 07:57:41] ppdet.engine INFO: Epoch: [22] [280/610] learning_rate: 0.295871 loss_vfl: 0.923358 loss_bbox: 0.323328 loss_dfl: 0.197386 loss: 1.443982 eta: 3 days, 19:53:23 batch_cost: 1.9779 data_cost: 0.0010 ips: 24.2682 images/s [10/23 07:58:23] ppdet.engine INFO: Epoch: [22] [300/610] learning_rate: 0.295858 loss_vfl: 0.938900 loss_bbox: 0.332696 loss_dfl: 0.208390 loss: 1.469021 eta: 3 days, 19:52:22 batch_cost: 1.8650 data_cost: 0.0010 ips: 25.7375 images/s [10/23 07:59:06] ppdet.engine INFO: Epoch: [22] [320/610] learning_rate: 0.295846 loss_vfl: 0.913145 loss_bbox: 0.348955 loss_dfl: 0.213156 loss: 1.477075 eta: 3 days, 19:51:38 batch_cost: 1.9316 data_cost: 0.0010 ips: 24.8497 images/s [10/23 07:59:48] ppdet.engine INFO: Epoch: [22] [340/610] learning_rate: 0.295834 loss_vfl: 0.962456 loss_bbox: 0.309862 loss_dfl: 0.189173 loss: 1.455838 eta: 3 days, 19:50:57 batch_cost: 1.9444 data_cost: 0.0011 ips: 24.6858 images/s [10/23 08:00:31] ppdet.engine INFO: Epoch: [22] [360/610] learning_rate: 0.295822 loss_vfl: 0.945206 loss_bbox: 0.321253 loss_dfl: 0.195957 loss: 1.466003 eta: 3 days, 19:50:21 batch_cost: 1.9696 data_cost: 0.0011 ips: 24.3701 images/s [10/23 08:01:14] ppdet.engine INFO: Epoch: [22] [380/610] learning_rate: 0.295810 loss_vfl: 0.919005 loss_bbox: 0.331586 loss_dfl: 0.210714 loss: 1.456100 eta: 3 days, 19:49:35 batch_cost: 1.9243 data_cost: 0.0011 ips: 24.9444 images/s [10/23 08:01:57] ppdet.engine INFO: Epoch: [22] [400/610] learning_rate: 0.295798 loss_vfl: 0.942090 loss_bbox: 0.317980 loss_dfl: 0.195494 loss: 1.447147 eta: 3 days, 19:49:03 batch_cost: 1.9808 data_cost: 0.0011 ips: 24.2330 images/s [10/23 08:02:40] ppdet.engine INFO: Epoch: [22] [420/610] learning_rate: 0.295786 loss_vfl: 0.935504 loss_bbox: 0.321264 loss_dfl: 0.204112 loss: 1.466070 eta: 3 days, 19:48:26 batch_cost: 1.9634 data_cost: 0.0011 ips: 24.4468 images/s [10/23 08:03:25] ppdet.engine INFO: Epoch: [22] [440/610] learning_rate: 0.295774 loss_vfl: 0.940719 loss_bbox: 0.331885 loss_dfl: 0.201814 loss: 1.471234 eta: 3 days, 19:47:59 batch_cost: 2.0050 data_cost: 0.0011 ips: 23.9405 images/s [10/23 08:04:07] ppdet.engine INFO: Epoch: [22] [460/610] learning_rate: 0.295762 loss_vfl: 0.919489 loss_bbox: 0.323290 loss_dfl: 0.200683 loss: 1.435413 eta: 3 days, 19:47:08 batch_cost: 1.9043 data_cost: 0.0010 ips: 25.2059 images/s [10/23 08:04:50] ppdet.engine INFO: Epoch: [22] [480/610] learning_rate: 0.295750 loss_vfl: 0.930691 loss_bbox: 0.311717 loss_dfl: 0.193031 loss: 1.428498 eta: 3 days, 19:46:38 batch_cost: 1.9900 data_cost: 0.0010 ips: 24.1212 images/s [10/23 08:05:34] ppdet.engine INFO: Epoch: [22] [500/610] learning_rate: 0.295737 loss_vfl: 0.925743 loss_bbox: 0.315113 loss_dfl: 0.201124 loss: 1.454034 eta: 3 days, 19:46:00 batch_cost: 1.9577 data_cost: 0.0010 ips: 24.5186 images/s [10/23 08:06:17] ppdet.engine INFO: Epoch: [22] [520/610] learning_rate: 0.295725 loss_vfl: 0.927056 loss_bbox: 0.326186 loss_dfl: 0.198619 loss: 1.463611 eta: 3 days, 19:45:17 batch_cost: 1.9409 data_cost: 0.0010 ips: 24.7307 images/s [10/23 08:07:00] ppdet.engine INFO: Epoch: [22] [540/610] learning_rate: 0.295713 loss_vfl: 0.929017 loss_bbox: 0.281502 loss_dfl: 0.184922 loss: 1.383524 eta: 3 days, 19:44:37 batch_cost: 1.9484 data_cost: 0.0011 ips: 24.6360 images/s [10/23 08:07:42] ppdet.engine INFO: Epoch: [22] [560/610] learning_rate: 0.295701 loss_vfl: 0.917896 loss_bbox: 0.323310 loss_dfl: 0.204794 loss: 1.476697 eta: 3 days, 19:43:46 batch_cost: 1.9057 data_cost: 0.0011 ips: 25.1879 images/s [10/23 08:08:25] ppdet.engine INFO: Epoch: [22] [580/610] learning_rate: 0.295689 loss_vfl: 0.904614 loss_bbox: 0.332173 loss_dfl: 0.205824 loss: 1.441175 eta: 3 days, 19:43:00 batch_cost: 1.9226 data_cost: 0.0011 ips: 24.9667 images/s [10/23 08:09:06] ppdet.engine INFO: Epoch: [22] [600/610] learning_rate: 0.295676 loss_vfl: 0.930335 loss_bbox: 0.297023 loss_dfl: 0.196023 loss: 1.457438 eta: 3 days, 19:42:02 batch_cost: 1.8746 data_cost: 0.0012 ips: 25.6056 images/s [10/23 08:09:39] ppdet.engine INFO: Epoch: [23] [ 0/610] learning_rate: 0.295670 loss_vfl: 0.923891 loss_bbox: 0.301346 loss_dfl: 0.196086 loss: 1.437710 eta: 3 days, 19:43:24 batch_cost: 2.2996 data_cost: 0.3169 ips: 20.8729 images/s [10/23 08:10:23] ppdet.engine INFO: Epoch: [23] [ 20/610] learning_rate: 0.295658 loss_vfl: 0.912748 loss_bbox: 0.333023 loss_dfl: 0.211432 loss: 1.463598 eta: 3 days, 19:43:08 batch_cost: 2.0503 data_cost: 0.0012 ips: 23.4106 images/s [10/23 08:11:06] ppdet.engine INFO: Epoch: [23] [ 40/610] learning_rate: 0.295646 loss_vfl: 0.905281 loss_bbox: 0.321238 loss_dfl: 0.206286 loss: 1.442574 eta: 3 days, 19:42:26 batch_cost: 1.9413 data_cost: 0.0011 ips: 24.7261 images/s [10/23 08:11:50] ppdet.engine INFO: Epoch: [23] [ 60/610] learning_rate: 0.295633 loss_vfl: 0.903647 loss_bbox: 0.342355 loss_dfl: 0.209397 loss: 1.478824 eta: 3 days, 19:41:46 batch_cost: 1.9518 data_cost: 0.0011 ips: 24.5929 images/s [10/23 08:12:33] ppdet.engine INFO: Epoch: [23] [ 80/610] learning_rate: 0.295621 loss_vfl: 0.936067 loss_bbox: 0.315221 loss_dfl: 0.195495 loss: 1.441490 eta: 3 days, 19:40:56 batch_cost: 1.9092 data_cost: 0.0010 ips: 25.1412 images/s [10/23 08:13:16] ppdet.engine INFO: Epoch: [23] [100/610] learning_rate: 0.295609 loss_vfl: 0.918924 loss_bbox: 0.337619 loss_dfl: 0.202974 loss: 1.470153 eta: 3 days, 19:40:18 batch_cost: 1.9564 data_cost: 0.0012 ips: 24.5354 images/s [10/23 08:13:59] ppdet.engine INFO: Epoch: [23] [120/610] learning_rate: 0.295596 loss_vfl: 0.921870 loss_bbox: 0.316780 loss_dfl: 0.202650 loss: 1.453461 eta: 3 days, 19:39:31 batch_cost: 1.9215 data_cost: 0.0011 ips: 24.9809 images/s [10/23 08:14:43] ppdet.engine INFO: Epoch: [23] [140/610] learning_rate: 0.295584 loss_vfl: 0.897362 loss_bbox: 0.318694 loss_dfl: 0.195978 loss: 1.449443 eta: 3 days, 19:38:50 batch_cost: 1.9473 data_cost: 0.0011 ips: 24.6500 images/s [10/23 08:15:26] ppdet.engine INFO: Epoch: [23] [160/610] learning_rate: 0.295571 loss_vfl: 0.922366 loss_bbox: 0.321446 loss_dfl: 0.197278 loss: 1.448733 eta: 3 days, 19:38:17 batch_cost: 1.9777 data_cost: 0.0011 ips: 24.2706 images/s [10/23 08:16:10] ppdet.engine INFO: Epoch: [23] [180/610] learning_rate: 0.295559 loss_vfl: 0.925667 loss_bbox: 0.324615 loss_dfl: 0.203318 loss: 1.451123 eta: 3 days, 19:37:40 batch_cost: 1.9646 data_cost: 0.0011 ips: 24.4321 images/s [10/23 08:16:53] ppdet.engine INFO: Epoch: [23] [200/610] learning_rate: 0.295546 loss_vfl: 0.933680 loss_bbox: 0.323156 loss_dfl: 0.193668 loss: 1.466438 eta: 3 days, 19:36:58 batch_cost: 1.9397 data_cost: 0.0040 ips: 24.7464 images/s [10/23 08:17:36] ppdet.engine INFO: Epoch: [23] [220/610] learning_rate: 0.295534 loss_vfl: 0.910826 loss_bbox: 0.344075 loss_dfl: 0.207582 loss: 1.463064 eta: 3 days, 19:36:20 batch_cost: 1.9611 data_cost: 0.0011 ips: 24.4761 images/s [10/23 08:18:20] ppdet.engine INFO: Epoch: [23] [240/610] learning_rate: 0.295521 loss_vfl: 0.917038 loss_bbox: 0.311571 loss_dfl: 0.191219 loss: 1.442056 eta: 3 days, 19:35:48 batch_cost: 1.9827 data_cost: 0.0010 ips: 24.2089 images/s [10/23 08:19:03] ppdet.engine INFO: Epoch: [23] [260/610] learning_rate: 0.295509 loss_vfl: 0.934185 loss_bbox: 0.309920 loss_dfl: 0.195492 loss: 1.446409 eta: 3 days, 19:35:08 batch_cost: 1.9509 data_cost: 0.0011 ips: 24.6039 images/s [10/23 08:19:46] ppdet.engine INFO: Epoch: [23] [280/610] learning_rate: 0.295496 loss_vfl: 0.922697 loss_bbox: 0.345145 loss_dfl: 0.202500 loss: 1.478229 eta: 3 days, 19:34:28 batch_cost: 1.9489 data_cost: 0.0011 ips: 24.6287 images/s [10/23 08:20:29] ppdet.engine INFO: Epoch: [23] [300/610] learning_rate: 0.295484 loss_vfl: 0.943876 loss_bbox: 0.296482 loss_dfl: 0.194996 loss: 1.451987 eta: 3 days, 19:33:46 batch_cost: 1.9419 data_cost: 0.0010 ips: 24.7184 images/s [10/23 08:21:14] ppdet.engine INFO: Epoch: [23] [320/610] learning_rate: 0.295471 loss_vfl: 0.904764 loss_bbox: 0.332379 loss_dfl: 0.207276 loss: 1.451557 eta: 3 days, 19:33:19 batch_cost: 2.0081 data_cost: 0.0012 ips: 23.9034 images/s [10/23 08:21:57] ppdet.engine INFO: Epoch: [23] [340/610] learning_rate: 0.295459 loss_vfl: 0.931502 loss_bbox: 0.327932 loss_dfl: 0.203366 loss: 1.443541 eta: 3 days, 19:32:37 batch_cost: 1.9435 data_cost: 0.0011 ips: 24.6981 images/s [10/23 08:22:39] ppdet.engine INFO: Epoch: [23] [360/610] learning_rate: 0.295446 loss_vfl: 0.919974 loss_bbox: 0.336104 loss_dfl: 0.204095 loss: 1.462641 eta: 3 days, 19:31:52 batch_cost: 1.9274 data_cost: 0.0011 ips: 24.9041 images/s [10/23 08:23:22] ppdet.engine INFO: Epoch: [23] [380/610] learning_rate: 0.295434 loss_vfl: 0.925154 loss_bbox: 0.321233 loss_dfl: 0.202216 loss: 1.443603 eta: 3 days, 19:31:19 batch_cost: 1.9789 data_cost: 0.0011 ips: 24.2563 images/s [10/23 08:24:05] ppdet.engine INFO: Epoch: [23] [400/610] learning_rate: 0.295421 loss_vfl: 0.927896 loss_bbox: 0.317066 loss_dfl: 0.201499 loss: 1.468202 eta: 3 days, 19:30:35 batch_cost: 1.9328 data_cost: 0.0011 ips: 24.8339 images/s [10/23 08:24:48] ppdet.engine INFO: Epoch: [23] [420/610] learning_rate: 0.295408 loss_vfl: 0.934079 loss_bbox: 0.319971 loss_dfl: 0.201737 loss: 1.458146 eta: 3 days, 19:29:54 batch_cost: 1.9461 data_cost: 0.0011 ips: 24.6642 images/s [10/23 08:25:31] ppdet.engine INFO: Epoch: [23] [440/610] learning_rate: 0.295396 loss_vfl: 0.915995 loss_bbox: 0.342369 loss_dfl: 0.208075 loss: 1.462948 eta: 3 days, 19:29:10 batch_cost: 1.9331 data_cost: 0.0011 ips: 24.8303 images/s [10/23 08:26:15] ppdet.engine INFO: Epoch: [23] [460/610] learning_rate: 0.295383 loss_vfl: 0.902232 loss_bbox: 0.335359 loss_dfl: 0.210723 loss: 1.460052 eta: 3 days, 19:28:27 batch_cost: 1.9398 data_cost: 0.0010 ips: 24.7443 images/s [10/23 08:26:58] ppdet.engine INFO: Epoch: [23] [480/610] learning_rate: 0.295370 loss_vfl: 0.939613 loss_bbox: 0.329373 loss_dfl: 0.202805 loss: 1.449001 eta: 3 days, 19:27:46 batch_cost: 1.9451 data_cost: 0.0010 ips: 24.6771 images/s [10/23 08:27:41] ppdet.engine INFO: Epoch: [23] [500/610] learning_rate: 0.295358 loss_vfl: 0.936195 loss_bbox: 0.300187 loss_dfl: 0.190516 loss: 1.452763 eta: 3 days, 19:27:08 batch_cost: 1.9574 data_cost: 0.0011 ips: 24.5227 images/s [10/23 08:28:24] ppdet.engine INFO: Epoch: [23] [520/610] learning_rate: 0.295345 loss_vfl: 0.923499 loss_bbox: 0.323703 loss_dfl: 0.201547 loss: 1.433844 eta: 3 days, 19:26:25 batch_cost: 1.9373 data_cost: 0.0011 ips: 24.7765 images/s [10/23 08:29:07] ppdet.engine INFO: Epoch: [23] [540/610] learning_rate: 0.295332 loss_vfl: 0.940890 loss_bbox: 0.316841 loss_dfl: 0.197340 loss: 1.461563 eta: 3 days, 19:25:41 batch_cost: 1.9335 data_cost: 0.0011 ips: 24.8254 images/s [10/23 08:29:51] ppdet.engine INFO: Epoch: [23] [560/610] learning_rate: 0.295319 loss_vfl: 0.933714 loss_bbox: 0.324380 loss_dfl: 0.195427 loss: 1.448231 eta: 3 days, 19:25:20 batch_cost: 2.0322 data_cost: 0.0010 ips: 23.6198 images/s [10/23 08:30:34] ppdet.engine INFO: Epoch: [23] [580/610] learning_rate: 0.295307 loss_vfl: 0.920121 loss_bbox: 0.319637 loss_dfl: 0.205643 loss: 1.448342 eta: 3 days, 19:24:32 batch_cost: 1.9182 data_cost: 0.0010 ips: 25.0234 images/s [10/23 08:31:15] ppdet.engine INFO: Epoch: [23] [600/610] learning_rate: 0.295294 loss_vfl: 0.945526 loss_bbox: 0.311255 loss_dfl: 0.190879 loss: 1.455206 eta: 3 days, 19:23:29 batch_cost: 1.8499 data_cost: 0.0011 ips: 25.9475 images/s [10/23 08:31:48] ppdet.engine INFO: Epoch: [24] [ 0/610] learning_rate: 0.295287 loss_vfl: 0.934475 loss_bbox: 0.289343 loss_dfl: 0.192061 loss: 1.434103 eta: 3 days, 19:24:58 batch_cost: 2.3424 data_cost: 0.3323 ips: 20.4919 images/s [10/23 08:32:33] ppdet.engine INFO: Epoch: [24] [ 20/610] learning_rate: 0.295275 loss_vfl: 0.913132 loss_bbox: 0.302820 loss_dfl: 0.204790 loss: 1.458370 eta: 3 days, 19:24:24 batch_cost: 1.9784 data_cost: 0.0012 ips: 24.2625 images/s [10/23 08:33:15] ppdet.engine INFO: Epoch: [24] [ 40/610] learning_rate: 0.295262 loss_vfl: 0.911584 loss_bbox: 0.347354 loss_dfl: 0.209135 loss: 1.491899 eta: 3 days, 19:23:39 batch_cost: 1.9306 data_cost: 0.0011 ips: 24.8622 images/s [10/23 08:33:58] ppdet.engine INFO: Epoch: [24] [ 60/610] learning_rate: 0.295249 loss_vfl: 0.915823 loss_bbox: 0.309918 loss_dfl: 0.197305 loss: 1.418966 eta: 3 days, 19:22:56 batch_cost: 1.9341 data_cost: 0.0011 ips: 24.8175 images/s [10/23 08:34:42] ppdet.engine INFO: Epoch: [24] [ 80/610] learning_rate: 0.295236 loss_vfl: 0.914230 loss_bbox: 0.339123 loss_dfl: 0.208052 loss: 1.460716 eta: 3 days, 19:22:21 batch_cost: 1.9761 data_cost: 0.0011 ips: 24.2904 images/s [10/23 08:35:25] ppdet.engine INFO: Epoch: [24] [100/610] learning_rate: 0.295223 loss_vfl: 0.920873 loss_bbox: 0.312168 loss_dfl: 0.200929 loss: 1.446390 eta: 3 days, 19:21:25 batch_cost: 1.8788 data_cost: 0.0011 ips: 25.5488 images/s [10/23 08:36:09] ppdet.engine INFO: Epoch: [24] [120/610] learning_rate: 0.295210 loss_vfl: 0.921239 loss_bbox: 0.336968 loss_dfl: 0.204074 loss: 1.482968 eta: 3 days, 19:20:55 batch_cost: 1.9942 data_cost: 0.0011 ips: 24.0700 images/s [10/23 08:36:52] ppdet.engine INFO: Epoch: [24] [140/610] learning_rate: 0.295197 loss_vfl: 0.921726 loss_bbox: 0.330239 loss_dfl: 0.206899 loss: 1.447862 eta: 3 days, 19:20:08 batch_cost: 1.9221 data_cost: 0.0010 ips: 24.9721 images/s [10/23 08:37:33] ppdet.engine INFO: Epoch: [24] [160/610] learning_rate: 0.295184 loss_vfl: 0.900688 loss_bbox: 0.318633 loss_dfl: 0.205524 loss: 1.417437 eta: 3 days, 19:19:08 batch_cost: 1.8621 data_cost: 0.0011 ips: 25.7772 images/s [10/23 08:38:15] ppdet.engine INFO: Epoch: [24] [180/610] learning_rate: 0.295172 loss_vfl: 0.915646 loss_bbox: 0.340451 loss_dfl: 0.207514 loss: 1.464893 eta: 3 days, 19:18:10 batch_cost: 1.8718 data_cost: 0.0010 ips: 25.6438 images/s [10/23 08:38:58] ppdet.engine INFO: Epoch: [24] [200/610] learning_rate: 0.295159 loss_vfl: 0.948107 loss_bbox: 0.308102 loss_dfl: 0.192262 loss: 1.463720 eta: 3 days, 19:17:26 batch_cost: 1.9292 data_cost: 0.0011 ips: 24.8813 images/s [10/23 08:39:41] ppdet.engine INFO: Epoch: [24] [220/610] learning_rate: 0.295146 loss_vfl: 0.930864 loss_bbox: 0.296145 loss_dfl: 0.193596 loss: 1.426955 eta: 3 days, 19:16:38 batch_cost: 1.9162 data_cost: 0.0011 ips: 25.0500 images/s [10/23 08:40:25] ppdet.engine INFO: Epoch: [24] [240/610] learning_rate: 0.295133 loss_vfl: 0.931576 loss_bbox: 0.322669 loss_dfl: 0.203386 loss: 1.461006 eta: 3 days, 19:15:58 batch_cost: 1.9524 data_cost: 0.0011 ips: 24.5847 images/s [10/23 08:41:08] ppdet.engine INFO: Epoch: [24] [260/610] learning_rate: 0.295120 loss_vfl: 0.919351 loss_bbox: 0.317268 loss_dfl: 0.203670 loss: 1.458782 eta: 3 days, 19:15:12 batch_cost: 1.9206 data_cost: 0.0011 ips: 24.9918 images/s [10/23 08:41:51] ppdet.engine INFO: Epoch: [24] [280/610] learning_rate: 0.295106 loss_vfl: 0.919076 loss_bbox: 0.327849 loss_dfl: 0.202402 loss: 1.449209 eta: 3 days, 19:14:33 batch_cost: 1.9579 data_cost: 0.0010 ips: 24.5161 images/s [10/23 08:42:33] ppdet.engine INFO: Epoch: [24] [300/610] learning_rate: 0.295093 loss_vfl: 0.937866 loss_bbox: 0.335928 loss_dfl: 0.204960 loss: 1.473173 eta: 3 days, 19:13:50 batch_cost: 1.9349 data_cost: 0.0010 ips: 24.8069 images/s [10/23 08:43:17] ppdet.engine INFO: Epoch: [24] [320/610] learning_rate: 0.295080 loss_vfl: 0.902800 loss_bbox: 0.311197 loss_dfl: 0.202302 loss: 1.430720 eta: 3 days, 19:13:10 batch_cost: 1.9495 data_cost: 0.0011 ips: 24.6212 images/s [10/23 08:44:00] ppdet.engine INFO: Epoch: [24] [340/610] learning_rate: 0.295067 loss_vfl: 0.938756 loss_bbox: 0.305045 loss_dfl: 0.197926 loss: 1.441375 eta: 3 days, 19:12:33 batch_cost: 1.9625 data_cost: 0.0011 ips: 24.4587 images/s [10/23 08:44:43] ppdet.engine INFO: Epoch: [24] [360/610] learning_rate: 0.295054 loss_vfl: 0.948033 loss_bbox: 0.299065 loss_dfl: 0.188189 loss: 1.426425 eta: 3 days, 19:11:53 batch_cost: 1.9523 data_cost: 0.0011 ips: 24.5860 images/s [10/23 08:45:25] ppdet.engine INFO: Epoch: [24] [380/610] learning_rate: 0.295041 loss_vfl: 0.927680 loss_bbox: 0.321096 loss_dfl: 0.213303 loss: 1.465838 eta: 3 days, 19:10:58 batch_cost: 1.8830 data_cost: 0.0011 ips: 25.4907 images/s [10/23 08:46:07] ppdet.engine INFO: Epoch: [24] [400/610] learning_rate: 0.295028 loss_vfl: 0.926791 loss_bbox: 0.331607 loss_dfl: 0.204919 loss: 1.459334 eta: 3 days, 19:10:15 batch_cost: 1.9385 data_cost: 0.0010 ips: 24.7614 images/s [10/23 08:46:50] ppdet.engine INFO: Epoch: [24] [420/610] learning_rate: 0.295015 loss_vfl: 0.921218 loss_bbox: 0.317654 loss_dfl: 0.194408 loss: 1.426660 eta: 3 days, 19:09:26 batch_cost: 1.9066 data_cost: 0.0011 ips: 25.1760 images/s [10/23 08:47:34] ppdet.engine INFO: Epoch: [24] [440/610] learning_rate: 0.295002 loss_vfl: 0.932588 loss_bbox: 0.322742 loss_dfl: 0.202999 loss: 1.465042 eta: 3 days, 19:08:57 batch_cost: 2.0004 data_cost: 0.0011 ips: 23.9953 images/s [10/23 08:48:18] ppdet.engine INFO: Epoch: [24] [460/610] learning_rate: 0.294988 loss_vfl: 0.921842 loss_bbox: 0.327610 loss_dfl: 0.199093 loss: 1.425919 eta: 3 days, 19:08:21 batch_cost: 1.9684 data_cost: 0.0012 ips: 24.3855 images/s [10/23 08:49:01] ppdet.engine INFO: Epoch: [24] [480/610] learning_rate: 0.294975 loss_vfl: 0.938707 loss_bbox: 0.346272 loss_dfl: 0.213503 loss: 1.487361 eta: 3 days, 19:07:37 batch_cost: 1.9330 data_cost: 0.0011 ips: 24.8318 images/s [10/23 08:49:44] ppdet.engine INFO: Epoch: [24] [500/610] learning_rate: 0.294962 loss_vfl: 0.944153 loss_bbox: 0.328205 loss_dfl: 0.201048 loss: 1.461025 eta: 3 days, 19:07:04 batch_cost: 1.9819 data_cost: 0.0011 ips: 24.2196 images/s [10/23 08:50:27] ppdet.engine INFO: Epoch: [24] [520/610] learning_rate: 0.294949 loss_vfl: 0.933576 loss_bbox: 0.321048 loss_dfl: 0.201023 loss: 1.475468 eta: 3 days, 19:06:23 batch_cost: 1.9427 data_cost: 0.0011 ips: 24.7078 images/s [10/23 08:51:09] ppdet.engine INFO: Epoch: [24] [540/610] learning_rate: 0.294935 loss_vfl: 0.916344 loss_bbox: 0.340318 loss_dfl: 0.202243 loss: 1.458195 eta: 3 days, 19:05:38 batch_cost: 1.9277 data_cost: 0.0011 ips: 24.8996 images/s [10/23 08:51:53] ppdet.engine INFO: Epoch: [24] [560/610] learning_rate: 0.294922 loss_vfl: 0.941364 loss_bbox: 0.309606 loss_dfl: 0.196556 loss: 1.438991 eta: 3 days, 19:05:01 batch_cost: 1.9628 data_cost: 0.0011 ips: 24.4554 images/s [10/23 08:52:35] ppdet.engine INFO: Epoch: [24] [580/610] learning_rate: 0.294909 loss_vfl: 0.911031 loss_bbox: 0.330167 loss_dfl: 0.207008 loss: 1.449108 eta: 3 days, 19:04:15 batch_cost: 1.9237 data_cost: 0.0010 ips: 24.9513 images/s [10/23 08:53:16] ppdet.engine INFO: Epoch: [24] [600/610] learning_rate: 0.294896 loss_vfl: 0.926698 loss_bbox: 0.312331 loss_dfl: 0.197471 loss: 1.428141 eta: 3 days, 19:03:10 batch_cost: 1.8362 data_cost: 0.0021 ips: 26.1405 images/s [10/23 08:53:48] ppdet.engine INFO: Epoch: [25] [ 0/610] learning_rate: 0.294889 loss_vfl: 0.916787 loss_bbox: 0.323647 loss_dfl: 0.201142 loss: 1.424685 eta: 3 days, 19:04:21 batch_cost: 2.2865 data_cost: 0.2753 ips: 20.9929 images/s [10/23 08:54:32] ppdet.engine INFO: Epoch: [25] [ 20/610] learning_rate: 0.294876 loss_vfl: 0.912154 loss_bbox: 0.343435 loss_dfl: 0.213787 loss: 1.450245 eta: 3 days, 19:03:48 batch_cost: 1.9839 data_cost: 0.0011 ips: 24.1954 images/s [10/23 08:55:16] ppdet.engine INFO: Epoch: [25] [ 40/610] learning_rate: 0.294862 loss_vfl: 0.920463 loss_bbox: 0.308901 loss_dfl: 0.197501 loss: 1.429455 eta: 3 days, 19:03:18 batch_cost: 1.9933 data_cost: 0.0012 ips: 24.0812 images/s [10/23 08:55:59] ppdet.engine INFO: Epoch: [25] [ 60/610] learning_rate: 0.294849 loss_vfl: 0.932279 loss_bbox: 0.332333 loss_dfl: 0.203980 loss: 1.456992 eta: 3 days, 19:02:34 batch_cost: 1.9318 data_cost: 0.0011 ips: 24.8476 images/s [10/23 08:56:42] ppdet.engine INFO: Epoch: [25] [ 80/610] learning_rate: 0.294835 loss_vfl: 0.928306 loss_bbox: 0.338250 loss_dfl: 0.202226 loss: 1.449658 eta: 3 days, 19:01:54 batch_cost: 1.9497 data_cost: 0.0012 ips: 24.6198 images/s [10/23 08:57:25] ppdet.engine INFO: Epoch: [25] [100/610] learning_rate: 0.294822 loss_vfl: 0.884606 loss_bbox: 0.307755 loss_dfl: 0.188767 loss: 1.395116 eta: 3 days, 19:01:03 batch_cost: 1.9041 data_cost: 0.0011 ips: 25.2082 images/s [10/23 08:58:07] ppdet.engine INFO: Epoch: [25] [120/610] learning_rate: 0.294809 loss_vfl: 0.913145 loss_bbox: 0.322837 loss_dfl: 0.196281 loss: 1.423200 eta: 3 days, 19:00:15 batch_cost: 1.9135 data_cost: 0.0010 ips: 25.0843 images/s [10/23 08:58:49] ppdet.engine INFO: Epoch: [25] [140/610] learning_rate: 0.294795 loss_vfl: 0.926767 loss_bbox: 0.321097 loss_dfl: 0.204280 loss: 1.439735 eta: 3 days, 18:59:25 batch_cost: 1.9030 data_cost: 0.0010 ips: 25.2235 images/s [10/23 08:59:32] ppdet.engine INFO: Epoch: [25] [160/610] learning_rate: 0.294782 loss_vfl: 0.930851 loss_bbox: 0.308580 loss_dfl: 0.196146 loss: 1.436531 eta: 3 days, 18:58:50 batch_cost: 1.9734 data_cost: 0.0010 ips: 24.3241 images/s [10/23 09:00:15] ppdet.engine INFO: Epoch: [25] [180/610] learning_rate: 0.294768 loss_vfl: 0.928785 loss_bbox: 0.327630 loss_dfl: 0.209250 loss: 1.464298 eta: 3 days, 18:58:11 batch_cost: 1.9541 data_cost: 0.0010 ips: 24.5643 images/s [10/23 09:00:58] ppdet.engine INFO: Epoch: [25] [200/610] learning_rate: 0.294755 loss_vfl: 0.898830 loss_bbox: 0.338155 loss_dfl: 0.207836 loss: 1.455914 eta: 3 days, 18:57:34 batch_cost: 1.9640 data_cost: 0.0011 ips: 24.4403 images/s [10/23 09:01:41] ppdet.engine INFO: Epoch: [25] [220/610] learning_rate: 0.294741 loss_vfl: 0.916495 loss_bbox: 0.344672 loss_dfl: 0.212641 loss: 1.474225 eta: 3 days, 18:56:47 batch_cost: 1.9192 data_cost: 0.0011 ips: 25.0108 images/s [10/23 09:02:24] ppdet.engine INFO: Epoch: [25] [240/610] learning_rate: 0.294728 loss_vfl: 0.921220 loss_bbox: 0.313205 loss_dfl: 0.200486 loss: 1.435304 eta: 3 days, 18:56:09 batch_cost: 1.9566 data_cost: 0.0011 ips: 24.5324 images/s [10/23 09:03:08] ppdet.engine INFO: Epoch: [25] [260/610] learning_rate: 0.294714 loss_vfl: 0.916914 loss_bbox: 0.308099 loss_dfl: 0.190193 loss: 1.417858 eta: 3 days, 18:55:31 batch_cost: 1.9586 data_cost: 0.0010 ips: 24.5069 images/s [10/23 09:03:52] ppdet.engine INFO: Epoch: [25] [280/610] learning_rate: 0.294701 loss_vfl: 0.936092 loss_bbox: 0.325792 loss_dfl: 0.196533 loss: 1.472414 eta: 3 days, 18:55:02 batch_cost: 2.0041 data_cost: 0.0011 ips: 23.9515 images/s [10/23 09:04:34] ppdet.engine INFO: Epoch: [25] [300/610] learning_rate: 0.294687 loss_vfl: 0.911904 loss_bbox: 0.311833 loss_dfl: 0.191821 loss: 1.414834 eta: 3 days, 18:54:15 batch_cost: 1.9173 data_cost: 0.0010 ips: 25.0355 images/s [10/23 09:05:18] ppdet.engine INFO: Epoch: [25] [320/610] learning_rate: 0.294673 loss_vfl: 0.929037 loss_bbox: 0.330439 loss_dfl: 0.209185 loss: 1.465121 eta: 3 days, 18:53:49 batch_cost: 2.0161 data_cost: 0.0011 ips: 23.8082 images/s [10/23 09:06:01] ppdet.engine INFO: Epoch: [25] [340/610] learning_rate: 0.294660 loss_vfl: 0.928938 loss_bbox: 0.308481 loss_dfl: 0.198078 loss: 1.437305 eta: 3 days, 18:53:00 batch_cost: 1.9062 data_cost: 0.0010 ips: 25.1806 images/s [10/23 09:06:44] ppdet.engine INFO: Epoch: [25] [360/610] learning_rate: 0.294646 loss_vfl: 0.938521 loss_bbox: 0.312989 loss_dfl: 0.198503 loss: 1.434901 eta: 3 days, 18:52:23 batch_cost: 1.9662 data_cost: 0.0010 ips: 24.4127 images/s [10/23 09:07:27] ppdet.engine INFO: Epoch: [25] [380/610] learning_rate: 0.294633 loss_vfl: 0.910133 loss_bbox: 0.307954 loss_dfl: 0.192043 loss: 1.429547 eta: 3 days, 18:51:35 batch_cost: 1.9092 data_cost: 0.0010 ips: 25.1411 images/s [10/23 09:08:09] ppdet.engine INFO: Epoch: [25] [400/610] learning_rate: 0.294619 loss_vfl: 0.934171 loss_bbox: 0.311023 loss_dfl: 0.198997 loss: 1.476631 eta: 3 days, 18:50:53 batch_cost: 1.9440 data_cost: 0.0011 ips: 24.6916 images/s [10/23 09:08:52] ppdet.engine INFO: Epoch: [25] [420/610] learning_rate: 0.294605 loss_vfl: 0.907316 loss_bbox: 0.327371 loss_dfl: 0.202468 loss: 1.439128 eta: 3 days, 18:49:59 batch_cost: 1.8852 data_cost: 0.0011 ips: 25.4611 images/s [10/23 09:09:33] ppdet.engine INFO: Epoch: [25] [440/610] learning_rate: 0.294591 loss_vfl: 0.931591 loss_bbox: 0.309605 loss_dfl: 0.195790 loss: 1.433299 eta: 3 days, 18:49:01 batch_cost: 1.8618 data_cost: 0.0011 ips: 25.7810 images/s [10/23 09:10:16] ppdet.engine INFO: Epoch: [25] [460/610] learning_rate: 0.294578 loss_vfl: 0.908221 loss_bbox: 0.305144 loss_dfl: 0.190826 loss: 1.420995 eta: 3 days, 18:48:18 batch_cost: 1.9375 data_cost: 0.0011 ips: 24.7747 images/s [10/23 09:10:59] ppdet.engine INFO: Epoch: [25] [480/610] learning_rate: 0.294564 loss_vfl: 0.911536 loss_bbox: 0.323383 loss_dfl: 0.207520 loss: 1.452213 eta: 3 days, 18:47:35 batch_cost: 1.9374 data_cost: 0.0011 ips: 24.7760 images/s [10/23 09:11:42] ppdet.engine INFO: Epoch: [25] [500/610] learning_rate: 0.294550 loss_vfl: 0.926090 loss_bbox: 0.298281 loss_dfl: 0.197284 loss: 1.432400 eta: 3 days, 18:46:52 batch_cost: 1.9331 data_cost: 0.0010 ips: 24.8301 images/s [10/23 09:12:25] ppdet.engine INFO: Epoch: [25] [520/610] learning_rate: 0.294537 loss_vfl: 0.946619 loss_bbox: 0.303663 loss_dfl: 0.191733 loss: 1.406741 eta: 3 days, 18:46:02 batch_cost: 1.9033 data_cost: 0.0010 ips: 25.2188 images/s [10/23 09:13:08] ppdet.engine INFO: Epoch: [25] [540/610] learning_rate: 0.294523 loss_vfl: 0.919620 loss_bbox: 0.305664 loss_dfl: 0.196906 loss: 1.427158 eta: 3 days, 18:45:18 batch_cost: 1.9324 data_cost: 0.0011 ips: 24.8397 images/s [10/23 09:13:51] ppdet.engine INFO: Epoch: [25] [560/610] learning_rate: 0.294509 loss_vfl: 0.913730 loss_bbox: 0.333209 loss_dfl: 0.206629 loss: 1.460761 eta: 3 days, 18:44:35 batch_cost: 1.9326 data_cost: 0.0041 ips: 24.8369 images/s [10/23 09:14:34] ppdet.engine INFO: Epoch: [25] [580/610] learning_rate: 0.294495 loss_vfl: 0.951122 loss_bbox: 0.313914 loss_dfl: 0.196339 loss: 1.444679 eta: 3 days, 18:43:58 batch_cost: 1.9627 data_cost: 0.0011 ips: 24.4560 images/s [10/23 09:15:14] ppdet.engine INFO: Epoch: [25] [600/610] learning_rate: 0.294481 loss_vfl: 0.925437 loss_bbox: 0.328042 loss_dfl: 0.206830 loss: 1.421740 eta: 3 days, 18:42:55 batch_cost: 1.8414 data_cost: 0.0012 ips: 26.0672 images/s [10/23 09:15:45] ppdet.engine INFO: Epoch: [26] [ 0/610] learning_rate: 0.294474 loss_vfl: 0.933845 loss_bbox: 0.309744 loss_dfl: 0.198183 loss: 1.429919 eta: 3 days, 18:43:46 batch_cost: 2.1951 data_cost: 0.2006 ips: 21.8666 images/s [10/23 09:16:31] ppdet.engine INFO: Epoch: [26] [ 20/610] learning_rate: 0.294461 loss_vfl: 0.923753 loss_bbox: 0.315198 loss_dfl: 0.198581 loss: 1.440201 eta: 3 days, 18:43:31 batch_cost: 2.0706 data_cost: 0.0011 ips: 23.1818 images/s [10/23 09:17:14] ppdet.engine INFO: Epoch: [26] [ 40/610] learning_rate: 0.294447 loss_vfl: 0.925972 loss_bbox: 0.325308 loss_dfl: 0.204145 loss: 1.451035 eta: 3 days, 18:42:51 batch_cost: 1.9497 data_cost: 0.0010 ips: 24.6197 images/s [10/23 09:17:58] ppdet.engine INFO: Epoch: [26] [ 60/610] learning_rate: 0.294433 loss_vfl: 0.914783 loss_bbox: 0.326234 loss_dfl: 0.208859 loss: 1.466487 eta: 3 days, 18:42:24 batch_cost: 2.0112 data_cost: 0.0011 ips: 23.8662 images/s [10/23 09:18:41] ppdet.engine INFO: Epoch: [26] [ 80/610] learning_rate: 0.294419 loss_vfl: 0.939776 loss_bbox: 0.321449 loss_dfl: 0.205900 loss: 1.476025 eta: 3 days, 18:41:42 batch_cost: 1.9410 data_cost: 0.0046 ips: 24.7300 images/s [10/23 09:19:23] ppdet.engine INFO: Epoch: [26] [100/610] learning_rate: 0.294405 loss_vfl: 0.918672 loss_bbox: 0.295989 loss_dfl: 0.193122 loss: 1.417985 eta: 3 days, 18:40:57 batch_cost: 1.9264 data_cost: 0.0011 ips: 24.9171 images/s [10/23 09:20:06] ppdet.engine INFO: Epoch: [26] [120/610] learning_rate: 0.294391 loss_vfl: 0.905325 loss_bbox: 0.321656 loss_dfl: 0.197697 loss: 1.409812 eta: 3 days, 18:40:12 batch_cost: 1.9286 data_cost: 0.0011 ips: 24.8880 images/s [10/23 09:20:49] ppdet.engine INFO: Epoch: [26] [140/610] learning_rate: 0.294377 loss_vfl: 0.922691 loss_bbox: 0.319215 loss_dfl: 0.201467 loss: 1.451433 eta: 3 days, 18:39:37 batch_cost: 1.9731 data_cost: 0.0011 ips: 24.3271 images/s [10/23 09:21:33] ppdet.engine INFO: Epoch: [26] [160/610] learning_rate: 0.294363 loss_vfl: 0.903663 loss_bbox: 0.327722 loss_dfl: 0.203635 loss: 1.435432 eta: 3 days, 18:38:52 batch_cost: 1.9261 data_cost: 0.0011 ips: 24.9213 images/s [10/23 09:22:16] ppdet.engine INFO: Epoch: [26] [180/610] learning_rate: 0.294349 loss_vfl: 0.930401 loss_bbox: 0.316453 loss_dfl: 0.202794 loss: 1.447603 eta: 3 days, 18:38:02 batch_cost: 1.9016 data_cost: 0.0011 ips: 25.2416 images/s [10/23 09:22:59] ppdet.engine INFO: Epoch: [26] [200/610] learning_rate: 0.294335 loss_vfl: 0.939114 loss_bbox: 0.323624 loss_dfl: 0.202277 loss: 1.462250 eta: 3 days, 18:37:28 batch_cost: 1.9772 data_cost: 0.0011 ips: 24.2767 images/s [10/23 09:23:43] ppdet.engine INFO: Epoch: [26] [220/610] learning_rate: 0.294321 loss_vfl: 0.923467 loss_bbox: 0.329306 loss_dfl: 0.205944 loss: 1.461763 eta: 3 days, 18:36:51 batch_cost: 1.9670 data_cost: 0.0011 ips: 24.4032 images/s [10/23 09:24:27] ppdet.engine INFO: Epoch: [26] [240/610] learning_rate: 0.294307 loss_vfl: 0.914627 loss_bbox: 0.329658 loss_dfl: 0.203856 loss: 1.434333 eta: 3 days, 18:36:19 batch_cost: 1.9859 data_cost: 0.0011 ips: 24.1710 images/s [10/23 09:25:09] ppdet.engine INFO: Epoch: [26] [260/610] learning_rate: 0.294293 loss_vfl: 0.927419 loss_bbox: 0.305038 loss_dfl: 0.193188 loss: 1.444860 eta: 3 days, 18:35:35 batch_cost: 1.9307 data_cost: 0.0011 ips: 24.8615 images/s [10/23 09:25:53] ppdet.engine INFO: Epoch: [26] [280/610] learning_rate: 0.294279 loss_vfl: 0.943428 loss_bbox: 0.351564 loss_dfl: 0.213820 loss: 1.510533 eta: 3 days, 18:34:58 batch_cost: 1.9628 data_cost: 0.0010 ips: 24.4544 images/s [10/23 09:26:36] ppdet.engine INFO: Epoch: [26] [300/610] learning_rate: 0.294265 loss_vfl: 0.919147 loss_bbox: 0.298455 loss_dfl: 0.198321 loss: 1.427998 eta: 3 days, 18:34:16 batch_cost: 1.9427 data_cost: 0.0011 ips: 24.7080 images/s [10/23 09:27:19] ppdet.engine INFO: Epoch: [26] [320/610] learning_rate: 0.294251 loss_vfl: 0.919483 loss_bbox: 0.342505 loss_dfl: 0.213140 loss: 1.458376 eta: 3 days, 18:33:30 batch_cost: 1.9186 data_cost: 0.0011 ips: 25.0182 images/s [10/23 09:28:02] ppdet.engine INFO: Epoch: [26] [340/610] learning_rate: 0.294236 loss_vfl: 0.920859 loss_bbox: 0.303255 loss_dfl: 0.198146 loss: 1.455622 eta: 3 days, 18:32:45 batch_cost: 1.9271 data_cost: 0.0010 ips: 24.9080 images/s [10/23 09:28:44] ppdet.engine INFO: Epoch: [26] [360/610] learning_rate: 0.294222 loss_vfl: 0.909447 loss_bbox: 0.332380 loss_dfl: 0.210299 loss: 1.472594 eta: 3 days, 18:32:01 batch_cost: 1.9312 data_cost: 0.0010 ips: 24.8546 images/s [10/23 09:29:28] ppdet.engine INFO: Epoch: [26] [380/610] learning_rate: 0.294208 loss_vfl: 0.914526 loss_bbox: 0.326696 loss_dfl: 0.202807 loss: 1.449228 eta: 3 days, 18:31:23 batch_cost: 1.9611 data_cost: 0.0010 ips: 24.4759 images/s [10/23 09:30:11] ppdet.engine INFO: Epoch: [26] [400/610] learning_rate: 0.294194 loss_vfl: 0.942716 loss_bbox: 0.306653 loss_dfl: 0.195682 loss: 1.436285 eta: 3 days, 18:30:44 batch_cost: 1.9504 data_cost: 0.0010 ips: 24.6109 images/s [10/23 09:30:53] ppdet.engine INFO: Epoch: [26] [420/610] learning_rate: 0.294180 loss_vfl: 0.934141 loss_bbox: 0.317683 loss_dfl: 0.206096 loss: 1.460543 eta: 3 days, 18:29:52 batch_cost: 1.8915 data_cost: 0.0011 ips: 25.3764 images/s [10/23 09:31:35] ppdet.engine INFO: Epoch: [26] [440/610] learning_rate: 0.294166 loss_vfl: 0.935475 loss_bbox: 0.293713 loss_dfl: 0.189125 loss: 1.439980 eta: 3 days, 18:29:13 batch_cost: 1.9555 data_cost: 0.0011 ips: 24.5459 images/s [10/23 09:32:18] ppdet.engine INFO: Epoch: [26] [460/610] learning_rate: 0.294151 loss_vfl: 0.918555 loss_bbox: 0.324491 loss_dfl: 0.200748 loss: 1.446429 eta: 3 days, 18:28:25 batch_cost: 1.9128 data_cost: 0.0011 ips: 25.0943 images/s [10/23 09:33:01] ppdet.engine INFO: Epoch: [26] [480/610] learning_rate: 0.294137 loss_vfl: 0.928953 loss_bbox: 0.309607 loss_dfl: 0.197809 loss: 1.434051 eta: 3 days, 18:27:43 batch_cost: 1.9362 data_cost: 0.0011 ips: 24.7912 images/s [10/23 09:33:44] ppdet.engine INFO: Epoch: [26] [500/610] learning_rate: 0.294123 loss_vfl: 0.928546 loss_bbox: 0.309347 loss_dfl: 0.200562 loss: 1.466445 eta: 3 days, 18:27:05 batch_cost: 1.9602 data_cost: 0.0010 ips: 24.4872 images/s [10/23 09:34:27] ppdet.engine INFO: Epoch: [26] [520/610] learning_rate: 0.294109 loss_vfl: 0.919788 loss_bbox: 0.308208 loss_dfl: 0.197923 loss: 1.427491 eta: 3 days, 18:26:27 batch_cost: 1.9583 data_cost: 0.0010 ips: 24.5111 images/s [10/23 09:35:11] ppdet.engine INFO: Epoch: [26] [540/610] learning_rate: 0.294094 loss_vfl: 0.912516 loss_bbox: 0.328055 loss_dfl: 0.200070 loss: 1.434303 eta: 3 days, 18:25:45 batch_cost: 1.9442 data_cost: 0.0010 ips: 24.6886 images/s [10/23 09:35:54] ppdet.engine INFO: Epoch: [26] [560/610] learning_rate: 0.294080 loss_vfl: 0.920515 loss_bbox: 0.330844 loss_dfl: 0.210959 loss: 1.477517 eta: 3 days, 18:25:06 batch_cost: 1.9523 data_cost: 0.0011 ips: 24.5862 images/s [10/23 09:36:37] ppdet.engine INFO: Epoch: [26] [580/610] learning_rate: 0.294066 loss_vfl: 0.940259 loss_bbox: 0.296655 loss_dfl: 0.194391 loss: 1.445992 eta: 3 days, 18:24:30 batch_cost: 1.9691 data_cost: 0.0010 ips: 24.3768 images/s [10/23 09:37:18] ppdet.engine INFO: Epoch: [26] [600/610] learning_rate: 0.294051 loss_vfl: 0.931255 loss_bbox: 0.342972 loss_dfl: 0.204215 loss: 1.483705 eta: 3 days, 18:23:39 batch_cost: 1.8961 data_cost: 0.0012 ips: 25.3149 images/s [10/23 09:37:49] ppdet.engine INFO: Epoch: [27] [ 0/610] learning_rate: 0.294044 loss_vfl: 0.934022 loss_bbox: 0.331637 loss_dfl: 0.198589 loss: 1.466780 eta: 3 days, 18:24:34 batch_cost: 2.2682 data_cost: 0.2129 ips: 21.1623 images/s [10/23 09:38:36] ppdet.engine INFO: Epoch: [27] [ 20/610] learning_rate: 0.294030 loss_vfl: 0.909242 loss_bbox: 0.326695 loss_dfl: 0.206715 loss: 1.455788 eta: 3 days, 18:24:19 batch_cost: 2.0721 data_cost: 0.0011 ips: 23.1651 images/s [10/23 09:39:19] ppdet.engine INFO: Epoch: [27] [ 40/610] learning_rate: 0.294015 loss_vfl: 0.915551 loss_bbox: 0.339206 loss_dfl: 0.210036 loss: 1.455513 eta: 3 days, 18:23:40 batch_cost: 1.9560 data_cost: 0.0011 ips: 24.5395 images/s [10/23 09:40:02] ppdet.engine INFO: Epoch: [27] [ 60/610] learning_rate: 0.294001 loss_vfl: 0.922982 loss_bbox: 0.295366 loss_dfl: 0.185955 loss: 1.432458 eta: 3 days, 18:23:02 batch_cost: 1.9602 data_cost: 0.0011 ips: 24.4873 images/s [10/23 09:40:45] ppdet.engine INFO: Epoch: [27] [ 80/610] learning_rate: 0.293986 loss_vfl: 0.901392 loss_bbox: 0.314534 loss_dfl: 0.198831 loss: 1.432362 eta: 3 days, 18:22:28 batch_cost: 1.9802 data_cost: 0.0012 ips: 24.2405 images/s [10/23 09:41:28] ppdet.engine INFO: Epoch: [27] [100/610] learning_rate: 0.293972 loss_vfl: 0.926879 loss_bbox: 0.321790 loss_dfl: 0.195962 loss: 1.448158 eta: 3 days, 18:21:49 batch_cost: 1.9537 data_cost: 0.0011 ips: 24.5694 images/s [10/23 09:42:11] ppdet.engine INFO: Epoch: [27] [120/610] learning_rate: 0.293958 loss_vfl: 0.908562 loss_bbox: 0.313385 loss_dfl: 0.194900 loss: 1.439474 eta: 3 days, 18:21:05 batch_cost: 1.9320 data_cost: 0.0011 ips: 24.8452 images/s [10/23 09:42:54] ppdet.engine INFO: Epoch: [27] [140/610] learning_rate: 0.293943 loss_vfl: 0.905031 loss_bbox: 0.327119 loss_dfl: 0.201145 loss: 1.413662 eta: 3 days, 18:20:31 batch_cost: 1.9789 data_cost: 0.0010 ips: 24.2556 images/s [10/23 09:43:38] ppdet.engine INFO: Epoch: [27] [160/610] learning_rate: 0.293929 loss_vfl: 0.929385 loss_bbox: 0.316440 loss_dfl: 0.197861 loss: 1.450773 eta: 3 days, 18:19:56 batch_cost: 1.9734 data_cost: 0.0010 ips: 24.3241 images/s [10/23 09:44:21] ppdet.engine INFO: Epoch: [27] [180/610] learning_rate: 0.293914 loss_vfl: 0.930422 loss_bbox: 0.338140 loss_dfl: 0.208319 loss: 1.479776 eta: 3 days, 18:19:13 batch_cost: 1.9361 data_cost: 0.0047 ips: 24.7915 images/s [10/23 09:45:03] ppdet.engine INFO: Epoch: [27] [200/610] learning_rate: 0.293900 loss_vfl: 0.907330 loss_bbox: 0.342090 loss_dfl: 0.203870 loss: 1.447148 eta: 3 days, 18:18:23 batch_cost: 1.8985 data_cost: 0.0010 ips: 25.2833 images/s [10/23 09:45:46] ppdet.engine INFO: Epoch: [27] [220/610] learning_rate: 0.293885 loss_vfl: 0.916548 loss_bbox: 0.324827 loss_dfl: 0.203053 loss: 1.452916 eta: 3 days, 18:17:38 batch_cost: 1.9249 data_cost: 0.0010 ips: 24.9368 images/s [10/23 09:46:29] ppdet.engine INFO: Epoch: [27] [240/610] learning_rate: 0.293870 loss_vfl: 0.911288 loss_bbox: 0.323395 loss_dfl: 0.200258 loss: 1.455475 eta: 3 days, 18:16:52 batch_cost: 1.9234 data_cost: 0.0010 ips: 24.9553 images/s [10/23 09:47:12] ppdet.engine INFO: Epoch: [27] [260/610] learning_rate: 0.293856 loss_vfl: 0.906798 loss_bbox: 0.335171 loss_dfl: 0.201551 loss: 1.437586 eta: 3 days, 18:16:12 batch_cost: 1.9486 data_cost: 0.0010 ips: 24.6325 images/s [10/23 09:47:54] ppdet.engine INFO: Epoch: [27] [280/610] learning_rate: 0.293841 loss_vfl: 0.930296 loss_bbox: 0.320368 loss_dfl: 0.199739 loss: 1.455189 eta: 3 days, 18:15:25 batch_cost: 1.9147 data_cost: 0.0010 ips: 25.0697 images/s [10/23 09:48:37] ppdet.engine INFO: Epoch: [27] [300/610] learning_rate: 0.293827 loss_vfl: 0.924134 loss_bbox: 0.332174 loss_dfl: 0.211724 loss: 1.467304 eta: 3 days, 18:14:41 batch_cost: 1.9314 data_cost: 0.0011 ips: 24.8529 images/s [10/23 09:49:19] ppdet.engine INFO: Epoch: [27] [320/610] learning_rate: 0.293812 loss_vfl: 0.918969 loss_bbox: 0.326777 loss_dfl: 0.202596 loss: 1.454060 eta: 3 days, 18:13:56 batch_cost: 1.9231 data_cost: 0.0011 ips: 24.9602 images/s [10/23 09:50:02] ppdet.engine INFO: Epoch: [27] [340/610] learning_rate: 0.293797 loss_vfl: 0.929882 loss_bbox: 0.321548 loss_dfl: 0.200739 loss: 1.458687 eta: 3 days, 18:13:13 batch_cost: 1.9341 data_cost: 0.0010 ips: 24.8172 images/s [10/23 09:50:44] ppdet.engine INFO: Epoch: [27] [360/610] learning_rate: 0.293783 loss_vfl: 0.921513 loss_bbox: 0.328728 loss_dfl: 0.207542 loss: 1.456122 eta: 3 days, 18:12:25 batch_cost: 1.9066 data_cost: 0.0011 ips: 25.1756 images/s [10/23 09:51:27] ppdet.engine INFO: Epoch: [27] [380/610] learning_rate: 0.293768 loss_vfl: 0.925014 loss_bbox: 0.333638 loss_dfl: 0.210614 loss: 1.465482 eta: 3 days, 18:11:43 batch_cost: 1.9420 data_cost: 0.0010 ips: 24.7169 images/s [10/23 09:52:10] ppdet.engine INFO: Epoch: [27] [400/610] learning_rate: 0.293753 loss_vfl: 0.938476 loss_bbox: 0.321882 loss_dfl: 0.198363 loss: 1.467576 eta: 3 days, 18:11:01 batch_cost: 1.9407 data_cost: 0.0011 ips: 24.7336 images/s [10/23 09:52:53] ppdet.engine INFO: Epoch: [27] [420/610] learning_rate: 0.293739 loss_vfl: 0.918489 loss_bbox: 0.341799 loss_dfl: 0.216058 loss: 1.445835 eta: 3 days, 18:10:23 batch_cost: 1.9585 data_cost: 0.0011 ips: 24.5086 images/s [10/23 09:53:36] ppdet.engine INFO: Epoch: [27] [440/610] learning_rate: 0.293724 loss_vfl: 0.937051 loss_bbox: 0.321535 loss_dfl: 0.199725 loss: 1.471228 eta: 3 days, 18:09:38 batch_cost: 1.9231 data_cost: 0.0011 ips: 24.9594 images/s [10/23 09:54:20] ppdet.engine INFO: Epoch: [27] [460/610] learning_rate: 0.293709 loss_vfl: 0.914665 loss_bbox: 0.313901 loss_dfl: 0.197149 loss: 1.438914 eta: 3 days, 18:09:02 batch_cost: 1.9718 data_cost: 0.0010 ips: 24.3432 images/s [10/23 09:55:02] ppdet.engine INFO: Epoch: [27] [480/610] learning_rate: 0.293694 loss_vfl: 0.921135 loss_bbox: 0.340313 loss_dfl: 0.210655 loss: 1.477924 eta: 3 days, 18:08:11 batch_cost: 1.8937 data_cost: 0.0010 ips: 25.3466 images/s [10/23 09:55:45] ppdet.engine INFO: Epoch: [27] [500/610] learning_rate: 0.293680 loss_vfl: 0.919474 loss_bbox: 0.355526 loss_dfl: 0.214113 loss: 1.482840 eta: 3 days, 18:07:28 batch_cost: 1.9346 data_cost: 0.0010 ips: 24.8107 images/s [10/23 09:56:28] ppdet.engine INFO: Epoch: [27] [520/610] learning_rate: 0.293665 loss_vfl: 0.918294 loss_bbox: 0.326533 loss_dfl: 0.203303 loss: 1.468060 eta: 3 days, 18:06:49 batch_cost: 1.9540 data_cost: 0.0010 ips: 24.5652 images/s [10/23 09:57:10] ppdet.engine INFO: Epoch: [27] [540/610] learning_rate: 0.293650 loss_vfl: 0.923511 loss_bbox: 0.335277 loss_dfl: 0.210583 loss: 1.478592 eta: 3 days, 18:06:01 batch_cost: 1.9085 data_cost: 0.0010 ips: 25.1510 images/s [10/23 09:57:52] ppdet.engine INFO: Epoch: [27] [560/610] learning_rate: 0.293635 loss_vfl: 0.904161 loss_bbox: 0.330424 loss_dfl: 0.208651 loss: 1.452780 eta: 3 days, 18:05:13 batch_cost: 1.9098 data_cost: 0.0010 ips: 25.1334 images/s [10/23 09:58:35] ppdet.engine INFO: Epoch: [27] [580/610] learning_rate: 0.293620 loss_vfl: 0.920855 loss_bbox: 0.340462 loss_dfl: 0.213604 loss: 1.451987 eta: 3 days, 18:04:28 batch_cost: 1.9205 data_cost: 0.0010 ips: 24.9934 images/s [10/23 09:59:16] ppdet.engine INFO: Epoch: [27] [600/610] learning_rate: 0.293605 loss_vfl: 0.917933 loss_bbox: 0.322528 loss_dfl: 0.210863 loss: 1.447296 eta: 3 days, 18:03:32 batch_cost: 1.8683 data_cost: 0.0011 ips: 25.6918 images/s [10/23 09:59:49] ppdet.engine INFO: Epoch: [28] [ 0/610] learning_rate: 0.293598 loss_vfl: 0.939757 loss_bbox: 0.322082 loss_dfl: 0.205031 loss: 1.466525 eta: 3 days, 18:04:44 batch_cost: 2.3749 data_cost: 0.3526 ips: 20.2110 images/s [10/23 10:00:33] ppdet.engine INFO: Epoch: [28] [ 20/610] learning_rate: 0.293583 loss_vfl: 0.901642 loss_bbox: 0.316421 loss_dfl: 0.199933 loss: 1.414012 eta: 3 days, 18:04:04 batch_cost: 1.9469 data_cost: 0.0013 ips: 24.6543 images/s [10/23 10:01:16] ppdet.engine INFO: Epoch: [28] [ 40/610] learning_rate: 0.293568 loss_vfl: 0.925722 loss_bbox: 0.298644 loss_dfl: 0.192142 loss: 1.424559 eta: 3 days, 18:03:21 batch_cost: 1.9358 data_cost: 0.0012 ips: 24.7963 images/s [10/23 10:01:58] ppdet.engine INFO: Epoch: [28] [ 60/610] learning_rate: 0.293553 loss_vfl: 0.907674 loss_bbox: 0.335421 loss_dfl: 0.212532 loss: 1.447632 eta: 3 days, 18:02:30 batch_cost: 1.8904 data_cost: 0.0010 ips: 25.3908 images/s [10/23 10:02:41] ppdet.engine INFO: Epoch: [28] [ 80/610] learning_rate: 0.293538 loss_vfl: 0.928810 loss_bbox: 0.313144 loss_dfl: 0.198360 loss: 1.420537 eta: 3 days, 18:01:41 batch_cost: 1.9035 data_cost: 0.0010 ips: 25.2164 images/s [10/23 10:03:23] ppdet.engine INFO: Epoch: [28] [100/610] learning_rate: 0.293523 loss_vfl: 0.916565 loss_bbox: 0.331438 loss_dfl: 0.209799 loss: 1.454464 eta: 3 days, 18:00:55 batch_cost: 1.9216 data_cost: 0.0011 ips: 24.9789 images/s [10/23 10:04:06] ppdet.engine INFO: Epoch: [28] [120/610] learning_rate: 0.293508 loss_vfl: 0.903983 loss_bbox: 0.325796 loss_dfl: 0.202231 loss: 1.448744 eta: 3 days, 18:00:08 batch_cost: 1.9138 data_cost: 0.0010 ips: 25.0805 images/s [10/23 10:04:49] ppdet.engine INFO: Epoch: [28] [140/610] learning_rate: 0.293493 loss_vfl: 0.913432 loss_bbox: 0.318981 loss_dfl: 0.199035 loss: 1.424489 eta: 3 days, 17:59:24 batch_cost: 1.9284 data_cost: 0.0010 ips: 24.8914 images/s [10/23 10:05:32] ppdet.engine INFO: Epoch: [28] [160/610] learning_rate: 0.293478 loss_vfl: 0.920609 loss_bbox: 0.330034 loss_dfl: 0.205602 loss: 1.455914 eta: 3 days, 17:58:50 batch_cost: 1.9763 data_cost: 0.0042 ips: 24.2880 images/s [10/23 10:06:15] ppdet.engine INFO: Epoch: [28] [180/610] learning_rate: 0.293463 loss_vfl: 0.928249 loss_bbox: 0.310175 loss_dfl: 0.191937 loss: 1.444116 eta: 3 days, 17:57:59 batch_cost: 1.8967 data_cost: 0.0011 ips: 25.3065 images/s [10/23 10:06:58] ppdet.engine INFO: Epoch: [28] [200/610] learning_rate: 0.293448 loss_vfl: 0.908743 loss_bbox: 0.318762 loss_dfl: 0.193558 loss: 1.422570 eta: 3 days, 17:57:14 batch_cost: 1.9213 data_cost: 0.0011 ips: 24.9835 images/s [10/23 10:07:40] ppdet.engine INFO: Epoch: [28] [220/610] learning_rate: 0.293433 loss_vfl: 0.911015 loss_bbox: 0.319842 loss_dfl: 0.206352 loss: 1.449018 eta: 3 days, 17:56:33 batch_cost: 1.9435 data_cost: 0.0010 ips: 24.6975 images/s [10/23 10:08:22] ppdet.engine INFO: Epoch: [28] [240/610] learning_rate: 0.293418 loss_vfl: 0.920785 loss_bbox: 0.305975 loss_dfl: 0.194976 loss: 1.419530 eta: 3 days, 17:55:43 batch_cost: 1.8987 data_cost: 0.0010 ips: 25.2807 images/s [10/23 10:09:05] ppdet.engine INFO: Epoch: [28] [260/610] learning_rate: 0.293403 loss_vfl: 0.913009 loss_bbox: 0.313284 loss_dfl: 0.197311 loss: 1.423166 eta: 3 days, 17:54:59 batch_cost: 1.9266 data_cost: 0.0010 ips: 24.9141 images/s [10/23 10:09:48] ppdet.engine INFO: Epoch: [28] [280/610] learning_rate: 0.293388 loss_vfl: 0.933010 loss_bbox: 0.318491 loss_dfl: 0.201954 loss: 1.467195 eta: 3 days, 17:54:17 batch_cost: 1.9406 data_cost: 0.0010 ips: 24.7343 images/s [10/23 10:10:31] ppdet.engine INFO: Epoch: [28] [300/610] learning_rate: 0.293373 loss_vfl: 0.943094 loss_bbox: 0.304140 loss_dfl: 0.192271 loss: 1.453183 eta: 3 days, 17:53:38 batch_cost: 1.9553 data_cost: 0.0010 ips: 24.5485 images/s [10/23 10:11:14] ppdet.engine INFO: Epoch: [28] [320/610] learning_rate: 0.293358 loss_vfl: 0.921399 loss_bbox: 0.345119 loss_dfl: 0.209216 loss: 1.478808 eta: 3 days, 17:53:05 batch_cost: 1.9842 data_cost: 0.0010 ips: 24.1914 images/s [10/23 10:11:57] ppdet.engine INFO: Epoch: [28] [340/610] learning_rate: 0.293342 loss_vfl: 0.912455 loss_bbox: 0.324978 loss_dfl: 0.197311 loss: 1.440657 eta: 3 days, 17:52:26 batch_cost: 1.9530 data_cost: 0.0011 ips: 24.5770 images/s [10/23 10:12:41] ppdet.engine INFO: Epoch: [28] [360/610] learning_rate: 0.293327 loss_vfl: 0.914227 loss_bbox: 0.317950 loss_dfl: 0.199394 loss: 1.443138 eta: 3 days, 17:51:56 batch_cost: 2.0024 data_cost: 0.0011 ips: 23.9712 images/s [10/23 10:13:24] ppdet.engine INFO: Epoch: [28] [380/610] learning_rate: 0.293312 loss_vfl: 0.937424 loss_bbox: 0.338060 loss_dfl: 0.210668 loss: 1.484021 eta: 3 days, 17:51:20 batch_cost: 1.9693 data_cost: 0.0010 ips: 24.3745 images/s [10/23 10:14:06] ppdet.engine INFO: Epoch: [28] [400/610] learning_rate: 0.293297 loss_vfl: 0.924372 loss_bbox: 0.321869 loss_dfl: 0.200705 loss: 1.471614 eta: 3 days, 17:50:32 batch_cost: 1.9068 data_cost: 0.0010 ips: 25.1730 images/s [10/23 10:14:49] ppdet.engine INFO: Epoch: [28] [420/610] learning_rate: 0.293282 loss_vfl: 0.912787 loss_bbox: 0.328592 loss_dfl: 0.205163 loss: 1.460112 eta: 3 days, 17:49:46 batch_cost: 1.9209 data_cost: 0.0010 ips: 24.9886 images/s [10/23 10:15:31] ppdet.engine INFO: Epoch: [28] [440/610] learning_rate: 0.293266 loss_vfl: 0.940010 loss_bbox: 0.297621 loss_dfl: 0.201531 loss: 1.464104 eta: 3 days, 17:48:57 batch_cost: 1.9002 data_cost: 0.0010 ips: 25.2601 images/s [10/23 10:16:14] ppdet.engine INFO: Epoch: [28] [460/610] learning_rate: 0.293251 loss_vfl: 0.913463 loss_bbox: 0.325832 loss_dfl: 0.205712 loss: 1.450016 eta: 3 days, 17:48:18 batch_cost: 1.9512 data_cost: 0.0010 ips: 24.6002 images/s [10/23 10:16:57] ppdet.engine INFO: Epoch: [28] [480/610] learning_rate: 0.293236 loss_vfl: 0.905614 loss_bbox: 0.325026 loss_dfl: 0.198728 loss: 1.451693 eta: 3 days, 17:47:39 batch_cost: 1.9543 data_cost: 0.0011 ips: 24.5611 images/s [10/23 10:17:40] ppdet.engine INFO: Epoch: [28] [500/610] learning_rate: 0.293220 loss_vfl: 0.909328 loss_bbox: 0.336021 loss_dfl: 0.213329 loss: 1.455165 eta: 3 days, 17:46:55 batch_cost: 1.9329 data_cost: 0.0011 ips: 24.8333 images/s [10/23 10:18:23] ppdet.engine INFO: Epoch: [28] [520/610] learning_rate: 0.293205 loss_vfl: 0.930930 loss_bbox: 0.337919 loss_dfl: 0.211291 loss: 1.472618 eta: 3 days, 17:46:18 batch_cost: 1.9637 data_cost: 0.0010 ips: 24.4436 images/s [10/23 10:19:06] ppdet.engine INFO: Epoch: [28] [540/610] learning_rate: 0.293190 loss_vfl: 0.929303 loss_bbox: 0.317419 loss_dfl: 0.203350 loss: 1.467427 eta: 3 days, 17:45:30 batch_cost: 1.9070 data_cost: 0.0010 ips: 25.1699 images/s [10/23 10:19:49] ppdet.engine INFO: Epoch: [28] [560/610] learning_rate: 0.293174 loss_vfl: 0.930666 loss_bbox: 0.330056 loss_dfl: 0.204364 loss: 1.462608 eta: 3 days, 17:44:57 batch_cost: 1.9837 data_cost: 0.0011 ips: 24.1966 images/s [10/23 10:20:33] ppdet.engine INFO: Epoch: [28] [580/610] learning_rate: 0.293159 loss_vfl: 0.904516 loss_bbox: 0.327670 loss_dfl: 0.202315 loss: 1.434550 eta: 3 days, 17:44:19 batch_cost: 1.9579 data_cost: 0.0010 ips: 24.5158 images/s [10/23 10:21:14] ppdet.engine INFO: Epoch: [28] [600/610] learning_rate: 0.293144 loss_vfl: 0.918609 loss_bbox: 0.312706 loss_dfl: 0.193559 loss: 1.457286 eta: 3 days, 17:43:21 batch_cost: 1.8525 data_cost: 0.0011 ips: 25.9104 images/s [10/23 10:21:47] ppdet.engine INFO: Epoch: [29] [ 0/610] learning_rate: 0.293136 loss_vfl: 0.911520 loss_bbox: 0.321284 loss_dfl: 0.194631 loss: 1.445442 eta: 3 days, 17:44:22 batch_cost: 2.3062 data_cost: 0.1931 ips: 20.8135 images/s [10/23 10:22:30] ppdet.engine INFO: Epoch: [29] [ 20/610] learning_rate: 0.293121 loss_vfl: 0.919541 loss_bbox: 0.328117 loss_dfl: 0.201885 loss: 1.448476 eta: 3 days, 17:43:47 batch_cost: 1.9740 data_cost: 0.0011 ips: 24.3156 images/s [10/23 10:23:14] ppdet.engine INFO: Epoch: [29] [ 40/610] learning_rate: 0.293105 loss_vfl: 0.914601 loss_bbox: 0.313132 loss_dfl: 0.200531 loss: 1.431267 eta: 3 days, 17:43:14 batch_cost: 1.9882 data_cost: 0.0010 ips: 24.1423 images/s [10/23 10:23:57] ppdet.engine INFO: Epoch: [29] [ 60/610] learning_rate: 0.293090 loss_vfl: 0.929495 loss_bbox: 0.304818 loss_dfl: 0.191581 loss: 1.435125 eta: 3 days, 17:42:30 batch_cost: 1.9265 data_cost: 0.0010 ips: 24.9157 images/s [10/23 10:24:39] ppdet.engine INFO: Epoch: [29] [ 80/610] learning_rate: 0.293074 loss_vfl: 0.934833 loss_bbox: 0.333323 loss_dfl: 0.203373 loss: 1.472789 eta: 3 days, 17:41:48 batch_cost: 1.9404 data_cost: 0.0011 ips: 24.7372 images/s [10/23 10:25:23] ppdet.engine INFO: Epoch: [29] [100/610] learning_rate: 0.293059 loss_vfl: 0.912618 loss_bbox: 0.301669 loss_dfl: 0.193668 loss: 1.420907 eta: 3 days, 17:41:11 batch_cost: 1.9625 data_cost: 0.0011 ips: 24.4581 images/s [10/23 10:26:06] ppdet.engine INFO: Epoch: [29] [120/610] learning_rate: 0.293043 loss_vfl: 0.899970 loss_bbox: 0.318404 loss_dfl: 0.195003 loss: 1.439812 eta: 3 days, 17:40:34 batch_cost: 1.9654 data_cost: 0.0010 ips: 24.4228 images/s [10/23 10:26:49] ppdet.engine INFO: Epoch: [29] [140/610] learning_rate: 0.293028 loss_vfl: 0.923952 loss_bbox: 0.324280 loss_dfl: 0.200564 loss: 1.449504 eta: 3 days, 17:39:56 batch_cost: 1.9610 data_cost: 0.0010 ips: 24.4770 images/s [10/23 10:27:32] ppdet.engine INFO: Epoch: [29] [160/610] learning_rate: 0.293012 loss_vfl: 0.904640 loss_bbox: 0.326486 loss_dfl: 0.202399 loss: 1.426360 eta: 3 days, 17:39:10 batch_cost: 1.9176 data_cost: 0.0010 ips: 25.0314 images/s [10/23 10:28:15] ppdet.engine INFO: Epoch: [29] [180/610] learning_rate: 0.292997 loss_vfl: 0.953330 loss_bbox: 0.306400 loss_dfl: 0.199299 loss: 1.452670 eta: 3 days, 17:38:32 batch_cost: 1.9594 data_cost: 0.0010 ips: 24.4970 images/s [10/23 10:28:59] ppdet.engine INFO: Epoch: [29] [200/610] learning_rate: 0.292981 loss_vfl: 0.910398 loss_bbox: 0.310367 loss_dfl: 0.199953 loss: 1.445134 eta: 3 days, 17:37:56 batch_cost: 1.9698 data_cost: 0.0011 ips: 24.3680 images/s [10/23 10:29:42] ppdet.engine INFO: Epoch: [29] [220/610] learning_rate: 0.292966 loss_vfl: 0.930293 loss_bbox: 0.320027 loss_dfl: 0.200517 loss: 1.448163 eta: 3 days, 17:37:14 batch_cost: 1.9393 data_cost: 0.0011 ips: 24.7516 images/s [10/23 10:30:24] ppdet.engine INFO: Epoch: [29] [240/610] learning_rate: 0.292950 loss_vfl: 0.913630 loss_bbox: 0.308864 loss_dfl: 0.193999 loss: 1.428392 eta: 3 days, 17:36:27 batch_cost: 1.9134 data_cost: 0.0010 ips: 25.0867 images/s [10/23 10:31:07] ppdet.engine INFO: Epoch: [29] [260/610] learning_rate: 0.292934 loss_vfl: 0.893551 loss_bbox: 0.304816 loss_dfl: 0.191921 loss: 1.417501 eta: 3 days, 17:35:44 batch_cost: 1.9336 data_cost: 0.0011 ips: 24.8236 images/s [10/23 10:31:50] ppdet.engine INFO: Epoch: [29] [280/610] learning_rate: 0.292919 loss_vfl: 0.930964 loss_bbox: 0.331671 loss_dfl: 0.207218 loss: 1.463628 eta: 3 days, 17:35:01 batch_cost: 1.9313 data_cost: 0.0010 ips: 24.8531 images/s [10/23 10:32:33] ppdet.engine INFO: Epoch: [29] [300/610] learning_rate: 0.292903 loss_vfl: 0.893372 loss_bbox: 0.309292 loss_dfl: 0.197531 loss: 1.422774 eta: 3 days, 17:34:25 batch_cost: 1.9691 data_cost: 0.0010 ips: 24.3771 images/s [10/23 10:33:15] ppdet.engine INFO: Epoch: [29] [320/610] learning_rate: 0.292887 loss_vfl: 0.913397 loss_bbox: 0.298099 loss_dfl: 0.192362 loss: 1.422294 eta: 3 days, 17:33:31 batch_cost: 1.8767 data_cost: 0.0010 ips: 25.5764 images/s [10/23 10:33:58] ppdet.engine INFO: Epoch: [29] [340/610] learning_rate: 0.292872 loss_vfl: 0.931899 loss_bbox: 0.323554 loss_dfl: 0.201214 loss: 1.438294 eta: 3 days, 17:32:53 batch_cost: 1.9559 data_cost: 0.0011 ips: 24.5416 images/s [10/23 10:34:41] ppdet.engine INFO: Epoch: [29] [360/610] learning_rate: 0.292856 loss_vfl: 0.917024 loss_bbox: 0.297424 loss_dfl: 0.189641 loss: 1.410093 eta: 3 days, 17:32:06 batch_cost: 1.9150 data_cost: 0.0011 ips: 25.0656 images/s [10/23 10:35:23] ppdet.engine INFO: Epoch: [29] [380/610] learning_rate: 0.292840 loss_vfl: 0.898426 loss_bbox: 0.340296 loss_dfl: 0.209278 loss: 1.447803 eta: 3 days, 17:31:19 batch_cost: 1.9065 data_cost: 0.0010 ips: 25.1774 images/s [10/23 10:36:06] ppdet.engine INFO: Epoch: [29] [400/610] learning_rate: 0.292825 loss_vfl: 0.920735 loss_bbox: 0.326423 loss_dfl: 0.201399 loss: 1.452287 eta: 3 days, 17:30:39 batch_cost: 1.9500 data_cost: 0.0011 ips: 24.6155 images/s [10/23 10:36:49] ppdet.engine INFO: Epoch: [29] [420/610] learning_rate: 0.292809 loss_vfl: 0.912220 loss_bbox: 0.315399 loss_dfl: 0.195243 loss: 1.418055 eta: 3 days, 17:30:01 batch_cost: 1.9641 data_cost: 0.0011 ips: 24.4383 images/s [10/23 10:37:32] ppdet.engine INFO: Epoch: [29] [440/610] learning_rate: 0.292793 loss_vfl: 0.927336 loss_bbox: 0.308327 loss_dfl: 0.196536 loss: 1.424822 eta: 3 days, 17:29:16 batch_cost: 1.9207 data_cost: 0.0026 ips: 24.9910 images/s [10/23 10:38:15] ppdet.engine INFO: Epoch: [29] [460/610] learning_rate: 0.292777 loss_vfl: 0.915328 loss_bbox: 0.339967 loss_dfl: 0.208845 loss: 1.502234 eta: 3 days, 17:28:34 batch_cost: 1.9358 data_cost: 0.0010 ips: 24.7955 images/s [10/23 10:38:58] ppdet.engine INFO: Epoch: [29] [480/610] learning_rate: 0.292762 loss_vfl: 0.949200 loss_bbox: 0.303974 loss_dfl: 0.195199 loss: 1.419944 eta: 3 days, 17:27:51 batch_cost: 1.9343 data_cost: 0.0011 ips: 24.8147 images/s [10/23 10:39:41] ppdet.engine INFO: Epoch: [29] [500/610] learning_rate: 0.292746 loss_vfl: 0.937249 loss_bbox: 0.328544 loss_dfl: 0.203873 loss: 1.462040 eta: 3 days, 17:27:16 batch_cost: 1.9729 data_cost: 0.0011 ips: 24.3298 images/s [10/23 10:40:25] ppdet.engine INFO: Epoch: [29] [520/610] learning_rate: 0.292730 loss_vfl: 0.910948 loss_bbox: 0.315117 loss_dfl: 0.200738 loss: 1.419713 eta: 3 days, 17:26:40 batch_cost: 1.9728 data_cost: 0.0011 ips: 24.3315 images/s [10/23 10:41:08] ppdet.engine INFO: Epoch: [29] [540/610] learning_rate: 0.292714 loss_vfl: 0.905627 loss_bbox: 0.313732 loss_dfl: 0.204390 loss: 1.419135 eta: 3 days, 17:25:59 batch_cost: 1.9425 data_cost: 0.0011 ips: 24.7108 images/s [10/23 10:41:52] ppdet.engine INFO: Epoch: [29] [560/610] learning_rate: 0.292698 loss_vfl: 0.945473 loss_bbox: 0.325095 loss_dfl: 0.200260 loss: 1.461689 eta: 3 days, 17:25:26 batch_cost: 1.9889 data_cost: 0.0010 ips: 24.1345 images/s [10/23 10:42:35] ppdet.engine INFO: Epoch: [29] [580/610] learning_rate: 0.292682 loss_vfl: 0.912455 loss_bbox: 0.324629 loss_dfl: 0.200464 loss: 1.442562 eta: 3 days, 17:24:49 batch_cost: 1.9658 data_cost: 0.0010 ips: 24.4178 images/s [10/23 10:43:17] ppdet.engine INFO: Epoch: [29] [600/610] learning_rate: 0.292666 loss_vfl: 0.907138 loss_bbox: 0.320410 loss_dfl: 0.202935 loss: 1.445960 eta: 3 days, 17:23:57 batch_cost: 1.8814 data_cost: 0.0011 ips: 25.5129 images/s [10/23 10:43:37] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/23 10:43:37] ppdet.engine INFO: Eval iter: 0 [10/23 10:44:08] ppdet.engine INFO: Eval iter: 100 [10/23 10:44:31] ppdet.engine INFO: Eval iter: 200 [10/23 10:44:53] ppdet.engine INFO: Eval iter: 300 [10/23 10:45:16] ppdet.engine INFO: Eval iter: 400 [10/23 10:45:39] ppdet.engine INFO: Eval iter: 500 [10/23 10:46:02] ppdet.engine INFO: Eval iter: 600 [10/23 10:46:21] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.64s) creating index... index created! [10/23 10:46:22] 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=98.04s). Accumulating evaluation results... DONE (t=17.40s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.308 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.458 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.324 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.115 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.326 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.279 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.441 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.470 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.197 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.521 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.712 [10/23 10:48:25] ppdet.engine INFO: Total sample number: 4952, averge FPS: 32.793087703352214 [10/23 10:48:25] ppdet.engine INFO: Best test bbox ap is 0.308. [10/23 10:48:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/23 10:48:27] ppdet.engine INFO: Epoch: [30] [ 0/610] learning_rate: 0.292658 loss_vfl: 0.937418 loss_bbox: 0.320410 loss_dfl: 0.198467 loss: 1.471735 eta: 3 days, 17:23:19 batch_cost: 1.7818 data_cost: 0.0011 ips: 26.9387 images/s [10/23 10:49:11] ppdet.engine INFO: Epoch: [30] [ 20/610] learning_rate: 0.292643 loss_vfl: 0.923382 loss_bbox: 0.293102 loss_dfl: 0.191816 loss: 1.405583 eta: 3 days, 17:22:52 batch_cost: 2.0178 data_cost: 0.0013 ips: 23.7885 images/s [10/23 10:49:54] ppdet.engine INFO: Epoch: [30] [ 40/610] learning_rate: 0.292627 loss_vfl: 0.934357 loss_bbox: 0.304130 loss_dfl: 0.194113 loss: 1.432147 eta: 3 days, 17:22:09 batch_cost: 1.9329 data_cost: 0.0011 ips: 24.8326 images/s [10/23 10:50:37] ppdet.engine INFO: Epoch: [30] [ 60/610] learning_rate: 0.292611 loss_vfl: 0.908541 loss_bbox: 0.314923 loss_dfl: 0.200418 loss: 1.427330 eta: 3 days, 17:21:26 batch_cost: 1.9310 data_cost: 0.0010 ips: 24.8573 images/s [10/23 10:51:19] ppdet.engine INFO: Epoch: [30] [ 80/610] learning_rate: 0.292595 loss_vfl: 0.914267 loss_bbox: 0.328111 loss_dfl: 0.204302 loss: 1.443786 eta: 3 days, 17:20:44 batch_cost: 1.9385 data_cost: 0.0010 ips: 24.7609 images/s [10/23 10:52:02] ppdet.engine INFO: Epoch: [30] [100/610] learning_rate: 0.292579 loss_vfl: 0.909827 loss_bbox: 0.310357 loss_dfl: 0.199480 loss: 1.428528 eta: 3 days, 17:20:06 batch_cost: 1.9625 data_cost: 0.0010 ips: 24.4589 images/s [10/23 10:52:45] ppdet.engine INFO: Epoch: [30] [120/610] learning_rate: 0.292563 loss_vfl: 0.908174 loss_bbox: 0.295599 loss_dfl: 0.186613 loss: 1.386876 eta: 3 days, 17:19:22 batch_cost: 1.9269 data_cost: 0.0010 ips: 24.9103 images/s [10/23 10:53:28] ppdet.engine INFO: Epoch: [30] [140/610] learning_rate: 0.292547 loss_vfl: 0.895124 loss_bbox: 0.328666 loss_dfl: 0.200225 loss: 1.419441 eta: 3 days, 17:18:35 batch_cost: 1.9051 data_cost: 0.0011 ips: 25.1949 images/s [10/23 10:54:10] ppdet.engine INFO: Epoch: [30] [160/610] learning_rate: 0.292531 loss_vfl: 0.935905 loss_bbox: 0.314037 loss_dfl: 0.199120 loss: 1.443220 eta: 3 days, 17:17:48 batch_cost: 1.9097 data_cost: 0.0010 ips: 25.1347 images/s [10/23 10:54:53] ppdet.engine INFO: Epoch: [30] [180/610] learning_rate: 0.292515 loss_vfl: 0.911490 loss_bbox: 0.307821 loss_dfl: 0.192944 loss: 1.405191 eta: 3 days, 17:17:07 batch_cost: 1.9458 data_cost: 0.0011 ips: 24.6679 images/s [10/23 10:55:36] ppdet.engine INFO: Epoch: [30] [200/610] learning_rate: 0.292498 loss_vfl: 0.907729 loss_bbox: 0.335889 loss_dfl: 0.208365 loss: 1.435581 eta: 3 days, 17:16:25 batch_cost: 1.9365 data_cost: 0.0011 ips: 24.7866 images/s [10/23 10:56:19] ppdet.engine INFO: Epoch: [30] [220/610] learning_rate: 0.292482 loss_vfl: 0.928487 loss_bbox: 0.320254 loss_dfl: 0.200435 loss: 1.445208 eta: 3 days, 17:15:43 batch_cost: 1.9356 data_cost: 0.0011 ips: 24.7986 images/s [10/23 10:57:02] ppdet.engine INFO: Epoch: [30] [240/610] learning_rate: 0.292466 loss_vfl: 0.916001 loss_bbox: 0.311507 loss_dfl: 0.201301 loss: 1.432594 eta: 3 days, 17:15:01 batch_cost: 1.9366 data_cost: 0.0011 ips: 24.7854 images/s [10/23 10:57:45] ppdet.engine INFO: Epoch: [30] [260/610] learning_rate: 0.292450 loss_vfl: 0.920207 loss_bbox: 0.325700 loss_dfl: 0.211696 loss: 1.444914 eta: 3 days, 17:14:10 batch_cost: 1.8888 data_cost: 0.0010 ips: 25.4135 images/s [10/23 10:58:28] ppdet.engine INFO: Epoch: [30] [280/610] learning_rate: 0.292434 loss_vfl: 0.922737 loss_bbox: 0.325789 loss_dfl: 0.203410 loss: 1.437688 eta: 3 days, 17:13:24 batch_cost: 1.9133 data_cost: 0.0010 ips: 25.0873 images/s [10/23 10:59:11] ppdet.engine INFO: Epoch: [30] [300/610] learning_rate: 0.292418 loss_vfl: 0.925681 loss_bbox: 0.321034 loss_dfl: 0.192086 loss: 1.429845 eta: 3 days, 17:12:46 batch_cost: 1.9628 data_cost: 0.0010 ips: 24.4547 images/s [10/23 10:59:53] ppdet.engine INFO: Epoch: [30] [320/610] learning_rate: 0.292402 loss_vfl: 0.918286 loss_bbox: 0.329073 loss_dfl: 0.207147 loss: 1.451112 eta: 3 days, 17:11:58 batch_cost: 1.9015 data_cost: 0.0010 ips: 25.2437 images/s [10/23 11:00:36] ppdet.engine INFO: Epoch: [30] [340/610] learning_rate: 0.292385 loss_vfl: 0.918956 loss_bbox: 0.322232 loss_dfl: 0.204486 loss: 1.444407 eta: 3 days, 17:11:22 batch_cost: 1.9686 data_cost: 0.0011 ips: 24.3830 images/s [10/23 11:01:18] ppdet.engine INFO: Epoch: [30] [360/610] learning_rate: 0.292369 loss_vfl: 0.938578 loss_bbox: 0.312005 loss_dfl: 0.197888 loss: 1.459148 eta: 3 days, 17:10:31 batch_cost: 1.8898 data_cost: 0.0010 ips: 25.3996 images/s [10/23 11:02:02] ppdet.engine INFO: Epoch: [30] [380/610] learning_rate: 0.292353 loss_vfl: 0.925161 loss_bbox: 0.311864 loss_dfl: 0.195977 loss: 1.431924 eta: 3 days, 17:09:57 batch_cost: 1.9813 data_cost: 0.0010 ips: 24.2266 images/s [10/23 11:02:44] ppdet.engine INFO: Epoch: [30] [400/610] learning_rate: 0.292337 loss_vfl: 0.907353 loss_bbox: 0.302633 loss_dfl: 0.198478 loss: 1.414343 eta: 3 days, 17:09:09 batch_cost: 1.9006 data_cost: 0.0010 ips: 25.2552 images/s [10/23 11:03:27] ppdet.engine INFO: Epoch: [30] [420/610] learning_rate: 0.292321 loss_vfl: 0.907952 loss_bbox: 0.342375 loss_dfl: 0.211823 loss: 1.467196 eta: 3 days, 17:08:27 batch_cost: 1.9376 data_cost: 0.0016 ips: 24.7735 images/s [10/23 11:04:10] ppdet.engine INFO: Epoch: [30] [440/610] learning_rate: 0.292304 loss_vfl: 0.933488 loss_bbox: 0.304020 loss_dfl: 0.203595 loss: 1.450145 eta: 3 days, 17:07:39 batch_cost: 1.9031 data_cost: 0.0010 ips: 25.2221 images/s [10/23 11:04:54] ppdet.engine INFO: Epoch: [30] [460/610] learning_rate: 0.292288 loss_vfl: 0.920334 loss_bbox: 0.322135 loss_dfl: 0.204026 loss: 1.446150 eta: 3 days, 17:07:09 batch_cost: 2.0030 data_cost: 0.0010 ips: 23.9640 images/s [10/23 11:05:36] ppdet.engine INFO: Epoch: [30] [480/610] learning_rate: 0.292272 loss_vfl: 0.891693 loss_bbox: 0.340674 loss_dfl: 0.203424 loss: 1.421750 eta: 3 days, 17:06:31 batch_cost: 1.9619 data_cost: 0.0010 ips: 24.4665 images/s [10/23 11:06:18] ppdet.engine INFO: Epoch: [30] [500/610] learning_rate: 0.292255 loss_vfl: 0.923157 loss_bbox: 0.328643 loss_dfl: 0.200306 loss: 1.456384 eta: 3 days, 17:05:43 batch_cost: 1.8986 data_cost: 0.0010 ips: 25.2815 images/s [10/23 11:07:02] ppdet.engine INFO: Epoch: [30] [520/610] learning_rate: 0.292239 loss_vfl: 0.909692 loss_bbox: 0.337156 loss_dfl: 0.206081 loss: 1.491947 eta: 3 days, 17:04:59 batch_cost: 1.9255 data_cost: 0.0010 ips: 24.9285 images/s [10/23 11:07:44] ppdet.engine INFO: Epoch: [30] [540/610] learning_rate: 0.292223 loss_vfl: 0.911020 loss_bbox: 0.324471 loss_dfl: 0.196336 loss: 1.413487 eta: 3 days, 17:04:18 batch_cost: 1.9416 data_cost: 0.0010 ips: 24.7213 images/s [10/23 11:08:27] ppdet.engine INFO: Epoch: [30] [560/610] learning_rate: 0.292206 loss_vfl: 0.912217 loss_bbox: 0.328806 loss_dfl: 0.209232 loss: 1.471254 eta: 3 days, 17:03:34 batch_cost: 1.9266 data_cost: 0.0011 ips: 24.9145 images/s [10/23 11:09:10] ppdet.engine INFO: Epoch: [30] [580/610] learning_rate: 0.292190 loss_vfl: 0.919044 loss_bbox: 0.332577 loss_dfl: 0.198904 loss: 1.453932 eta: 3 days, 17:02:49 batch_cost: 1.9213 data_cost: 0.0011 ips: 24.9833 images/s [10/23 11:09:51] ppdet.engine INFO: Epoch: [30] [600/610] learning_rate: 0.292173 loss_vfl: 0.937661 loss_bbox: 0.312331 loss_dfl: 0.201177 loss: 1.436203 eta: 3 days, 17:01:56 batch_cost: 1.8727 data_cost: 0.0012 ips: 25.6319 images/s [10/23 11:10:24] ppdet.engine INFO: Epoch: [31] [ 0/610] learning_rate: 0.292165 loss_vfl: 0.920197 loss_bbox: 0.313391 loss_dfl: 0.196313 loss: 1.424383 eta: 3 days, 17:02:57 batch_cost: 2.3556 data_cost: 0.2521 ips: 20.3767 images/s [10/23 11:11:08] ppdet.engine INFO: Epoch: [31] [ 20/610] learning_rate: 0.292149 loss_vfl: 0.896260 loss_bbox: 0.333036 loss_dfl: 0.194965 loss: 1.418318 eta: 3 days, 17:02:18 batch_cost: 1.9562 data_cost: 0.0017 ips: 24.5371 images/s [10/23 11:11:51] ppdet.engine INFO: Epoch: [31] [ 40/610] learning_rate: 0.292132 loss_vfl: 0.899138 loss_bbox: 0.318454 loss_dfl: 0.202746 loss: 1.418154 eta: 3 days, 17:01:35 batch_cost: 1.9312 data_cost: 0.0013 ips: 24.8556 images/s [10/23 11:12:35] ppdet.engine INFO: Epoch: [31] [ 60/610] learning_rate: 0.292116 loss_vfl: 0.928954 loss_bbox: 0.298522 loss_dfl: 0.188384 loss: 1.417679 eta: 3 days, 17:00:59 batch_cost: 1.9699 data_cost: 0.0012 ips: 24.3668 images/s [10/23 11:13:17] ppdet.engine INFO: Epoch: [31] [ 80/610] learning_rate: 0.292099 loss_vfl: 0.923514 loss_bbox: 0.300474 loss_dfl: 0.196343 loss: 1.439995 eta: 3 days, 17:00:08 batch_cost: 1.8834 data_cost: 0.0011 ips: 25.4856 images/s [10/23 11:13:59] ppdet.engine INFO: Epoch: [31] [100/610] learning_rate: 0.292083 loss_vfl: 0.906879 loss_bbox: 0.317091 loss_dfl: 0.198085 loss: 1.423075 eta: 3 days, 16:59:18 batch_cost: 1.8898 data_cost: 0.0011 ips: 25.3994 images/s [10/23 11:14:42] ppdet.engine INFO: Epoch: [31] [120/610] learning_rate: 0.292066 loss_vfl: 0.905321 loss_bbox: 0.342090 loss_dfl: 0.203257 loss: 1.445889 eta: 3 days, 16:58:30 batch_cost: 1.9055 data_cost: 0.0012 ips: 25.1898 images/s [10/23 11:15:25] ppdet.engine INFO: Epoch: [31] [140/610] learning_rate: 0.292050 loss_vfl: 0.915679 loss_bbox: 0.316901 loss_dfl: 0.206214 loss: 1.436487 eta: 3 days, 16:57:57 batch_cost: 1.9855 data_cost: 0.0011 ips: 24.1753 images/s [10/23 11:16:08] ppdet.engine INFO: Epoch: [31] [160/610] learning_rate: 0.292033 loss_vfl: 0.918123 loss_bbox: 0.316755 loss_dfl: 0.200759 loss: 1.434951 eta: 3 days, 16:57:15 batch_cost: 1.9363 data_cost: 0.0011 ips: 24.7891 images/s [10/23 11:16:51] ppdet.engine INFO: Epoch: [31] [180/610] learning_rate: 0.292017 loss_vfl: 0.936615 loss_bbox: 0.327894 loss_dfl: 0.206620 loss: 1.480748 eta: 3 days, 16:56:34 batch_cost: 1.9428 data_cost: 0.0011 ips: 24.7072 images/s [10/23 11:17:34] ppdet.engine INFO: Epoch: [31] [200/610] learning_rate: 0.292000 loss_vfl: 0.910680 loss_bbox: 0.304319 loss_dfl: 0.194222 loss: 1.433786 eta: 3 days, 16:55:58 batch_cost: 1.9732 data_cost: 0.0042 ips: 24.3256 images/s [10/23 11:18:18] ppdet.engine INFO: Epoch: [31] [220/610] learning_rate: 0.291984 loss_vfl: 0.915003 loss_bbox: 0.332959 loss_dfl: 0.201304 loss: 1.462212 eta: 3 days, 16:55:24 batch_cost: 1.9808 data_cost: 0.0011 ips: 24.2323 images/s [10/23 11:19:01] ppdet.engine INFO: Epoch: [31] [240/610] learning_rate: 0.291967 loss_vfl: 0.929111 loss_bbox: 0.301428 loss_dfl: 0.189752 loss: 1.428577 eta: 3 days, 16:54:45 batch_cost: 1.9540 data_cost: 0.0011 ips: 24.5647 images/s [10/23 11:19:44] ppdet.engine INFO: Epoch: [31] [260/610] learning_rate: 0.291950 loss_vfl: 0.930696 loss_bbox: 0.299040 loss_dfl: 0.188053 loss: 1.405503 eta: 3 days, 16:54:04 batch_cost: 1.9434 data_cost: 0.0012 ips: 24.6996 images/s [10/23 11:20:28] ppdet.engine INFO: Epoch: [31] [280/610] learning_rate: 0.291934 loss_vfl: 0.897710 loss_bbox: 0.322385 loss_dfl: 0.195221 loss: 1.422274 eta: 3 days, 16:53:30 batch_cost: 1.9803 data_cost: 0.0012 ips: 24.2391 images/s [10/23 11:21:12] ppdet.engine INFO: Epoch: [31] [300/610] learning_rate: 0.291917 loss_vfl: 0.911467 loss_bbox: 0.330693 loss_dfl: 0.208588 loss: 1.448796 eta: 3 days, 16:52:57 batch_cost: 1.9918 data_cost: 0.0011 ips: 24.0984 images/s [10/23 11:21:56] ppdet.engine INFO: Epoch: [31] [320/610] learning_rate: 0.291900 loss_vfl: 0.901890 loss_bbox: 0.309767 loss_dfl: 0.198770 loss: 1.421474 eta: 3 days, 16:52:24 batch_cost: 1.9915 data_cost: 0.0012 ips: 24.1028 images/s [10/23 11:22:39] ppdet.engine INFO: Epoch: [31] [340/610] learning_rate: 0.291884 loss_vfl: 0.899266 loss_bbox: 0.313015 loss_dfl: 0.198414 loss: 1.402785 eta: 3 days, 16:51:40 batch_cost: 1.9193 data_cost: 0.0011 ips: 25.0093 images/s [10/23 11:23:21] ppdet.engine INFO: Epoch: [31] [360/610] learning_rate: 0.291867 loss_vfl: 0.920989 loss_bbox: 0.330748 loss_dfl: 0.209895 loss: 1.465345 eta: 3 days, 16:50:53 batch_cost: 1.9125 data_cost: 0.0011 ips: 25.0984 images/s [10/23 11:24:03] ppdet.engine INFO: Epoch: [31] [380/610] learning_rate: 0.291850 loss_vfl: 0.907772 loss_bbox: 0.333993 loss_dfl: 0.207970 loss: 1.442026 eta: 3 days, 16:50:08 batch_cost: 1.9153 data_cost: 0.0011 ips: 25.0610 images/s [10/23 11:24:46] ppdet.engine INFO: Epoch: [31] [400/610] learning_rate: 0.291833 loss_vfl: 0.898763 loss_bbox: 0.328325 loss_dfl: 0.202763 loss: 1.432690 eta: 3 days, 16:49:27 batch_cost: 1.9409 data_cost: 0.0011 ips: 24.7304 images/s [10/23 11:25:29] ppdet.engine INFO: Epoch: [31] [420/610] learning_rate: 0.291817 loss_vfl: 0.924894 loss_bbox: 0.313069 loss_dfl: 0.197056 loss: 1.453052 eta: 3 days, 16:48:47 batch_cost: 1.9507 data_cost: 0.0011 ips: 24.6069 images/s [10/23 11:26:10] ppdet.engine INFO: Epoch: [31] [440/610] learning_rate: 0.291800 loss_vfl: 0.921004 loss_bbox: 0.294399 loss_dfl: 0.196661 loss: 1.415158 eta: 3 days, 16:47:49 batch_cost: 1.8435 data_cost: 0.0010 ips: 26.0381 images/s [10/23 11:26:52] ppdet.engine INFO: Epoch: [31] [460/610] learning_rate: 0.291783 loss_vfl: 0.923099 loss_bbox: 0.331371 loss_dfl: 0.200084 loss: 1.449687 eta: 3 days, 16:47:02 batch_cost: 1.9015 data_cost: 0.0011 ips: 25.2434 images/s [10/23 11:27:34] ppdet.engine INFO: Epoch: [31] [480/610] learning_rate: 0.291766 loss_vfl: 0.942080 loss_bbox: 0.312068 loss_dfl: 0.202271 loss: 1.451056 eta: 3 days, 16:46:21 batch_cost: 1.9414 data_cost: 0.0011 ips: 24.7242 images/s [10/23 11:28:17] ppdet.engine INFO: Epoch: [31] [500/610] learning_rate: 0.291749 loss_vfl: 0.929958 loss_bbox: 0.316161 loss_dfl: 0.202356 loss: 1.447284 eta: 3 days, 16:45:32 batch_cost: 1.8947 data_cost: 0.0011 ips: 25.3335 images/s [10/23 11:28:59] ppdet.engine INFO: Epoch: [31] [520/610] learning_rate: 0.291733 loss_vfl: 0.940080 loss_bbox: 0.295745 loss_dfl: 0.187113 loss: 1.420218 eta: 3 days, 16:44:49 batch_cost: 1.9338 data_cost: 0.0012 ips: 24.8210 images/s [10/23 11:29:42] ppdet.engine INFO: Epoch: [31] [540/610] learning_rate: 0.291716 loss_vfl: 0.910198 loss_bbox: 0.353530 loss_dfl: 0.213480 loss: 1.463926 eta: 3 days, 16:44:07 batch_cost: 1.9363 data_cost: 0.0012 ips: 24.7897 images/s [10/23 11:30:25] ppdet.engine INFO: Epoch: [31] [560/610] learning_rate: 0.291699 loss_vfl: 0.916501 loss_bbox: 0.331784 loss_dfl: 0.205864 loss: 1.463998 eta: 3 days, 16:43:27 batch_cost: 1.9467 data_cost: 0.0011 ips: 24.6565 images/s [10/23 11:31:07] ppdet.engine INFO: Epoch: [31] [580/610] learning_rate: 0.291682 loss_vfl: 0.883250 loss_bbox: 0.323909 loss_dfl: 0.204004 loss: 1.410918 eta: 3 days, 16:42:34 batch_cost: 1.8698 data_cost: 0.0011 ips: 25.6709 images/s [10/23 11:31:48] ppdet.engine INFO: Epoch: [31] [600/610] learning_rate: 0.291665 loss_vfl: 0.937558 loss_bbox: 0.302908 loss_dfl: 0.198329 loss: 1.440189 eta: 3 days, 16:41:46 batch_cost: 1.8959 data_cost: 0.0012 ips: 25.3173 images/s [10/23 11:32:21] ppdet.engine INFO: Epoch: [32] [ 0/610] learning_rate: 0.291656 loss_vfl: 0.944190 loss_bbox: 0.311683 loss_dfl: 0.199214 loss: 1.459745 eta: 3 days, 16:42:38 batch_cost: 2.3045 data_cost: 0.3126 ips: 20.8291 images/s [10/23 11:33:07] ppdet.engine INFO: Epoch: [32] [ 20/610] learning_rate: 0.291640 loss_vfl: 0.915473 loss_bbox: 0.314652 loss_dfl: 0.197982 loss: 1.433004 eta: 3 days, 16:42:16 batch_cost: 2.0548 data_cost: 0.0013 ips: 23.3599 images/s [10/23 11:33:51] ppdet.engine INFO: Epoch: [32] [ 40/610] learning_rate: 0.291623 loss_vfl: 0.900870 loss_bbox: 0.310849 loss_dfl: 0.200356 loss: 1.415915 eta: 3 days, 16:41:46 batch_cost: 2.0124 data_cost: 0.0012 ips: 23.8519 images/s [10/23 11:34:34] ppdet.engine INFO: Epoch: [32] [ 60/610] learning_rate: 0.291606 loss_vfl: 0.887540 loss_bbox: 0.331301 loss_dfl: 0.201337 loss: 1.412587 eta: 3 days, 16:41:00 batch_cost: 1.9107 data_cost: 0.0011 ips: 25.1221 images/s [10/23 11:35:17] ppdet.engine INFO: Epoch: [32] [ 80/610] learning_rate: 0.291589 loss_vfl: 0.912377 loss_bbox: 0.316815 loss_dfl: 0.197537 loss: 1.446895 eta: 3 days, 16:40:19 batch_cost: 1.9407 data_cost: 0.0012 ips: 24.7331 images/s [10/23 11:35:59] ppdet.engine INFO: Epoch: [32] [100/610] learning_rate: 0.291572 loss_vfl: 0.906199 loss_bbox: 0.327707 loss_dfl: 0.206680 loss: 1.446686 eta: 3 days, 16:39:33 batch_cost: 1.9124 data_cost: 0.0011 ips: 25.0997 images/s [10/23 11:36:42] ppdet.engine INFO: Epoch: [32] [120/610] learning_rate: 0.291555 loss_vfl: 0.934760 loss_bbox: 0.315332 loss_dfl: 0.203363 loss: 1.462924 eta: 3 days, 16:38:50 batch_cost: 1.9330 data_cost: 0.0011 ips: 24.8316 images/s [10/23 11:37:24] ppdet.engine INFO: Epoch: [32] [140/610] learning_rate: 0.291537 loss_vfl: 0.917292 loss_bbox: 0.317642 loss_dfl: 0.201620 loss: 1.447362 eta: 3 days, 16:37:58 batch_cost: 1.8727 data_cost: 0.0011 ips: 25.6316 images/s [10/23 11:38:06] ppdet.engine INFO: Epoch: [32] [160/610] learning_rate: 0.291520 loss_vfl: 0.937680 loss_bbox: 0.304285 loss_dfl: 0.197758 loss: 1.426620 eta: 3 days, 16:37:13 batch_cost: 1.9198 data_cost: 0.0012 ips: 25.0029 images/s [10/23 11:38:49] ppdet.engine INFO: Epoch: [32] [180/610] learning_rate: 0.291503 loss_vfl: 0.932395 loss_bbox: 0.324127 loss_dfl: 0.200594 loss: 1.430553 eta: 3 days, 16:36:28 batch_cost: 1.9148 data_cost: 0.0011 ips: 25.0684 images/s [10/23 11:39:32] ppdet.engine INFO: Epoch: [32] [200/610] learning_rate: 0.291486 loss_vfl: 0.950759 loss_bbox: 0.317079 loss_dfl: 0.202837 loss: 1.450049 eta: 3 days, 16:35:52 batch_cost: 1.9749 data_cost: 0.0011 ips: 24.3055 images/s [10/23 11:40:15] ppdet.engine INFO: Epoch: [32] [220/610] learning_rate: 0.291469 loss_vfl: 0.926005 loss_bbox: 0.320469 loss_dfl: 0.196747 loss: 1.447237 eta: 3 days, 16:35:15 batch_cost: 1.9647 data_cost: 0.0011 ips: 24.4310 images/s [10/23 11:40:58] ppdet.engine INFO: Epoch: [32] [240/610] learning_rate: 0.291452 loss_vfl: 0.915729 loss_bbox: 0.306863 loss_dfl: 0.202796 loss: 1.438664 eta: 3 days, 16:34:34 batch_cost: 1.9442 data_cost: 0.0010 ips: 24.6889 images/s [10/23 11:41:42] ppdet.engine INFO: Epoch: [32] [260/610] learning_rate: 0.291435 loss_vfl: 0.936203 loss_bbox: 0.342786 loss_dfl: 0.203340 loss: 1.458400 eta: 3 days, 16:34:08 batch_cost: 2.0317 data_cost: 0.0010 ips: 23.6258 images/s [10/23 11:42:26] ppdet.engine INFO: Epoch: [32] [280/610] learning_rate: 0.291418 loss_vfl: 0.897482 loss_bbox: 0.315239 loss_dfl: 0.197065 loss: 1.440228 eta: 3 days, 16:33:36 batch_cost: 1.9931 data_cost: 0.0011 ips: 24.0828 images/s [10/23 11:43:08] ppdet.engine INFO: Epoch: [32] [300/610] learning_rate: 0.291401 loss_vfl: 0.913638 loss_bbox: 0.338926 loss_dfl: 0.209052 loss: 1.449864 eta: 3 days, 16:32:57 batch_cost: 1.9549 data_cost: 0.0011 ips: 24.5531 images/s [10/23 11:43:52] ppdet.engine INFO: Epoch: [32] [320/610] learning_rate: 0.291383 loss_vfl: 0.914497 loss_bbox: 0.301513 loss_dfl: 0.191299 loss: 1.419826 eta: 3 days, 16:32:21 batch_cost: 1.9754 data_cost: 0.0010 ips: 24.2986 images/s [10/23 11:44:36] ppdet.engine INFO: Epoch: [32] [340/610] learning_rate: 0.291366 loss_vfl: 0.924486 loss_bbox: 0.294725 loss_dfl: 0.188397 loss: 1.394576 eta: 3 days, 16:31:40 batch_cost: 1.9409 data_cost: 0.0011 ips: 24.7308 images/s [10/23 11:45:18] ppdet.engine INFO: Epoch: [32] [360/610] learning_rate: 0.291349 loss_vfl: 0.899325 loss_bbox: 0.315274 loss_dfl: 0.200909 loss: 1.416536 eta: 3 days, 16:30:58 batch_cost: 1.9342 data_cost: 0.0011 ips: 24.8164 images/s [10/23 11:46:01] ppdet.engine INFO: Epoch: [32] [380/610] learning_rate: 0.291332 loss_vfl: 0.901750 loss_bbox: 0.319303 loss_dfl: 0.196640 loss: 1.430722 eta: 3 days, 16:30:09 batch_cost: 1.8937 data_cost: 0.0011 ips: 25.3478 images/s [10/23 11:46:44] ppdet.engine INFO: Epoch: [32] [400/610] learning_rate: 0.291314 loss_vfl: 0.934112 loss_bbox: 0.325715 loss_dfl: 0.198794 loss: 1.455089 eta: 3 days, 16:29:23 batch_cost: 1.9091 data_cost: 0.0011 ips: 25.1426 images/s [10/23 11:47:28] ppdet.engine INFO: Epoch: [32] [420/610] learning_rate: 0.291297 loss_vfl: 0.925398 loss_bbox: 0.313642 loss_dfl: 0.198435 loss: 1.429161 eta: 3 days, 16:28:51 batch_cost: 1.9959 data_cost: 0.0010 ips: 24.0492 images/s [10/23 11:48:10] ppdet.engine INFO: Epoch: [32] [440/610] learning_rate: 0.291280 loss_vfl: 0.911859 loss_bbox: 0.324421 loss_dfl: 0.198352 loss: 1.449036 eta: 3 days, 16:28:00 batch_cost: 1.8816 data_cost: 0.0012 ips: 25.5104 images/s [10/23 11:48:52] ppdet.engine INFO: Epoch: [32] [460/610] learning_rate: 0.291262 loss_vfl: 0.924813 loss_bbox: 0.310531 loss_dfl: 0.195463 loss: 1.446200 eta: 3 days, 16:27:12 batch_cost: 1.8993 data_cost: 0.0011 ips: 25.2726 images/s [10/23 11:49:34] ppdet.engine INFO: Epoch: [32] [480/610] learning_rate: 0.291245 loss_vfl: 0.922311 loss_bbox: 0.306190 loss_dfl: 0.202255 loss: 1.444444 eta: 3 days, 16:26:26 batch_cost: 1.9084 data_cost: 0.0010 ips: 25.1517 images/s [10/23 11:50:17] ppdet.engine INFO: Epoch: [32] [500/610] learning_rate: 0.291228 loss_vfl: 0.937906 loss_bbox: 0.302213 loss_dfl: 0.191564 loss: 1.424530 eta: 3 days, 16:25:46 batch_cost: 1.9524 data_cost: 0.0011 ips: 24.5850 images/s [10/23 11:51:01] ppdet.engine INFO: Epoch: [32] [520/610] learning_rate: 0.291210 loss_vfl: 0.922037 loss_bbox: 0.320370 loss_dfl: 0.201829 loss: 1.447683 eta: 3 days, 16:25:13 batch_cost: 1.9867 data_cost: 0.0011 ips: 24.1601 images/s [10/23 11:51:44] ppdet.engine INFO: Epoch: [32] [540/610] learning_rate: 0.291193 loss_vfl: 0.919236 loss_bbox: 0.319947 loss_dfl: 0.201015 loss: 1.431294 eta: 3 days, 16:24:33 batch_cost: 1.9509 data_cost: 0.0010 ips: 24.6046 images/s [10/23 11:52:27] ppdet.engine INFO: Epoch: [32] [560/610] learning_rate: 0.291176 loss_vfl: 0.925252 loss_bbox: 0.306592 loss_dfl: 0.195182 loss: 1.456850 eta: 3 days, 16:23:55 batch_cost: 1.9575 data_cost: 0.0011 ips: 24.5214 images/s [10/23 11:53:10] ppdet.engine INFO: Epoch: [32] [580/610] learning_rate: 0.291158 loss_vfl: 0.926949 loss_bbox: 0.295550 loss_dfl: 0.187524 loss: 1.405607 eta: 3 days, 16:23:15 batch_cost: 1.9464 data_cost: 0.0011 ips: 24.6609 images/s [10/23 11:53:51] ppdet.engine INFO: Epoch: [32] [600/610] learning_rate: 0.291141 loss_vfl: 0.926059 loss_bbox: 0.307731 loss_dfl: 0.191961 loss: 1.446323 eta: 3 days, 16:22:21 batch_cost: 1.8615 data_cost: 0.0012 ips: 25.7863 images/s [10/23 11:54:24] ppdet.engine INFO: Epoch: [33] [ 0/610] learning_rate: 0.291132 loss_vfl: 0.938639 loss_bbox: 0.307567 loss_dfl: 0.195557 loss: 1.451320 eta: 3 days, 16:23:16 batch_cost: 2.3173 data_cost: 0.3426 ips: 20.7138 images/s [10/23 11:55:09] ppdet.engine INFO: Epoch: [33] [ 20/610] learning_rate: 0.291115 loss_vfl: 0.937370 loss_bbox: 0.306375 loss_dfl: 0.196141 loss: 1.446998 eta: 3 days, 16:22:41 batch_cost: 1.9784 data_cost: 0.0015 ips: 24.2619 images/s [10/23 11:55:52] ppdet.engine INFO: Epoch: [33] [ 40/610] learning_rate: 0.291097 loss_vfl: 0.911963 loss_bbox: 0.312915 loss_dfl: 0.196369 loss: 1.408567 eta: 3 days, 16:22:00 batch_cost: 1.9388 data_cost: 0.0011 ips: 24.7582 images/s [10/23 11:56:35] ppdet.engine INFO: Epoch: [33] [ 60/610] learning_rate: 0.291080 loss_vfl: 0.928018 loss_bbox: 0.296922 loss_dfl: 0.192305 loss: 1.432466 eta: 3 days, 16:21:27 batch_cost: 1.9946 data_cost: 0.0011 ips: 24.0646 images/s [10/23 11:57:18] ppdet.engine INFO: Epoch: [33] [ 80/610] learning_rate: 0.291062 loss_vfl: 0.916806 loss_bbox: 0.316847 loss_dfl: 0.196987 loss: 1.449112 eta: 3 days, 16:20:43 batch_cost: 1.9205 data_cost: 0.0011 ips: 24.9933 images/s [10/23 11:58:00] ppdet.engine INFO: Epoch: [33] [100/610] learning_rate: 0.291045 loss_vfl: 0.917042 loss_bbox: 0.337730 loss_dfl: 0.195464 loss: 1.435790 eta: 3 days, 16:20:00 batch_cost: 1.9273 data_cost: 0.0012 ips: 24.9050 images/s [10/23 11:58:44] ppdet.engine INFO: Epoch: [33] [120/610] learning_rate: 0.291027 loss_vfl: 0.921965 loss_bbox: 0.305388 loss_dfl: 0.195347 loss: 1.429594 eta: 3 days, 16:19:25 batch_cost: 1.9830 data_cost: 0.0012 ips: 24.2054 images/s [10/23 11:59:27] ppdet.engine INFO: Epoch: [33] [140/610] learning_rate: 0.291010 loss_vfl: 0.925273 loss_bbox: 0.320631 loss_dfl: 0.206064 loss: 1.472730 eta: 3 days, 16:18:48 batch_cost: 1.9630 data_cost: 0.0011 ips: 24.4526 images/s [10/23 12:00:10] ppdet.engine INFO: Epoch: [33] [160/610] learning_rate: 0.290992 loss_vfl: 0.901717 loss_bbox: 0.302370 loss_dfl: 0.200535 loss: 1.428757 eta: 3 days, 16:18:12 batch_cost: 1.9749 data_cost: 0.0010 ips: 24.3048 images/s [10/23 12:00:53] ppdet.engine INFO: Epoch: [33] [180/610] learning_rate: 0.290974 loss_vfl: 0.896215 loss_bbox: 0.299353 loss_dfl: 0.191838 loss: 1.393479 eta: 3 days, 16:17:33 batch_cost: 1.9528 data_cost: 0.0010 ips: 24.5798 images/s [10/23 12:01:36] ppdet.engine INFO: Epoch: [33] [200/610] learning_rate: 0.290957 loss_vfl: 0.922045 loss_bbox: 0.310103 loss_dfl: 0.198809 loss: 1.435204 eta: 3 days, 16:16:50 batch_cost: 1.9288 data_cost: 0.0011 ips: 24.8861 images/s [10/23 12:02:19] ppdet.engine INFO: Epoch: [33] [220/610] learning_rate: 0.290939 loss_vfl: 0.913780 loss_bbox: 0.342511 loss_dfl: 0.206883 loss: 1.458337 eta: 3 days, 16:16:10 batch_cost: 1.9507 data_cost: 0.0011 ips: 24.6072 images/s [10/23 12:03:02] ppdet.engine INFO: Epoch: [33] [240/610] learning_rate: 0.290922 loss_vfl: 0.904417 loss_bbox: 0.317682 loss_dfl: 0.198448 loss: 1.436538 eta: 3 days, 16:15:25 batch_cost: 1.9135 data_cost: 0.0011 ips: 25.0853 images/s [10/23 12:03:46] ppdet.engine INFO: Epoch: [33] [260/610] learning_rate: 0.290904 loss_vfl: 0.903138 loss_bbox: 0.323283 loss_dfl: 0.197013 loss: 1.403209 eta: 3 days, 16:14:47 batch_cost: 1.9607 data_cost: 0.0010 ips: 24.4805 images/s [10/23 12:04:29] ppdet.engine INFO: Epoch: [33] [280/610] learning_rate: 0.290886 loss_vfl: 0.906165 loss_bbox: 0.304934 loss_dfl: 0.197726 loss: 1.413742 eta: 3 days, 16:14:11 batch_cost: 1.9770 data_cost: 0.0010 ips: 24.2787 images/s [10/23 12:05:13] ppdet.engine INFO: Epoch: [33] [300/610] learning_rate: 0.290869 loss_vfl: 0.910545 loss_bbox: 0.325439 loss_dfl: 0.200967 loss: 1.440866 eta: 3 days, 16:13:37 batch_cost: 1.9846 data_cost: 0.0010 ips: 24.1865 images/s [10/23 12:05:56] ppdet.engine INFO: Epoch: [33] [320/610] learning_rate: 0.290851 loss_vfl: 0.925167 loss_bbox: 0.327097 loss_dfl: 0.205750 loss: 1.446256 eta: 3 days, 16:12:58 batch_cost: 1.9542 data_cost: 0.0011 ips: 24.5620 images/s [10/23 12:06:39] ppdet.engine INFO: Epoch: [33] [340/610] learning_rate: 0.290833 loss_vfl: 0.910043 loss_bbox: 0.325582 loss_dfl: 0.199564 loss: 1.434305 eta: 3 days, 16:12:19 batch_cost: 1.9522 data_cost: 0.0011 ips: 24.5877 images/s [10/23 12:07:22] ppdet.engine INFO: Epoch: [33] [360/610] learning_rate: 0.290815 loss_vfl: 0.934115 loss_bbox: 0.308843 loss_dfl: 0.198899 loss: 1.445455 eta: 3 days, 16:11:40 batch_cost: 1.9534 data_cost: 0.0010 ips: 24.5722 images/s [10/23 12:08:05] ppdet.engine INFO: Epoch: [33] [380/610] learning_rate: 0.290798 loss_vfl: 0.907352 loss_bbox: 0.333257 loss_dfl: 0.208828 loss: 1.456845 eta: 3 days, 16:11:00 batch_cost: 1.9477 data_cost: 0.0011 ips: 24.6448 images/s [10/23 12:08:48] ppdet.engine INFO: Epoch: [33] [400/610] learning_rate: 0.290780 loss_vfl: 0.893631 loss_bbox: 0.318814 loss_dfl: 0.203342 loss: 1.427810 eta: 3 days, 16:10:21 batch_cost: 1.9559 data_cost: 0.0010 ips: 24.5416 images/s [10/23 12:09:31] ppdet.engine INFO: Epoch: [33] [420/610] learning_rate: 0.290762 loss_vfl: 0.925624 loss_bbox: 0.317882 loss_dfl: 0.203291 loss: 1.456609 eta: 3 days, 16:09:38 batch_cost: 1.9261 data_cost: 0.0010 ips: 24.9206 images/s [10/23 12:10:14] ppdet.engine INFO: Epoch: [33] [440/610] learning_rate: 0.290744 loss_vfl: 0.899430 loss_bbox: 0.320311 loss_dfl: 0.202039 loss: 1.431249 eta: 3 days, 16:09:02 batch_cost: 1.9761 data_cost: 0.0011 ips: 24.2901 images/s [10/23 12:10:56] ppdet.engine INFO: Epoch: [33] [460/610] learning_rate: 0.290726 loss_vfl: 0.899862 loss_bbox: 0.307808 loss_dfl: 0.193712 loss: 1.397636 eta: 3 days, 16:08:13 batch_cost: 1.8935 data_cost: 0.0010 ips: 25.3495 images/s [10/23 12:11:39] ppdet.engine INFO: Epoch: [33] [480/610] learning_rate: 0.290709 loss_vfl: 0.909226 loss_bbox: 0.300071 loss_dfl: 0.201471 loss: 1.432919 eta: 3 days, 16:07:30 batch_cost: 1.9261 data_cost: 0.0010 ips: 24.9205 images/s [10/23 12:12:23] ppdet.engine INFO: Epoch: [33] [500/610] learning_rate: 0.290691 loss_vfl: 0.921627 loss_bbox: 0.318234 loss_dfl: 0.201519 loss: 1.440697 eta: 3 days, 16:07:00 batch_cost: 2.0095 data_cost: 0.0010 ips: 23.8867 images/s [10/23 12:13:06] ppdet.engine INFO: Epoch: [33] [520/610] learning_rate: 0.290673 loss_vfl: 0.916705 loss_bbox: 0.318778 loss_dfl: 0.198345 loss: 1.444933 eta: 3 days, 16:06:23 batch_cost: 1.9679 data_cost: 0.0011 ips: 24.3913 images/s [10/23 12:13:49] ppdet.engine INFO: Epoch: [33] [540/610] learning_rate: 0.290655 loss_vfl: 0.901614 loss_bbox: 0.339245 loss_dfl: 0.208228 loss: 1.456096 eta: 3 days, 16:05:44 batch_cost: 1.9535 data_cost: 0.0010 ips: 24.5710 images/s [10/23 12:14:31] ppdet.engine INFO: Epoch: [33] [560/610] learning_rate: 0.290637 loss_vfl: 0.927884 loss_bbox: 0.323870 loss_dfl: 0.201596 loss: 1.450786 eta: 3 days, 16:04:52 batch_cost: 1.8713 data_cost: 0.0010 ips: 25.6509 images/s [10/23 12:15:14] ppdet.engine INFO: Epoch: [33] [580/610] learning_rate: 0.290619 loss_vfl: 0.930234 loss_bbox: 0.318523 loss_dfl: 0.197664 loss: 1.444444 eta: 3 days, 16:04:11 batch_cost: 1.9432 data_cost: 0.0011 ips: 24.7010 images/s [10/23 12:15:55] ppdet.engine INFO: Epoch: [33] [600/610] learning_rate: 0.290601 loss_vfl: 0.908947 loss_bbox: 0.314799 loss_dfl: 0.203287 loss: 1.437641 eta: 3 days, 16:03:21 batch_cost: 1.8862 data_cost: 0.0011 ips: 25.4481 images/s [10/23 12:16:27] ppdet.engine INFO: Epoch: [34] [ 0/610] learning_rate: 0.290592 loss_vfl: 0.909296 loss_bbox: 0.317609 loss_dfl: 0.205715 loss: 1.424854 eta: 3 days, 16:04:05 batch_cost: 2.3036 data_cost: 0.2298 ips: 20.8365 images/s [10/23 12:17:10] ppdet.engine INFO: Epoch: [34] [ 20/610] learning_rate: 0.290574 loss_vfl: 0.903798 loss_bbox: 0.309171 loss_dfl: 0.199082 loss: 1.403910 eta: 3 days, 16:03:21 batch_cost: 1.9247 data_cost: 0.0011 ips: 24.9395 images/s [10/23 12:17:52] ppdet.engine INFO: Epoch: [34] [ 40/610] learning_rate: 0.290556 loss_vfl: 0.919309 loss_bbox: 0.325530 loss_dfl: 0.200040 loss: 1.438120 eta: 3 days, 16:02:36 batch_cost: 1.9162 data_cost: 0.0010 ips: 25.0499 images/s [10/23 12:18:37] ppdet.engine INFO: Epoch: [34] [ 60/610] learning_rate: 0.290538 loss_vfl: 0.938423 loss_bbox: 0.291632 loss_dfl: 0.189363 loss: 1.423004 eta: 3 days, 16:02:06 batch_cost: 2.0100 data_cost: 0.0010 ips: 23.8801 images/s [10/23 12:19:19] ppdet.engine INFO: Epoch: [34] [ 80/610] learning_rate: 0.290520 loss_vfl: 0.922947 loss_bbox: 0.295722 loss_dfl: 0.194322 loss: 1.409475 eta: 3 days, 16:01:22 batch_cost: 1.9253 data_cost: 0.0011 ips: 24.9307 images/s [10/23 12:20:02] ppdet.engine INFO: Epoch: [34] [100/610] learning_rate: 0.290502 loss_vfl: 0.922123 loss_bbox: 0.318814 loss_dfl: 0.203240 loss: 1.447751 eta: 3 days, 16:00:40 batch_cost: 1.9352 data_cost: 0.0011 ips: 24.8037 images/s [10/23 12:20:45] ppdet.engine INFO: Epoch: [34] [120/610] learning_rate: 0.290484 loss_vfl: 0.911154 loss_bbox: 0.324865 loss_dfl: 0.203570 loss: 1.450253 eta: 3 days, 15:59:59 batch_cost: 1.9408 data_cost: 0.0010 ips: 24.7315 images/s [10/23 12:21:28] ppdet.engine INFO: Epoch: [34] [140/610] learning_rate: 0.290466 loss_vfl: 0.928412 loss_bbox: 0.307361 loss_dfl: 0.205142 loss: 1.437788 eta: 3 days, 15:59:20 batch_cost: 1.9493 data_cost: 0.0011 ips: 24.6246 images/s [10/23 12:22:10] ppdet.engine INFO: Epoch: [34] [160/610] learning_rate: 0.290448 loss_vfl: 0.904490 loss_bbox: 0.314358 loss_dfl: 0.197682 loss: 1.442336 eta: 3 days, 15:58:34 batch_cost: 1.9095 data_cost: 0.0011 ips: 25.1381 images/s [10/23 12:22:52] ppdet.engine INFO: Epoch: [34] [180/610] learning_rate: 0.290430 loss_vfl: 0.933418 loss_bbox: 0.303896 loss_dfl: 0.192257 loss: 1.434822 eta: 3 days, 15:57:49 batch_cost: 1.9203 data_cost: 0.0010 ips: 24.9959 images/s [10/23 12:23:35] ppdet.engine INFO: Epoch: [34] [200/610] learning_rate: 0.290412 loss_vfl: 0.903587 loss_bbox: 0.318612 loss_dfl: 0.196739 loss: 1.415799 eta: 3 days, 15:57:10 batch_cost: 1.9539 data_cost: 0.0055 ips: 24.5657 images/s [10/23 12:24:18] ppdet.engine INFO: Epoch: [34] [220/610] learning_rate: 0.290394 loss_vfl: 0.891139 loss_bbox: 0.336224 loss_dfl: 0.207420 loss: 1.441074 eta: 3 days, 15:56:34 batch_cost: 1.9729 data_cost: 0.0010 ips: 24.3301 images/s [10/23 12:25:01] ppdet.engine INFO: Epoch: [34] [240/610] learning_rate: 0.290376 loss_vfl: 0.936584 loss_bbox: 0.290556 loss_dfl: 0.190678 loss: 1.428537 eta: 3 days, 15:55:54 batch_cost: 1.9497 data_cost: 0.0010 ips: 24.6196 images/s [10/23 12:25:43] ppdet.engine INFO: Epoch: [34] [260/610] learning_rate: 0.290358 loss_vfl: 0.908305 loss_bbox: 0.327742 loss_dfl: 0.203908 loss: 1.428169 eta: 3 days, 15:55:00 batch_cost: 1.8570 data_cost: 0.0012 ips: 25.8477 images/s [10/23 12:26:25] ppdet.engine INFO: Epoch: [34] [280/610] learning_rate: 0.290339 loss_vfl: 0.909319 loss_bbox: 0.311471 loss_dfl: 0.195360 loss: 1.408593 eta: 3 days, 15:54:17 batch_cost: 1.9224 data_cost: 0.0011 ips: 24.9693 images/s [10/23 12:27:09] ppdet.engine INFO: Epoch: [34] [300/610] learning_rate: 0.290321 loss_vfl: 0.929637 loss_bbox: 0.309893 loss_dfl: 0.197816 loss: 1.436644 eta: 3 days, 15:53:38 batch_cost: 1.9556 data_cost: 0.0010 ips: 24.5444 images/s [10/23 12:27:52] ppdet.engine INFO: Epoch: [34] [320/610] learning_rate: 0.290303 loss_vfl: 0.922323 loss_bbox: 0.329338 loss_dfl: 0.200483 loss: 1.436961 eta: 3 days, 15:53:01 batch_cost: 1.9692 data_cost: 0.0010 ips: 24.3750 images/s [10/23 12:28:35] ppdet.engine INFO: Epoch: [34] [340/610] learning_rate: 0.290285 loss_vfl: 0.929265 loss_bbox: 0.325298 loss_dfl: 0.201275 loss: 1.465116 eta: 3 days, 15:52:20 batch_cost: 1.9405 data_cost: 0.0010 ips: 24.7356 images/s [10/23 12:29:18] ppdet.engine INFO: Epoch: [34] [360/610] learning_rate: 0.290266 loss_vfl: 0.921298 loss_bbox: 0.319748 loss_dfl: 0.201308 loss: 1.442453 eta: 3 days, 15:51:37 batch_cost: 1.9305 data_cost: 0.0011 ips: 24.8644 images/s [10/23 12:30:01] ppdet.engine INFO: Epoch: [34] [380/610] learning_rate: 0.290248 loss_vfl: 0.921920 loss_bbox: 0.302337 loss_dfl: 0.194684 loss: 1.424328 eta: 3 days, 15:50:59 batch_cost: 1.9603 data_cost: 0.0010 ips: 24.4859 images/s [10/23 12:30:45] ppdet.engine INFO: Epoch: [34] [400/610] learning_rate: 0.290230 loss_vfl: 0.906890 loss_bbox: 0.325915 loss_dfl: 0.203595 loss: 1.429267 eta: 3 days, 15:50:26 batch_cost: 1.9905 data_cost: 0.0011 ips: 24.1151 images/s [10/23 12:31:28] ppdet.engine INFO: Epoch: [34] [420/610] learning_rate: 0.290212 loss_vfl: 0.901963 loss_bbox: 0.316563 loss_dfl: 0.209208 loss: 1.440738 eta: 3 days, 15:49:43 batch_cost: 1.9316 data_cost: 0.0011 ips: 24.8502 images/s [10/23 12:32:11] ppdet.engine INFO: Epoch: [34] [440/610] learning_rate: 0.290193 loss_vfl: 0.902247 loss_bbox: 0.336953 loss_dfl: 0.210495 loss: 1.435132 eta: 3 days, 15:49:02 batch_cost: 1.9412 data_cost: 0.0010 ips: 24.7264 images/s [10/23 12:32:53] ppdet.engine INFO: Epoch: [34] [460/610] learning_rate: 0.290175 loss_vfl: 0.906309 loss_bbox: 0.338054 loss_dfl: 0.211018 loss: 1.442241 eta: 3 days, 15:48:15 batch_cost: 1.8990 data_cost: 0.0011 ips: 25.2761 images/s [10/23 12:33:36] ppdet.engine INFO: Epoch: [34] [480/610] learning_rate: 0.290157 loss_vfl: 0.912341 loss_bbox: 0.331861 loss_dfl: 0.198186 loss: 1.425072 eta: 3 days, 15:47:32 batch_cost: 1.9300 data_cost: 0.0011 ips: 24.8709 images/s [10/23 12:34:19] ppdet.engine INFO: Epoch: [34] [500/610] learning_rate: 0.290138 loss_vfl: 0.931298 loss_bbox: 0.319675 loss_dfl: 0.202658 loss: 1.439626 eta: 3 days, 15:46:50 batch_cost: 1.9336 data_cost: 0.0011 ips: 24.8236 images/s [10/23 12:35:02] ppdet.engine INFO: Epoch: [34] [520/610] learning_rate: 0.290120 loss_vfl: 0.930900 loss_bbox: 0.336450 loss_dfl: 0.209063 loss: 1.484687 eta: 3 days, 15:46:11 batch_cost: 1.9497 data_cost: 0.0011 ips: 24.6187 images/s [10/23 12:35:45] ppdet.engine INFO: Epoch: [34] [540/610] learning_rate: 0.290102 loss_vfl: 0.941978 loss_bbox: 0.311360 loss_dfl: 0.200345 loss: 1.445217 eta: 3 days, 15:45:32 batch_cost: 1.9541 data_cost: 0.0011 ips: 24.5635 images/s [10/23 12:36:28] ppdet.engine INFO: Epoch: [34] [560/610] learning_rate: 0.290083 loss_vfl: 0.923306 loss_bbox: 0.310781 loss_dfl: 0.197372 loss: 1.421756 eta: 3 days, 15:44:46 batch_cost: 1.9133 data_cost: 0.0048 ips: 25.0869 images/s [10/23 12:37:11] ppdet.engine INFO: Epoch: [34] [580/610] learning_rate: 0.290065 loss_vfl: 0.900000 loss_bbox: 0.322578 loss_dfl: 0.193386 loss: 1.413519 eta: 3 days, 15:44:08 batch_cost: 1.9550 data_cost: 0.0011 ips: 24.5524 images/s [10/23 12:37:53] ppdet.engine INFO: Epoch: [34] [600/610] learning_rate: 0.290046 loss_vfl: 0.929955 loss_bbox: 0.322658 loss_dfl: 0.206762 loss: 1.442788 eta: 3 days, 15:43:24 batch_cost: 1.9242 data_cost: 0.0011 ips: 24.9459 images/s [10/23 12:38:25] ppdet.engine INFO: Epoch: [35] [ 0/610] learning_rate: 0.290037 loss_vfl: 0.934577 loss_bbox: 0.313619 loss_dfl: 0.204338 loss: 1.446394 eta: 3 days, 15:44:01 batch_cost: 2.2955 data_cost: 0.2652 ips: 20.9107 images/s [10/23 12:39:08] ppdet.engine INFO: Epoch: [35] [ 20/610] learning_rate: 0.290019 loss_vfl: 0.896210 loss_bbox: 0.319678 loss_dfl: 0.201187 loss: 1.437780 eta: 3 days, 15:43:21 batch_cost: 1.9443 data_cost: 0.0011 ips: 24.6874 images/s [10/23 12:39:52] ppdet.engine INFO: Epoch: [35] [ 40/610] learning_rate: 0.290000 loss_vfl: 0.912976 loss_bbox: 0.332791 loss_dfl: 0.201971 loss: 1.442147 eta: 3 days, 15:42:51 batch_cost: 2.0182 data_cost: 0.0011 ips: 23.7834 images/s [10/23 12:40:35] ppdet.engine INFO: Epoch: [35] [ 60/610] learning_rate: 0.289982 loss_vfl: 0.906429 loss_bbox: 0.329091 loss_dfl: 0.207579 loss: 1.441573 eta: 3 days, 15:42:15 batch_cost: 1.9731 data_cost: 0.0011 ips: 24.3273 images/s [10/23 12:41:19] ppdet.engine INFO: Epoch: [35] [ 80/610] learning_rate: 0.289963 loss_vfl: 0.907872 loss_bbox: 0.315973 loss_dfl: 0.199935 loss: 1.453755 eta: 3 days, 15:41:45 batch_cost: 2.0127 data_cost: 0.0011 ips: 23.8485 images/s [10/23 12:42:02] ppdet.engine INFO: Epoch: [35] [100/610] learning_rate: 0.289945 loss_vfl: 0.904338 loss_bbox: 0.305260 loss_dfl: 0.196818 loss: 1.416324 eta: 3 days, 15:41:01 batch_cost: 1.9187 data_cost: 0.0011 ips: 25.0167 images/s [10/23 12:42:45] ppdet.engine INFO: Epoch: [35] [120/610] learning_rate: 0.289926 loss_vfl: 0.924278 loss_bbox: 0.309610 loss_dfl: 0.196254 loss: 1.439730 eta: 3 days, 15:40:23 batch_cost: 1.9616 data_cost: 0.0011 ips: 24.4699 images/s [10/23 12:43:28] ppdet.engine INFO: Epoch: [35] [140/610] learning_rate: 0.289907 loss_vfl: 0.901027 loss_bbox: 0.305554 loss_dfl: 0.194131 loss: 1.404036 eta: 3 days, 15:39:38 batch_cost: 1.9140 data_cost: 0.0010 ips: 25.0780 images/s [10/23 12:44:10] ppdet.engine INFO: Epoch: [35] [160/610] learning_rate: 0.289889 loss_vfl: 0.900531 loss_bbox: 0.317109 loss_dfl: 0.201619 loss: 1.434830 eta: 3 days, 15:38:49 batch_cost: 1.8905 data_cost: 0.0011 ips: 25.3898 images/s [10/23 12:44:53] ppdet.engine INFO: Epoch: [35] [180/610] learning_rate: 0.289870 loss_vfl: 0.919961 loss_bbox: 0.309233 loss_dfl: 0.191180 loss: 1.439630 eta: 3 days, 15:38:02 batch_cost: 1.9018 data_cost: 0.0011 ips: 25.2393 images/s [10/23 12:45:36] ppdet.engine INFO: Epoch: [35] [200/610] learning_rate: 0.289852 loss_vfl: 0.916348 loss_bbox: 0.299793 loss_dfl: 0.191521 loss: 1.403603 eta: 3 days, 15:37:24 batch_cost: 1.9613 data_cost: 0.0010 ips: 24.4731 images/s [10/23 12:46:19] ppdet.engine INFO: Epoch: [35] [220/610] learning_rate: 0.289833 loss_vfl: 0.922850 loss_bbox: 0.315333 loss_dfl: 0.196133 loss: 1.435974 eta: 3 days, 15:36:44 batch_cost: 1.9464 data_cost: 0.0010 ips: 24.6607 images/s [10/23 12:47:01] ppdet.engine INFO: Epoch: [35] [240/610] learning_rate: 0.289814 loss_vfl: 0.901385 loss_bbox: 0.326639 loss_dfl: 0.199193 loss: 1.433522 eta: 3 days, 15:35:59 batch_cost: 1.9130 data_cost: 0.0011 ips: 25.0915 images/s [10/23 12:47:45] ppdet.engine INFO: Epoch: [35] [260/610] learning_rate: 0.289796 loss_vfl: 0.897866 loss_bbox: 0.323720 loss_dfl: 0.199801 loss: 1.418897 eta: 3 days, 15:35:19 batch_cost: 1.9509 data_cost: 0.0010 ips: 24.6038 images/s [10/23 12:48:27] ppdet.engine INFO: Epoch: [35] [280/610] learning_rate: 0.289777 loss_vfl: 0.917909 loss_bbox: 0.303257 loss_dfl: 0.192763 loss: 1.394957 eta: 3 days, 15:34:41 batch_cost: 1.9600 data_cost: 0.0010 ips: 24.4904 images/s [10/23 12:49:11] ppdet.engine INFO: Epoch: [35] [300/610] learning_rate: 0.289758 loss_vfl: 0.908759 loss_bbox: 0.298663 loss_dfl: 0.188964 loss: 1.392074 eta: 3 days, 15:34:04 batch_cost: 1.9666 data_cost: 0.0011 ips: 24.4079 images/s [10/23 12:49:54] ppdet.engine INFO: Epoch: [35] [320/610] learning_rate: 0.289740 loss_vfl: 0.900570 loss_bbox: 0.343551 loss_dfl: 0.212853 loss: 1.464656 eta: 3 days, 15:33:23 batch_cost: 1.9413 data_cost: 0.0011 ips: 24.7254 images/s [10/23 12:50:37] ppdet.engine INFO: Epoch: [35] [340/610] learning_rate: 0.289721 loss_vfl: 0.905200 loss_bbox: 0.303516 loss_dfl: 0.194097 loss: 1.418013 eta: 3 days, 15:32:43 batch_cost: 1.9491 data_cost: 0.0010 ips: 24.6273 images/s [10/23 12:51:20] ppdet.engine INFO: Epoch: [35] [360/610] learning_rate: 0.289702 loss_vfl: 0.908072 loss_bbox: 0.335180 loss_dfl: 0.207830 loss: 1.459066 eta: 3 days, 15:31:58 batch_cost: 1.9090 data_cost: 0.0011 ips: 25.1445 images/s [10/23 12:52:04] ppdet.engine INFO: Epoch: [35] [380/610] learning_rate: 0.289683 loss_vfl: 0.912487 loss_bbox: 0.336391 loss_dfl: 0.209075 loss: 1.461740 eta: 3 days, 15:31:18 batch_cost: 1.9475 data_cost: 0.0010 ips: 24.6476 images/s [10/23 12:52:47] ppdet.engine INFO: Epoch: [35] [400/610] learning_rate: 0.289665 loss_vfl: 0.919447 loss_bbox: 0.335533 loss_dfl: 0.205854 loss: 1.445704 eta: 3 days, 15:30:36 batch_cost: 1.9397 data_cost: 0.0011 ips: 24.7464 images/s [10/23 12:53:30] ppdet.engine INFO: Epoch: [35] [420/610] learning_rate: 0.289646 loss_vfl: 0.905369 loss_bbox: 0.317912 loss_dfl: 0.197273 loss: 1.422805 eta: 3 days, 15:30:02 batch_cost: 1.9877 data_cost: 0.0011 ips: 24.1480 images/s [10/23 12:54:13] ppdet.engine INFO: Epoch: [35] [440/610] learning_rate: 0.289627 loss_vfl: 0.912333 loss_bbox: 0.310331 loss_dfl: 0.203312 loss: 1.439005 eta: 3 days, 15:29:21 batch_cost: 1.9354 data_cost: 0.0011 ips: 24.8013 images/s [10/23 12:54:56] ppdet.engine INFO: Epoch: [35] [460/610] learning_rate: 0.289608 loss_vfl: 0.909168 loss_bbox: 0.316668 loss_dfl: 0.200903 loss: 1.424189 eta: 3 days, 15:28:40 batch_cost: 1.9460 data_cost: 0.0010 ips: 24.6657 images/s [10/23 12:55:38] ppdet.engine INFO: Epoch: [35] [480/610] learning_rate: 0.289589 loss_vfl: 0.934785 loss_bbox: 0.314917 loss_dfl: 0.200582 loss: 1.436713 eta: 3 days, 15:27:58 batch_cost: 1.9311 data_cost: 0.0010 ips: 24.8568 images/s [10/23 12:56:21] ppdet.engine INFO: Epoch: [35] [500/610] learning_rate: 0.289570 loss_vfl: 0.912886 loss_bbox: 0.332686 loss_dfl: 0.213096 loss: 1.469803 eta: 3 days, 15:27:16 batch_cost: 1.9368 data_cost: 0.0010 ips: 24.7835 images/s [10/23 12:57:04] ppdet.engine INFO: Epoch: [35] [520/610] learning_rate: 0.289552 loss_vfl: 0.905066 loss_bbox: 0.345286 loss_dfl: 0.208842 loss: 1.462539 eta: 3 days, 15:26:33 batch_cost: 1.9243 data_cost: 0.0011 ips: 24.9446 images/s [10/23 12:57:47] ppdet.engine INFO: Epoch: [35] [540/610] learning_rate: 0.289533 loss_vfl: 0.939107 loss_bbox: 0.302627 loss_dfl: 0.199052 loss: 1.455686 eta: 3 days, 15:25:51 batch_cost: 1.9346 data_cost: 0.0011 ips: 24.8115 images/s [10/23 12:58:31] ppdet.engine INFO: Epoch: [35] [560/610] learning_rate: 0.289514 loss_vfl: 0.914244 loss_bbox: 0.327451 loss_dfl: 0.201296 loss: 1.441862 eta: 3 days, 15:25:19 batch_cost: 1.9986 data_cost: 0.0010 ips: 24.0163 images/s [10/23 12:59:15] ppdet.engine INFO: Epoch: [35] [580/610] learning_rate: 0.289495 loss_vfl: 0.919794 loss_bbox: 0.320119 loss_dfl: 0.198797 loss: 1.459779 eta: 3 days, 15:24:36 batch_cost: 1.9321 data_cost: 0.0041 ips: 24.8436 images/s [10/23 12:59:55] ppdet.engine INFO: Epoch: [35] [600/610] learning_rate: 0.289476 loss_vfl: 0.914317 loss_bbox: 0.307212 loss_dfl: 0.195958 loss: 1.429792 eta: 3 days, 15:23:36 batch_cost: 1.8048 data_cost: 0.0011 ips: 26.5957 images/s [10/23 13:00:25] ppdet.engine INFO: Epoch: [36] [ 0/610] learning_rate: 0.289466 loss_vfl: 0.918826 loss_bbox: 0.302872 loss_dfl: 0.191378 loss: 1.420004 eta: 3 days, 15:24:03 batch_cost: 2.1675 data_cost: 0.1932 ips: 22.1451 images/s [10/23 13:01:10] ppdet.engine INFO: Epoch: [36] [ 20/610] learning_rate: 0.289448 loss_vfl: 0.906887 loss_bbox: 0.284570 loss_dfl: 0.179589 loss: 1.394813 eta: 3 days, 15:23:38 batch_cost: 2.0497 data_cost: 0.0011 ips: 23.4176 images/s [10/23 13:01:54] ppdet.engine INFO: Epoch: [36] [ 40/610] learning_rate: 0.289429 loss_vfl: 0.913491 loss_bbox: 0.319331 loss_dfl: 0.205605 loss: 1.443253 eta: 3 days, 15:23:03 batch_cost: 1.9824 data_cost: 0.0010 ips: 24.2133 images/s [10/23 13:02:38] ppdet.engine INFO: Epoch: [36] [ 60/610] learning_rate: 0.289410 loss_vfl: 0.916774 loss_bbox: 0.318680 loss_dfl: 0.193945 loss: 1.413719 eta: 3 days, 15:22:27 batch_cost: 1.9758 data_cost: 0.0010 ips: 24.2943 images/s [10/23 13:03:22] ppdet.engine INFO: Epoch: [36] [ 80/610] learning_rate: 0.289391 loss_vfl: 0.917872 loss_bbox: 0.318886 loss_dfl: 0.199379 loss: 1.438488 eta: 3 days, 15:21:52 batch_cost: 1.9834 data_cost: 0.0011 ips: 24.2012 images/s [10/23 13:04:06] ppdet.engine INFO: Epoch: [36] [100/610] learning_rate: 0.289371 loss_vfl: 0.919537 loss_bbox: 0.321841 loss_dfl: 0.200486 loss: 1.423437 eta: 3 days, 15:21:23 batch_cost: 2.0203 data_cost: 0.0011 ips: 23.7584 images/s [10/23 13:04:49] ppdet.engine INFO: Epoch: [36] [120/610] learning_rate: 0.289352 loss_vfl: 0.923612 loss_bbox: 0.303384 loss_dfl: 0.191671 loss: 1.413426 eta: 3 days, 15:20:44 batch_cost: 1.9561 data_cost: 0.0011 ips: 24.5389 images/s [10/23 13:05:32] ppdet.engine INFO: Epoch: [36] [140/610] learning_rate: 0.289333 loss_vfl: 0.934846 loss_bbox: 0.334456 loss_dfl: 0.206315 loss: 1.449486 eta: 3 days, 15:20:08 batch_cost: 1.9743 data_cost: 0.0010 ips: 24.3119 images/s [10/23 13:06:15] ppdet.engine INFO: Epoch: [36] [160/610] learning_rate: 0.289314 loss_vfl: 0.910462 loss_bbox: 0.309754 loss_dfl: 0.202247 loss: 1.410895 eta: 3 days, 15:19:26 batch_cost: 1.9357 data_cost: 0.0010 ips: 24.7970 images/s [10/23 13:06:58] ppdet.engine INFO: Epoch: [36] [180/610] learning_rate: 0.289295 loss_vfl: 0.926817 loss_bbox: 0.311851 loss_dfl: 0.204119 loss: 1.455654 eta: 3 days, 15:18:45 batch_cost: 1.9422 data_cost: 0.0011 ips: 24.7147 images/s [10/23 13:07:41] ppdet.engine INFO: Epoch: [36] [200/610] learning_rate: 0.289276 loss_vfl: 0.908551 loss_bbox: 0.330338 loss_dfl: 0.202745 loss: 1.434443 eta: 3 days, 15:18:05 batch_cost: 1.9443 data_cost: 0.0011 ips: 24.6879 images/s [10/23 13:08:24] ppdet.engine INFO: Epoch: [36] [220/610] learning_rate: 0.289257 loss_vfl: 0.915391 loss_bbox: 0.322235 loss_dfl: 0.197179 loss: 1.435389 eta: 3 days, 15:17:28 batch_cost: 1.9691 data_cost: 0.0010 ips: 24.3767 images/s [10/23 13:09:06] ppdet.engine INFO: Epoch: [36] [240/610] learning_rate: 0.289238 loss_vfl: 0.911594 loss_bbox: 0.332693 loss_dfl: 0.205845 loss: 1.445596 eta: 3 days, 15:16:40 batch_cost: 1.8965 data_cost: 0.0010 ips: 25.3100 images/s [10/23 13:09:49] ppdet.engine INFO: Epoch: [36] [260/610] learning_rate: 0.289219 loss_vfl: 0.911917 loss_bbox: 0.313349 loss_dfl: 0.194380 loss: 1.398642 eta: 3 days, 15:15:57 batch_cost: 1.9270 data_cost: 0.0011 ips: 24.9088 images/s [10/23 13:10:32] ppdet.engine INFO: Epoch: [36] [280/610] learning_rate: 0.289199 loss_vfl: 0.923256 loss_bbox: 0.322340 loss_dfl: 0.201693 loss: 1.437706 eta: 3 days, 15:15:17 batch_cost: 1.9433 data_cost: 0.0011 ips: 24.6997 images/s [10/23 13:11:16] ppdet.engine INFO: Epoch: [36] [300/610] learning_rate: 0.289180 loss_vfl: 0.908719 loss_bbox: 0.315877 loss_dfl: 0.192348 loss: 1.441956 eta: 3 days, 15:14:39 batch_cost: 1.9652 data_cost: 0.0010 ips: 24.4248 images/s [10/23 13:11:59] ppdet.engine INFO: Epoch: [36] [320/610] learning_rate: 0.289161 loss_vfl: 0.918766 loss_bbox: 0.337287 loss_dfl: 0.208434 loss: 1.453797 eta: 3 days, 15:14:00 batch_cost: 1.9550 data_cost: 0.0011 ips: 24.5525 images/s [10/23 13:12:42] ppdet.engine INFO: Epoch: [36] [340/610] learning_rate: 0.289142 loss_vfl: 0.929499 loss_bbox: 0.299223 loss_dfl: 0.197784 loss: 1.415923 eta: 3 days, 15:13:26 batch_cost: 1.9862 data_cost: 0.0012 ips: 24.1672 images/s [10/23 13:13:26] ppdet.engine INFO: Epoch: [36] [360/610] learning_rate: 0.289123 loss_vfl: 0.908931 loss_bbox: 0.303361 loss_dfl: 0.199203 loss: 1.411275 eta: 3 days, 15:12:52 batch_cost: 1.9932 data_cost: 0.0011 ips: 24.0825 images/s [10/23 13:14:10] ppdet.engine INFO: Epoch: [36] [380/610] learning_rate: 0.289103 loss_vfl: 0.917041 loss_bbox: 0.288143 loss_dfl: 0.184736 loss: 1.387262 eta: 3 days, 15:12:15 batch_cost: 1.9644 data_cost: 0.0011 ips: 24.4347 images/s [10/23 13:14:53] ppdet.engine INFO: Epoch: [36] [400/610] learning_rate: 0.289084 loss_vfl: 0.904874 loss_bbox: 0.323895 loss_dfl: 0.195459 loss: 1.429897 eta: 3 days, 15:11:34 batch_cost: 1.9449 data_cost: 0.0011 ips: 24.6803 images/s [10/23 13:15:37] ppdet.engine INFO: Epoch: [36] [420/610] learning_rate: 0.289065 loss_vfl: 0.946415 loss_bbox: 0.311426 loss_dfl: 0.205108 loss: 1.451469 eta: 3 days, 15:10:57 batch_cost: 1.9654 data_cost: 0.0012 ips: 24.4222 images/s [10/23 13:16:19] ppdet.engine INFO: Epoch: [36] [440/610] learning_rate: 0.289045 loss_vfl: 0.928543 loss_bbox: 0.288520 loss_dfl: 0.193795 loss: 1.423935 eta: 3 days, 15:10:14 batch_cost: 1.9284 data_cost: 0.0011 ips: 24.8914 images/s [10/23 13:17:04] ppdet.engine INFO: Epoch: [36] [460/610] learning_rate: 0.289026 loss_vfl: 0.923217 loss_bbox: 0.330257 loss_dfl: 0.201124 loss: 1.465109 eta: 3 days, 15:09:38 batch_cost: 1.9758 data_cost: 0.0011 ips: 24.2944 images/s [10/23 13:17:46] ppdet.engine INFO: Epoch: [36] [480/610] learning_rate: 0.289007 loss_vfl: 0.900897 loss_bbox: 0.308995 loss_dfl: 0.201100 loss: 1.437039 eta: 3 days, 15:08:50 batch_cost: 1.8927 data_cost: 0.0011 ips: 25.3601 images/s [10/23 13:18:29] ppdet.engine INFO: Epoch: [36] [500/610] learning_rate: 0.288987 loss_vfl: 0.935539 loss_bbox: 0.322666 loss_dfl: 0.206699 loss: 1.479920 eta: 3 days, 15:08:11 batch_cost: 1.9522 data_cost: 0.0011 ips: 24.5871 images/s [10/23 13:19:12] ppdet.engine INFO: Epoch: [36] [520/610] learning_rate: 0.288968 loss_vfl: 0.920657 loss_bbox: 0.306161 loss_dfl: 0.197199 loss: 1.440655 eta: 3 days, 15:07:22 batch_cost: 1.8806 data_cost: 0.0011 ips: 25.5233 images/s [10/23 13:19:55] ppdet.engine INFO: Epoch: [36] [540/610] learning_rate: 0.288949 loss_vfl: 0.906004 loss_bbox: 0.331421 loss_dfl: 0.201436 loss: 1.433083 eta: 3 days, 15:06:45 batch_cost: 1.9714 data_cost: 0.0011 ips: 24.3479 images/s [10/23 13:20:38] ppdet.engine INFO: Epoch: [36] [560/610] learning_rate: 0.288929 loss_vfl: 0.915780 loss_bbox: 0.314671 loss_dfl: 0.197740 loss: 1.424907 eta: 3 days, 15:06:03 batch_cost: 1.9363 data_cost: 0.0015 ips: 24.7898 images/s [10/23 13:21:21] ppdet.engine INFO: Epoch: [36] [580/610] learning_rate: 0.288910 loss_vfl: 0.935521 loss_bbox: 0.295341 loss_dfl: 0.192019 loss: 1.413639 eta: 3 days, 15:05:13 batch_cost: 1.8728 data_cost: 0.0011 ips: 25.6300 images/s [10/23 13:22:02] ppdet.engine INFO: Epoch: [36] [600/610] learning_rate: 0.288890 loss_vfl: 0.923756 loss_bbox: 0.323088 loss_dfl: 0.201755 loss: 1.469153 eta: 3 days, 15:04:22 batch_cost: 1.8745 data_cost: 0.0014 ips: 25.6073 images/s [10/23 13:22:35] ppdet.engine INFO: Epoch: [37] [ 0/610] learning_rate: 0.288881 loss_vfl: 0.940044 loss_bbox: 0.312148 loss_dfl: 0.199701 loss: 1.468960 eta: 3 days, 15:05:01 batch_cost: 2.2704 data_cost: 0.2676 ips: 21.1415 images/s [10/23 13:23:19] ppdet.engine INFO: Epoch: [37] [ 20/610] learning_rate: 0.288861 loss_vfl: 0.924961 loss_bbox: 0.321273 loss_dfl: 0.201762 loss: 1.427024 eta: 3 days, 15:04:31 batch_cost: 2.0196 data_cost: 0.0012 ips: 23.7668 images/s [10/23 13:24:04] ppdet.engine INFO: Epoch: [37] [ 40/610] learning_rate: 0.288842 loss_vfl: 0.907253 loss_bbox: 0.310929 loss_dfl: 0.197323 loss: 1.413115 eta: 3 days, 15:04:03 batch_cost: 2.0357 data_cost: 0.0011 ips: 23.5795 images/s [10/23 13:24:48] ppdet.engine INFO: Epoch: [37] [ 60/610] learning_rate: 0.288822 loss_vfl: 0.904656 loss_bbox: 0.302865 loss_dfl: 0.203604 loss: 1.440424 eta: 3 days, 15:03:27 batch_cost: 1.9728 data_cost: 0.0010 ips: 24.3304 images/s [10/23 13:25:31] ppdet.engine INFO: Epoch: [37] [ 80/610] learning_rate: 0.288803 loss_vfl: 0.905269 loss_bbox: 0.320374 loss_dfl: 0.197365 loss: 1.413170 eta: 3 days, 15:02:52 batch_cost: 1.9859 data_cost: 0.0010 ips: 24.1709 images/s [10/23 13:26:14] ppdet.engine INFO: Epoch: [37] [100/610] learning_rate: 0.288783 loss_vfl: 0.897011 loss_bbox: 0.317089 loss_dfl: 0.208139 loss: 1.428829 eta: 3 days, 15:02:06 batch_cost: 1.9016 data_cost: 0.0010 ips: 25.2416 images/s [10/23 13:26:58] ppdet.engine INFO: Epoch: [37] [120/610] learning_rate: 0.288764 loss_vfl: 0.883189 loss_bbox: 0.315686 loss_dfl: 0.196327 loss: 1.414772 eta: 3 days, 15:01:31 batch_cost: 1.9849 data_cost: 0.0011 ips: 24.1831 images/s [10/23 13:27:41] ppdet.engine INFO: Epoch: [37] [140/610] learning_rate: 0.288744 loss_vfl: 0.908680 loss_bbox: 0.321127 loss_dfl: 0.199149 loss: 1.424247 eta: 3 days, 15:00:57 batch_cost: 1.9896 data_cost: 0.0010 ips: 24.1259 images/s [10/23 13:28:23] ppdet.engine INFO: Epoch: [37] [160/610] learning_rate: 0.288724 loss_vfl: 0.893801 loss_bbox: 0.308672 loss_dfl: 0.196317 loss: 1.411856 eta: 3 days, 15:00:11 batch_cost: 1.9088 data_cost: 0.0011 ips: 25.1464 images/s [10/23 13:29:06] ppdet.engine INFO: Epoch: [37] [180/610] learning_rate: 0.288705 loss_vfl: 0.919297 loss_bbox: 0.317427 loss_dfl: 0.209172 loss: 1.459054 eta: 3 days, 14:59:28 batch_cost: 1.9213 data_cost: 0.0014 ips: 24.9832 images/s [10/23 13:29:50] ppdet.engine INFO: Epoch: [37] [200/610] learning_rate: 0.288685 loss_vfl: 0.929509 loss_bbox: 0.316339 loss_dfl: 0.195111 loss: 1.450663 eta: 3 days, 14:58:57 batch_cost: 2.0111 data_cost: 0.0014 ips: 23.8673 images/s [10/23 13:30:33] ppdet.engine INFO: Epoch: [37] [220/610] learning_rate: 0.288666 loss_vfl: 0.891564 loss_bbox: 0.325199 loss_dfl: 0.201325 loss: 1.414280 eta: 3 days, 14:58:17 batch_cost: 1.9534 data_cost: 0.0012 ips: 24.5730 images/s [10/23 13:31:16] ppdet.engine INFO: Epoch: [37] [240/610] learning_rate: 0.288646 loss_vfl: 0.918967 loss_bbox: 0.306796 loss_dfl: 0.200926 loss: 1.423178 eta: 3 days, 14:57:39 batch_cost: 1.9556 data_cost: 0.0055 ips: 24.5446 images/s [10/23 13:32:00] ppdet.engine INFO: Epoch: [37] [260/610] learning_rate: 0.288626 loss_vfl: 0.886542 loss_bbox: 0.326642 loss_dfl: 0.202968 loss: 1.435459 eta: 3 days, 14:57:02 batch_cost: 1.9705 data_cost: 0.0011 ips: 24.3595 images/s [10/23 13:32:43] ppdet.engine INFO: Epoch: [37] [280/610] learning_rate: 0.288607 loss_vfl: 0.922836 loss_bbox: 0.334173 loss_dfl: 0.204721 loss: 1.459205 eta: 3 days, 14:56:20 batch_cost: 1.9338 data_cost: 0.0010 ips: 24.8217 images/s [10/23 13:33:25] ppdet.engine INFO: Epoch: [37] [300/610] learning_rate: 0.288587 loss_vfl: 0.925392 loss_bbox: 0.313219 loss_dfl: 0.197182 loss: 1.429097 eta: 3 days, 14:55:37 batch_cost: 1.9262 data_cost: 0.0011 ips: 24.9198 images/s [10/23 13:34:09] ppdet.engine INFO: Epoch: [37] [320/610] learning_rate: 0.288567 loss_vfl: 0.914097 loss_bbox: 0.333079 loss_dfl: 0.212190 loss: 1.459255 eta: 3 days, 14:55:08 batch_cost: 2.0270 data_cost: 0.0011 ips: 23.6806 images/s [10/23 13:34:53] ppdet.engine INFO: Epoch: [37] [340/610] learning_rate: 0.288547 loss_vfl: 0.898877 loss_bbox: 0.303397 loss_dfl: 0.191435 loss: 1.395687 eta: 3 days, 14:54:39 batch_cost: 2.0277 data_cost: 0.0010 ips: 23.6716 images/s [10/23 13:35:37] ppdet.engine INFO: Epoch: [37] [360/610] learning_rate: 0.288528 loss_vfl: 0.922619 loss_bbox: 0.306766 loss_dfl: 0.195324 loss: 1.432766 eta: 3 days, 14:54:07 batch_cost: 2.0049 data_cost: 0.0011 ips: 23.9415 images/s [10/23 13:36:21] ppdet.engine INFO: Epoch: [37] [380/610] learning_rate: 0.288508 loss_vfl: 0.896025 loss_bbox: 0.317648 loss_dfl: 0.196525 loss: 1.413495 eta: 3 days, 14:53:32 batch_cost: 1.9825 data_cost: 0.0011 ips: 24.2115 images/s [10/23 13:37:05] ppdet.engine INFO: Epoch: [37] [400/610] learning_rate: 0.288488 loss_vfl: 0.916271 loss_bbox: 0.326052 loss_dfl: 0.210373 loss: 1.443638 eta: 3 days, 14:53:00 batch_cost: 2.0087 data_cost: 0.0011 ips: 23.8956 images/s [10/23 13:37:47] ppdet.engine INFO: Epoch: [37] [420/610] learning_rate: 0.288468 loss_vfl: 0.924829 loss_bbox: 0.312199 loss_dfl: 0.202122 loss: 1.432656 eta: 3 days, 14:52:15 batch_cost: 1.9085 data_cost: 0.0012 ips: 25.1512 images/s [10/23 13:38:30] ppdet.engine INFO: Epoch: [37] [440/610] learning_rate: 0.288449 loss_vfl: 0.921371 loss_bbox: 0.328954 loss_dfl: 0.205090 loss: 1.443338 eta: 3 days, 14:51:30 batch_cost: 1.9123 data_cost: 0.0011 ips: 25.1009 images/s [10/23 13:39:13] ppdet.engine INFO: Epoch: [37] [460/610] learning_rate: 0.288429 loss_vfl: 0.919010 loss_bbox: 0.316257 loss_dfl: 0.194699 loss: 1.427089 eta: 3 days, 14:50:49 batch_cost: 1.9405 data_cost: 0.0011 ips: 24.7365 images/s [10/23 13:39:56] ppdet.engine INFO: Epoch: [37] [480/610] learning_rate: 0.288409 loss_vfl: 0.910605 loss_bbox: 0.322570 loss_dfl: 0.203653 loss: 1.431653 eta: 3 days, 14:50:16 batch_cost: 1.9997 data_cost: 0.0011 ips: 24.0041 images/s [10/23 13:40:40] ppdet.engine INFO: Epoch: [37] [500/610] learning_rate: 0.288389 loss_vfl: 0.916600 loss_bbox: 0.317719 loss_dfl: 0.198409 loss: 1.425335 eta: 3 days, 14:49:41 batch_cost: 1.9857 data_cost: 0.0010 ips: 24.1725 images/s [10/23 13:41:25] ppdet.engine INFO: Epoch: [37] [520/610] learning_rate: 0.288369 loss_vfl: 0.921518 loss_bbox: 0.331444 loss_dfl: 0.203753 loss: 1.430708 eta: 3 days, 14:49:13 batch_cost: 2.0350 data_cost: 0.0011 ips: 23.5874 images/s [10/23 13:42:09] ppdet.engine INFO: Epoch: [37] [540/610] learning_rate: 0.288349 loss_vfl: 0.912123 loss_bbox: 0.313812 loss_dfl: 0.197728 loss: 1.435576 eta: 3 days, 14:48:36 batch_cost: 1.9682 data_cost: 0.0011 ips: 24.3879 images/s [10/23 13:42:53] ppdet.engine INFO: Epoch: [37] [560/610] learning_rate: 0.288329 loss_vfl: 0.903207 loss_bbox: 0.298157 loss_dfl: 0.192448 loss: 1.407893 eta: 3 days, 14:47:58 batch_cost: 1.9636 data_cost: 0.0011 ips: 24.4452 images/s [10/23 13:43:36] ppdet.engine INFO: Epoch: [37] [580/610] learning_rate: 0.288309 loss_vfl: 0.903946 loss_bbox: 0.320789 loss_dfl: 0.212478 loss: 1.468070 eta: 3 days, 14:47:20 batch_cost: 1.9632 data_cost: 0.0011 ips: 24.4494 images/s [10/23 13:44:18] ppdet.engine INFO: Epoch: [37] [600/610] learning_rate: 0.288289 loss_vfl: 0.916137 loss_bbox: 0.325319 loss_dfl: 0.203611 loss: 1.440775 eta: 3 days, 14:46:34 batch_cost: 1.9013 data_cost: 0.0012 ips: 25.2460 images/s [10/23 13:44:50] ppdet.engine INFO: Epoch: [38] [ 0/610] learning_rate: 0.288279 loss_vfl: 0.898251 loss_bbox: 0.323609 loss_dfl: 0.201732 loss: 1.420273 eta: 3 days, 14:47:09 batch_cost: 2.2793 data_cost: 0.2069 ips: 21.0588 images/s [10/23 13:45:36] ppdet.engine INFO: Epoch: [38] [ 20/610] learning_rate: 0.288260 loss_vfl: 0.885965 loss_bbox: 0.310838 loss_dfl: 0.198918 loss: 1.395988 eta: 3 days, 14:46:39 batch_cost: 2.0171 data_cost: 0.0011 ips: 23.7962 images/s [10/23 13:46:19] ppdet.engine INFO: Epoch: [38] [ 40/610] learning_rate: 0.288240 loss_vfl: 0.894611 loss_bbox: 0.332367 loss_dfl: 0.193857 loss: 1.431525 eta: 3 days, 14:45:57 batch_cost: 1.9384 data_cost: 0.0011 ips: 24.7628 images/s [10/23 13:47:03] ppdet.engine INFO: Epoch: [38] [ 60/610] learning_rate: 0.288220 loss_vfl: 0.919225 loss_bbox: 0.306916 loss_dfl: 0.184877 loss: 1.424578 eta: 3 days, 14:45:28 batch_cost: 2.0225 data_cost: 0.0010 ips: 23.7325 images/s [10/23 13:47:47] ppdet.engine INFO: Epoch: [38] [ 80/610] learning_rate: 0.288200 loss_vfl: 0.936950 loss_bbox: 0.310899 loss_dfl: 0.192802 loss: 1.441347 eta: 3 days, 14:44:53 batch_cost: 1.9868 data_cost: 0.0011 ips: 24.1588 images/s [10/23 13:48:30] ppdet.engine INFO: Epoch: [38] [100/610] learning_rate: 0.288179 loss_vfl: 0.917583 loss_bbox: 0.322119 loss_dfl: 0.201812 loss: 1.452900 eta: 3 days, 14:44:14 batch_cost: 1.9535 data_cost: 0.0011 ips: 24.5719 images/s [10/23 13:49:14] ppdet.engine INFO: Epoch: [38] [120/610] learning_rate: 0.288159 loss_vfl: 0.913533 loss_bbox: 0.305914 loss_dfl: 0.195871 loss: 1.411006 eta: 3 days, 14:43:33 batch_cost: 1.9472 data_cost: 0.0012 ips: 24.6503 images/s [10/23 13:49:59] ppdet.engine INFO: Epoch: [38] [140/610] learning_rate: 0.288139 loss_vfl: 0.889868 loss_bbox: 0.332390 loss_dfl: 0.211023 loss: 1.457843 eta: 3 days, 14:43:04 batch_cost: 2.0253 data_cost: 0.0011 ips: 23.6999 images/s [10/23 13:50:42] ppdet.engine INFO: Epoch: [38] [160/610] learning_rate: 0.288119 loss_vfl: 0.908891 loss_bbox: 0.316348 loss_dfl: 0.200334 loss: 1.411442 eta: 3 days, 14:42:26 batch_cost: 1.9604 data_cost: 0.0011 ips: 24.4844 images/s [10/23 13:51:26] ppdet.engine INFO: Epoch: [38] [180/610] learning_rate: 0.288099 loss_vfl: 0.890989 loss_bbox: 0.316220 loss_dfl: 0.194755 loss: 1.406317 eta: 3 days, 14:41:46 batch_cost: 1.9495 data_cost: 0.0010 ips: 24.6217 images/s [10/23 13:52:10] ppdet.engine INFO: Epoch: [38] [200/610] learning_rate: 0.288079 loss_vfl: 0.925261 loss_bbox: 0.301218 loss_dfl: 0.194954 loss: 1.424487 eta: 3 days, 14:41:10 batch_cost: 1.9798 data_cost: 0.0011 ips: 24.2446 images/s [10/23 13:52:54] ppdet.engine INFO: Epoch: [38] [220/610] learning_rate: 0.288059 loss_vfl: 0.917552 loss_bbox: 0.323441 loss_dfl: 0.199448 loss: 1.438339 eta: 3 days, 14:40:37 batch_cost: 1.9982 data_cost: 0.0011 ips: 24.0215 images/s [10/23 13:53:38] ppdet.engine INFO: Epoch: [38] [240/610] learning_rate: 0.288039 loss_vfl: 0.905504 loss_bbox: 0.327461 loss_dfl: 0.208671 loss: 1.447790 eta: 3 days, 14:39:59 batch_cost: 1.9674 data_cost: 0.0011 ips: 24.3979 images/s [10/23 13:54:21] ppdet.engine INFO: Epoch: [38] [260/610] learning_rate: 0.288019 loss_vfl: 0.901516 loss_bbox: 0.336601 loss_dfl: 0.211468 loss: 1.457932 eta: 3 days, 14:39:18 batch_cost: 1.9383 data_cost: 0.0011 ips: 24.7641 images/s [10/23 13:55:04] ppdet.engine INFO: Epoch: [38] [280/610] learning_rate: 0.287998 loss_vfl: 0.889809 loss_bbox: 0.324655 loss_dfl: 0.207615 loss: 1.424863 eta: 3 days, 14:38:38 batch_cost: 1.9492 data_cost: 0.0010 ips: 24.6252 images/s [10/23 13:55:48] ppdet.engine INFO: Epoch: [38] [300/610] learning_rate: 0.287978 loss_vfl: 0.917390 loss_bbox: 0.294448 loss_dfl: 0.189271 loss: 1.394178 eta: 3 days, 14:38:04 batch_cost: 1.9958 data_cost: 0.0011 ips: 24.0503 images/s [10/23 13:56:31] ppdet.engine INFO: Epoch: [38] [320/610] learning_rate: 0.287958 loss_vfl: 0.901492 loss_bbox: 0.336364 loss_dfl: 0.205819 loss: 1.432239 eta: 3 days, 14:37:21 batch_cost: 1.9194 data_cost: 0.0060 ips: 25.0077 images/s [10/23 13:57:14] ppdet.engine INFO: Epoch: [38] [340/610] learning_rate: 0.287938 loss_vfl: 0.917361 loss_bbox: 0.299477 loss_dfl: 0.195745 loss: 1.427613 eta: 3 days, 14:36:41 batch_cost: 1.9508 data_cost: 0.0011 ips: 24.6052 images/s [10/23 13:57:58] ppdet.engine INFO: Epoch: [38] [360/610] learning_rate: 0.287918 loss_vfl: 0.889002 loss_bbox: 0.339791 loss_dfl: 0.213458 loss: 1.414987 eta: 3 days, 14:36:07 batch_cost: 1.9965 data_cost: 0.0011 ips: 24.0420 images/s [10/23 13:58:41] ppdet.engine INFO: Epoch: [38] [380/610] learning_rate: 0.287897 loss_vfl: 0.906575 loss_bbox: 0.335673 loss_dfl: 0.207246 loss: 1.444914 eta: 3 days, 14:35:26 batch_cost: 1.9370 data_cost: 0.0012 ips: 24.7803 images/s [10/23 13:59:25] ppdet.engine INFO: Epoch: [38] [400/610] learning_rate: 0.287877 loss_vfl: 0.919494 loss_bbox: 0.291419 loss_dfl: 0.194546 loss: 1.423457 eta: 3 days, 14:34:49 batch_cost: 1.9739 data_cost: 0.0011 ips: 24.3171 images/s [10/23 14:00:09] ppdet.engine INFO: Epoch: [38] [420/610] learning_rate: 0.287857 loss_vfl: 0.896326 loss_bbox: 0.310122 loss_dfl: 0.189455 loss: 1.383244 eta: 3 days, 14:34:19 batch_cost: 2.0208 data_cost: 0.0011 ips: 23.7524 images/s [10/23 14:00:52] ppdet.engine INFO: Epoch: [38] [440/610] learning_rate: 0.287836 loss_vfl: 0.914018 loss_bbox: 0.301205 loss_dfl: 0.187863 loss: 1.419364 eta: 3 days, 14:33:34 batch_cost: 1.9098 data_cost: 0.0011 ips: 25.1336 images/s [10/23 14:01:34] ppdet.engine INFO: Epoch: [38] [460/610] learning_rate: 0.287816 loss_vfl: 0.924031 loss_bbox: 0.306542 loss_dfl: 0.194226 loss: 1.429725 eta: 3 days, 14:32:52 batch_cost: 1.9323 data_cost: 0.0010 ips: 24.8412 images/s [10/23 14:02:18] ppdet.engine INFO: Epoch: [38] [480/610] learning_rate: 0.287796 loss_vfl: 0.901848 loss_bbox: 0.333871 loss_dfl: 0.210572 loss: 1.437863 eta: 3 days, 14:32:14 batch_cost: 1.9674 data_cost: 0.0011 ips: 24.3976 images/s [10/23 14:03:03] ppdet.engine INFO: Epoch: [38] [500/610] learning_rate: 0.287775 loss_vfl: 0.911832 loss_bbox: 0.314019 loss_dfl: 0.203783 loss: 1.433403 eta: 3 days, 14:31:41 batch_cost: 1.9998 data_cost: 0.0011 ips: 24.0024 images/s [10/23 14:03:46] ppdet.engine INFO: Epoch: [38] [520/610] learning_rate: 0.287755 loss_vfl: 0.929704 loss_bbox: 0.315367 loss_dfl: 0.204549 loss: 1.441905 eta: 3 days, 14:31:00 batch_cost: 1.9442 data_cost: 0.0011 ips: 24.6886 images/s [10/23 14:04:30] ppdet.engine INFO: Epoch: [38] [540/610] learning_rate: 0.287735 loss_vfl: 0.921200 loss_bbox: 0.332754 loss_dfl: 0.201097 loss: 1.444649 eta: 3 days, 14:30:24 batch_cost: 1.9757 data_cost: 0.0011 ips: 24.2950 images/s [10/23 14:05:12] ppdet.engine INFO: Epoch: [38] [560/610] learning_rate: 0.287714 loss_vfl: 0.916144 loss_bbox: 0.296298 loss_dfl: 0.192435 loss: 1.417603 eta: 3 days, 14:29:37 batch_cost: 1.8965 data_cost: 0.0011 ips: 25.3093 images/s [10/23 14:05:55] ppdet.engine INFO: Epoch: [38] [580/610] learning_rate: 0.287694 loss_vfl: 0.915748 loss_bbox: 0.316411 loss_dfl: 0.197101 loss: 1.435890 eta: 3 days, 14:28:56 batch_cost: 1.9379 data_cost: 0.0010 ips: 24.7685 images/s [10/23 14:06:38] ppdet.engine INFO: Epoch: [38] [600/610] learning_rate: 0.287673 loss_vfl: 0.924233 loss_bbox: 0.306857 loss_dfl: 0.201981 loss: 1.437081 eta: 3 days, 14:28:18 batch_cost: 1.9645 data_cost: 0.0011 ips: 24.4333 images/s [10/23 14:07:10] ppdet.engine INFO: Epoch: [39] [ 0/610] learning_rate: 0.287663 loss_vfl: 0.918473 loss_bbox: 0.325343 loss_dfl: 0.207300 loss: 1.447415 eta: 3 days, 14:28:52 batch_cost: 2.3348 data_cost: 0.2370 ips: 20.5584 images/s [10/23 14:07:54] ppdet.engine INFO: Epoch: [39] [ 20/610] learning_rate: 0.287643 loss_vfl: 0.914325 loss_bbox: 0.310055 loss_dfl: 0.194706 loss: 1.431831 eta: 3 days, 14:28:11 batch_cost: 1.9413 data_cost: 0.0012 ips: 24.7253 images/s [10/23 14:08:36] ppdet.engine INFO: Epoch: [39] [ 40/610] learning_rate: 0.287622 loss_vfl: 0.912556 loss_bbox: 0.288977 loss_dfl: 0.186698 loss: 1.413051 eta: 3 days, 14:27:24 batch_cost: 1.8997 data_cost: 0.0011 ips: 25.2665 images/s [10/23 14:09:18] ppdet.engine INFO: Epoch: [39] [ 60/610] learning_rate: 0.287602 loss_vfl: 0.895957 loss_bbox: 0.308977 loss_dfl: 0.194839 loss: 1.417636 eta: 3 days, 14:26:36 batch_cost: 1.8824 data_cost: 0.0011 ips: 25.4992 images/s [10/23 14:10:02] ppdet.engine INFO: Epoch: [39] [ 80/610] learning_rate: 0.287581 loss_vfl: 0.862604 loss_bbox: 0.312947 loss_dfl: 0.199318 loss: 1.376342 eta: 3 days, 14:25:59 batch_cost: 1.9755 data_cost: 0.0012 ips: 24.2975 images/s [10/23 14:10:45] ppdet.engine INFO: Epoch: [39] [100/610] learning_rate: 0.287561 loss_vfl: 0.903631 loss_bbox: 0.310145 loss_dfl: 0.193044 loss: 1.421360 eta: 3 days, 14:25:17 batch_cost: 1.9307 data_cost: 0.0010 ips: 24.8618 images/s [10/23 14:11:28] ppdet.engine INFO: Epoch: [39] [120/610] learning_rate: 0.287540 loss_vfl: 0.908872 loss_bbox: 0.289432 loss_dfl: 0.185546 loss: 1.384117 eta: 3 days, 14:24:35 batch_cost: 1.9384 data_cost: 0.0012 ips: 24.7625 images/s [10/23 14:12:11] ppdet.engine INFO: Epoch: [39] [140/610] learning_rate: 0.287520 loss_vfl: 0.902619 loss_bbox: 0.311216 loss_dfl: 0.195142 loss: 1.410174 eta: 3 days, 14:23:57 batch_cost: 1.9598 data_cost: 0.0012 ips: 24.4926 images/s [10/23 14:12:55] ppdet.engine INFO: Epoch: [39] [160/610] learning_rate: 0.287499 loss_vfl: 0.912967 loss_bbox: 0.312390 loss_dfl: 0.201547 loss: 1.418210 eta: 3 days, 14:23:24 batch_cost: 2.0028 data_cost: 0.0012 ips: 23.9668 images/s [10/23 14:13:38] ppdet.engine INFO: Epoch: [39] [180/610] learning_rate: 0.287478 loss_vfl: 0.919055 loss_bbox: 0.314838 loss_dfl: 0.199082 loss: 1.414441 eta: 3 days, 14:22:42 batch_cost: 1.9330 data_cost: 0.0011 ips: 24.8317 images/s [10/23 14:14:21] ppdet.engine INFO: Epoch: [39] [200/610] learning_rate: 0.287458 loss_vfl: 0.912106 loss_bbox: 0.314532 loss_dfl: 0.193900 loss: 1.424960 eta: 3 days, 14:22:05 batch_cost: 1.9692 data_cost: 0.0011 ips: 24.3750 images/s [10/23 14:15:04] ppdet.engine INFO: Epoch: [39] [220/610] learning_rate: 0.287437 loss_vfl: 0.915314 loss_bbox: 0.317261 loss_dfl: 0.197425 loss: 1.449949 eta: 3 days, 14:21:18 batch_cost: 1.8989 data_cost: 0.0012 ips: 25.2776 images/s [10/23 14:15:48] ppdet.engine INFO: Epoch: [39] [240/610] learning_rate: 0.287417 loss_vfl: 0.920383 loss_bbox: 0.312849 loss_dfl: 0.197224 loss: 1.426620 eta: 3 days, 14:20:40 batch_cost: 1.9617 data_cost: 0.0011 ips: 24.4680 images/s [10/23 14:16:32] ppdet.engine INFO: Epoch: [39] [260/610] learning_rate: 0.287396 loss_vfl: 0.921914 loss_bbox: 0.293557 loss_dfl: 0.197658 loss: 1.429819 eta: 3 days, 14:20:07 batch_cost: 2.0036 data_cost: 0.0011 ips: 23.9568 images/s [10/23 14:17:16] ppdet.engine INFO: Epoch: [39] [280/610] learning_rate: 0.287375 loss_vfl: 0.917879 loss_bbox: 0.309661 loss_dfl: 0.200174 loss: 1.408669 eta: 3 days, 14:19:31 batch_cost: 1.9777 data_cost: 0.0011 ips: 24.2702 images/s [10/23 14:17:58] ppdet.engine INFO: Epoch: [39] [300/610] learning_rate: 0.287355 loss_vfl: 0.926842 loss_bbox: 0.323296 loss_dfl: 0.200345 loss: 1.456030 eta: 3 days, 14:18:48 batch_cost: 1.9248 data_cost: 0.0011 ips: 24.9381 images/s [10/23 14:18:41] ppdet.engine INFO: Epoch: [39] [320/610] learning_rate: 0.287334 loss_vfl: 0.917858 loss_bbox: 0.296593 loss_dfl: 0.196471 loss: 1.408516 eta: 3 days, 14:18:05 batch_cost: 1.9246 data_cost: 0.0011 ips: 24.9407 images/s [10/23 14:19:25] ppdet.engine INFO: Epoch: [39] [340/610] learning_rate: 0.287313 loss_vfl: 0.906280 loss_bbox: 0.317278 loss_dfl: 0.204303 loss: 1.434039 eta: 3 days, 14:17:32 batch_cost: 2.0075 data_cost: 0.0011 ips: 23.9100 images/s [10/23 14:20:08] ppdet.engine INFO: Epoch: [39] [360/610] learning_rate: 0.287292 loss_vfl: 0.912623 loss_bbox: 0.293187 loss_dfl: 0.194509 loss: 1.409320 eta: 3 days, 14:16:51 batch_cost: 1.9392 data_cost: 0.0011 ips: 24.7523 images/s [10/23 14:20:50] ppdet.engine INFO: Epoch: [39] [380/610] learning_rate: 0.287272 loss_vfl: 0.910794 loss_bbox: 0.325638 loss_dfl: 0.205982 loss: 1.441973 eta: 3 days, 14:16:04 batch_cost: 1.8980 data_cost: 0.0010 ips: 25.2902 images/s [10/23 14:21:33] ppdet.engine INFO: Epoch: [39] [400/610] learning_rate: 0.287251 loss_vfl: 0.923283 loss_bbox: 0.307492 loss_dfl: 0.197939 loss: 1.441719 eta: 3 days, 14:15:26 batch_cost: 1.9616 data_cost: 0.0011 ips: 24.4695 images/s [10/23 14:22:15] ppdet.engine INFO: Epoch: [39] [420/610] learning_rate: 0.287230 loss_vfl: 0.902901 loss_bbox: 0.289342 loss_dfl: 0.191491 loss: 1.385513 eta: 3 days, 14:14:43 batch_cost: 1.9221 data_cost: 0.0011 ips: 24.9728 images/s [10/23 14:22:58] ppdet.engine INFO: Epoch: [39] [440/610] learning_rate: 0.287209 loss_vfl: 0.934768 loss_bbox: 0.320273 loss_dfl: 0.200782 loss: 1.427842 eta: 3 days, 14:13:59 batch_cost: 1.9200 data_cost: 0.0011 ips: 24.9998 images/s [10/23 14:23:42] ppdet.engine INFO: Epoch: [39] [460/610] learning_rate: 0.287188 loss_vfl: 0.915801 loss_bbox: 0.308540 loss_dfl: 0.203478 loss: 1.439464 eta: 3 days, 14:13:25 batch_cost: 1.9906 data_cost: 0.0011 ips: 24.1138 images/s [10/23 14:24:25] ppdet.engine INFO: Epoch: [39] [480/610] learning_rate: 0.287168 loss_vfl: 0.905378 loss_bbox: 0.303591 loss_dfl: 0.195745 loss: 1.404947 eta: 3 days, 14:12:43 batch_cost: 1.9356 data_cost: 0.0011 ips: 24.7990 images/s [10/23 14:25:08] ppdet.engine INFO: Epoch: [39] [500/610] learning_rate: 0.287147 loss_vfl: 0.890483 loss_bbox: 0.325481 loss_dfl: 0.207473 loss: 1.430197 eta: 3 days, 14:12:04 batch_cost: 1.9609 data_cost: 0.0011 ips: 24.4791 images/s [10/23 14:25:52] ppdet.engine INFO: Epoch: [39] [520/610] learning_rate: 0.287126 loss_vfl: 0.917312 loss_bbox: 0.315504 loss_dfl: 0.200416 loss: 1.434888 eta: 3 days, 14:11:31 batch_cost: 1.9978 data_cost: 0.0010 ips: 24.0259 images/s [10/23 14:26:35] ppdet.engine INFO: Epoch: [39] [540/610] learning_rate: 0.287105 loss_vfl: 0.911395 loss_bbox: 0.312648 loss_dfl: 0.201462 loss: 1.404440 eta: 3 days, 14:10:53 batch_cost: 1.9634 data_cost: 0.0010 ips: 24.4474 images/s [10/23 14:27:19] ppdet.engine INFO: Epoch: [39] [560/610] learning_rate: 0.287084 loss_vfl: 0.931396 loss_bbox: 0.296579 loss_dfl: 0.198156 loss: 1.424296 eta: 3 days, 14:10:22 batch_cost: 2.0173 data_cost: 0.0011 ips: 23.7939 images/s [10/23 14:28:04] ppdet.engine INFO: Epoch: [39] [580/610] learning_rate: 0.287063 loss_vfl: 0.916331 loss_bbox: 0.319848 loss_dfl: 0.201564 loss: 1.444396 eta: 3 days, 14:09:50 batch_cost: 2.0142 data_cost: 0.0012 ips: 23.8309 images/s [10/23 14:28:46] ppdet.engine INFO: Epoch: [39] [600/610] learning_rate: 0.287042 loss_vfl: 0.913319 loss_bbox: 0.319000 loss_dfl: 0.201944 loss: 1.432495 eta: 3 days, 14:09:04 batch_cost: 1.9031 data_cost: 0.0011 ips: 25.2215 images/s [10/23 14:29:06] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/23 14:29:07] ppdet.engine INFO: Eval iter: 0 [10/23 14:29:38] ppdet.engine INFO: Eval iter: 100 [10/23 14:30:01] ppdet.engine INFO: Eval iter: 200 [10/23 14:30:24] ppdet.engine INFO: Eval iter: 300 [10/23 14:30:47] ppdet.engine INFO: Eval iter: 400 [10/23 14:31:09] ppdet.engine INFO: Eval iter: 500 [10/23 14:31:32] ppdet.engine INFO: Eval iter: 600 [10/23 14:31:51] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.00s) creating index... index created! [10/23 14:31:52] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.95s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=99.99s). Accumulating evaluation results... DONE (t=17.33s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.318 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.469 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.333 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.119 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.339 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.516 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.283 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.448 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.477 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.203 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.718 [10/23 14:33:57] ppdet.engine INFO: Total sample number: 4952, averge FPS: 32.67046922534712 [10/23 14:33:57] ppdet.engine INFO: Best test bbox ap is 0.318. [10/23 14:33:57] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/23 14:33:59] ppdet.engine INFO: Epoch: [40] [ 0/610] learning_rate: 0.287032 loss_vfl: 0.913145 loss_bbox: 0.320556 loss_dfl: 0.201944 loss: 1.434030 eta: 3 days, 14:08:31 batch_cost: 1.8054 data_cost: 0.0011 ips: 26.5867 images/s [10/23 14:34:43] ppdet.engine INFO: Epoch: [40] [ 20/610] learning_rate: 0.287011 loss_vfl: 0.902824 loss_bbox: 0.311549 loss_dfl: 0.198405 loss: 1.422715 eta: 3 days, 14:07:57 batch_cost: 2.0008 data_cost: 0.0011 ips: 23.9905 images/s [10/23 14:35:26] ppdet.engine INFO: Epoch: [40] [ 40/610] learning_rate: 0.286990 loss_vfl: 0.910991 loss_bbox: 0.298191 loss_dfl: 0.198389 loss: 1.394697 eta: 3 days, 14:07:15 batch_cost: 1.9318 data_cost: 0.0011 ips: 24.8475 images/s [10/23 14:36:10] ppdet.engine INFO: Epoch: [40] [ 60/610] learning_rate: 0.286969 loss_vfl: 0.919036 loss_bbox: 0.292079 loss_dfl: 0.192272 loss: 1.424509 eta: 3 days, 14:06:36 batch_cost: 1.9549 data_cost: 0.0010 ips: 24.5531 images/s [10/23 14:36:53] ppdet.engine INFO: Epoch: [40] [ 80/610] learning_rate: 0.286948 loss_vfl: 0.905725 loss_bbox: 0.317558 loss_dfl: 0.201267 loss: 1.436248 eta: 3 days, 14:05:51 batch_cost: 1.9097 data_cost: 0.0010 ips: 25.1345 images/s [10/23 14:37:37] ppdet.engine INFO: Epoch: [40] [100/610] learning_rate: 0.286927 loss_vfl: 0.897371 loss_bbox: 0.300249 loss_dfl: 0.191245 loss: 1.407694 eta: 3 days, 14:05:15 batch_cost: 1.9749 data_cost: 0.0011 ips: 24.3051 images/s [10/23 14:38:20] ppdet.engine INFO: Epoch: [40] [120/610] learning_rate: 0.286906 loss_vfl: 0.914937 loss_bbox: 0.298363 loss_dfl: 0.196229 loss: 1.407390 eta: 3 days, 14:04:37 batch_cost: 1.9653 data_cost: 0.0011 ips: 24.4237 images/s [10/23 14:39:03] ppdet.engine INFO: Epoch: [40] [140/610] learning_rate: 0.286885 loss_vfl: 0.904760 loss_bbox: 0.316868 loss_dfl: 0.202438 loss: 1.429280 eta: 3 days, 14:03:59 batch_cost: 1.9656 data_cost: 0.0011 ips: 24.4200 images/s [10/23 14:39:45] ppdet.engine INFO: Epoch: [40] [160/610] learning_rate: 0.286864 loss_vfl: 0.911766 loss_bbox: 0.304168 loss_dfl: 0.196462 loss: 1.427249 eta: 3 days, 14:03:17 batch_cost: 1.9334 data_cost: 0.0011 ips: 24.8269 images/s [10/23 14:40:28] ppdet.engine INFO: Epoch: [40] [180/610] learning_rate: 0.286843 loss_vfl: 0.922110 loss_bbox: 0.302041 loss_dfl: 0.194944 loss: 1.403377 eta: 3 days, 14:02:29 batch_cost: 1.8895 data_cost: 0.0012 ips: 25.4035 images/s [10/23 14:41:11] ppdet.engine INFO: Epoch: [40] [200/610] learning_rate: 0.286822 loss_vfl: 0.902879 loss_bbox: 0.349889 loss_dfl: 0.213020 loss: 1.464088 eta: 3 days, 14:01:53 batch_cost: 1.9725 data_cost: 0.0011 ips: 24.3344 images/s [10/23 14:41:54] ppdet.engine INFO: Epoch: [40] [220/610] learning_rate: 0.286800 loss_vfl: 0.911752 loss_bbox: 0.302205 loss_dfl: 0.195433 loss: 1.394656 eta: 3 days, 14:01:04 batch_cost: 1.8853 data_cost: 0.0011 ips: 25.4595 images/s [10/23 14:42:36] ppdet.engine INFO: Epoch: [40] [240/610] learning_rate: 0.286779 loss_vfl: 0.925871 loss_bbox: 0.336825 loss_dfl: 0.208358 loss: 1.461352 eta: 3 days, 14:00:24 batch_cost: 1.9424 data_cost: 0.0011 ips: 24.7114 images/s [10/23 14:43:20] ppdet.engine INFO: Epoch: [40] [260/610] learning_rate: 0.286758 loss_vfl: 0.910400 loss_bbox: 0.333162 loss_dfl: 0.209958 loss: 1.475878 eta: 3 days, 13:59:49 batch_cost: 1.9891 data_cost: 0.0010 ips: 24.1319 images/s [10/23 14:44:04] ppdet.engine INFO: Epoch: [40] [280/610] learning_rate: 0.286737 loss_vfl: 0.909029 loss_bbox: 0.319440 loss_dfl: 0.207037 loss: 1.427460 eta: 3 days, 13:59:17 batch_cost: 2.0120 data_cost: 0.0010 ips: 23.8573 images/s [10/23 14:44:47] ppdet.engine INFO: Epoch: [40] [300/610] learning_rate: 0.286716 loss_vfl: 0.918872 loss_bbox: 0.310420 loss_dfl: 0.196226 loss: 1.435442 eta: 3 days, 13:58:37 batch_cost: 1.9473 data_cost: 0.0010 ips: 24.6491 images/s [10/23 14:45:31] ppdet.engine INFO: Epoch: [40] [320/610] learning_rate: 0.286695 loss_vfl: 0.899806 loss_bbox: 0.336425 loss_dfl: 0.209396 loss: 1.452180 eta: 3 days, 13:57:58 batch_cost: 1.9588 data_cost: 0.0010 ips: 24.5042 images/s [10/23 14:46:14] ppdet.engine INFO: Epoch: [40] [340/610] learning_rate: 0.286673 loss_vfl: 0.905114 loss_bbox: 0.323995 loss_dfl: 0.206185 loss: 1.440744 eta: 3 days, 13:57:21 batch_cost: 1.9711 data_cost: 0.0011 ips: 24.3520 images/s [10/23 14:46:57] ppdet.engine INFO: Epoch: [40] [360/610] learning_rate: 0.286652 loss_vfl: 0.935956 loss_bbox: 0.304904 loss_dfl: 0.200397 loss: 1.433605 eta: 3 days, 13:56:42 batch_cost: 1.9552 data_cost: 0.0011 ips: 24.5502 images/s [10/23 14:47:41] ppdet.engine INFO: Epoch: [40] [380/610] learning_rate: 0.286631 loss_vfl: 0.927875 loss_bbox: 0.304958 loss_dfl: 0.190840 loss: 1.454096 eta: 3 days, 13:56:10 batch_cost: 2.0073 data_cost: 0.0011 ips: 23.9130 images/s [10/23 14:48:25] ppdet.engine INFO: Epoch: [40] [400/610] learning_rate: 0.286610 loss_vfl: 0.920712 loss_bbox: 0.310134 loss_dfl: 0.193278 loss: 1.405555 eta: 3 days, 13:55:36 batch_cost: 1.9961 data_cost: 0.0010 ips: 24.0471 images/s [10/23 14:49:08] ppdet.engine INFO: Epoch: [40] [420/610] learning_rate: 0.286588 loss_vfl: 0.892259 loss_bbox: 0.322710 loss_dfl: 0.198120 loss: 1.436700 eta: 3 days, 13:54:57 batch_cost: 1.9569 data_cost: 0.0010 ips: 24.5289 images/s [10/23 14:49:52] ppdet.engine INFO: Epoch: [40] [440/610] learning_rate: 0.286567 loss_vfl: 0.888002 loss_bbox: 0.301177 loss_dfl: 0.190643 loss: 1.395320 eta: 3 days, 13:54:23 batch_cost: 1.9960 data_cost: 0.0010 ips: 24.0475 images/s [10/23 14:50:35] ppdet.engine INFO: Epoch: [40] [460/610] learning_rate: 0.286546 loss_vfl: 0.894407 loss_bbox: 0.315827 loss_dfl: 0.199186 loss: 1.410359 eta: 3 days, 13:53:43 batch_cost: 1.9501 data_cost: 0.0010 ips: 24.6146 images/s [10/23 14:51:18] ppdet.engine INFO: Epoch: [40] [480/610] learning_rate: 0.286524 loss_vfl: 0.922035 loss_bbox: 0.315432 loss_dfl: 0.199590 loss: 1.432634 eta: 3 days, 13:53:02 batch_cost: 1.9425 data_cost: 0.0011 ips: 24.7107 images/s [10/23 14:52:02] ppdet.engine INFO: Epoch: [40] [500/610] learning_rate: 0.286503 loss_vfl: 0.919010 loss_bbox: 0.322379 loss_dfl: 0.201772 loss: 1.434092 eta: 3 days, 13:52:26 batch_cost: 1.9738 data_cost: 0.0011 ips: 24.3180 images/s [10/23 14:52:45] ppdet.engine INFO: Epoch: [40] [520/610] learning_rate: 0.286482 loss_vfl: 0.902364 loss_bbox: 0.324264 loss_dfl: 0.203121 loss: 1.440238 eta: 3 days, 13:51:44 batch_cost: 1.9323 data_cost: 0.0011 ips: 24.8406 images/s [10/23 14:53:29] ppdet.engine INFO: Epoch: [40] [540/610] learning_rate: 0.286460 loss_vfl: 0.906173 loss_bbox: 0.314418 loss_dfl: 0.198392 loss: 1.429996 eta: 3 days, 13:51:07 batch_cost: 1.9719 data_cost: 0.0010 ips: 24.3425 images/s [10/23 14:54:13] ppdet.engine INFO: Epoch: [40] [560/610] learning_rate: 0.286439 loss_vfl: 0.915494 loss_bbox: 0.306324 loss_dfl: 0.198653 loss: 1.412255 eta: 3 days, 13:50:34 batch_cost: 2.0102 data_cost: 0.0011 ips: 23.8786 images/s [10/23 14:54:55] ppdet.engine INFO: Epoch: [40] [580/610] learning_rate: 0.286418 loss_vfl: 0.886991 loss_bbox: 0.309304 loss_dfl: 0.203039 loss: 1.411479 eta: 3 days, 13:49:48 batch_cost: 1.8936 data_cost: 0.0011 ips: 25.3487 images/s [10/23 14:55:37] ppdet.engine INFO: Epoch: [40] [600/610] learning_rate: 0.286396 loss_vfl: 0.935028 loss_bbox: 0.309488 loss_dfl: 0.194789 loss: 1.427182 eta: 3 days, 13:49:03 batch_cost: 1.9097 data_cost: 0.0011 ips: 25.1351 images/s [10/23 14:56:10] ppdet.engine INFO: Epoch: [41] [ 0/610] learning_rate: 0.286385 loss_vfl: 0.928243 loss_bbox: 0.309616 loss_dfl: 0.195753 loss: 1.429621 eta: 3 days, 13:49:42 batch_cost: 2.3628 data_cost: 0.2063 ips: 20.3145 images/s [10/23 14:56:55] ppdet.engine INFO: Epoch: [41] [ 20/610] learning_rate: 0.286364 loss_vfl: 0.912331 loss_bbox: 0.309371 loss_dfl: 0.190943 loss: 1.423099 eta: 3 days, 13:49:06 batch_cost: 1.9796 data_cost: 0.0013 ips: 24.2468 images/s [10/23 14:57:38] ppdet.engine INFO: Epoch: [41] [ 40/610] learning_rate: 0.286343 loss_vfl: 0.870122 loss_bbox: 0.317923 loss_dfl: 0.203053 loss: 1.380950 eta: 3 days, 13:48:27 batch_cost: 1.9535 data_cost: 0.0011 ips: 24.5708 images/s [10/23 14:58:21] ppdet.engine INFO: Epoch: [41] [ 60/610] learning_rate: 0.286321 loss_vfl: 0.899844 loss_bbox: 0.294794 loss_dfl: 0.194308 loss: 1.401372 eta: 3 days, 13:47:49 batch_cost: 1.9668 data_cost: 0.0011 ips: 24.4054 images/s [10/23 14:59:04] ppdet.engine INFO: Epoch: [41] [ 80/610] learning_rate: 0.286300 loss_vfl: 0.918275 loss_bbox: 0.306750 loss_dfl: 0.194502 loss: 1.436467 eta: 3 days, 13:47:12 batch_cost: 1.9724 data_cost: 0.0010 ips: 24.3358 images/s [10/23 14:59:47] ppdet.engine INFO: Epoch: [41] [100/610] learning_rate: 0.286278 loss_vfl: 0.912216 loss_bbox: 0.300698 loss_dfl: 0.195586 loss: 1.402949 eta: 3 days, 13:46:27 batch_cost: 1.9074 data_cost: 0.0010 ips: 25.1657 images/s [10/23 15:00:30] ppdet.engine INFO: Epoch: [41] [120/610] learning_rate: 0.286256 loss_vfl: 0.922476 loss_bbox: 0.309532 loss_dfl: 0.200052 loss: 1.445599 eta: 3 days, 13:45:46 batch_cost: 1.9440 data_cost: 0.0051 ips: 24.6915 images/s [10/23 15:01:12] ppdet.engine INFO: Epoch: [41] [140/610] learning_rate: 0.286235 loss_vfl: 0.908582 loss_bbox: 0.324637 loss_dfl: 0.205342 loss: 1.434414 eta: 3 days, 13:45:04 batch_cost: 1.9357 data_cost: 0.0010 ips: 24.7973 images/s [10/23 15:01:56] ppdet.engine INFO: Epoch: [41] [160/610] learning_rate: 0.286213 loss_vfl: 0.923222 loss_bbox: 0.322506 loss_dfl: 0.204022 loss: 1.451497 eta: 3 days, 13:44:26 batch_cost: 1.9589 data_cost: 0.0010 ips: 24.5032 images/s [10/23 15:02:39] ppdet.engine INFO: Epoch: [41] [180/610] learning_rate: 0.286192 loss_vfl: 0.902315 loss_bbox: 0.338716 loss_dfl: 0.205044 loss: 1.460929 eta: 3 days, 13:43:50 batch_cost: 1.9802 data_cost: 0.0011 ips: 24.2401 images/s [10/23 15:03:23] ppdet.engine INFO: Epoch: [41] [200/610] learning_rate: 0.286170 loss_vfl: 0.896500 loss_bbox: 0.312988 loss_dfl: 0.201616 loss: 1.428939 eta: 3 days, 13:43:14 batch_cost: 1.9834 data_cost: 0.0011 ips: 24.2009 images/s [10/23 15:04:06] ppdet.engine INFO: Epoch: [41] [220/610] learning_rate: 0.286149 loss_vfl: 0.905539 loss_bbox: 0.348457 loss_dfl: 0.205141 loss: 1.439995 eta: 3 days, 13:42:30 batch_cost: 1.9191 data_cost: 0.0011 ips: 25.0115 images/s [10/23 15:04:48] ppdet.engine INFO: Epoch: [41] [240/610] learning_rate: 0.286127 loss_vfl: 0.907530 loss_bbox: 0.296389 loss_dfl: 0.191412 loss: 1.394433 eta: 3 days, 13:41:47 batch_cost: 1.9225 data_cost: 0.0011 ips: 24.9681 images/s [10/23 15:05:31] ppdet.engine INFO: Epoch: [41] [260/610] learning_rate: 0.286105 loss_vfl: 0.913746 loss_bbox: 0.321052 loss_dfl: 0.203579 loss: 1.447352 eta: 3 days, 13:41:03 batch_cost: 1.9194 data_cost: 0.0010 ips: 25.0077 images/s [10/23 15:06:14] ppdet.engine INFO: Epoch: [41] [280/610] learning_rate: 0.286084 loss_vfl: 0.919645 loss_bbox: 0.329114 loss_dfl: 0.202171 loss: 1.460749 eta: 3 days, 13:40:24 batch_cost: 1.9502 data_cost: 0.0010 ips: 24.6135 images/s [10/23 15:06:56] ppdet.engine INFO: Epoch: [41] [300/610] learning_rate: 0.286062 loss_vfl: 0.895042 loss_bbox: 0.334033 loss_dfl: 0.202810 loss: 1.401580 eta: 3 days, 13:39:44 batch_cost: 1.9473 data_cost: 0.0011 ips: 24.6489 images/s [10/23 15:07:40] ppdet.engine INFO: Epoch: [41] [320/610] learning_rate: 0.286040 loss_vfl: 0.889121 loss_bbox: 0.312708 loss_dfl: 0.194799 loss: 1.411714 eta: 3 days, 13:39:01 batch_cost: 1.9288 data_cost: 0.0011 ips: 24.8857 images/s [10/23 15:08:22] ppdet.engine INFO: Epoch: [41] [340/610] learning_rate: 0.286019 loss_vfl: 0.917026 loss_bbox: 0.323050 loss_dfl: 0.199134 loss: 1.444893 eta: 3 days, 13:38:17 batch_cost: 1.9182 data_cost: 0.0011 ips: 25.0232 images/s [10/23 15:09:05] ppdet.engine INFO: Epoch: [41] [360/610] learning_rate: 0.285997 loss_vfl: 0.921844 loss_bbox: 0.302893 loss_dfl: 0.198193 loss: 1.425210 eta: 3 days, 13:37:38 batch_cost: 1.9566 data_cost: 0.0010 ips: 24.5318 images/s [10/23 15:09:47] ppdet.engine INFO: Epoch: [41] [380/610] learning_rate: 0.285975 loss_vfl: 0.912465 loss_bbox: 0.317673 loss_dfl: 0.205824 loss: 1.411933 eta: 3 days, 13:36:56 batch_cost: 1.9270 data_cost: 0.0010 ips: 24.9088 images/s [10/23 15:10:31] ppdet.engine INFO: Epoch: [41] [400/610] learning_rate: 0.285953 loss_vfl: 0.905303 loss_bbox: 0.320970 loss_dfl: 0.201273 loss: 1.406655 eta: 3 days, 13:36:13 batch_cost: 1.9282 data_cost: 0.0011 ips: 24.8937 images/s [10/23 15:11:14] ppdet.engine INFO: Epoch: [41] [420/610] learning_rate: 0.285932 loss_vfl: 0.900374 loss_bbox: 0.322908 loss_dfl: 0.208109 loss: 1.408654 eta: 3 days, 13:35:37 batch_cost: 1.9772 data_cost: 0.0011 ips: 24.2767 images/s [10/23 15:11:58] ppdet.engine INFO: Epoch: [41] [440/610] learning_rate: 0.285910 loss_vfl: 0.909701 loss_bbox: 0.326251 loss_dfl: 0.206815 loss: 1.439024 eta: 3 days, 13:35:00 batch_cost: 1.9758 data_cost: 0.0011 ips: 24.2943 images/s [10/23 15:12:41] ppdet.engine INFO: Epoch: [41] [460/610] learning_rate: 0.285888 loss_vfl: 0.902104 loss_bbox: 0.344217 loss_dfl: 0.213756 loss: 1.469001 eta: 3 days, 13:34:20 batch_cost: 1.9474 data_cost: 0.0010 ips: 24.6483 images/s [10/23 15:13:24] ppdet.engine INFO: Epoch: [41] [480/610] learning_rate: 0.285866 loss_vfl: 0.896714 loss_bbox: 0.318801 loss_dfl: 0.198013 loss: 1.427573 eta: 3 days, 13:33:39 batch_cost: 1.9436 data_cost: 0.0010 ips: 24.6968 images/s [10/23 15:14:06] ppdet.engine INFO: Epoch: [41] [500/610] learning_rate: 0.285844 loss_vfl: 0.909407 loss_bbox: 0.327993 loss_dfl: 0.202198 loss: 1.450878 eta: 3 days, 13:32:54 batch_cost: 1.9049 data_cost: 0.0017 ips: 25.1985 images/s [10/23 15:14:49] ppdet.engine INFO: Epoch: [41] [520/610] learning_rate: 0.285823 loss_vfl: 0.915558 loss_bbox: 0.304136 loss_dfl: 0.190292 loss: 1.416320 eta: 3 days, 13:32:08 batch_cost: 1.8952 data_cost: 0.0011 ips: 25.3275 images/s [10/23 15:15:32] ppdet.engine INFO: Epoch: [41] [540/610] learning_rate: 0.285801 loss_vfl: 0.914931 loss_bbox: 0.314936 loss_dfl: 0.195826 loss: 1.444459 eta: 3 days, 13:31:28 batch_cost: 1.9554 data_cost: 0.0010 ips: 24.5469 images/s [10/23 15:16:15] ppdet.engine INFO: Epoch: [41] [560/610] learning_rate: 0.285779 loss_vfl: 0.916897 loss_bbox: 0.315075 loss_dfl: 0.201374 loss: 1.447656 eta: 3 days, 13:30:49 batch_cost: 1.9552 data_cost: 0.0011 ips: 24.5502 images/s [10/23 15:16:59] ppdet.engine INFO: Epoch: [41] [580/610] learning_rate: 0.285757 loss_vfl: 0.909289 loss_bbox: 0.324692 loss_dfl: 0.196434 loss: 1.418792 eta: 3 days, 13:30:12 batch_cost: 1.9741 data_cost: 0.0011 ips: 24.3148 images/s [10/23 15:17:41] ppdet.engine INFO: Epoch: [41] [600/610] learning_rate: 0.285735 loss_vfl: 0.911578 loss_bbox: 0.313558 loss_dfl: 0.198271 loss: 1.442926 eta: 3 days, 13:29:26 batch_cost: 1.8962 data_cost: 0.0011 ips: 25.3140 images/s [10/23 15:18:13] ppdet.engine INFO: Epoch: [42] [ 0/610] learning_rate: 0.285724 loss_vfl: 0.923388 loss_bbox: 0.301263 loss_dfl: 0.193740 loss: 1.434920 eta: 3 days, 13:29:59 batch_cost: 2.3302 data_cost: 0.1716 ips: 20.5989 images/s [10/23 15:18:58] ppdet.engine INFO: Epoch: [42] [ 20/610] learning_rate: 0.285702 loss_vfl: 0.893207 loss_bbox: 0.295454 loss_dfl: 0.190242 loss: 1.380391 eta: 3 days, 13:29:27 batch_cost: 2.0125 data_cost: 0.0010 ips: 23.8514 images/s [10/23 15:19:40] ppdet.engine INFO: Epoch: [42] [ 40/610] learning_rate: 0.285680 loss_vfl: 0.907919 loss_bbox: 0.302436 loss_dfl: 0.192744 loss: 1.406520 eta: 3 days, 13:28:41 batch_cost: 1.9002 data_cost: 0.0010 ips: 25.2608 images/s [10/23 15:20:24] ppdet.engine INFO: Epoch: [42] [ 60/610] learning_rate: 0.285658 loss_vfl: 0.899785 loss_bbox: 0.323442 loss_dfl: 0.201592 loss: 1.399732 eta: 3 days, 13:28:02 batch_cost: 1.9526 data_cost: 0.0011 ips: 24.5822 images/s [10/23 15:21:07] ppdet.engine INFO: Epoch: [42] [ 80/610] learning_rate: 0.285636 loss_vfl: 0.895339 loss_bbox: 0.307737 loss_dfl: 0.202331 loss: 1.402970 eta: 3 days, 13:27:24 batch_cost: 1.9688 data_cost: 0.0011 ips: 24.3800 images/s [10/23 15:21:50] ppdet.engine INFO: Epoch: [42] [100/610] learning_rate: 0.285614 loss_vfl: 0.919540 loss_bbox: 0.330855 loss_dfl: 0.204705 loss: 1.451432 eta: 3 days, 13:26:39 batch_cost: 1.9087 data_cost: 0.0011 ips: 25.1486 images/s [10/23 15:22:33] ppdet.engine INFO: Epoch: [42] [120/610] learning_rate: 0.285592 loss_vfl: 0.883808 loss_bbox: 0.301443 loss_dfl: 0.196387 loss: 1.395459 eta: 3 days, 13:25:57 batch_cost: 1.9299 data_cost: 0.0011 ips: 24.8713 images/s [10/23 15:23:16] ppdet.engine INFO: Epoch: [42] [140/610] learning_rate: 0.285570 loss_vfl: 0.903994 loss_bbox: 0.307021 loss_dfl: 0.198115 loss: 1.439059 eta: 3 days, 13:25:18 batch_cost: 1.9573 data_cost: 0.0010 ips: 24.5230 images/s [10/23 15:23:59] ppdet.engine INFO: Epoch: [42] [160/610] learning_rate: 0.285548 loss_vfl: 0.911255 loss_bbox: 0.312810 loss_dfl: 0.198940 loss: 1.425095 eta: 3 days, 13:24:40 batch_cost: 1.9618 data_cost: 0.0011 ips: 24.4675 images/s [10/23 15:24:42] ppdet.engine INFO: Epoch: [42] [180/610] learning_rate: 0.285526 loss_vfl: 0.894719 loss_bbox: 0.312956 loss_dfl: 0.196750 loss: 1.432091 eta: 3 days, 13:24:02 batch_cost: 1.9663 data_cost: 0.0011 ips: 24.4114 images/s [10/23 15:25:26] ppdet.engine INFO: Epoch: [42] [200/610] learning_rate: 0.285504 loss_vfl: 0.906503 loss_bbox: 0.309311 loss_dfl: 0.197897 loss: 1.418409 eta: 3 days, 13:23:22 batch_cost: 1.9480 data_cost: 0.0011 ips: 24.6402 images/s [10/23 15:26:08] ppdet.engine INFO: Epoch: [42] [220/610] learning_rate: 0.285482 loss_vfl: 0.898630 loss_bbox: 0.322533 loss_dfl: 0.203892 loss: 1.428013 eta: 3 days, 13:22:35 batch_cost: 1.8875 data_cost: 0.0011 ips: 25.4300 images/s [10/23 15:26:50] ppdet.engine INFO: Epoch: [42] [240/610] learning_rate: 0.285460 loss_vfl: 0.896439 loss_bbox: 0.330397 loss_dfl: 0.202349 loss: 1.428364 eta: 3 days, 13:21:50 batch_cost: 1.9078 data_cost: 0.0010 ips: 25.1594 images/s [10/23 15:27:33] ppdet.engine INFO: Epoch: [42] [260/610] learning_rate: 0.285438 loss_vfl: 0.914067 loss_bbox: 0.308364 loss_dfl: 0.200141 loss: 1.429591 eta: 3 days, 13:21:05 batch_cost: 1.9128 data_cost: 0.0011 ips: 25.0941 images/s [10/23 15:28:15] ppdet.engine INFO: Epoch: [42] [280/610] learning_rate: 0.285415 loss_vfl: 0.923998 loss_bbox: 0.304615 loss_dfl: 0.193255 loss: 1.427536 eta: 3 days, 13:20:23 batch_cost: 1.9330 data_cost: 0.0011 ips: 24.8321 images/s [10/23 15:28:59] ppdet.engine INFO: Epoch: [42] [300/610] learning_rate: 0.285393 loss_vfl: 0.922046 loss_bbox: 0.319162 loss_dfl: 0.196599 loss: 1.450680 eta: 3 days, 13:19:51 batch_cost: 2.0130 data_cost: 0.0010 ips: 23.8451 images/s [10/23 15:29:43] ppdet.engine INFO: Epoch: [42] [320/610] learning_rate: 0.285371 loss_vfl: 0.932384 loss_bbox: 0.319463 loss_dfl: 0.198845 loss: 1.445073 eta: 3 days, 13:19:12 batch_cost: 1.9522 data_cost: 0.0011 ips: 24.5879 images/s [10/23 15:30:27] ppdet.engine INFO: Epoch: [42] [340/610] learning_rate: 0.285349 loss_vfl: 0.911873 loss_bbox: 0.307777 loss_dfl: 0.193099 loss: 1.419549 eta: 3 days, 13:18:37 batch_cost: 1.9945 data_cost: 0.0011 ips: 24.0664 images/s [10/23 15:31:11] ppdet.engine INFO: Epoch: [42] [360/610] learning_rate: 0.285327 loss_vfl: 0.893937 loss_bbox: 0.302864 loss_dfl: 0.194219 loss: 1.402261 eta: 3 days, 13:17:58 batch_cost: 1.9559 data_cost: 0.0010 ips: 24.5411 images/s [10/23 15:31:54] ppdet.engine INFO: Epoch: [42] [380/610] learning_rate: 0.285305 loss_vfl: 0.910333 loss_bbox: 0.324108 loss_dfl: 0.203384 loss: 1.431627 eta: 3 days, 13:17:17 batch_cost: 1.9384 data_cost: 0.0060 ips: 24.7627 images/s [10/23 15:32:37] ppdet.engine INFO: Epoch: [42] [400/610] learning_rate: 0.285282 loss_vfl: 0.941061 loss_bbox: 0.294458 loss_dfl: 0.193090 loss: 1.425094 eta: 3 days, 13:16:43 batch_cost: 1.9959 data_cost: 0.0010 ips: 24.0497 images/s [10/23 15:33:21] ppdet.engine INFO: Epoch: [42] [420/610] learning_rate: 0.285260 loss_vfl: 0.910115 loss_bbox: 0.300464 loss_dfl: 0.197528 loss: 1.432749 eta: 3 days, 13:16:02 batch_cost: 1.9399 data_cost: 0.0010 ips: 24.7438 images/s [10/23 15:34:04] ppdet.engine INFO: Epoch: [42] [440/610] learning_rate: 0.285238 loss_vfl: 0.905954 loss_bbox: 0.307980 loss_dfl: 0.198611 loss: 1.417556 eta: 3 days, 13:15:24 batch_cost: 1.9677 data_cost: 0.0011 ips: 24.3939 images/s [10/23 15:34:47] ppdet.engine INFO: Epoch: [42] [460/610] learning_rate: 0.285215 loss_vfl: 0.909140 loss_bbox: 0.306009 loss_dfl: 0.195201 loss: 1.417058 eta: 3 days, 13:14:47 batch_cost: 1.9740 data_cost: 0.0011 ips: 24.3161 images/s [10/23 15:35:30] ppdet.engine INFO: Epoch: [42] [480/610] learning_rate: 0.285193 loss_vfl: 0.928486 loss_bbox: 0.310633 loss_dfl: 0.206293 loss: 1.437059 eta: 3 days, 13:14:06 batch_cost: 1.9367 data_cost: 0.0011 ips: 24.7847 images/s [10/23 15:36:13] ppdet.engine INFO: Epoch: [42] [500/610] learning_rate: 0.285171 loss_vfl: 0.915550 loss_bbox: 0.317186 loss_dfl: 0.193036 loss: 1.434298 eta: 3 days, 13:13:27 batch_cost: 1.9542 data_cost: 0.0010 ips: 24.5628 images/s [10/23 15:36:57] ppdet.engine INFO: Epoch: [42] [520/610] learning_rate: 0.285149 loss_vfl: 0.912418 loss_bbox: 0.321690 loss_dfl: 0.202880 loss: 1.463253 eta: 3 days, 13:12:47 batch_cost: 1.9558 data_cost: 0.0010 ips: 24.5421 images/s [10/23 15:37:40] ppdet.engine INFO: Epoch: [42] [540/610] learning_rate: 0.285126 loss_vfl: 0.923518 loss_bbox: 0.314665 loss_dfl: 0.197600 loss: 1.434004 eta: 3 days, 13:12:06 batch_cost: 1.9366 data_cost: 0.0010 ips: 24.7857 images/s [10/23 15:38:21] ppdet.engine INFO: Epoch: [42] [560/610] learning_rate: 0.285104 loss_vfl: 0.896621 loss_bbox: 0.325537 loss_dfl: 0.198515 loss: 1.431566 eta: 3 days, 13:11:21 batch_cost: 1.9045 data_cost: 0.0010 ips: 25.2036 images/s [10/23 15:39:05] ppdet.engine INFO: Epoch: [42] [580/610] learning_rate: 0.285081 loss_vfl: 0.912998 loss_bbox: 0.302288 loss_dfl: 0.187539 loss: 1.399369 eta: 3 days, 13:10:39 batch_cost: 1.9366 data_cost: 0.0010 ips: 24.7860 images/s [10/23 15:39:47] ppdet.engine INFO: Epoch: [42] [600/610] learning_rate: 0.285059 loss_vfl: 0.926453 loss_bbox: 0.317420 loss_dfl: 0.194851 loss: 1.422455 eta: 3 days, 13:09:58 batch_cost: 1.9382 data_cost: 0.0011 ips: 24.7656 images/s [10/23 15:40:20] ppdet.engine INFO: Epoch: [43] [ 0/610] learning_rate: 0.285048 loss_vfl: 0.919024 loss_bbox: 0.317420 loss_dfl: 0.194819 loss: 1.425014 eta: 3 days, 13:10:31 batch_cost: 2.3545 data_cost: 0.3016 ips: 20.3866 images/s [10/23 15:41:03] ppdet.engine INFO: Epoch: [43] [ 20/610] learning_rate: 0.285025 loss_vfl: 0.900764 loss_bbox: 0.321493 loss_dfl: 0.205332 loss: 1.429305 eta: 3 days, 13:09:51 batch_cost: 1.9505 data_cost: 0.0014 ips: 24.6095 images/s [10/23 15:41:46] ppdet.engine INFO: Epoch: [43] [ 40/610] learning_rate: 0.285003 loss_vfl: 0.912987 loss_bbox: 0.332070 loss_dfl: 0.207150 loss: 1.441071 eta: 3 days, 13:09:14 batch_cost: 1.9718 data_cost: 0.0012 ips: 24.3427 images/s [10/23 15:42:30] ppdet.engine INFO: Epoch: [43] [ 60/610] learning_rate: 0.284980 loss_vfl: 0.897159 loss_bbox: 0.311123 loss_dfl: 0.194450 loss: 1.440218 eta: 3 days, 13:08:37 batch_cost: 1.9726 data_cost: 0.0011 ips: 24.3328 images/s [10/23 15:43:12] ppdet.engine INFO: Epoch: [43] [ 80/610] learning_rate: 0.284958 loss_vfl: 0.906709 loss_bbox: 0.306277 loss_dfl: 0.193220 loss: 1.396590 eta: 3 days, 13:07:54 batch_cost: 1.9236 data_cost: 0.0011 ips: 24.9533 images/s [10/23 15:43:56] ppdet.engine INFO: Epoch: [43] [100/610] learning_rate: 0.284936 loss_vfl: 0.882007 loss_bbox: 0.325997 loss_dfl: 0.201016 loss: 1.455900 eta: 3 days, 13:07:13 batch_cost: 1.9432 data_cost: 0.0011 ips: 24.7019 images/s [10/23 15:44:39] ppdet.engine INFO: Epoch: [43] [120/610] learning_rate: 0.284913 loss_vfl: 0.887680 loss_bbox: 0.322631 loss_dfl: 0.198580 loss: 1.422085 eta: 3 days, 13:06:31 batch_cost: 1.9327 data_cost: 0.0011 ips: 24.8356 images/s [10/23 15:45:21] ppdet.engine INFO: Epoch: [43] [140/610] learning_rate: 0.284891 loss_vfl: 0.901601 loss_bbox: 0.306979 loss_dfl: 0.197081 loss: 1.426522 eta: 3 days, 13:05:46 batch_cost: 1.9020 data_cost: 0.0011 ips: 25.2361 images/s [10/23 15:46:05] ppdet.engine INFO: Epoch: [43] [160/610] learning_rate: 0.284868 loss_vfl: 0.907604 loss_bbox: 0.301255 loss_dfl: 0.196915 loss: 1.412281 eta: 3 days, 13:05:10 batch_cost: 1.9861 data_cost: 0.0011 ips: 24.1676 images/s [10/23 15:46:48] ppdet.engine INFO: Epoch: [43] [180/610] learning_rate: 0.284845 loss_vfl: 0.898617 loss_bbox: 0.324633 loss_dfl: 0.199468 loss: 1.425482 eta: 3 days, 13:04:25 batch_cost: 1.9094 data_cost: 0.0011 ips: 25.1387 images/s [10/23 15:47:32] ppdet.engine INFO: Epoch: [43] [200/610] learning_rate: 0.284823 loss_vfl: 0.905744 loss_bbox: 0.312410 loss_dfl: 0.201093 loss: 1.430450 eta: 3 days, 13:03:51 batch_cost: 1.9976 data_cost: 0.0011 ips: 24.0294 images/s [10/23 15:48:15] ppdet.engine INFO: Epoch: [43] [220/610] learning_rate: 0.284800 loss_vfl: 0.917585 loss_bbox: 0.320802 loss_dfl: 0.200573 loss: 1.429266 eta: 3 days, 13:03:13 batch_cost: 1.9673 data_cost: 0.0010 ips: 24.3988 images/s [10/23 15:48:59] ppdet.engine INFO: Epoch: [43] [240/610] learning_rate: 0.284778 loss_vfl: 0.900283 loss_bbox: 0.326088 loss_dfl: 0.201761 loss: 1.417260 eta: 3 days, 13:02:35 batch_cost: 1.9591 data_cost: 0.0010 ips: 24.5012 images/s [10/23 15:49:43] ppdet.engine INFO: Epoch: [43] [260/610] learning_rate: 0.284755 loss_vfl: 0.894781 loss_bbox: 0.313592 loss_dfl: 0.192038 loss: 1.419281 eta: 3 days, 13:02:01 batch_cost: 1.9981 data_cost: 0.0010 ips: 24.0222 images/s [10/23 15:50:26] ppdet.engine INFO: Epoch: [43] [280/610] learning_rate: 0.284732 loss_vfl: 0.914029 loss_bbox: 0.325379 loss_dfl: 0.207945 loss: 1.448682 eta: 3 days, 13:01:24 batch_cost: 1.9778 data_cost: 0.0011 ips: 24.2693 images/s [10/23 15:51:09] ppdet.engine INFO: Epoch: [43] [300/610] learning_rate: 0.284710 loss_vfl: 0.881592 loss_bbox: 0.302082 loss_dfl: 0.192200 loss: 1.391970 eta: 3 days, 13:00:44 batch_cost: 1.9465 data_cost: 0.0011 ips: 24.6591 images/s [10/23 15:51:52] ppdet.engine INFO: Epoch: [43] [320/610] learning_rate: 0.284687 loss_vfl: 0.910211 loss_bbox: 0.329069 loss_dfl: 0.206759 loss: 1.455121 eta: 3 days, 13:00:04 batch_cost: 1.9510 data_cost: 0.0010 ips: 24.6030 images/s [10/23 15:52:35] ppdet.engine INFO: Epoch: [43] [340/610] learning_rate: 0.284664 loss_vfl: 0.900012 loss_bbox: 0.311108 loss_dfl: 0.206318 loss: 1.428746 eta: 3 days, 12:59:25 batch_cost: 1.9580 data_cost: 0.0011 ips: 24.5151 images/s [10/23 15:53:18] ppdet.engine INFO: Epoch: [43] [360/610] learning_rate: 0.284642 loss_vfl: 0.905778 loss_bbox: 0.292821 loss_dfl: 0.183397 loss: 1.400077 eta: 3 days, 12:58:42 batch_cost: 1.9208 data_cost: 0.0010 ips: 24.9890 images/s [10/23 15:54:00] ppdet.engine INFO: Epoch: [43] [380/610] learning_rate: 0.284619 loss_vfl: 0.904719 loss_bbox: 0.312240 loss_dfl: 0.200953 loss: 1.437058 eta: 3 days, 12:57:56 batch_cost: 1.8998 data_cost: 0.0010 ips: 25.2653 images/s [10/23 15:54:44] ppdet.engine INFO: Epoch: [43] [400/610] learning_rate: 0.284596 loss_vfl: 0.916166 loss_bbox: 0.321407 loss_dfl: 0.199042 loss: 1.427978 eta: 3 days, 12:57:18 batch_cost: 1.9630 data_cost: 0.0011 ips: 24.4526 images/s [10/23 15:55:28] ppdet.engine INFO: Epoch: [43] [420/610] learning_rate: 0.284574 loss_vfl: 0.890196 loss_bbox: 0.306823 loss_dfl: 0.192387 loss: 1.393143 eta: 3 days, 12:56:47 batch_cost: 2.0213 data_cost: 0.0010 ips: 23.7465 images/s [10/23 15:56:10] ppdet.engine INFO: Epoch: [43] [440/610] learning_rate: 0.284551 loss_vfl: 0.905502 loss_bbox: 0.316537 loss_dfl: 0.192556 loss: 1.420782 eta: 3 days, 12:56:04 batch_cost: 1.9286 data_cost: 0.0010 ips: 24.8883 images/s [10/23 15:56:54] ppdet.engine INFO: Epoch: [43] [460/610] learning_rate: 0.284528 loss_vfl: 0.888339 loss_bbox: 0.323247 loss_dfl: 0.195663 loss: 1.419810 eta: 3 days, 12:55:21 batch_cost: 1.9241 data_cost: 0.0011 ips: 24.9469 images/s [10/23 15:57:36] ppdet.engine INFO: Epoch: [43] [480/610] learning_rate: 0.284505 loss_vfl: 0.930214 loss_bbox: 0.309439 loss_dfl: 0.197181 loss: 1.418472 eta: 3 days, 12:54:37 batch_cost: 1.9079 data_cost: 0.0011 ips: 25.1588 images/s [10/23 15:58:20] ppdet.engine INFO: Epoch: [43] [500/610] learning_rate: 0.284482 loss_vfl: 0.908627 loss_bbox: 0.304609 loss_dfl: 0.191273 loss: 1.416396 eta: 3 days, 12:53:59 batch_cost: 1.9712 data_cost: 0.0011 ips: 24.3506 images/s [10/23 15:59:03] ppdet.engine INFO: Epoch: [43] [520/610] learning_rate: 0.284460 loss_vfl: 0.911567 loss_bbox: 0.323935 loss_dfl: 0.204370 loss: 1.437388 eta: 3 days, 12:53:23 batch_cost: 1.9770 data_cost: 0.0010 ips: 24.2789 images/s [10/23 15:59:46] ppdet.engine INFO: Epoch: [43] [540/610] learning_rate: 0.284437 loss_vfl: 0.904078 loss_bbox: 0.338797 loss_dfl: 0.208551 loss: 1.423509 eta: 3 days, 12:52:45 batch_cost: 1.9658 data_cost: 0.0011 ips: 24.4181 images/s [10/23 16:00:29] ppdet.engine INFO: Epoch: [43] [560/610] learning_rate: 0.284414 loss_vfl: 0.905143 loss_bbox: 0.306313 loss_dfl: 0.195693 loss: 1.414939 eta: 3 days, 12:52:06 batch_cost: 1.9606 data_cost: 0.0011 ips: 24.4822 images/s [10/23 16:01:13] ppdet.engine INFO: Epoch: [43] [580/610] learning_rate: 0.284391 loss_vfl: 0.912000 loss_bbox: 0.311363 loss_dfl: 0.200433 loss: 1.408247 eta: 3 days, 12:51:29 batch_cost: 1.9686 data_cost: 0.0010 ips: 24.3833 images/s [10/23 16:01:54] ppdet.engine INFO: Epoch: [43] [600/610] learning_rate: 0.284368 loss_vfl: 0.914445 loss_bbox: 0.307315 loss_dfl: 0.193959 loss: 1.419350 eta: 3 days, 12:50:41 batch_cost: 1.8828 data_cost: 0.0011 ips: 25.4941 images/s [10/23 16:02:26] ppdet.engine INFO: Epoch: [44] [ 0/610] learning_rate: 0.284357 loss_vfl: 0.890959 loss_bbox: 0.305623 loss_dfl: 0.191998 loss: 1.404822 eta: 3 days, 12:51:04 batch_cost: 2.2465 data_cost: 0.2743 ips: 21.3668 images/s [10/23 16:03:11] ppdet.engine INFO: Epoch: [44] [ 20/610] learning_rate: 0.284334 loss_vfl: 0.888769 loss_bbox: 0.300547 loss_dfl: 0.194640 loss: 1.394944 eta: 3 days, 12:50:28 batch_cost: 1.9818 data_cost: 0.0040 ips: 24.2198 images/s [10/23 16:03:53] ppdet.engine INFO: Epoch: [44] [ 40/610] learning_rate: 0.284311 loss_vfl: 0.918920 loss_bbox: 0.295165 loss_dfl: 0.184796 loss: 1.397426 eta: 3 days, 12:49:46 batch_cost: 1.9370 data_cost: 0.0011 ips: 24.7805 images/s [10/23 16:04:37] ppdet.engine INFO: Epoch: [44] [ 60/610] learning_rate: 0.284288 loss_vfl: 0.916944 loss_bbox: 0.300127 loss_dfl: 0.194632 loss: 1.413735 eta: 3 days, 12:49:09 batch_cost: 1.9751 data_cost: 0.0010 ips: 24.3028 images/s [10/23 16:05:21] ppdet.engine INFO: Epoch: [44] [ 80/610] learning_rate: 0.284265 loss_vfl: 0.907589 loss_bbox: 0.310907 loss_dfl: 0.199371 loss: 1.393437 eta: 3 days, 12:48:32 batch_cost: 1.9702 data_cost: 0.0011 ips: 24.3633 images/s [10/23 16:06:04] ppdet.engine INFO: Epoch: [44] [100/610] learning_rate: 0.284242 loss_vfl: 0.903838 loss_bbox: 0.334700 loss_dfl: 0.200933 loss: 1.418888 eta: 3 days, 12:47:50 batch_cost: 1.9336 data_cost: 0.0010 ips: 24.8237 images/s [10/23 16:06:47] ppdet.engine INFO: Epoch: [44] [120/610] learning_rate: 0.284219 loss_vfl: 0.893513 loss_bbox: 0.330227 loss_dfl: 0.208492 loss: 1.441181 eta: 3 days, 12:47:10 batch_cost: 1.9508 data_cost: 0.0010 ips: 24.6050 images/s [10/23 16:07:29] ppdet.engine INFO: Epoch: [44] [140/610] learning_rate: 0.284196 loss_vfl: 0.910534 loss_bbox: 0.307308 loss_dfl: 0.198832 loss: 1.424683 eta: 3 days, 12:46:30 batch_cost: 1.9489 data_cost: 0.0010 ips: 24.6293 images/s [10/23 16:08:12] ppdet.engine INFO: Epoch: [44] [160/610] learning_rate: 0.284173 loss_vfl: 0.913734 loss_bbox: 0.329650 loss_dfl: 0.208874 loss: 1.452743 eta: 3 days, 12:45:49 batch_cost: 1.9356 data_cost: 0.0010 ips: 24.7984 images/s [10/23 16:08:55] ppdet.engine INFO: Epoch: [44] [180/610] learning_rate: 0.284150 loss_vfl: 0.902769 loss_bbox: 0.314607 loss_dfl: 0.198811 loss: 1.421897 eta: 3 days, 12:45:06 batch_cost: 1.9239 data_cost: 0.0011 ips: 24.9498 images/s [10/23 16:09:39] ppdet.engine INFO: Epoch: [44] [200/610] learning_rate: 0.284127 loss_vfl: 0.887145 loss_bbox: 0.318858 loss_dfl: 0.201820 loss: 1.440661 eta: 3 days, 12:44:28 batch_cost: 1.9629 data_cost: 0.0011 ips: 24.4541 images/s [10/23 16:10:21] ppdet.engine INFO: Epoch: [44] [220/610] learning_rate: 0.284104 loss_vfl: 0.883807 loss_bbox: 0.297714 loss_dfl: 0.192296 loss: 1.374087 eta: 3 days, 12:43:47 batch_cost: 1.9412 data_cost: 0.0011 ips: 24.7274 images/s [10/23 16:11:04] ppdet.engine INFO: Epoch: [44] [240/610] learning_rate: 0.284081 loss_vfl: 0.907043 loss_bbox: 0.306012 loss_dfl: 0.192359 loss: 1.429547 eta: 3 days, 12:43:06 batch_cost: 1.9368 data_cost: 0.0010 ips: 24.7827 images/s [10/23 16:11:47] ppdet.engine INFO: Epoch: [44] [260/610] learning_rate: 0.284058 loss_vfl: 0.915187 loss_bbox: 0.337081 loss_dfl: 0.203155 loss: 1.453912 eta: 3 days, 12:42:23 batch_cost: 1.9227 data_cost: 0.0011 ips: 24.9651 images/s [10/23 16:12:30] ppdet.engine INFO: Epoch: [44] [280/610] learning_rate: 0.284035 loss_vfl: 0.926450 loss_bbox: 0.307115 loss_dfl: 0.196434 loss: 1.430803 eta: 3 days, 12:41:45 batch_cost: 1.9688 data_cost: 0.0011 ips: 24.3806 images/s [10/23 16:13:14] ppdet.engine INFO: Epoch: [44] [300/610] learning_rate: 0.284011 loss_vfl: 0.892273 loss_bbox: 0.308219 loss_dfl: 0.196205 loss: 1.391477 eta: 3 days, 12:41:11 batch_cost: 1.9984 data_cost: 0.0011 ips: 24.0193 images/s [10/23 16:13:58] ppdet.engine INFO: Epoch: [44] [320/610] learning_rate: 0.283988 loss_vfl: 0.920555 loss_bbox: 0.317541 loss_dfl: 0.199927 loss: 1.422318 eta: 3 days, 12:40:33 batch_cost: 1.9677 data_cost: 0.0011 ips: 24.3943 images/s [10/23 16:14:40] ppdet.engine INFO: Epoch: [44] [340/610] learning_rate: 0.283965 loss_vfl: 0.930574 loss_bbox: 0.321123 loss_dfl: 0.200595 loss: 1.446816 eta: 3 days, 12:39:49 batch_cost: 1.9146 data_cost: 0.0011 ips: 25.0708 images/s [10/23 16:15:23] ppdet.engine INFO: Epoch: [44] [360/610] learning_rate: 0.283942 loss_vfl: 0.921075 loss_bbox: 0.328590 loss_dfl: 0.200537 loss: 1.435912 eta: 3 days, 12:39:08 batch_cost: 1.9417 data_cost: 0.0012 ips: 24.7206 images/s [10/23 16:16:06] ppdet.engine INFO: Epoch: [44] [380/610] learning_rate: 0.283919 loss_vfl: 0.913005 loss_bbox: 0.323450 loss_dfl: 0.199164 loss: 1.439576 eta: 3 days, 12:38:29 batch_cost: 1.9570 data_cost: 0.0011 ips: 24.5272 images/s [10/23 16:16:50] ppdet.engine INFO: Epoch: [44] [400/610] learning_rate: 0.283896 loss_vfl: 0.892132 loss_bbox: 0.338916 loss_dfl: 0.207112 loss: 1.435612 eta: 3 days, 12:37:51 batch_cost: 1.9638 data_cost: 0.0011 ips: 24.4428 images/s [10/23 16:17:33] ppdet.engine INFO: Epoch: [44] [420/610] learning_rate: 0.283872 loss_vfl: 0.926985 loss_bbox: 0.325403 loss_dfl: 0.204586 loss: 1.447659 eta: 3 days, 12:37:10 batch_cost: 1.9381 data_cost: 0.0011 ips: 24.7669 images/s [10/23 16:18:16] ppdet.engine INFO: Epoch: [44] [440/610] learning_rate: 0.283849 loss_vfl: 0.909086 loss_bbox: 0.340105 loss_dfl: 0.211567 loss: 1.446602 eta: 3 days, 12:36:30 batch_cost: 1.9463 data_cost: 0.0010 ips: 24.6628 images/s [10/23 16:18:59] ppdet.engine INFO: Epoch: [44] [460/610] learning_rate: 0.283826 loss_vfl: 0.893058 loss_bbox: 0.297386 loss_dfl: 0.187564 loss: 1.368619 eta: 3 days, 12:35:49 batch_cost: 1.9420 data_cost: 0.0011 ips: 24.7173 images/s [10/23 16:19:42] ppdet.engine INFO: Epoch: [44] [480/610] learning_rate: 0.283803 loss_vfl: 0.915253 loss_bbox: 0.320615 loss_dfl: 0.198222 loss: 1.417195 eta: 3 days, 12:35:10 batch_cost: 1.9582 data_cost: 0.0011 ips: 24.5128 images/s [10/23 16:20:24] ppdet.engine INFO: Epoch: [44] [500/610] learning_rate: 0.283779 loss_vfl: 0.908683 loss_bbox: 0.322748 loss_dfl: 0.199804 loss: 1.442512 eta: 3 days, 12:34:24 batch_cost: 1.8976 data_cost: 0.0010 ips: 25.2953 images/s [10/23 16:21:08] ppdet.engine INFO: Epoch: [44] [520/610] learning_rate: 0.283756 loss_vfl: 0.935329 loss_bbox: 0.323059 loss_dfl: 0.200907 loss: 1.459747 eta: 3 days, 12:33:45 batch_cost: 1.9579 data_cost: 0.0011 ips: 24.5155 images/s [10/23 16:21:50] ppdet.engine INFO: Epoch: [44] [540/610] learning_rate: 0.283733 loss_vfl: 0.893695 loss_bbox: 0.321075 loss_dfl: 0.195913 loss: 1.403123 eta: 3 days, 12:33:01 batch_cost: 1.9087 data_cost: 0.0010 ips: 25.1474 images/s [10/23 16:22:33] ppdet.engine INFO: Epoch: [44] [560/610] learning_rate: 0.283709 loss_vfl: 0.911775 loss_bbox: 0.322621 loss_dfl: 0.204054 loss: 1.452861 eta: 3 days, 12:32:18 batch_cost: 1.9254 data_cost: 0.0010 ips: 24.9300 images/s [10/23 16:23:15] ppdet.engine INFO: Epoch: [44] [580/610] learning_rate: 0.283686 loss_vfl: 0.911680 loss_bbox: 0.340935 loss_dfl: 0.197764 loss: 1.437038 eta: 3 days, 12:31:34 batch_cost: 1.9070 data_cost: 0.0011 ips: 25.1711 images/s [10/23 16:23:57] ppdet.engine INFO: Epoch: [44] [600/610] learning_rate: 0.283663 loss_vfl: 0.904772 loss_bbox: 0.317578 loss_dfl: 0.200485 loss: 1.434924 eta: 3 days, 12:30:50 batch_cost: 1.9197 data_cost: 0.0011 ips: 25.0035 images/s [10/23 16:24:30] ppdet.engine INFO: Epoch: [45] [ 0/610] learning_rate: 0.283651 loss_vfl: 0.888482 loss_bbox: 0.316404 loss_dfl: 0.199421 loss: 1.420536 eta: 3 days, 12:31:17 batch_cost: 2.3112 data_cost: 0.2715 ips: 20.7685 images/s [10/23 16:25:13] ppdet.engine INFO: Epoch: [45] [ 20/610] learning_rate: 0.283628 loss_vfl: 0.903600 loss_bbox: 0.299807 loss_dfl: 0.195084 loss: 1.400074 eta: 3 days, 12:30:39 batch_cost: 1.9653 data_cost: 0.0013 ips: 24.4242 images/s [10/23 16:25:57] ppdet.engine INFO: Epoch: [45] [ 40/610] learning_rate: 0.283604 loss_vfl: 0.900402 loss_bbox: 0.301362 loss_dfl: 0.198659 loss: 1.398790 eta: 3 days, 12:29:58 batch_cost: 1.9393 data_cost: 0.0011 ips: 24.7510 images/s [10/23 16:26:40] ppdet.engine INFO: Epoch: [45] [ 60/610] learning_rate: 0.283581 loss_vfl: 0.913305 loss_bbox: 0.336728 loss_dfl: 0.206549 loss: 1.460140 eta: 3 days, 12:29:25 batch_cost: 2.0033 data_cost: 0.0038 ips: 23.9600 images/s [10/23 16:27:22] ppdet.engine INFO: Epoch: [45] [ 80/610] learning_rate: 0.283557 loss_vfl: 0.901689 loss_bbox: 0.287032 loss_dfl: 0.186839 loss: 1.379542 eta: 3 days, 12:28:37 batch_cost: 1.8811 data_cost: 0.0011 ips: 25.5169 images/s [10/23 16:28:06] ppdet.engine INFO: Epoch: [45] [100/610] learning_rate: 0.283534 loss_vfl: 0.909565 loss_bbox: 0.317655 loss_dfl: 0.201968 loss: 1.424055 eta: 3 days, 12:27:56 batch_cost: 1.9400 data_cost: 0.0011 ips: 24.7420 images/s [10/23 16:28:48] ppdet.engine INFO: Epoch: [45] [120/610] learning_rate: 0.283510 loss_vfl: 0.905755 loss_bbox: 0.307871 loss_dfl: 0.192820 loss: 1.421474 eta: 3 days, 12:27:13 batch_cost: 1.9222 data_cost: 0.0010 ips: 24.9710 images/s [10/23 16:29:31] ppdet.engine INFO: Epoch: [45] [140/610] learning_rate: 0.283487 loss_vfl: 0.915842 loss_bbox: 0.303509 loss_dfl: 0.190322 loss: 1.412695 eta: 3 days, 12:26:28 batch_cost: 1.9055 data_cost: 0.0011 ips: 25.1900 images/s [10/23 16:30:14] ppdet.engine INFO: Epoch: [45] [160/610] learning_rate: 0.283463 loss_vfl: 0.900951 loss_bbox: 0.307354 loss_dfl: 0.198152 loss: 1.419999 eta: 3 days, 12:25:50 batch_cost: 1.9679 data_cost: 0.0011 ips: 24.3913 images/s [10/23 16:30:58] ppdet.engine INFO: Epoch: [45] [180/610] learning_rate: 0.283440 loss_vfl: 0.910222 loss_bbox: 0.316937 loss_dfl: 0.197620 loss: 1.447027 eta: 3 days, 12:25:15 batch_cost: 1.9872 data_cost: 0.0011 ips: 24.1544 images/s [10/23 16:31:40] ppdet.engine INFO: Epoch: [45] [200/610] learning_rate: 0.283416 loss_vfl: 0.911959 loss_bbox: 0.291491 loss_dfl: 0.198455 loss: 1.420594 eta: 3 days, 12:24:30 batch_cost: 1.9018 data_cost: 0.0010 ips: 25.2389 images/s [10/23 16:32:22] ppdet.engine INFO: Epoch: [45] [220/610] learning_rate: 0.283393 loss_vfl: 0.901349 loss_bbox: 0.321737 loss_dfl: 0.206392 loss: 1.430332 eta: 3 days, 12:23:44 batch_cost: 1.8992 data_cost: 0.0011 ips: 25.2731 images/s [10/23 16:33:05] ppdet.engine INFO: Epoch: [45] [240/610] learning_rate: 0.283369 loss_vfl: 0.913140 loss_bbox: 0.313567 loss_dfl: 0.190905 loss: 1.412130 eta: 3 days, 12:23:00 batch_cost: 1.9080 data_cost: 0.0011 ips: 25.1572 images/s [10/23 16:33:48] ppdet.engine INFO: Epoch: [45] [260/610] learning_rate: 0.283346 loss_vfl: 0.900474 loss_bbox: 0.330034 loss_dfl: 0.202333 loss: 1.448322 eta: 3 days, 12:22:19 batch_cost: 1.9455 data_cost: 0.0011 ips: 24.6721 images/s [10/23 16:34:32] ppdet.engine INFO: Epoch: [45] [280/610] learning_rate: 0.283322 loss_vfl: 0.908463 loss_bbox: 0.314978 loss_dfl: 0.202914 loss: 1.430421 eta: 3 days, 12:21:45 batch_cost: 1.9982 data_cost: 0.0011 ips: 24.0220 images/s [10/23 16:35:14] ppdet.engine INFO: Epoch: [45] [300/610] learning_rate: 0.283298 loss_vfl: 0.901428 loss_bbox: 0.299368 loss_dfl: 0.188111 loss: 1.429326 eta: 3 days, 12:21:02 batch_cost: 1.9247 data_cost: 0.0011 ips: 24.9385 images/s [10/23 16:35:56] ppdet.engine INFO: Epoch: [45] [320/610] learning_rate: 0.283275 loss_vfl: 0.901488 loss_bbox: 0.309457 loss_dfl: 0.197452 loss: 1.398564 eta: 3 days, 12:20:14 batch_cost: 1.8705 data_cost: 0.0011 ips: 25.6615 images/s [10/23 16:36:40] ppdet.engine INFO: Epoch: [45] [340/610] learning_rate: 0.283251 loss_vfl: 0.913796 loss_bbox: 0.326277 loss_dfl: 0.208222 loss: 1.447582 eta: 3 days, 12:19:35 batch_cost: 1.9643 data_cost: 0.0010 ips: 24.4358 images/s [10/23 16:37:23] ppdet.engine INFO: Epoch: [45] [360/610] learning_rate: 0.283228 loss_vfl: 0.911791 loss_bbox: 0.290611 loss_dfl: 0.188174 loss: 1.397212 eta: 3 days, 12:18:55 batch_cost: 1.9409 data_cost: 0.0012 ips: 24.7309 images/s [10/23 16:38:06] ppdet.engine INFO: Epoch: [45] [380/610] learning_rate: 0.283204 loss_vfl: 0.909453 loss_bbox: 0.313620 loss_dfl: 0.196246 loss: 1.429411 eta: 3 days, 12:18:19 batch_cost: 1.9840 data_cost: 0.0011 ips: 24.1930 images/s [10/23 16:38:49] ppdet.engine INFO: Epoch: [45] [400/610] learning_rate: 0.283180 loss_vfl: 0.904596 loss_bbox: 0.320805 loss_dfl: 0.201617 loss: 1.430111 eta: 3 days, 12:17:32 batch_cost: 1.8877 data_cost: 0.0011 ips: 25.4281 images/s [10/23 16:39:32] ppdet.engine INFO: Epoch: [45] [420/610] learning_rate: 0.283157 loss_vfl: 0.889527 loss_bbox: 0.341296 loss_dfl: 0.205278 loss: 1.436282 eta: 3 days, 12:16:53 batch_cost: 1.9588 data_cost: 0.0011 ips: 24.5048 images/s [10/23 16:40:16] ppdet.engine INFO: Epoch: [45] [440/610] learning_rate: 0.283133 loss_vfl: 0.924695 loss_bbox: 0.315309 loss_dfl: 0.199069 loss: 1.441517 eta: 3 days, 12:16:12 batch_cost: 1.9351 data_cost: 0.0012 ips: 24.8043 images/s [10/23 16:41:00] ppdet.engine INFO: Epoch: [45] [460/610] learning_rate: 0.283109 loss_vfl: 0.910679 loss_bbox: 0.304879 loss_dfl: 0.198938 loss: 1.439429 eta: 3 days, 12:15:36 batch_cost: 1.9844 data_cost: 0.0011 ips: 24.1890 images/s [10/23 16:41:43] ppdet.engine INFO: Epoch: [45] [480/610] learning_rate: 0.283085 loss_vfl: 0.886293 loss_bbox: 0.324171 loss_dfl: 0.209674 loss: 1.419207 eta: 3 days, 12:15:01 batch_cost: 1.9933 data_cost: 0.0010 ips: 24.0810 images/s [10/23 16:42:26] ppdet.engine INFO: Epoch: [45] [500/610] learning_rate: 0.283062 loss_vfl: 0.886208 loss_bbox: 0.311555 loss_dfl: 0.202127 loss: 1.404942 eta: 3 days, 12:14:17 batch_cost: 1.9138 data_cost: 0.0011 ips: 25.0809 images/s [10/23 16:43:08] ppdet.engine INFO: Epoch: [45] [520/610] learning_rate: 0.283038 loss_vfl: 0.923968 loss_bbox: 0.306201 loss_dfl: 0.193862 loss: 1.427106 eta: 3 days, 12:13:34 batch_cost: 1.9222 data_cost: 0.0010 ips: 24.9713 images/s [10/23 16:43:51] ppdet.engine INFO: Epoch: [45] [540/610] learning_rate: 0.283014 loss_vfl: 0.922758 loss_bbox: 0.315764 loss_dfl: 0.208777 loss: 1.460013 eta: 3 days, 12:12:54 batch_cost: 1.9453 data_cost: 0.0011 ips: 24.6752 images/s [10/23 16:44:34] ppdet.engine INFO: Epoch: [45] [560/610] learning_rate: 0.282990 loss_vfl: 0.919762 loss_bbox: 0.308763 loss_dfl: 0.198786 loss: 1.425076 eta: 3 days, 12:12:13 batch_cost: 1.9424 data_cost: 0.0011 ips: 24.7123 images/s [10/23 16:45:17] ppdet.engine INFO: Epoch: [45] [580/610] learning_rate: 0.282966 loss_vfl: 0.906564 loss_bbox: 0.317085 loss_dfl: 0.198713 loss: 1.400963 eta: 3 days, 12:11:34 batch_cost: 1.9541 data_cost: 0.0011 ips: 24.5641 images/s [10/23 16:45:59] ppdet.engine INFO: Epoch: [45] [600/610] learning_rate: 0.282942 loss_vfl: 0.894767 loss_bbox: 0.316326 loss_dfl: 0.203449 loss: 1.419909 eta: 3 days, 12:10:45 batch_cost: 1.8625 data_cost: 0.0012 ips: 25.7724 images/s [10/23 16:46:31] ppdet.engine INFO: Epoch: [46] [ 0/610] learning_rate: 0.282931 loss_vfl: 0.913342 loss_bbox: 0.315608 loss_dfl: 0.196243 loss: 1.417346 eta: 3 days, 12:11:13 batch_cost: 2.3310 data_cost: 0.1763 ips: 20.5921 images/s [10/23 16:47:14] ppdet.engine INFO: Epoch: [46] [ 20/610] learning_rate: 0.282907 loss_vfl: 0.893466 loss_bbox: 0.318947 loss_dfl: 0.196248 loss: 1.399397 eta: 3 days, 12:10:31 batch_cost: 1.9257 data_cost: 0.0011 ips: 24.9265 images/s [10/23 16:47:57] ppdet.engine INFO: Epoch: [46] [ 40/610] learning_rate: 0.282883 loss_vfl: 0.927236 loss_bbox: 0.304205 loss_dfl: 0.195955 loss: 1.431048 eta: 3 days, 12:09:49 batch_cost: 1.9298 data_cost: 0.0010 ips: 24.8737 images/s [10/23 16:48:39] ppdet.engine INFO: Epoch: [46] [ 60/610] learning_rate: 0.282859 loss_vfl: 0.902254 loss_bbox: 0.310588 loss_dfl: 0.200768 loss: 1.393963 eta: 3 days, 12:09:03 batch_cost: 1.8925 data_cost: 0.0011 ips: 25.3627 images/s [10/23 16:49:22] ppdet.engine INFO: Epoch: [46] [ 80/610] learning_rate: 0.282835 loss_vfl: 0.898296 loss_bbox: 0.307050 loss_dfl: 0.198567 loss: 1.400894 eta: 3 days, 12:08:30 batch_cost: 2.0115 data_cost: 0.0011 ips: 23.8628 images/s [10/23 16:50:05] ppdet.engine INFO: Epoch: [46] [100/610] learning_rate: 0.282811 loss_vfl: 0.916655 loss_bbox: 0.329664 loss_dfl: 0.200574 loss: 1.429850 eta: 3 days, 12:07:48 batch_cost: 1.9319 data_cost: 0.0010 ips: 24.8465 images/s [10/23 16:50:49] ppdet.engine INFO: Epoch: [46] [120/610] learning_rate: 0.282787 loss_vfl: 0.898055 loss_bbox: 0.313488 loss_dfl: 0.198600 loss: 1.416107 eta: 3 days, 12:07:09 batch_cost: 1.9578 data_cost: 0.0011 ips: 24.5174 images/s [10/23 16:51:33] ppdet.engine INFO: Epoch: [46] [140/610] learning_rate: 0.282763 loss_vfl: 0.942374 loss_bbox: 0.296010 loss_dfl: 0.191895 loss: 1.462014 eta: 3 days, 12:06:33 batch_cost: 1.9803 data_cost: 0.0010 ips: 24.2391 images/s [10/23 16:52:16] ppdet.engine INFO: Epoch: [46] [160/610] learning_rate: 0.282739 loss_vfl: 0.908744 loss_bbox: 0.321280 loss_dfl: 0.195861 loss: 1.404097 eta: 3 days, 12:05:51 batch_cost: 1.9376 data_cost: 0.0011 ips: 24.7730 images/s [10/23 16:52:59] ppdet.engine INFO: Epoch: [46] [180/610] learning_rate: 0.282715 loss_vfl: 0.907474 loss_bbox: 0.309901 loss_dfl: 0.199223 loss: 1.413227 eta: 3 days, 12:05:14 batch_cost: 1.9680 data_cost: 0.0011 ips: 24.3903 images/s [10/23 16:53:43] ppdet.engine INFO: Epoch: [46] [200/610] learning_rate: 0.282691 loss_vfl: 0.926344 loss_bbox: 0.303588 loss_dfl: 0.194957 loss: 1.417384 eta: 3 days, 12:04:34 batch_cost: 1.9539 data_cost: 0.0011 ips: 24.5665 images/s [10/23 16:54:26] ppdet.engine INFO: Epoch: [46] [220/610] learning_rate: 0.282667 loss_vfl: 0.911978 loss_bbox: 0.332335 loss_dfl: 0.201873 loss: 1.439701 eta: 3 days, 12:03:56 batch_cost: 1.9683 data_cost: 0.0011 ips: 24.3868 images/s [10/23 16:55:10] ppdet.engine INFO: Epoch: [46] [240/610] learning_rate: 0.282643 loss_vfl: 0.881705 loss_bbox: 0.332270 loss_dfl: 0.199741 loss: 1.405563 eta: 3 days, 12:03:21 batch_cost: 1.9866 data_cost: 0.0010 ips: 24.1616 images/s [10/23 16:55:53] ppdet.engine INFO: Epoch: [46] [260/610] learning_rate: 0.282619 loss_vfl: 0.884717 loss_bbox: 0.294580 loss_dfl: 0.190755 loss: 1.395826 eta: 3 days, 12:02:43 batch_cost: 1.9697 data_cost: 0.0010 ips: 24.3694 images/s [10/23 16:56:36] ppdet.engine INFO: Epoch: [46] [280/610] learning_rate: 0.282595 loss_vfl: 0.903913 loss_bbox: 0.330920 loss_dfl: 0.204581 loss: 1.445419 eta: 3 days, 12:02:04 batch_cost: 1.9582 data_cost: 0.0010 ips: 24.5127 images/s [10/23 16:57:20] ppdet.engine INFO: Epoch: [46] [300/610] learning_rate: 0.282571 loss_vfl: 0.908179 loss_bbox: 0.309391 loss_dfl: 0.189049 loss: 1.403770 eta: 3 days, 12:01:25 batch_cost: 1.9582 data_cost: 0.0011 ips: 24.5120 images/s [10/23 16:58:03] ppdet.engine INFO: Epoch: [46] [320/610] learning_rate: 0.282547 loss_vfl: 0.893375 loss_bbox: 0.346934 loss_dfl: 0.211469 loss: 1.453196 eta: 3 days, 12:00:46 batch_cost: 1.9584 data_cost: 0.0011 ips: 24.5095 images/s [10/23 16:58:45] ppdet.engine INFO: Epoch: [46] [340/610] learning_rate: 0.282523 loss_vfl: 0.921144 loss_bbox: 0.316083 loss_dfl: 0.201906 loss: 1.438143 eta: 3 days, 12:00:05 batch_cost: 1.9396 data_cost: 0.0011 ips: 24.7477 images/s [10/23 16:59:29] ppdet.engine INFO: Epoch: [46] [360/610] learning_rate: 0.282499 loss_vfl: 0.898631 loss_bbox: 0.316027 loss_dfl: 0.197160 loss: 1.425129 eta: 3 days, 11:59:30 batch_cost: 1.9902 data_cost: 0.0010 ips: 24.1177 images/s [10/23 17:00:11] ppdet.engine INFO: Epoch: [46] [380/610] learning_rate: 0.282474 loss_vfl: 0.930525 loss_bbox: 0.308031 loss_dfl: 0.201633 loss: 1.436632 eta: 3 days, 11:58:46 batch_cost: 1.9071 data_cost: 0.0010 ips: 25.1696 images/s [10/23 17:00:55] ppdet.engine INFO: Epoch: [46] [400/610] learning_rate: 0.282450 loss_vfl: 0.924749 loss_bbox: 0.307451 loss_dfl: 0.193636 loss: 1.393229 eta: 3 days, 11:58:06 batch_cost: 1.9534 data_cost: 0.0010 ips: 24.5725 images/s [10/23 17:01:39] ppdet.engine INFO: Epoch: [46] [420/610] learning_rate: 0.282426 loss_vfl: 0.924796 loss_bbox: 0.302594 loss_dfl: 0.188591 loss: 1.418371 eta: 3 days, 11:57:27 batch_cost: 1.9517 data_cost: 0.0010 ips: 24.5934 images/s [10/23 17:02:21] ppdet.engine INFO: Epoch: [46] [440/610] learning_rate: 0.282402 loss_vfl: 0.896308 loss_bbox: 0.294104 loss_dfl: 0.193381 loss: 1.403190 eta: 3 days, 11:56:46 batch_cost: 1.9441 data_cost: 0.0011 ips: 24.6901 images/s [10/23 17:03:04] ppdet.engine INFO: Epoch: [46] [460/610] learning_rate: 0.282378 loss_vfl: 0.915168 loss_bbox: 0.301525 loss_dfl: 0.188931 loss: 1.434004 eta: 3 days, 11:56:03 batch_cost: 1.9141 data_cost: 0.0010 ips: 25.0775 images/s [10/23 17:03:48] ppdet.engine INFO: Epoch: [46] [480/610] learning_rate: 0.282353 loss_vfl: 0.898945 loss_bbox: 0.316957 loss_dfl: 0.195755 loss: 1.421466 eta: 3 days, 11:55:27 batch_cost: 1.9855 data_cost: 0.0010 ips: 24.1749 images/s [10/23 17:04:31] ppdet.engine INFO: Epoch: [46] [500/610] learning_rate: 0.282329 loss_vfl: 0.894335 loss_bbox: 0.317533 loss_dfl: 0.201619 loss: 1.402676 eta: 3 days, 11:54:45 batch_cost: 1.9297 data_cost: 0.0010 ips: 24.8744 images/s [10/23 17:05:15] ppdet.engine INFO: Epoch: [46] [520/610] learning_rate: 0.282305 loss_vfl: 0.914435 loss_bbox: 0.302522 loss_dfl: 0.192892 loss: 1.415780 eta: 3 days, 11:54:05 batch_cost: 1.9524 data_cost: 0.0010 ips: 24.5845 images/s [10/23 17:05:57] ppdet.engine INFO: Epoch: [46] [540/610] learning_rate: 0.282281 loss_vfl: 0.891302 loss_bbox: 0.335087 loss_dfl: 0.198708 loss: 1.440682 eta: 3 days, 11:53:26 batch_cost: 1.9515 data_cost: 0.0010 ips: 24.5964 images/s [10/23 17:06:40] ppdet.engine INFO: Epoch: [46] [560/610] learning_rate: 0.282256 loss_vfl: 0.902922 loss_bbox: 0.296963 loss_dfl: 0.192617 loss: 1.384717 eta: 3 days, 11:52:43 batch_cost: 1.9253 data_cost: 0.0010 ips: 24.9307 images/s [10/23 17:07:22] ppdet.engine INFO: Epoch: [46] [580/610] learning_rate: 0.282232 loss_vfl: 0.911731 loss_bbox: 0.306513 loss_dfl: 0.200242 loss: 1.403460 eta: 3 days, 11:51:59 batch_cost: 1.9084 data_cost: 0.0010 ips: 25.1520 images/s [10/23 17:08:03] ppdet.engine INFO: Epoch: [46] [600/610] learning_rate: 0.282208 loss_vfl: 0.921351 loss_bbox: 0.325360 loss_dfl: 0.201101 loss: 1.430733 eta: 3 days, 11:51:12 batch_cost: 1.8811 data_cost: 0.0011 ips: 25.5176 images/s [10/23 17:08:36] ppdet.engine INFO: Epoch: [47] [ 0/610] learning_rate: 0.282196 loss_vfl: 0.935565 loss_bbox: 0.306118 loss_dfl: 0.187981 loss: 1.427223 eta: 3 days, 11:51:36 batch_cost: 2.2810 data_cost: 0.1302 ips: 21.0431 images/s [10/23 17:09:20] ppdet.engine INFO: Epoch: [47] [ 20/610] learning_rate: 0.282171 loss_vfl: 0.919813 loss_bbox: 0.284013 loss_dfl: 0.187170 loss: 1.400898 eta: 3 days, 11:50:57 batch_cost: 1.9617 data_cost: 0.0013 ips: 24.4682 images/s [10/23 17:10:04] ppdet.engine INFO: Epoch: [47] [ 40/610] learning_rate: 0.282147 loss_vfl: 0.915610 loss_bbox: 0.310998 loss_dfl: 0.204046 loss: 1.417428 eta: 3 days, 11:50:23 batch_cost: 2.0057 data_cost: 0.0011 ips: 23.9316 images/s [10/23 17:10:48] ppdet.engine INFO: Epoch: [47] [ 60/610] learning_rate: 0.282122 loss_vfl: 0.903271 loss_bbox: 0.303370 loss_dfl: 0.192122 loss: 1.412395 eta: 3 days, 11:49:46 batch_cost: 1.9730 data_cost: 0.0010 ips: 24.3286 images/s [10/23 17:11:31] ppdet.engine INFO: Epoch: [47] [ 80/610] learning_rate: 0.282098 loss_vfl: 0.905996 loss_bbox: 0.312354 loss_dfl: 0.197800 loss: 1.411508 eta: 3 days, 11:49:09 batch_cost: 1.9764 data_cost: 0.0011 ips: 24.2868 images/s [10/23 17:12:14] ppdet.engine INFO: Epoch: [47] [100/610] learning_rate: 0.282074 loss_vfl: 0.900592 loss_bbox: 0.318526 loss_dfl: 0.194201 loss: 1.408054 eta: 3 days, 11:48:30 batch_cost: 1.9534 data_cost: 0.0010 ips: 24.5722 images/s [10/23 17:12:58] ppdet.engine INFO: Epoch: [47] [120/610] learning_rate: 0.282049 loss_vfl: 0.911765 loss_bbox: 0.325617 loss_dfl: 0.204814 loss: 1.444251 eta: 3 days, 11:47:56 batch_cost: 2.0054 data_cost: 0.0010 ips: 23.9353 images/s [10/23 17:13:43] ppdet.engine INFO: Epoch: [47] [140/610] learning_rate: 0.282025 loss_vfl: 0.914099 loss_bbox: 0.306287 loss_dfl: 0.191691 loss: 1.410002 eta: 3 days, 11:47:23 batch_cost: 2.0175 data_cost: 0.0011 ips: 23.7921 images/s [10/23 17:14:26] ppdet.engine INFO: Epoch: [47] [160/610] learning_rate: 0.282000 loss_vfl: 0.891895 loss_bbox: 0.318253 loss_dfl: 0.198896 loss: 1.418584 eta: 3 days, 11:46:47 batch_cost: 1.9812 data_cost: 0.0010 ips: 24.2281 images/s [10/23 17:15:09] ppdet.engine INFO: Epoch: [47] [180/610] learning_rate: 0.281976 loss_vfl: 0.897032 loss_bbox: 0.300339 loss_dfl: 0.193575 loss: 1.409377 eta: 3 days, 11:46:06 batch_cost: 1.9382 data_cost: 0.0010 ips: 24.7652 images/s [10/23 17:15:51] ppdet.engine INFO: Epoch: [47] [200/610] learning_rate: 0.281951 loss_vfl: 0.930776 loss_bbox: 0.304427 loss_dfl: 0.196268 loss: 1.433332 eta: 3 days, 11:45:19 batch_cost: 1.8894 data_cost: 0.0011 ips: 25.4044 images/s [10/23 17:16:33] ppdet.engine INFO: Epoch: [47] [220/610] learning_rate: 0.281927 loss_vfl: 0.878975 loss_bbox: 0.307776 loss_dfl: 0.198628 loss: 1.407048 eta: 3 days, 11:44:34 batch_cost: 1.8974 data_cost: 0.0011 ips: 25.2973 images/s [10/23 17:17:16] ppdet.engine INFO: Epoch: [47] [240/610] learning_rate: 0.281902 loss_vfl: 0.916440 loss_bbox: 0.331951 loss_dfl: 0.208100 loss: 1.434583 eta: 3 days, 11:43:55 batch_cost: 1.9598 data_cost: 0.0010 ips: 24.4928 images/s [10/23 17:18:00] ppdet.engine INFO: Epoch: [47] [260/610] learning_rate: 0.281878 loss_vfl: 0.919617 loss_bbox: 0.301694 loss_dfl: 0.194504 loss: 1.395944 eta: 3 days, 11:43:17 batch_cost: 1.9689 data_cost: 0.0010 ips: 24.3788 images/s [10/23 17:18:43] ppdet.engine INFO: Epoch: [47] [280/610] learning_rate: 0.281853 loss_vfl: 0.909565 loss_bbox: 0.297460 loss_dfl: 0.190165 loss: 1.400488 eta: 3 days, 11:42:36 batch_cost: 1.9384 data_cost: 0.0010 ips: 24.7625 images/s [10/23 17:19:26] ppdet.engine INFO: Epoch: [47] [300/610] learning_rate: 0.281829 loss_vfl: 0.885821 loss_bbox: 0.308710 loss_dfl: 0.191524 loss: 1.404200 eta: 3 days, 11:41:52 batch_cost: 1.9091 data_cost: 0.0011 ips: 25.1424 images/s [10/23 17:20:08] ppdet.engine INFO: Epoch: [47] [320/610] learning_rate: 0.281804 loss_vfl: 0.885407 loss_bbox: 0.294192 loss_dfl: 0.191606 loss: 1.392403 eta: 3 days, 11:41:11 batch_cost: 1.9368 data_cost: 0.0010 ips: 24.7827 images/s [10/23 17:20:51] ppdet.engine INFO: Epoch: [47] [340/610] learning_rate: 0.281780 loss_vfl: 0.918310 loss_bbox: 0.271931 loss_dfl: 0.179587 loss: 1.358488 eta: 3 days, 11:40:32 batch_cost: 1.9527 data_cost: 0.0010 ips: 24.5817 images/s [10/23 17:21:34] ppdet.engine INFO: Epoch: [47] [360/610] learning_rate: 0.281755 loss_vfl: 0.905780 loss_bbox: 0.304567 loss_dfl: 0.197978 loss: 1.398907 eta: 3 days, 11:39:50 batch_cost: 1.9346 data_cost: 0.0011 ips: 24.8117 images/s [10/23 17:22:17] ppdet.engine INFO: Epoch: [47] [380/610] learning_rate: 0.281730 loss_vfl: 0.888069 loss_bbox: 0.313934 loss_dfl: 0.196784 loss: 1.386792 eta: 3 days, 11:39:06 batch_cost: 1.9049 data_cost: 0.0011 ips: 25.1980 images/s [10/23 17:23:00] ppdet.engine INFO: Epoch: [47] [400/610] learning_rate: 0.281706 loss_vfl: 0.924011 loss_bbox: 0.293136 loss_dfl: 0.195244 loss: 1.412913 eta: 3 days, 11:38:25 batch_cost: 1.9457 data_cost: 0.0011 ips: 24.6702 images/s [10/23 17:23:43] ppdet.engine INFO: Epoch: [47] [420/610] learning_rate: 0.281681 loss_vfl: 0.896782 loss_bbox: 0.318210 loss_dfl: 0.194905 loss: 1.405919 eta: 3 days, 11:37:46 batch_cost: 1.9544 data_cost: 0.0011 ips: 24.5600 images/s [10/23 17:24:26] ppdet.engine INFO: Epoch: [47] [440/610] learning_rate: 0.281656 loss_vfl: 0.925331 loss_bbox: 0.312150 loss_dfl: 0.198843 loss: 1.446754 eta: 3 days, 11:37:06 batch_cost: 1.9499 data_cost: 0.0010 ips: 24.6167 images/s [10/23 17:25:11] ppdet.engine INFO: Epoch: [47] [460/610] learning_rate: 0.281632 loss_vfl: 0.906335 loss_bbox: 0.298935 loss_dfl: 0.195494 loss: 1.386741 eta: 3 days, 11:36:33 batch_cost: 2.0097 data_cost: 0.0011 ips: 23.8836 images/s [10/23 17:25:53] ppdet.engine INFO: Epoch: [47] [480/610] learning_rate: 0.281607 loss_vfl: 0.904674 loss_bbox: 0.323563 loss_dfl: 0.203033 loss: 1.423278 eta: 3 days, 11:35:51 batch_cost: 1.9318 data_cost: 0.0011 ips: 24.8474 images/s [10/23 17:26:37] ppdet.engine INFO: Epoch: [47] [500/610] learning_rate: 0.281582 loss_vfl: 0.887610 loss_bbox: 0.326384 loss_dfl: 0.198496 loss: 1.438454 eta: 3 days, 11:35:14 batch_cost: 1.9707 data_cost: 0.0010 ips: 24.3572 images/s [10/23 17:27:19] ppdet.engine INFO: Epoch: [47] [520/610] learning_rate: 0.281557 loss_vfl: 0.908197 loss_bbox: 0.304985 loss_dfl: 0.193225 loss: 1.440395 eta: 3 days, 11:34:29 batch_cost: 1.9007 data_cost: 0.0010 ips: 25.2539 images/s [10/23 17:28:02] ppdet.engine INFO: Epoch: [47] [540/610] learning_rate: 0.281533 loss_vfl: 0.897346 loss_bbox: 0.330394 loss_dfl: 0.199034 loss: 1.419249 eta: 3 days, 11:33:52 batch_cost: 1.9782 data_cost: 0.0010 ips: 24.2642 images/s [10/23 17:28:45] ppdet.engine INFO: Epoch: [47] [560/610] learning_rate: 0.281508 loss_vfl: 0.923110 loss_bbox: 0.308978 loss_dfl: 0.198516 loss: 1.412731 eta: 3 days, 11:33:07 batch_cost: 1.9063 data_cost: 0.0011 ips: 25.1795 images/s [10/23 17:29:28] ppdet.engine INFO: Epoch: [47] [580/610] learning_rate: 0.281483 loss_vfl: 0.918363 loss_bbox: 0.294894 loss_dfl: 0.194099 loss: 1.410512 eta: 3 days, 11:32:30 batch_cost: 1.9699 data_cost: 0.0011 ips: 24.3665 images/s [10/23 17:30:10] ppdet.engine INFO: Epoch: [47] [600/610] learning_rate: 0.281458 loss_vfl: 0.919221 loss_bbox: 0.319394 loss_dfl: 0.198079 loss: 1.446168 eta: 3 days, 11:31:40 batch_cost: 1.8553 data_cost: 0.0012 ips: 25.8717 images/s [10/23 17:30:42] ppdet.engine INFO: Epoch: [48] [ 0/610] learning_rate: 0.281446 loss_vfl: 0.912549 loss_bbox: 0.324374 loss_dfl: 0.196408 loss: 1.420234 eta: 3 days, 11:32:07 batch_cost: 2.3383 data_cost: 0.2094 ips: 20.5278 images/s [10/23 17:31:26] ppdet.engine INFO: Epoch: [48] [ 20/610] learning_rate: 0.281421 loss_vfl: 0.897443 loss_bbox: 0.322268 loss_dfl: 0.205758 loss: 1.414535 eta: 3 days, 11:31:28 batch_cost: 1.9597 data_cost: 0.0010 ips: 24.4931 images/s [10/23 17:32:09] ppdet.engine INFO: Epoch: [48] [ 40/610] learning_rate: 0.281396 loss_vfl: 0.910155 loss_bbox: 0.300146 loss_dfl: 0.190354 loss: 1.421033 eta: 3 days, 11:30:46 batch_cost: 1.9299 data_cost: 0.0011 ips: 24.8715 images/s [10/23 17:32:53] ppdet.engine INFO: Epoch: [48] [ 60/610] learning_rate: 0.281371 loss_vfl: 0.900846 loss_bbox: 0.304922 loss_dfl: 0.193573 loss: 1.413136 eta: 3 days, 11:30:14 batch_cost: 2.0173 data_cost: 0.0010 ips: 23.7937 images/s [10/23 17:33:35] ppdet.engine INFO: Epoch: [48] [ 80/610] learning_rate: 0.281347 loss_vfl: 0.885339 loss_bbox: 0.325464 loss_dfl: 0.200127 loss: 1.391034 eta: 3 days, 11:29:28 batch_cost: 1.8987 data_cost: 0.0011 ips: 25.2803 images/s [10/23 17:34:17] ppdet.engine INFO: Epoch: [48] [100/610] learning_rate: 0.281322 loss_vfl: 0.896208 loss_bbox: 0.347211 loss_dfl: 0.202476 loss: 1.456992 eta: 3 days, 11:28:44 batch_cost: 1.9059 data_cost: 0.0011 ips: 25.1852 images/s [10/23 17:35:01] ppdet.engine INFO: Epoch: [48] [120/610] learning_rate: 0.281297 loss_vfl: 0.902157 loss_bbox: 0.309262 loss_dfl: 0.190509 loss: 1.404632 eta: 3 days, 11:28:06 batch_cost: 1.9717 data_cost: 0.0011 ips: 24.3444 images/s [10/23 17:35:43] ppdet.engine INFO: Epoch: [48] [140/610] learning_rate: 0.281272 loss_vfl: 0.913637 loss_bbox: 0.298670 loss_dfl: 0.195998 loss: 1.427250 eta: 3 days, 11:27:25 batch_cost: 1.9384 data_cost: 0.0011 ips: 24.7627 images/s [10/23 17:36:27] ppdet.engine INFO: Epoch: [48] [160/610] learning_rate: 0.281247 loss_vfl: 0.930861 loss_bbox: 0.322982 loss_dfl: 0.198555 loss: 1.424334 eta: 3 days, 11:26:49 batch_cost: 1.9826 data_cost: 0.0011 ips: 24.2105 images/s [10/23 17:37:10] ppdet.engine INFO: Epoch: [48] [180/610] learning_rate: 0.281222 loss_vfl: 0.906420 loss_bbox: 0.337981 loss_dfl: 0.210448 loss: 1.440521 eta: 3 days, 11:26:10 batch_cost: 1.9582 data_cost: 0.0010 ips: 24.5118 images/s [10/23 17:37:53] ppdet.engine INFO: Epoch: [48] [200/610] learning_rate: 0.281197 loss_vfl: 0.908071 loss_bbox: 0.305807 loss_dfl: 0.195527 loss: 1.395117 eta: 3 days, 11:25:27 batch_cost: 1.9132 data_cost: 0.0011 ips: 25.0893 images/s [10/23 17:38:37] ppdet.engine INFO: Epoch: [48] [220/610] learning_rate: 0.281172 loss_vfl: 0.888267 loss_bbox: 0.312198 loss_dfl: 0.201716 loss: 1.412748 eta: 3 days, 11:24:51 batch_cost: 1.9907 data_cost: 0.0011 ips: 24.1126 images/s [10/23 17:39:21] ppdet.engine INFO: Epoch: [48] [240/610] learning_rate: 0.281147 loss_vfl: 0.893386 loss_bbox: 0.322894 loss_dfl: 0.200444 loss: 1.425606 eta: 3 days, 11:24:16 batch_cost: 1.9949 data_cost: 0.0011 ips: 24.0614 images/s [10/23 17:40:04] ppdet.engine INFO: Epoch: [48] [260/610] learning_rate: 0.281122 loss_vfl: 0.903217 loss_bbox: 0.319868 loss_dfl: 0.202127 loss: 1.434269 eta: 3 days, 11:23:29 batch_cost: 1.8841 data_cost: 0.0011 ips: 25.4764 images/s [10/23 17:40:46] ppdet.engine INFO: Epoch: [48] [280/610] learning_rate: 0.281097 loss_vfl: 0.907382 loss_bbox: 0.328173 loss_dfl: 0.203153 loss: 1.421700 eta: 3 days, 11:22:43 batch_cost: 1.8870 data_cost: 0.0011 ips: 25.4372 images/s [10/23 17:41:29] ppdet.engine INFO: Epoch: [48] [300/610] learning_rate: 0.281072 loss_vfl: 0.912396 loss_bbox: 0.319819 loss_dfl: 0.210097 loss: 1.440214 eta: 3 days, 11:22:04 batch_cost: 1.9560 data_cost: 0.0011 ips: 24.5403 images/s [10/23 17:42:12] ppdet.engine INFO: Epoch: [48] [320/610] learning_rate: 0.281047 loss_vfl: 0.919743 loss_bbox: 0.301592 loss_dfl: 0.197074 loss: 1.420982 eta: 3 days, 11:21:26 batch_cost: 1.9693 data_cost: 0.0011 ips: 24.3741 images/s [10/23 17:42:55] ppdet.engine INFO: Epoch: [48] [340/610] learning_rate: 0.281022 loss_vfl: 0.924167 loss_bbox: 0.295026 loss_dfl: 0.193320 loss: 1.405709 eta: 3 days, 11:20:41 batch_cost: 1.8987 data_cost: 0.0010 ips: 25.2808 images/s [10/23 17:43:38] ppdet.engine INFO: Epoch: [48] [360/610] learning_rate: 0.280997 loss_vfl: 0.908157 loss_bbox: 0.304969 loss_dfl: 0.193444 loss: 1.415438 eta: 3 days, 11:20:00 batch_cost: 1.9386 data_cost: 0.0016 ips: 24.7597 images/s [10/23 17:44:22] ppdet.engine INFO: Epoch: [48] [380/610] learning_rate: 0.280972 loss_vfl: 0.901253 loss_bbox: 0.320435 loss_dfl: 0.200351 loss: 1.430544 eta: 3 days, 11:19:20 batch_cost: 1.9520 data_cost: 0.0011 ips: 24.5897 images/s [10/23 17:45:04] ppdet.engine INFO: Epoch: [48] [400/610] learning_rate: 0.280947 loss_vfl: 0.889919 loss_bbox: 0.339250 loss_dfl: 0.203899 loss: 1.428860 eta: 3 days, 11:18:35 batch_cost: 1.8959 data_cost: 0.0011 ips: 25.3178 images/s [10/23 17:45:46] ppdet.engine INFO: Epoch: [48] [420/610] learning_rate: 0.280922 loss_vfl: 0.910891 loss_bbox: 0.312775 loss_dfl: 0.198703 loss: 1.410533 eta: 3 days, 11:17:49 batch_cost: 1.8903 data_cost: 0.0011 ips: 25.3933 images/s [10/23 17:46:29] ppdet.engine INFO: Epoch: [48] [440/610] learning_rate: 0.280896 loss_vfl: 0.906666 loss_bbox: 0.325056 loss_dfl: 0.208025 loss: 1.430855 eta: 3 days, 11:17:08 batch_cost: 1.9338 data_cost: 0.0011 ips: 24.8220 images/s [10/23 17:47:11] ppdet.engine INFO: Epoch: [48] [460/610] learning_rate: 0.280871 loss_vfl: 0.922558 loss_bbox: 0.314905 loss_dfl: 0.195306 loss: 1.443462 eta: 3 days, 11:16:26 batch_cost: 1.9293 data_cost: 0.0010 ips: 24.8792 images/s [10/23 17:47:55] ppdet.engine INFO: Epoch: [48] [480/610] learning_rate: 0.280846 loss_vfl: 0.917854 loss_bbox: 0.309410 loss_dfl: 0.198719 loss: 1.437398 eta: 3 days, 11:15:48 batch_cost: 1.9661 data_cost: 0.0010 ips: 24.4140 images/s [10/23 17:48:38] ppdet.engine INFO: Epoch: [48] [500/610] learning_rate: 0.280821 loss_vfl: 0.899898 loss_bbox: 0.294237 loss_dfl: 0.187571 loss: 1.386586 eta: 3 days, 11:15:07 batch_cost: 1.9391 data_cost: 0.0010 ips: 24.7538 images/s [10/23 17:49:20] ppdet.engine INFO: Epoch: [48] [520/610] learning_rate: 0.280796 loss_vfl: 0.875489 loss_bbox: 0.328733 loss_dfl: 0.205509 loss: 1.443394 eta: 3 days, 11:14:22 batch_cost: 1.9047 data_cost: 0.0011 ips: 25.2010 images/s [10/23 17:50:03] ppdet.engine INFO: Epoch: [48] [540/610] learning_rate: 0.280770 loss_vfl: 0.922185 loss_bbox: 0.316322 loss_dfl: 0.196329 loss: 1.424722 eta: 3 days, 11:13:39 batch_cost: 1.9130 data_cost: 0.0010 ips: 25.0911 images/s [10/23 17:50:46] ppdet.engine INFO: Epoch: [48] [560/610] learning_rate: 0.280745 loss_vfl: 0.906791 loss_bbox: 0.305388 loss_dfl: 0.200219 loss: 1.404146 eta: 3 days, 11:12:59 batch_cost: 1.9509 data_cost: 0.0011 ips: 24.6042 images/s [10/23 17:51:29] ppdet.engine INFO: Epoch: [48] [580/610] learning_rate: 0.280720 loss_vfl: 0.927132 loss_bbox: 0.343174 loss_dfl: 0.210983 loss: 1.453231 eta: 3 days, 11:12:21 batch_cost: 1.9655 data_cost: 0.0039 ips: 24.4211 images/s [10/23 17:52:10] ppdet.engine INFO: Epoch: [48] [600/610] learning_rate: 0.280695 loss_vfl: 0.889023 loss_bbox: 0.324067 loss_dfl: 0.204353 loss: 1.443743 eta: 3 days, 11:11:35 batch_cost: 1.8838 data_cost: 0.0044 ips: 25.4807 images/s [10/23 17:52:42] ppdet.engine INFO: Epoch: [49] [ 0/610] learning_rate: 0.280682 loss_vfl: 0.883429 loss_bbox: 0.317265 loss_dfl: 0.197585 loss: 1.406004 eta: 3 days, 11:11:58 batch_cost: 2.2978 data_cost: 0.2384 ips: 20.8898 images/s [10/23 17:53:26] ppdet.engine INFO: Epoch: [49] [ 20/610] learning_rate: 0.280657 loss_vfl: 0.907789 loss_bbox: 0.316918 loss_dfl: 0.194385 loss: 1.427480 eta: 3 days, 11:11:23 batch_cost: 1.9978 data_cost: 0.0011 ips: 24.0268 images/s [10/23 17:54:11] ppdet.engine INFO: Epoch: [49] [ 40/610] learning_rate: 0.280631 loss_vfl: 0.893662 loss_bbox: 0.297517 loss_dfl: 0.190190 loss: 1.378586 eta: 3 days, 11:10:46 batch_cost: 1.9823 data_cost: 0.0010 ips: 24.2140 images/s [10/23 17:54:54] ppdet.engine INFO: Epoch: [49] [ 60/610] learning_rate: 0.280606 loss_vfl: 0.906513 loss_bbox: 0.315053 loss_dfl: 0.201854 loss: 1.411599 eta: 3 days, 11:10:10 batch_cost: 1.9841 data_cost: 0.0010 ips: 24.1927 images/s [10/23 17:55:37] ppdet.engine INFO: Epoch: [49] [ 80/610] learning_rate: 0.280581 loss_vfl: 0.899930 loss_bbox: 0.312623 loss_dfl: 0.193909 loss: 1.412800 eta: 3 days, 11:09:34 batch_cost: 1.9900 data_cost: 0.0010 ips: 24.1209 images/s [10/23 17:56:21] ppdet.engine INFO: Epoch: [49] [100/610] learning_rate: 0.280555 loss_vfl: 0.913102 loss_bbox: 0.305976 loss_dfl: 0.208533 loss: 1.425586 eta: 3 days, 11:08:57 batch_cost: 1.9755 data_cost: 0.0010 ips: 24.2980 images/s [10/23 17:57:03] ppdet.engine INFO: Epoch: [49] [120/610] learning_rate: 0.280530 loss_vfl: 0.894580 loss_bbox: 0.306130 loss_dfl: 0.196389 loss: 1.410882 eta: 3 days, 11:08:13 batch_cost: 1.9086 data_cost: 0.0010 ips: 25.1493 images/s [10/23 17:57:45] ppdet.engine INFO: Epoch: [49] [140/610] learning_rate: 0.280505 loss_vfl: 0.922082 loss_bbox: 0.301522 loss_dfl: 0.194090 loss: 1.443125 eta: 3 days, 11:07:27 batch_cost: 1.8840 data_cost: 0.0010 ips: 25.4783 images/s [10/23 17:58:28] ppdet.engine INFO: Epoch: [49] [160/610] learning_rate: 0.280479 loss_vfl: 0.905646 loss_bbox: 0.324587 loss_dfl: 0.196456 loss: 1.398193 eta: 3 days, 11:06:44 batch_cost: 1.9195 data_cost: 0.0010 ips: 25.0063 images/s [10/23 17:59:11] ppdet.engine INFO: Epoch: [49] [180/610] learning_rate: 0.280454 loss_vfl: 0.900712 loss_bbox: 0.319687 loss_dfl: 0.194642 loss: 1.406577 eta: 3 days, 11:06:04 batch_cost: 1.9480 data_cost: 0.0010 ips: 24.6403 images/s [10/23 17:59:53] ppdet.engine INFO: Epoch: [49] [200/610] learning_rate: 0.280428 loss_vfl: 0.905594 loss_bbox: 0.313016 loss_dfl: 0.201150 loss: 1.420559 eta: 3 days, 11:05:23 batch_cost: 1.9429 data_cost: 0.0010 ips: 24.7047 images/s [10/23 18:00:35] ppdet.engine INFO: Epoch: [49] [220/610] learning_rate: 0.280403 loss_vfl: 0.889758 loss_bbox: 0.321650 loss_dfl: 0.189730 loss: 1.408461 eta: 3 days, 11:04:37 batch_cost: 1.8811 data_cost: 0.0010 ips: 25.5172 images/s [10/23 18:01:18] ppdet.engine INFO: Epoch: [49] [240/610] learning_rate: 0.280378 loss_vfl: 0.916093 loss_bbox: 0.294941 loss_dfl: 0.192665 loss: 1.429382 eta: 3 days, 11:03:54 batch_cost: 1.9206 data_cost: 0.0010 ips: 24.9924 images/s [10/23 18:02:01] ppdet.engine INFO: Epoch: [49] [260/610] learning_rate: 0.280352 loss_vfl: 0.900643 loss_bbox: 0.321096 loss_dfl: 0.193994 loss: 1.435666 eta: 3 days, 11:03:12 batch_cost: 1.9301 data_cost: 0.0011 ips: 24.8692 images/s [10/23 18:02:45] ppdet.engine INFO: Epoch: [49] [280/610] learning_rate: 0.280327 loss_vfl: 0.917491 loss_bbox: 0.300141 loss_dfl: 0.189420 loss: 1.422570 eta: 3 days, 11:02:39 batch_cost: 2.0160 data_cost: 0.0011 ips: 23.8089 images/s [10/23 18:03:28] ppdet.engine INFO: Epoch: [49] [300/610] learning_rate: 0.280301 loss_vfl: 0.897729 loss_bbox: 0.308376 loss_dfl: 0.200226 loss: 1.401012 eta: 3 days, 11:01:56 batch_cost: 1.9159 data_cost: 0.0011 ips: 25.0532 images/s [10/23 18:04:12] ppdet.engine INFO: Epoch: [49] [320/610] learning_rate: 0.280276 loss_vfl: 0.901941 loss_bbox: 0.314351 loss_dfl: 0.196703 loss: 1.433581 eta: 3 days, 11:01:17 batch_cost: 1.9628 data_cost: 0.0010 ips: 24.4546 images/s [10/23 18:04:55] ppdet.engine INFO: Epoch: [49] [340/610] learning_rate: 0.280250 loss_vfl: 0.908243 loss_bbox: 0.284863 loss_dfl: 0.185395 loss: 1.380558 eta: 3 days, 11:00:39 batch_cost: 1.9622 data_cost: 0.0010 ips: 24.4618 images/s [10/23 18:05:38] ppdet.engine INFO: Epoch: [49] [360/610] learning_rate: 0.280224 loss_vfl: 0.899712 loss_bbox: 0.326337 loss_dfl: 0.213783 loss: 1.449109 eta: 3 days, 10:59:58 batch_cost: 1.9348 data_cost: 0.0010 ips: 24.8086 images/s [10/23 18:06:22] ppdet.engine INFO: Epoch: [49] [380/610] learning_rate: 0.280199 loss_vfl: 0.906903 loss_bbox: 0.312393 loss_dfl: 0.200729 loss: 1.420923 eta: 3 days, 10:59:24 batch_cost: 2.0105 data_cost: 0.0011 ips: 23.8742 images/s [10/23 18:07:05] ppdet.engine INFO: Epoch: [49] [400/610] learning_rate: 0.280173 loss_vfl: 0.894843 loss_bbox: 0.314097 loss_dfl: 0.191562 loss: 1.412730 eta: 3 days, 10:58:44 batch_cost: 1.9424 data_cost: 0.0011 ips: 24.7111 images/s [10/23 18:07:49] ppdet.engine INFO: Epoch: [49] [420/610] learning_rate: 0.280148 loss_vfl: 0.925690 loss_bbox: 0.305392 loss_dfl: 0.196054 loss: 1.417269 eta: 3 days, 10:58:08 batch_cost: 1.9925 data_cost: 0.0011 ips: 24.0898 images/s [10/23 18:08:33] ppdet.engine INFO: Epoch: [49] [440/610] learning_rate: 0.280122 loss_vfl: 0.897224 loss_bbox: 0.304904 loss_dfl: 0.199354 loss: 1.401896 eta: 3 days, 10:57:30 batch_cost: 1.9698 data_cost: 0.0011 ips: 24.3678 images/s [10/23 18:09:15] ppdet.engine INFO: Epoch: [49] [460/610] learning_rate: 0.280097 loss_vfl: 0.930925 loss_bbox: 0.326281 loss_dfl: 0.207621 loss: 1.441884 eta: 3 days, 10:56:45 batch_cost: 1.8947 data_cost: 0.0010 ips: 25.3339 images/s [10/23 18:09:58] ppdet.engine INFO: Epoch: [49] [480/610] learning_rate: 0.280071 loss_vfl: 0.910163 loss_bbox: 0.305935 loss_dfl: 0.196533 loss: 1.418751 eta: 3 days, 10:56:07 batch_cost: 1.9651 data_cost: 0.0041 ips: 24.4265 images/s [10/23 18:10:40] ppdet.engine INFO: Epoch: [49] [500/610] learning_rate: 0.280045 loss_vfl: 0.876615 loss_bbox: 0.306522 loss_dfl: 0.201616 loss: 1.403072 eta: 3 days, 10:55:22 batch_cost: 1.8994 data_cost: 0.0010 ips: 25.2711 images/s [10/23 18:11:23] ppdet.engine INFO: Epoch: [49] [520/610] learning_rate: 0.280020 loss_vfl: 0.909996 loss_bbox: 0.300183 loss_dfl: 0.198524 loss: 1.412725 eta: 3 days, 10:54:37 batch_cost: 1.9023 data_cost: 0.0010 ips: 25.2328 images/s [10/23 18:12:07] ppdet.engine INFO: Epoch: [49] [540/610] learning_rate: 0.279994 loss_vfl: 0.907313 loss_bbox: 0.305793 loss_dfl: 0.197228 loss: 1.417675 eta: 3 days, 10:54:01 batch_cost: 1.9808 data_cost: 0.0011 ips: 24.2324 images/s [10/23 18:12:50] ppdet.engine INFO: Epoch: [49] [560/610] learning_rate: 0.279968 loss_vfl: 0.903607 loss_bbox: 0.314896 loss_dfl: 0.198211 loss: 1.426424 eta: 3 days, 10:53:16 batch_cost: 1.9023 data_cost: 0.0010 ips: 25.2320 images/s [10/23 18:13:33] ppdet.engine INFO: Epoch: [49] [580/610] learning_rate: 0.279942 loss_vfl: 0.908900 loss_bbox: 0.298254 loss_dfl: 0.197552 loss: 1.407544 eta: 3 days, 10:52:34 batch_cost: 1.9262 data_cost: 0.0010 ips: 24.9197 images/s [10/23 18:14:14] ppdet.engine INFO: Epoch: [49] [600/610] learning_rate: 0.279917 loss_vfl: 0.897251 loss_bbox: 0.294965 loss_dfl: 0.189844 loss: 1.382744 eta: 3 days, 10:51:47 batch_cost: 1.8801 data_cost: 0.0011 ips: 25.5310 images/s [10/23 18:14:34] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/23 18:14:35] ppdet.engine INFO: Eval iter: 0 [10/23 18:15:07] ppdet.engine INFO: Eval iter: 100 [10/23 18:15:29] ppdet.engine INFO: Eval iter: 200 [10/23 18:15:52] ppdet.engine INFO: Eval iter: 300 [10/23 18:16:15] ppdet.engine INFO: Eval iter: 400 [10/23 18:16:38] ppdet.engine INFO: Eval iter: 500 [10/23 18:17:01] ppdet.engine INFO: Eval iter: 600 [10/23 18:17:20] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.64s) creating index... index created! [10/23 18:17:20] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.91s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=99.13s). Accumulating evaluation results... DONE (t=17.31s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.322 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.472 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 ] = 0.344 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.524 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.287 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.453 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.483 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.205 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.726 [10/23 18:19:24] ppdet.engine INFO: Total sample number: 4952, averge FPS: 32.664651330441664 [10/23 18:19:24] ppdet.engine INFO: Best test bbox ap is 0.322. [10/23 18:19:24] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/23 18:19:26] ppdet.engine INFO: Epoch: [50] [ 0/610] learning_rate: 0.279904 loss_vfl: 0.896068 loss_bbox: 0.298350 loss_dfl: 0.192620 loss: 1.383403 eta: 3 days, 10:51:16 batch_cost: 1.7587 data_cost: 0.0010 ips: 27.2934 images/s [10/23 18:20:09] ppdet.engine INFO: Epoch: [50] [ 20/610] learning_rate: 0.279878 loss_vfl: 0.911189 loss_bbox: 0.289495 loss_dfl: 0.192868 loss: 1.400479 eta: 3 days, 10:50:37 batch_cost: 1.9579 data_cost: 0.0011 ips: 24.5161 images/s [10/23 18:20:51] ppdet.engine INFO: Epoch: [50] [ 40/610] learning_rate: 0.279852 loss_vfl: 0.910398 loss_bbox: 0.319903 loss_dfl: 0.202424 loss: 1.437868 eta: 3 days, 10:49:54 batch_cost: 1.9203 data_cost: 0.0010 ips: 24.9967 images/s [10/23 18:21:34] ppdet.engine INFO: Epoch: [50] [ 60/610] learning_rate: 0.279826 loss_vfl: 0.909551 loss_bbox: 0.321635 loss_dfl: 0.201361 loss: 1.449520 eta: 3 days, 10:49:12 batch_cost: 1.9270 data_cost: 0.0011 ips: 24.9098 images/s [10/23 18:22:17] ppdet.engine INFO: Epoch: [50] [ 80/610] learning_rate: 0.279801 loss_vfl: 0.919420 loss_bbox: 0.311406 loss_dfl: 0.195401 loss: 1.452328 eta: 3 days, 10:48:33 batch_cost: 1.9559 data_cost: 0.0010 ips: 24.5414 images/s [10/23 18:22:59] ppdet.engine INFO: Epoch: [50] [100/610] learning_rate: 0.279775 loss_vfl: 0.896952 loss_bbox: 0.298713 loss_dfl: 0.197318 loss: 1.394625 eta: 3 days, 10:47:45 batch_cost: 1.8610 data_cost: 0.0010 ips: 25.7924 images/s [10/23 18:23:41] ppdet.engine INFO: Epoch: [50] [120/610] learning_rate: 0.279749 loss_vfl: 0.885381 loss_bbox: 0.296288 loss_dfl: 0.196592 loss: 1.395120 eta: 3 days, 10:47:02 batch_cost: 1.9220 data_cost: 0.0010 ips: 24.9733 images/s [10/23 18:24:24] ppdet.engine INFO: Epoch: [50] [140/610] learning_rate: 0.279723 loss_vfl: 0.891799 loss_bbox: 0.329750 loss_dfl: 0.203413 loss: 1.413655 eta: 3 days, 10:46:22 batch_cost: 1.9462 data_cost: 0.0010 ips: 24.6636 images/s [10/23 18:25:07] ppdet.engine INFO: Epoch: [50] [160/610] learning_rate: 0.279697 loss_vfl: 0.921217 loss_bbox: 0.308272 loss_dfl: 0.191633 loss: 1.409168 eta: 3 days, 10:45:41 batch_cost: 1.9380 data_cost: 0.0011 ips: 24.7673 images/s [10/23 18:25:49] ppdet.engine INFO: Epoch: [50] [180/610] learning_rate: 0.279671 loss_vfl: 0.891602 loss_bbox: 0.319802 loss_dfl: 0.196837 loss: 1.424150 eta: 3 days, 10:44:58 batch_cost: 1.9176 data_cost: 0.0010 ips: 25.0306 images/s [10/23 18:26:31] ppdet.engine INFO: Epoch: [50] [200/610] learning_rate: 0.279646 loss_vfl: 0.910393 loss_bbox: 0.316260 loss_dfl: 0.204227 loss: 1.435507 eta: 3 days, 10:44:17 batch_cost: 1.9308 data_cost: 0.0010 ips: 24.8601 images/s [10/23 18:27:15] ppdet.engine INFO: Epoch: [50] [220/610] learning_rate: 0.279620 loss_vfl: 0.877739 loss_bbox: 0.345896 loss_dfl: 0.218156 loss: 1.440113 eta: 3 days, 10:43:36 batch_cost: 1.9454 data_cost: 0.0010 ips: 24.6741 images/s [10/23 18:27:57] ppdet.engine INFO: Epoch: [50] [240/610] learning_rate: 0.279594 loss_vfl: 0.905147 loss_bbox: 0.330102 loss_dfl: 0.205288 loss: 1.427538 eta: 3 days, 10:42:51 batch_cost: 1.8911 data_cost: 0.0011 ips: 25.3820 images/s [10/23 18:28:40] ppdet.engine INFO: Epoch: [50] [260/610] learning_rate: 0.279568 loss_vfl: 0.913232 loss_bbox: 0.316756 loss_dfl: 0.196252 loss: 1.424262 eta: 3 days, 10:42:16 batch_cost: 1.9949 data_cost: 0.0011 ips: 24.0611 images/s [10/23 18:29:23] ppdet.engine INFO: Epoch: [50] [280/610] learning_rate: 0.279542 loss_vfl: 0.907431 loss_bbox: 0.314942 loss_dfl: 0.198755 loss: 1.418573 eta: 3 days, 10:41:32 batch_cost: 1.9136 data_cost: 0.0010 ips: 25.0830 images/s [10/23 18:30:05] ppdet.engine INFO: Epoch: [50] [300/610] learning_rate: 0.279516 loss_vfl: 0.906819 loss_bbox: 0.317250 loss_dfl: 0.192435 loss: 1.414295 eta: 3 days, 10:40:48 batch_cost: 1.9028 data_cost: 0.0010 ips: 25.2254 images/s [10/23 18:30:47] ppdet.engine INFO: Epoch: [50] [320/610] learning_rate: 0.279490 loss_vfl: 0.901723 loss_bbox: 0.315851 loss_dfl: 0.198058 loss: 1.427854 eta: 3 days, 10:40:02 batch_cost: 1.8876 data_cost: 0.0010 ips: 25.4288 images/s [10/23 18:31:30] ppdet.engine INFO: Epoch: [50] [340/610] learning_rate: 0.279464 loss_vfl: 0.903137 loss_bbox: 0.313653 loss_dfl: 0.195505 loss: 1.437152 eta: 3 days, 10:39:20 batch_cost: 1.9218 data_cost: 0.0011 ips: 24.9764 images/s [10/23 18:32:13] ppdet.engine INFO: Epoch: [50] [360/610] learning_rate: 0.279438 loss_vfl: 0.898781 loss_bbox: 0.314096 loss_dfl: 0.200442 loss: 1.424028 eta: 3 days, 10:38:38 batch_cost: 1.9254 data_cost: 0.0011 ips: 24.9292 images/s [10/23 18:32:56] ppdet.engine INFO: Epoch: [50] [380/610] learning_rate: 0.279412 loss_vfl: 0.932103 loss_bbox: 0.312952 loss_dfl: 0.194336 loss: 1.451380 eta: 3 days, 10:37:59 batch_cost: 1.9632 data_cost: 0.0043 ips: 24.4500 images/s [10/23 18:33:39] ppdet.engine INFO: Epoch: [50] [400/610] learning_rate: 0.279386 loss_vfl: 0.876751 loss_bbox: 0.331482 loss_dfl: 0.204102 loss: 1.423867 eta: 3 days, 10:37:22 batch_cost: 1.9761 data_cost: 0.0010 ips: 24.2905 images/s [10/23 18:34:23] ppdet.engine INFO: Epoch: [50] [420/610] learning_rate: 0.279360 loss_vfl: 0.895057 loss_bbox: 0.296528 loss_dfl: 0.194439 loss: 1.412815 eta: 3 days, 10:36:48 batch_cost: 1.9996 data_cost: 0.0010 ips: 24.0046 images/s [10/23 18:35:05] ppdet.engine INFO: Epoch: [50] [440/610] learning_rate: 0.279334 loss_vfl: 0.903856 loss_bbox: 0.317224 loss_dfl: 0.203221 loss: 1.429373 eta: 3 days, 10:36:05 batch_cost: 1.9198 data_cost: 0.0010 ips: 25.0020 images/s [10/23 18:35:48] ppdet.engine INFO: Epoch: [50] [460/610] learning_rate: 0.279307 loss_vfl: 0.905654 loss_bbox: 0.307465 loss_dfl: 0.194213 loss: 1.431234 eta: 3 days, 10:35:24 batch_cost: 1.9417 data_cost: 0.0011 ips: 24.7207 images/s [10/23 18:36:31] ppdet.engine INFO: Epoch: [50] [480/610] learning_rate: 0.279281 loss_vfl: 0.894689 loss_bbox: 0.314460 loss_dfl: 0.202016 loss: 1.426933 eta: 3 days, 10:34:40 batch_cost: 1.9054 data_cost: 0.0011 ips: 25.1909 images/s [10/23 18:37:15] ppdet.engine INFO: Epoch: [50] [500/610] learning_rate: 0.279255 loss_vfl: 0.903483 loss_bbox: 0.301053 loss_dfl: 0.199387 loss: 1.412343 eta: 3 days, 10:34:02 batch_cost: 1.9611 data_cost: 0.0010 ips: 24.4764 images/s [10/23 18:37:59] ppdet.engine INFO: Epoch: [50] [520/610] learning_rate: 0.279229 loss_vfl: 0.912657 loss_bbox: 0.321146 loss_dfl: 0.199356 loss: 1.473520 eta: 3 days, 10:33:28 batch_cost: 2.0070 data_cost: 0.0010 ips: 23.9169 images/s [10/23 18:38:40] ppdet.engine INFO: Epoch: [50] [540/610] learning_rate: 0.279203 loss_vfl: 0.925431 loss_bbox: 0.294641 loss_dfl: 0.189442 loss: 1.426036 eta: 3 days, 10:32:42 batch_cost: 1.8848 data_cost: 0.0010 ips: 25.4665 images/s [10/23 18:39:23] ppdet.engine INFO: Epoch: [50] [560/610] learning_rate: 0.279177 loss_vfl: 0.915643 loss_bbox: 0.309690 loss_dfl: 0.195534 loss: 1.416401 eta: 3 days, 10:32:02 batch_cost: 1.9495 data_cost: 0.0010 ips: 24.6221 images/s [10/23 18:40:08] ppdet.engine INFO: Epoch: [50] [580/610] learning_rate: 0.279151 loss_vfl: 0.914437 loss_bbox: 0.304264 loss_dfl: 0.199903 loss: 1.403890 eta: 3 days, 10:31:27 batch_cost: 1.9971 data_cost: 0.0011 ips: 24.0354 images/s [10/23 18:40:49] ppdet.engine INFO: Epoch: [50] [600/610] learning_rate: 0.279124 loss_vfl: 0.906439 loss_bbox: 0.311257 loss_dfl: 0.192971 loss: 1.413646 eta: 3 days, 10:30:38 batch_cost: 1.8589 data_cost: 0.0011 ips: 25.8219 images/s [10/23 18:41:22] ppdet.engine INFO: Epoch: [51] [ 0/610] learning_rate: 0.279111 loss_vfl: 0.904328 loss_bbox: 0.304404 loss_dfl: 0.196017 loss: 1.393026 eta: 3 days, 10:31:05 batch_cost: 2.3691 data_cost: 0.3000 ips: 20.2612 images/s [10/23 18:42:07] ppdet.engine INFO: Epoch: [51] [ 20/610] learning_rate: 0.279085 loss_vfl: 0.891872 loss_bbox: 0.289818 loss_dfl: 0.188462 loss: 1.383255 eta: 3 days, 10:30:33 batch_cost: 2.0229 data_cost: 0.0011 ips: 23.7285 images/s [10/23 18:42:51] ppdet.engine INFO: Epoch: [51] [ 40/610] learning_rate: 0.279059 loss_vfl: 0.879361 loss_bbox: 0.312445 loss_dfl: 0.195471 loss: 1.403244 eta: 3 days, 10:29:58 batch_cost: 1.9963 data_cost: 0.0029 ips: 24.0443 images/s [10/23 18:43:34] ppdet.engine INFO: Epoch: [51] [ 60/610] learning_rate: 0.279033 loss_vfl: 0.881668 loss_bbox: 0.329903 loss_dfl: 0.207423 loss: 1.413610 eta: 3 days, 10:29:24 batch_cost: 2.0116 data_cost: 0.0010 ips: 23.8622 images/s [10/23 18:44:17] ppdet.engine INFO: Epoch: [51] [ 80/610] learning_rate: 0.279006 loss_vfl: 0.886439 loss_bbox: 0.299044 loss_dfl: 0.195225 loss: 1.405464 eta: 3 days, 10:28:43 batch_cost: 1.9346 data_cost: 0.0010 ips: 24.8117 images/s [10/23 18:45:01] ppdet.engine INFO: Epoch: [51] [100/610] learning_rate: 0.278980 loss_vfl: 0.900834 loss_bbox: 0.302183 loss_dfl: 0.198226 loss: 1.398216 eta: 3 days, 10:28:09 batch_cost: 2.0124 data_cost: 0.0010 ips: 23.8525 images/s [10/23 18:45:43] ppdet.engine INFO: Epoch: [51] [120/610] learning_rate: 0.278954 loss_vfl: 0.898740 loss_bbox: 0.305970 loss_dfl: 0.195062 loss: 1.394822 eta: 3 days, 10:27:25 batch_cost: 1.9038 data_cost: 0.0010 ips: 25.2132 images/s [10/23 18:46:25] ppdet.engine INFO: Epoch: [51] [140/610] learning_rate: 0.278927 loss_vfl: 0.910585 loss_bbox: 0.312844 loss_dfl: 0.197867 loss: 1.436228 eta: 3 days, 10:26:43 batch_cost: 1.9302 data_cost: 0.0010 ips: 24.8683 images/s [10/23 18:47:07] ppdet.engine INFO: Epoch: [51] [160/610] learning_rate: 0.278901 loss_vfl: 0.913148 loss_bbox: 0.309114 loss_dfl: 0.192910 loss: 1.438137 eta: 3 days, 10:25:57 batch_cost: 1.8767 data_cost: 0.0010 ips: 25.5774 images/s [10/23 18:47:51] ppdet.engine INFO: Epoch: [51] [180/610] learning_rate: 0.278875 loss_vfl: 0.900020 loss_bbox: 0.316455 loss_dfl: 0.192850 loss: 1.428190 eta: 3 days, 10:25:18 batch_cost: 1.9640 data_cost: 0.0010 ips: 24.4398 images/s [10/23 18:48:33] ppdet.engine INFO: Epoch: [51] [200/610] learning_rate: 0.278848 loss_vfl: 0.906945 loss_bbox: 0.322514 loss_dfl: 0.202387 loss: 1.430710 eta: 3 days, 10:24:33 batch_cost: 1.8978 data_cost: 0.0011 ips: 25.2929 images/s [10/23 18:49:15] ppdet.engine INFO: Epoch: [51] [220/610] learning_rate: 0.278822 loss_vfl: 0.897788 loss_bbox: 0.305405 loss_dfl: 0.193713 loss: 1.402360 eta: 3 days, 10:23:46 batch_cost: 1.8654 data_cost: 0.0011 ips: 25.7315 images/s [10/23 18:49:59] ppdet.engine INFO: Epoch: [51] [240/610] learning_rate: 0.278796 loss_vfl: 0.926768 loss_bbox: 0.296883 loss_dfl: 0.190244 loss: 1.434937 eta: 3 days, 10:23:09 batch_cost: 1.9784 data_cost: 0.0011 ips: 24.2623 images/s [10/23 18:50:43] ppdet.engine INFO: Epoch: [51] [260/610] learning_rate: 0.278769 loss_vfl: 0.896875 loss_bbox: 0.323752 loss_dfl: 0.204836 loss: 1.462137 eta: 3 days, 10:22:36 batch_cost: 2.0249 data_cost: 0.0011 ips: 23.7053 images/s [10/23 18:51:26] ppdet.engine INFO: Epoch: [51] [280/610] learning_rate: 0.278743 loss_vfl: 0.915459 loss_bbox: 0.292598 loss_dfl: 0.196763 loss: 1.422226 eta: 3 days, 10:21:53 batch_cost: 1.9082 data_cost: 0.0011 ips: 25.1543 images/s [10/23 18:52:09] ppdet.engine INFO: Epoch: [51] [300/610] learning_rate: 0.278716 loss_vfl: 0.913218 loss_bbox: 0.319234 loss_dfl: 0.208134 loss: 1.425811 eta: 3 days, 10:21:12 batch_cost: 1.9462 data_cost: 0.0010 ips: 24.6638 images/s [10/23 18:52:52] ppdet.engine INFO: Epoch: [51] [320/610] learning_rate: 0.278690 loss_vfl: 0.887497 loss_bbox: 0.296027 loss_dfl: 0.191970 loss: 1.378882 eta: 3 days, 10:20:33 batch_cost: 1.9534 data_cost: 0.0010 ips: 24.5724 images/s [10/23 18:53:35] ppdet.engine INFO: Epoch: [51] [340/610] learning_rate: 0.278663 loss_vfl: 0.901955 loss_bbox: 0.309191 loss_dfl: 0.198436 loss: 1.397760 eta: 3 days, 10:19:54 batch_cost: 1.9596 data_cost: 0.0010 ips: 24.4950 images/s [10/23 18:54:18] ppdet.engine INFO: Epoch: [51] [360/610] learning_rate: 0.278637 loss_vfl: 0.915968 loss_bbox: 0.318425 loss_dfl: 0.203094 loss: 1.425432 eta: 3 days, 10:19:15 batch_cost: 1.9509 data_cost: 0.0010 ips: 24.6040 images/s [10/23 18:55:00] ppdet.engine INFO: Epoch: [51] [380/610] learning_rate: 0.278610 loss_vfl: 0.891231 loss_bbox: 0.327762 loss_dfl: 0.202889 loss: 1.422076 eta: 3 days, 10:18:30 batch_cost: 1.8957 data_cost: 0.0010 ips: 25.3199 images/s [10/23 18:55:42] ppdet.engine INFO: Epoch: [51] [400/610] learning_rate: 0.278584 loss_vfl: 0.910081 loss_bbox: 0.322337 loss_dfl: 0.206398 loss: 1.430317 eta: 3 days, 10:17:45 batch_cost: 1.8953 data_cost: 0.0010 ips: 25.3255 images/s [10/23 18:56:25] ppdet.engine INFO: Epoch: [51] [420/610] learning_rate: 0.278557 loss_vfl: 0.892835 loss_bbox: 0.304354 loss_dfl: 0.191205 loss: 1.394755 eta: 3 days, 10:17:03 batch_cost: 1.9230 data_cost: 0.0010 ips: 24.9608 images/s [10/23 18:57:07] ppdet.engine INFO: Epoch: [51] [440/610] learning_rate: 0.278531 loss_vfl: 0.897478 loss_bbox: 0.306953 loss_dfl: 0.199225 loss: 1.405991 eta: 3 days, 10:16:21 batch_cost: 1.9236 data_cost: 0.0010 ips: 24.9533 images/s [10/23 18:57:50] ppdet.engine INFO: Epoch: [51] [460/610] learning_rate: 0.278504 loss_vfl: 0.888112 loss_bbox: 0.290493 loss_dfl: 0.183972 loss: 1.393620 eta: 3 days, 10:15:40 batch_cost: 1.9452 data_cost: 0.0010 ips: 24.6764 images/s [10/23 18:58:33] ppdet.engine INFO: Epoch: [51] [480/610] learning_rate: 0.278478 loss_vfl: 0.916021 loss_bbox: 0.340147 loss_dfl: 0.204268 loss: 1.457848 eta: 3 days, 10:14:59 batch_cost: 1.9350 data_cost: 0.0010 ips: 24.8065 images/s [10/23 18:59:16] ppdet.engine INFO: Epoch: [51] [500/610] learning_rate: 0.278451 loss_vfl: 0.889088 loss_bbox: 0.313637 loss_dfl: 0.194600 loss: 1.405991 eta: 3 days, 10:14:19 batch_cost: 1.9429 data_cost: 0.0010 ips: 24.7056 images/s [10/23 18:59:58] ppdet.engine INFO: Epoch: [51] [520/610] learning_rate: 0.278425 loss_vfl: 0.899970 loss_bbox: 0.323495 loss_dfl: 0.205444 loss: 1.433447 eta: 3 days, 10:13:33 batch_cost: 1.8883 data_cost: 0.0010 ips: 25.4203 images/s [10/23 19:00:41] ppdet.engine INFO: Epoch: [51] [540/610] learning_rate: 0.278398 loss_vfl: 0.888345 loss_bbox: 0.309182 loss_dfl: 0.197183 loss: 1.406078 eta: 3 days, 10:12:51 batch_cost: 1.9154 data_cost: 0.0010 ips: 25.0596 images/s [10/23 19:01:24] ppdet.engine INFO: Epoch: [51] [560/610] learning_rate: 0.278371 loss_vfl: 0.907281 loss_bbox: 0.308948 loss_dfl: 0.196342 loss: 1.395524 eta: 3 days, 10:12:09 batch_cost: 1.9263 data_cost: 0.0010 ips: 24.9181 images/s [10/23 19:02:07] ppdet.engine INFO: Epoch: [51] [580/610] learning_rate: 0.278345 loss_vfl: 0.907101 loss_bbox: 0.318135 loss_dfl: 0.196416 loss: 1.430184 eta: 3 days, 10:11:29 batch_cost: 1.9466 data_cost: 0.0010 ips: 24.6584 images/s [10/23 19:02:50] ppdet.engine INFO: Epoch: [51] [600/610] learning_rate: 0.278318 loss_vfl: 0.913758 loss_bbox: 0.319648 loss_dfl: 0.202486 loss: 1.447581 eta: 3 days, 10:10:47 batch_cost: 1.9304 data_cost: 0.0011 ips: 24.8653 images/s [10/23 19:03:24] ppdet.engine INFO: Epoch: [52] [ 0/610] learning_rate: 0.278305 loss_vfl: 0.907466 loss_bbox: 0.318754 loss_dfl: 0.207610 loss: 1.447581 eta: 3 days, 10:11:16 batch_cost: 2.4286 data_cost: 0.3434 ips: 19.7644 images/s [10/23 19:04:08] ppdet.engine INFO: Epoch: [52] [ 20/610] learning_rate: 0.278278 loss_vfl: 0.906810 loss_bbox: 0.291540 loss_dfl: 0.189767 loss: 1.410841 eta: 3 days, 10:10:43 batch_cost: 2.0291 data_cost: 0.0011 ips: 23.6553 images/s [10/23 19:04:52] ppdet.engine INFO: Epoch: [52] [ 40/610] learning_rate: 0.278251 loss_vfl: 0.890007 loss_bbox: 0.308668 loss_dfl: 0.193549 loss: 1.418050 eta: 3 days, 10:10:07 batch_cost: 1.9823 data_cost: 0.0011 ips: 24.2140 images/s [10/23 19:05:35] ppdet.engine INFO: Epoch: [52] [ 60/610] learning_rate: 0.278225 loss_vfl: 0.899576 loss_bbox: 0.307396 loss_dfl: 0.201417 loss: 1.408411 eta: 3 days, 10:09:25 batch_cost: 1.9255 data_cost: 0.0010 ips: 24.9282 images/s [10/23 19:06:19] ppdet.engine INFO: Epoch: [52] [ 80/610] learning_rate: 0.278198 loss_vfl: 0.888429 loss_bbox: 0.323536 loss_dfl: 0.197997 loss: 1.420720 eta: 3 days, 10:08:47 batch_cost: 1.9655 data_cost: 0.0010 ips: 24.4209 images/s [10/23 19:07:02] ppdet.engine INFO: Epoch: [52] [100/610] learning_rate: 0.278171 loss_vfl: 0.893682 loss_bbox: 0.304562 loss_dfl: 0.202535 loss: 1.429341 eta: 3 days, 10:08:05 batch_cost: 1.9324 data_cost: 0.0010 ips: 24.8401 images/s [10/23 19:07:44] ppdet.engine INFO: Epoch: [52] [120/610] learning_rate: 0.278144 loss_vfl: 0.891107 loss_bbox: 0.310728 loss_dfl: 0.197549 loss: 1.388644 eta: 3 days, 10:07:23 batch_cost: 1.9198 data_cost: 0.0011 ips: 25.0029 images/s [10/23 19:08:27] ppdet.engine INFO: Epoch: [52] [140/610] learning_rate: 0.278118 loss_vfl: 0.904959 loss_bbox: 0.310084 loss_dfl: 0.200783 loss: 1.414892 eta: 3 days, 10:06:42 batch_cost: 1.9391 data_cost: 0.0010 ips: 24.7539 images/s [10/23 19:09:10] ppdet.engine INFO: Epoch: [52] [160/610] learning_rate: 0.278091 loss_vfl: 0.903299 loss_bbox: 0.300821 loss_dfl: 0.195737 loss: 1.406586 eta: 3 days, 10:06:01 batch_cost: 1.9351 data_cost: 0.0010 ips: 24.8049 images/s [10/23 19:09:53] ppdet.engine INFO: Epoch: [52] [180/610] learning_rate: 0.278064 loss_vfl: 0.901178 loss_bbox: 0.312992 loss_dfl: 0.198110 loss: 1.418285 eta: 3 days, 10:05:22 batch_cost: 1.9619 data_cost: 0.0011 ips: 24.4658 images/s [10/23 19:10:37] ppdet.engine INFO: Epoch: [52] [200/610] learning_rate: 0.278037 loss_vfl: 0.889626 loss_bbox: 0.305258 loss_dfl: 0.191068 loss: 1.391148 eta: 3 days, 10:04:47 batch_cost: 1.9916 data_cost: 0.0011 ips: 24.1017 images/s [10/23 19:11:21] ppdet.engine INFO: Epoch: [52] [220/610] learning_rate: 0.278010 loss_vfl: 0.912047 loss_bbox: 0.305121 loss_dfl: 0.192048 loss: 1.401330 eta: 3 days, 10:04:10 batch_cost: 1.9782 data_cost: 0.0011 ips: 24.2645 images/s [10/23 19:12:04] ppdet.engine INFO: Epoch: [52] [240/610] learning_rate: 0.277983 loss_vfl: 0.926475 loss_bbox: 0.303791 loss_dfl: 0.191653 loss: 1.420191 eta: 3 days, 10:03:33 batch_cost: 1.9801 data_cost: 0.0011 ips: 24.2415 images/s [10/23 19:12:47] ppdet.engine INFO: Epoch: [52] [260/610] learning_rate: 0.277957 loss_vfl: 0.889691 loss_bbox: 0.308950 loss_dfl: 0.194898 loss: 1.378761 eta: 3 days, 10:02:49 batch_cost: 1.9043 data_cost: 0.0011 ips: 25.2059 images/s [10/23 19:13:30] ppdet.engine INFO: Epoch: [52] [280/610] learning_rate: 0.277930 loss_vfl: 0.883826 loss_bbox: 0.312207 loss_dfl: 0.200500 loss: 1.385045 eta: 3 days, 10:02:06 batch_cost: 1.9188 data_cost: 0.0010 ips: 25.0156 images/s [10/23 19:14:13] ppdet.engine INFO: Epoch: [52] [300/610] learning_rate: 0.277903 loss_vfl: 0.903278 loss_bbox: 0.317171 loss_dfl: 0.201721 loss: 1.431980 eta: 3 days, 10:01:29 batch_cost: 1.9740 data_cost: 0.0010 ips: 24.3156 images/s [10/23 19:14:57] ppdet.engine INFO: Epoch: [52] [320/610] learning_rate: 0.277876 loss_vfl: 0.896878 loss_bbox: 0.300396 loss_dfl: 0.196471 loss: 1.400315 eta: 3 days, 10:00:53 batch_cost: 1.9906 data_cost: 0.0010 ips: 24.1132 images/s [10/23 19:15:40] ppdet.engine INFO: Epoch: [52] [340/610] learning_rate: 0.277849 loss_vfl: 0.903273 loss_bbox: 0.307916 loss_dfl: 0.201132 loss: 1.376580 eta: 3 days, 10:00:10 batch_cost: 1.9157 data_cost: 0.0011 ips: 25.0561 images/s [10/23 19:16:23] ppdet.engine INFO: Epoch: [52] [360/610] learning_rate: 0.277822 loss_vfl: 0.920562 loss_bbox: 0.307426 loss_dfl: 0.196392 loss: 1.421922 eta: 3 days, 9:59:29 batch_cost: 1.9326 data_cost: 0.0011 ips: 24.8366 images/s [10/23 19:17:05] ppdet.engine INFO: Epoch: [52] [380/610] learning_rate: 0.277795 loss_vfl: 0.903306 loss_bbox: 0.290191 loss_dfl: 0.188597 loss: 1.378755 eta: 3 days, 9:58:46 batch_cost: 1.9136 data_cost: 0.0010 ips: 25.0832 images/s [10/23 19:17:48] ppdet.engine INFO: Epoch: [52] [400/610] learning_rate: 0.277768 loss_vfl: 0.928578 loss_bbox: 0.300476 loss_dfl: 0.192905 loss: 1.414672 eta: 3 days, 9:58:07 batch_cost: 1.9593 data_cost: 0.0011 ips: 24.4984 images/s [10/23 19:18:32] ppdet.engine INFO: Epoch: [52] [420/610] learning_rate: 0.277741 loss_vfl: 0.876961 loss_bbox: 0.298781 loss_dfl: 0.194165 loss: 1.380046 eta: 3 days, 9:57:26 batch_cost: 1.9320 data_cost: 0.0010 ips: 24.8444 images/s [10/23 19:19:14] ppdet.engine INFO: Epoch: [52] [440/610] learning_rate: 0.277714 loss_vfl: 0.888243 loss_bbox: 0.290426 loss_dfl: 0.192720 loss: 1.383543 eta: 3 days, 9:56:39 batch_cost: 1.8737 data_cost: 0.0010 ips: 25.6183 images/s [10/23 19:19:57] ppdet.engine INFO: Epoch: [52] [460/610] learning_rate: 0.277687 loss_vfl: 0.909257 loss_bbox: 0.302366 loss_dfl: 0.189331 loss: 1.394022 eta: 3 days, 9:55:58 batch_cost: 1.9405 data_cost: 0.0011 ips: 24.7356 images/s [10/23 19:20:41] ppdet.engine INFO: Epoch: [52] [480/610] learning_rate: 0.277660 loss_vfl: 0.901996 loss_bbox: 0.318692 loss_dfl: 0.195591 loss: 1.399035 eta: 3 days, 9:55:20 batch_cost: 1.9692 data_cost: 0.0010 ips: 24.3752 images/s [10/23 19:21:24] ppdet.engine INFO: Epoch: [52] [500/610] learning_rate: 0.277633 loss_vfl: 0.889170 loss_bbox: 0.311687 loss_dfl: 0.201020 loss: 1.403100 eta: 3 days, 9:54:39 batch_cost: 1.9332 data_cost: 0.0011 ips: 24.8295 images/s [10/23 19:22:07] ppdet.engine INFO: Epoch: [52] [520/610] learning_rate: 0.277606 loss_vfl: 0.887905 loss_bbox: 0.309931 loss_dfl: 0.202930 loss: 1.406852 eta: 3 days, 9:53:58 batch_cost: 1.9320 data_cost: 0.0011 ips: 24.8442 images/s [10/23 19:22:50] ppdet.engine INFO: Epoch: [52] [540/610] learning_rate: 0.277579 loss_vfl: 0.924711 loss_bbox: 0.303695 loss_dfl: 0.190230 loss: 1.412207 eta: 3 days, 9:53:21 batch_cost: 1.9824 data_cost: 0.0011 ips: 24.2133 images/s [10/23 19:23:33] ppdet.engine INFO: Epoch: [52] [560/610] learning_rate: 0.277552 loss_vfl: 0.921635 loss_bbox: 0.306903 loss_dfl: 0.193744 loss: 1.428864 eta: 3 days, 9:52:39 batch_cost: 1.9164 data_cost: 0.0011 ips: 25.0475 images/s [10/23 19:24:16] ppdet.engine INFO: Epoch: [52] [580/610] learning_rate: 0.277525 loss_vfl: 0.914604 loss_bbox: 0.293019 loss_dfl: 0.191266 loss: 1.418576 eta: 3 days, 9:51:58 batch_cost: 1.9422 data_cost: 0.0010 ips: 24.7142 images/s [10/23 19:24:57] ppdet.engine INFO: Epoch: [52] [600/610] learning_rate: 0.277497 loss_vfl: 0.916412 loss_bbox: 0.309425 loss_dfl: 0.193474 loss: 1.408053 eta: 3 days, 9:51:09 batch_cost: 1.8516 data_cost: 0.0010 ips: 25.9232 images/s [10/23 19:25:29] ppdet.engine INFO: Epoch: [53] [ 0/610] learning_rate: 0.277484 loss_vfl: 0.900864 loss_bbox: 0.315583 loss_dfl: 0.201960 loss: 1.407036 eta: 3 days, 9:51:27 batch_cost: 2.2616 data_cost: 0.2984 ips: 21.2241 images/s [10/23 19:26:12] ppdet.engine INFO: Epoch: [53] [ 20/610] learning_rate: 0.277457 loss_vfl: 0.900519 loss_bbox: 0.285831 loss_dfl: 0.193603 loss: 1.404233 eta: 3 days, 9:50:49 batch_cost: 1.9700 data_cost: 0.0011 ips: 24.3653 images/s [10/23 19:26:55] ppdet.engine INFO: Epoch: [53] [ 40/610] learning_rate: 0.277430 loss_vfl: 0.886687 loss_bbox: 0.321036 loss_dfl: 0.204977 loss: 1.404315 eta: 3 days, 9:50:05 batch_cost: 1.8990 data_cost: 0.0012 ips: 25.2765 images/s [10/23 19:27:38] ppdet.engine INFO: Epoch: [53] [ 60/610] learning_rate: 0.277402 loss_vfl: 0.913671 loss_bbox: 0.336623 loss_dfl: 0.210099 loss: 1.458754 eta: 3 days, 9:49:25 batch_cost: 1.9525 data_cost: 0.0012 ips: 24.5841 images/s [10/23 19:28:22] ppdet.engine INFO: Epoch: [53] [ 80/610] learning_rate: 0.277375 loss_vfl: 0.909395 loss_bbox: 0.307100 loss_dfl: 0.194370 loss: 1.426084 eta: 3 days, 9:48:47 batch_cost: 1.9578 data_cost: 0.0012 ips: 24.5172 images/s [10/23 19:29:04] ppdet.engine INFO: Epoch: [53] [100/610] learning_rate: 0.277348 loss_vfl: 0.880259 loss_bbox: 0.299274 loss_dfl: 0.197766 loss: 1.409012 eta: 3 days, 9:48:04 batch_cost: 1.9178 data_cost: 0.0011 ips: 25.0288 images/s [10/23 19:29:47] ppdet.engine INFO: Epoch: [53] [120/610] learning_rate: 0.277321 loss_vfl: 0.923264 loss_bbox: 0.298982 loss_dfl: 0.189643 loss: 1.410557 eta: 3 days, 9:47:23 batch_cost: 1.9365 data_cost: 0.0011 ips: 24.7876 images/s [10/23 19:30:31] ppdet.engine INFO: Epoch: [53] [140/610] learning_rate: 0.277294 loss_vfl: 0.873630 loss_bbox: 0.302170 loss_dfl: 0.193053 loss: 1.378530 eta: 3 days, 9:46:46 batch_cost: 1.9754 data_cost: 0.0011 ips: 24.2994 images/s [10/23 19:31:15] ppdet.engine INFO: Epoch: [53] [160/610] learning_rate: 0.277266 loss_vfl: 0.912498 loss_bbox: 0.298681 loss_dfl: 0.190773 loss: 1.398398 eta: 3 days, 9:46:14 batch_cost: 2.0409 data_cost: 0.0011 ips: 23.5194 images/s [10/23 19:31:59] ppdet.engine INFO: Epoch: [53] [180/610] learning_rate: 0.277239 loss_vfl: 0.905775 loss_bbox: 0.306428 loss_dfl: 0.193348 loss: 1.413195 eta: 3 days, 9:45:38 batch_cost: 1.9873 data_cost: 0.0011 ips: 24.1538 images/s [10/23 19:32:42] ppdet.engine INFO: Epoch: [53] [200/610] learning_rate: 0.277212 loss_vfl: 0.893676 loss_bbox: 0.311722 loss_dfl: 0.200354 loss: 1.419733 eta: 3 days, 9:44:59 batch_cost: 1.9547 data_cost: 0.0010 ips: 24.5565 images/s [10/23 19:33:25] ppdet.engine INFO: Epoch: [53] [220/610] learning_rate: 0.277184 loss_vfl: 0.905410 loss_bbox: 0.300690 loss_dfl: 0.199188 loss: 1.400054 eta: 3 days, 9:44:18 batch_cost: 1.9315 data_cost: 0.0010 ips: 24.8515 images/s [10/23 19:34:09] ppdet.engine INFO: Epoch: [53] [240/610] learning_rate: 0.277157 loss_vfl: 0.905466 loss_bbox: 0.296027 loss_dfl: 0.197399 loss: 1.390686 eta: 3 days, 9:43:40 batch_cost: 1.9668 data_cost: 0.0011 ips: 24.4048 images/s [10/23 19:34:52] ppdet.engine INFO: Epoch: [53] [260/610] learning_rate: 0.277130 loss_vfl: 0.881028 loss_bbox: 0.316951 loss_dfl: 0.197319 loss: 1.421542 eta: 3 days, 9:43:01 batch_cost: 1.9572 data_cost: 0.0012 ips: 24.5254 images/s [10/23 19:35:36] ppdet.engine INFO: Epoch: [53] [280/610] learning_rate: 0.277102 loss_vfl: 0.889636 loss_bbox: 0.323849 loss_dfl: 0.204731 loss: 1.414526 eta: 3 days, 9:42:27 batch_cost: 2.0119 data_cost: 0.0010 ips: 23.8580 images/s [10/23 19:36:18] ppdet.engine INFO: Epoch: [53] [300/610] learning_rate: 0.277075 loss_vfl: 0.905414 loss_bbox: 0.326512 loss_dfl: 0.208794 loss: 1.407475 eta: 3 days, 9:41:45 batch_cost: 1.9243 data_cost: 0.0011 ips: 24.9438 images/s [10/23 19:37:01] ppdet.engine INFO: Epoch: [53] [320/610] learning_rate: 0.277048 loss_vfl: 0.926570 loss_bbox: 0.320882 loss_dfl: 0.203774 loss: 1.456683 eta: 3 days, 9:41:04 batch_cost: 1.9398 data_cost: 0.0011 ips: 24.7442 images/s [10/23 19:37:44] ppdet.engine INFO: Epoch: [53] [340/610] learning_rate: 0.277020 loss_vfl: 0.885786 loss_bbox: 0.296305 loss_dfl: 0.194522 loss: 1.384012 eta: 3 days, 9:40:26 batch_cost: 1.9682 data_cost: 0.0011 ips: 24.3884 images/s [10/23 19:38:27] ppdet.engine INFO: Epoch: [53] [360/610] learning_rate: 0.276993 loss_vfl: 0.903365 loss_bbox: 0.321583 loss_dfl: 0.204305 loss: 1.434370 eta: 3 days, 9:39:42 batch_cost: 1.9080 data_cost: 0.0015 ips: 25.1568 images/s [10/23 19:39:10] ppdet.engine INFO: Epoch: [53] [380/610] learning_rate: 0.276966 loss_vfl: 0.914125 loss_bbox: 0.310958 loss_dfl: 0.197479 loss: 1.446169 eta: 3 days, 9:39:01 batch_cost: 1.9298 data_cost: 0.0011 ips: 24.8736 images/s [10/23 19:39:54] ppdet.engine INFO: Epoch: [53] [400/610] learning_rate: 0.276938 loss_vfl: 0.891066 loss_bbox: 0.304243 loss_dfl: 0.193838 loss: 1.383488 eta: 3 days, 9:38:26 batch_cost: 2.0020 data_cost: 0.0061 ips: 23.9762 images/s [10/23 19:40:38] ppdet.engine INFO: Epoch: [53] [420/610] learning_rate: 0.276911 loss_vfl: 0.912447 loss_bbox: 0.326884 loss_dfl: 0.197534 loss: 1.423957 eta: 3 days, 9:37:50 batch_cost: 1.9935 data_cost: 0.0010 ips: 24.0781 images/s [10/23 19:41:22] ppdet.engine INFO: Epoch: [53] [440/610] learning_rate: 0.276883 loss_vfl: 0.915018 loss_bbox: 0.298720 loss_dfl: 0.188601 loss: 1.390546 eta: 3 days, 9:37:16 batch_cost: 2.0075 data_cost: 0.0011 ips: 23.9104 images/s [10/23 19:42:04] ppdet.engine INFO: Epoch: [53] [460/610] learning_rate: 0.276856 loss_vfl: 0.913387 loss_bbox: 0.305230 loss_dfl: 0.192044 loss: 1.411949 eta: 3 days, 9:36:33 batch_cost: 1.9146 data_cost: 0.0011 ips: 25.0709 images/s [10/23 19:42:46] ppdet.engine INFO: Epoch: [53] [480/610] learning_rate: 0.276828 loss_vfl: 0.895888 loss_bbox: 0.295839 loss_dfl: 0.191547 loss: 1.357994 eta: 3 days, 9:35:47 batch_cost: 1.8837 data_cost: 0.0010 ips: 25.4819 images/s [10/23 19:43:29] ppdet.engine INFO: Epoch: [53] [500/610] learning_rate: 0.276801 loss_vfl: 0.906521 loss_bbox: 0.305355 loss_dfl: 0.201281 loss: 1.421524 eta: 3 days, 9:35:06 batch_cost: 1.9335 data_cost: 0.0010 ips: 24.8253 images/s [10/23 19:44:11] ppdet.engine INFO: Epoch: [53] [520/610] learning_rate: 0.276773 loss_vfl: 0.919749 loss_bbox: 0.315665 loss_dfl: 0.193475 loss: 1.414100 eta: 3 days, 9:34:25 batch_cost: 1.9334 data_cost: 0.0010 ips: 24.8269 images/s [10/23 19:44:54] ppdet.engine INFO: Epoch: [53] [540/610] learning_rate: 0.276746 loss_vfl: 0.904624 loss_bbox: 0.297232 loss_dfl: 0.190123 loss: 1.389092 eta: 3 days, 9:33:48 batch_cost: 1.9798 data_cost: 0.0010 ips: 24.2446 images/s [10/23 19:45:37] ppdet.engine INFO: Epoch: [53] [560/610] learning_rate: 0.276718 loss_vfl: 0.877667 loss_bbox: 0.311768 loss_dfl: 0.197476 loss: 1.399014 eta: 3 days, 9:33:05 batch_cost: 1.9135 data_cost: 0.0010 ips: 25.0852 images/s [10/23 19:46:21] ppdet.engine INFO: Epoch: [53] [580/610] learning_rate: 0.276691 loss_vfl: 0.935205 loss_bbox: 0.296352 loss_dfl: 0.191989 loss: 1.431256 eta: 3 days, 9:32:30 batch_cost: 2.0024 data_cost: 0.0011 ips: 23.9715 images/s [10/23 19:47:03] ppdet.engine INFO: Epoch: [53] [600/610] learning_rate: 0.276663 loss_vfl: 0.910266 loss_bbox: 0.292015 loss_dfl: 0.190873 loss: 1.390781 eta: 3 days, 9:31:47 batch_cost: 1.9057 data_cost: 0.0012 ips: 25.1875 images/s [10/23 19:47:35] ppdet.engine INFO: Epoch: [54] [ 0/610] learning_rate: 0.276649 loss_vfl: 0.914033 loss_bbox: 0.291734 loss_dfl: 0.186900 loss: 1.398200 eta: 3 days, 9:32:04 batch_cost: 2.2931 data_cost: 0.1586 ips: 20.9320 images/s [10/23 19:48:19] ppdet.engine INFO: Epoch: [54] [ 20/610] learning_rate: 0.276622 loss_vfl: 0.912928 loss_bbox: 0.293484 loss_dfl: 0.199949 loss: 1.394497 eta: 3 days, 9:31:27 batch_cost: 1.9758 data_cost: 0.0011 ips: 24.2941 images/s [10/23 19:49:03] ppdet.engine INFO: Epoch: [54] [ 40/610] learning_rate: 0.276594 loss_vfl: 0.902290 loss_bbox: 0.287246 loss_dfl: 0.184408 loss: 1.373277 eta: 3 days, 9:30:51 batch_cost: 1.9930 data_cost: 0.0011 ips: 24.0848 images/s [10/23 19:49:48] ppdet.engine INFO: Epoch: [54] [ 60/610] learning_rate: 0.276566 loss_vfl: 0.894383 loss_bbox: 0.306898 loss_dfl: 0.195394 loss: 1.415832 eta: 3 days, 9:30:17 batch_cost: 2.0101 data_cost: 0.0011 ips: 23.8797 images/s [10/23 19:50:31] ppdet.engine INFO: Epoch: [54] [ 80/610] learning_rate: 0.276539 loss_vfl: 0.910837 loss_bbox: 0.298537 loss_dfl: 0.192518 loss: 1.397916 eta: 3 days, 9:29:38 batch_cost: 1.9499 data_cost: 0.0011 ips: 24.6164 images/s [10/23 19:51:14] ppdet.engine INFO: Epoch: [54] [100/610] learning_rate: 0.276511 loss_vfl: 0.898378 loss_bbox: 0.320226 loss_dfl: 0.205674 loss: 1.429861 eta: 3 days, 9:28:59 batch_cost: 1.9659 data_cost: 0.0011 ips: 24.4167 images/s [10/23 19:51:57] ppdet.engine INFO: Epoch: [54] [120/610] learning_rate: 0.276483 loss_vfl: 0.885196 loss_bbox: 0.298357 loss_dfl: 0.189593 loss: 1.383155 eta: 3 days, 9:28:18 batch_cost: 1.9345 data_cost: 0.0011 ips: 24.8120 images/s [10/23 19:52:40] ppdet.engine INFO: Epoch: [54] [140/610] learning_rate: 0.276456 loss_vfl: 0.896469 loss_bbox: 0.314161 loss_dfl: 0.200259 loss: 1.415788 eta: 3 days, 9:27:40 batch_cost: 1.9669 data_cost: 0.0011 ips: 24.4044 images/s [10/23 19:53:23] ppdet.engine INFO: Epoch: [54] [160/610] learning_rate: 0.276428 loss_vfl: 0.903564 loss_bbox: 0.286156 loss_dfl: 0.188056 loss: 1.366655 eta: 3 days, 9:26:59 batch_cost: 1.9360 data_cost: 0.0011 ips: 24.7929 images/s [10/23 19:54:06] ppdet.engine INFO: Epoch: [54] [180/610] learning_rate: 0.276400 loss_vfl: 0.920475 loss_bbox: 0.293445 loss_dfl: 0.194295 loss: 1.426069 eta: 3 days, 9:26:19 batch_cost: 1.9492 data_cost: 0.0054 ips: 24.6256 images/s [10/23 19:54:50] ppdet.engine INFO: Epoch: [54] [200/610] learning_rate: 0.276372 loss_vfl: 0.882075 loss_bbox: 0.320020 loss_dfl: 0.202965 loss: 1.410048 eta: 3 days, 9:25:46 batch_cost: 2.0173 data_cost: 0.0011 ips: 23.7943 images/s [10/23 19:55:34] ppdet.engine INFO: Epoch: [54] [220/610] learning_rate: 0.276345 loss_vfl: 0.910784 loss_bbox: 0.300779 loss_dfl: 0.190446 loss: 1.397245 eta: 3 days, 9:25:08 batch_cost: 1.9727 data_cost: 0.0010 ips: 24.3327 images/s [10/23 19:56:17] ppdet.engine INFO: Epoch: [54] [240/610] learning_rate: 0.276317 loss_vfl: 0.895641 loss_bbox: 0.290793 loss_dfl: 0.180100 loss: 1.391783 eta: 3 days, 9:24:32 batch_cost: 1.9838 data_cost: 0.0010 ips: 24.1962 images/s [10/23 19:57:01] ppdet.engine INFO: Epoch: [54] [260/610] learning_rate: 0.276289 loss_vfl: 0.884942 loss_bbox: 0.326123 loss_dfl: 0.206632 loss: 1.396956 eta: 3 days, 9:23:54 batch_cost: 1.9749 data_cost: 0.0010 ips: 24.3054 images/s [10/23 19:57:43] ppdet.engine INFO: Epoch: [54] [280/610] learning_rate: 0.276261 loss_vfl: 0.895024 loss_bbox: 0.332420 loss_dfl: 0.204231 loss: 1.417004 eta: 3 days, 9:23:10 batch_cost: 1.9049 data_cost: 0.0010 ips: 25.1984 images/s [10/23 19:58:26] ppdet.engine INFO: Epoch: [54] [300/610] learning_rate: 0.276234 loss_vfl: 0.890357 loss_bbox: 0.319003 loss_dfl: 0.201693 loss: 1.422805 eta: 3 days, 9:22:29 batch_cost: 1.9317 data_cost: 0.0011 ips: 24.8484 images/s [10/23 19:59:09] ppdet.engine INFO: Epoch: [54] [320/610] learning_rate: 0.276206 loss_vfl: 0.903979 loss_bbox: 0.321131 loss_dfl: 0.196090 loss: 1.412755 eta: 3 days, 9:21:51 batch_cost: 1.9671 data_cost: 0.0010 ips: 24.4015 images/s [10/23 19:59:52] ppdet.engine INFO: Epoch: [54] [340/610] learning_rate: 0.276178 loss_vfl: 0.918006 loss_bbox: 0.305640 loss_dfl: 0.202536 loss: 1.415600 eta: 3 days, 9:21:12 batch_cost: 1.9546 data_cost: 0.0012 ips: 24.5571 images/s [10/23 20:00:35] ppdet.engine INFO: Epoch: [54] [360/610] learning_rate: 0.276150 loss_vfl: 0.897320 loss_bbox: 0.302076 loss_dfl: 0.188253 loss: 1.406170 eta: 3 days, 9:20:29 batch_cost: 1.9159 data_cost: 0.0011 ips: 25.0529 images/s [10/23 20:01:18] ppdet.engine INFO: Epoch: [54] [380/610] learning_rate: 0.276122 loss_vfl: 0.900630 loss_bbox: 0.314121 loss_dfl: 0.191769 loss: 1.392536 eta: 3 days, 9:19:47 batch_cost: 1.9282 data_cost: 0.0010 ips: 24.8935 images/s [10/23 20:02:01] ppdet.engine INFO: Epoch: [54] [400/610] learning_rate: 0.276094 loss_vfl: 0.883584 loss_bbox: 0.315414 loss_dfl: 0.191099 loss: 1.385333 eta: 3 days, 9:19:09 batch_cost: 1.9629 data_cost: 0.0013 ips: 24.4537 images/s [10/23 20:02:44] ppdet.engine INFO: Epoch: [54] [420/610] learning_rate: 0.276066 loss_vfl: 0.904708 loss_bbox: 0.318768 loss_dfl: 0.207255 loss: 1.416800 eta: 3 days, 9:18:29 batch_cost: 1.9525 data_cost: 0.0011 ips: 24.5834 images/s [10/23 20:03:27] ppdet.engine INFO: Epoch: [54] [440/610] learning_rate: 0.276038 loss_vfl: 0.903564 loss_bbox: 0.321128 loss_dfl: 0.206874 loss: 1.430928 eta: 3 days, 9:17:50 batch_cost: 1.9591 data_cost: 0.0010 ips: 24.5004 images/s [10/23 20:04:10] ppdet.engine INFO: Epoch: [54] [460/610] learning_rate: 0.276011 loss_vfl: 0.905702 loss_bbox: 0.338489 loss_dfl: 0.209281 loss: 1.463307 eta: 3 days, 9:17:09 batch_cost: 1.9251 data_cost: 0.0010 ips: 24.9340 images/s [10/23 20:04:52] ppdet.engine INFO: Epoch: [54] [480/610] learning_rate: 0.275983 loss_vfl: 0.909314 loss_bbox: 0.309221 loss_dfl: 0.198977 loss: 1.400265 eta: 3 days, 9:16:28 batch_cost: 1.9443 data_cost: 0.0010 ips: 24.6874 images/s [10/23 20:05:35] ppdet.engine INFO: Epoch: [54] [500/610] learning_rate: 0.275955 loss_vfl: 0.903052 loss_bbox: 0.297512 loss_dfl: 0.193804 loss: 1.410738 eta: 3 days, 9:15:49 batch_cost: 1.9491 data_cost: 0.0010 ips: 24.6273 images/s [10/23 20:06:17] ppdet.engine INFO: Epoch: [54] [520/610] learning_rate: 0.275927 loss_vfl: 0.915987 loss_bbox: 0.282871 loss_dfl: 0.192217 loss: 1.402017 eta: 3 days, 9:15:04 batch_cost: 1.8900 data_cost: 0.0010 ips: 25.3971 images/s [10/23 20:07:00] ppdet.engine INFO: Epoch: [54] [540/610] learning_rate: 0.275899 loss_vfl: 0.923768 loss_bbox: 0.295687 loss_dfl: 0.197614 loss: 1.417654 eta: 3 days, 9:14:23 batch_cost: 1.9359 data_cost: 0.0011 ips: 24.7941 images/s [10/23 20:07:42] ppdet.engine INFO: Epoch: [54] [560/610] learning_rate: 0.275871 loss_vfl: 0.904680 loss_bbox: 0.323383 loss_dfl: 0.206331 loss: 1.435588 eta: 3 days, 9:13:38 batch_cost: 1.8973 data_cost: 0.0011 ips: 25.2993 images/s [10/23 20:08:25] ppdet.engine INFO: Epoch: [54] [580/610] learning_rate: 0.275843 loss_vfl: 0.911860 loss_bbox: 0.335626 loss_dfl: 0.206217 loss: 1.461078 eta: 3 days, 9:12:59 batch_cost: 1.9555 data_cost: 0.0011 ips: 24.5465 images/s [10/23 20:09:07] ppdet.engine INFO: Epoch: [54] [600/610] learning_rate: 0.275815 loss_vfl: 0.918622 loss_bbox: 0.298925 loss_dfl: 0.187673 loss: 1.389334 eta: 3 days, 9:12:10 batch_cost: 1.8460 data_cost: 0.0012 ips: 26.0022 images/s [10/23 20:09:38] ppdet.engine INFO: Epoch: [55] [ 0/610] learning_rate: 0.275801 loss_vfl: 0.927486 loss_bbox: 0.277378 loss_dfl: 0.182213 loss: 1.392576 eta: 3 days, 9:12:23 batch_cost: 2.2679 data_cost: 0.1707 ips: 21.1652 images/s [10/23 20:10:24] ppdet.engine INFO: Epoch: [55] [ 20/610] learning_rate: 0.275773 loss_vfl: 0.898675 loss_bbox: 0.310620 loss_dfl: 0.192543 loss: 1.396271 eta: 3 days, 9:11:51 batch_cost: 2.0328 data_cost: 0.0011 ips: 23.6133 images/s [10/23 20:11:07] ppdet.engine INFO: Epoch: [55] [ 40/610] learning_rate: 0.275744 loss_vfl: 0.896688 loss_bbox: 0.293608 loss_dfl: 0.185655 loss: 1.347864 eta: 3 days, 9:11:11 batch_cost: 1.9524 data_cost: 0.0011 ips: 24.5845 images/s [10/23 20:11:50] ppdet.engine INFO: Epoch: [55] [ 60/610] learning_rate: 0.275716 loss_vfl: 0.891425 loss_bbox: 0.325091 loss_dfl: 0.203685 loss: 1.425074 eta: 3 days, 9:10:33 batch_cost: 1.9665 data_cost: 0.0011 ips: 24.4084 images/s [10/23 20:12:33] ppdet.engine INFO: Epoch: [55] [ 80/610] learning_rate: 0.275688 loss_vfl: 0.910352 loss_bbox: 0.302483 loss_dfl: 0.200800 loss: 1.415151 eta: 3 days, 9:09:52 batch_cost: 1.9329 data_cost: 0.0011 ips: 24.8331 images/s [10/23 20:13:16] ppdet.engine INFO: Epoch: [55] [100/610] learning_rate: 0.275660 loss_vfl: 0.934477 loss_bbox: 0.289038 loss_dfl: 0.188930 loss: 1.405352 eta: 3 days, 9:09:12 batch_cost: 1.9483 data_cost: 0.0011 ips: 24.6362 images/s [10/23 20:13:59] ppdet.engine INFO: Epoch: [55] [120/610] learning_rate: 0.275632 loss_vfl: 0.910150 loss_bbox: 0.310408 loss_dfl: 0.203846 loss: 1.416067 eta: 3 days, 9:08:33 batch_cost: 1.9533 data_cost: 0.0011 ips: 24.5732 images/s [10/23 20:14:42] ppdet.engine INFO: Epoch: [55] [140/610] learning_rate: 0.275604 loss_vfl: 0.890554 loss_bbox: 0.307874 loss_dfl: 0.204363 loss: 1.393107 eta: 3 days, 9:07:54 batch_cost: 1.9550 data_cost: 0.0011 ips: 24.5524 images/s [10/23 20:15:25] ppdet.engine INFO: Epoch: [55] [160/610] learning_rate: 0.275576 loss_vfl: 0.879929 loss_bbox: 0.304541 loss_dfl: 0.193059 loss: 1.396176 eta: 3 days, 9:07:12 batch_cost: 1.9254 data_cost: 0.0011 ips: 24.9293 images/s [10/23 20:16:08] ppdet.engine INFO: Epoch: [55] [180/610] learning_rate: 0.275548 loss_vfl: 0.886986 loss_bbox: 0.315154 loss_dfl: 0.193467 loss: 1.387334 eta: 3 days, 9:06:32 batch_cost: 1.9483 data_cost: 0.0010 ips: 24.6366 images/s [10/23 20:16:51] ppdet.engine INFO: Epoch: [55] [200/610] learning_rate: 0.275519 loss_vfl: 0.893245 loss_bbox: 0.321664 loss_dfl: 0.201167 loss: 1.433609 eta: 3 days, 9:05:52 batch_cost: 1.9472 data_cost: 0.0011 ips: 24.6508 images/s [10/23 20:17:34] ppdet.engine INFO: Epoch: [55] [220/610] learning_rate: 0.275491 loss_vfl: 0.903452 loss_bbox: 0.314224 loss_dfl: 0.206623 loss: 1.418008 eta: 3 days, 9:05:14 batch_cost: 1.9726 data_cost: 0.0011 ips: 24.3339 images/s [10/23 20:18:18] ppdet.engine INFO: Epoch: [55] [240/610] learning_rate: 0.275463 loss_vfl: 0.910162 loss_bbox: 0.324418 loss_dfl: 0.202414 loss: 1.449620 eta: 3 days, 9:04:35 batch_cost: 1.9509 data_cost: 0.0011 ips: 24.6046 images/s [10/23 20:19:02] ppdet.engine INFO: Epoch: [55] [260/610] learning_rate: 0.275435 loss_vfl: 0.900665 loss_bbox: 0.314572 loss_dfl: 0.201583 loss: 1.425099 eta: 3 days, 9:04:01 batch_cost: 2.0164 data_cost: 0.0011 ips: 23.8043 images/s [10/23 20:19:44] ppdet.engine INFO: Epoch: [55] [280/610] learning_rate: 0.275406 loss_vfl: 0.922795 loss_bbox: 0.328863 loss_dfl: 0.202695 loss: 1.428837 eta: 3 days, 9:03:18 batch_cost: 1.9165 data_cost: 0.0011 ips: 25.0453 images/s [10/23 20:20:26] ppdet.engine INFO: Epoch: [55] [300/610] learning_rate: 0.275378 loss_vfl: 0.912333 loss_bbox: 0.297764 loss_dfl: 0.194656 loss: 1.428427 eta: 3 days, 9:02:36 batch_cost: 1.9181 data_cost: 0.0010 ips: 25.0249 images/s [10/23 20:21:08] ppdet.engine INFO: Epoch: [55] [320/610] learning_rate: 0.275350 loss_vfl: 0.909191 loss_bbox: 0.294690 loss_dfl: 0.189671 loss: 1.390134 eta: 3 days, 9:01:51 batch_cost: 1.8937 data_cost: 0.0010 ips: 25.3475 images/s [10/23 20:21:51] ppdet.engine INFO: Epoch: [55] [340/610] learning_rate: 0.275322 loss_vfl: 0.900973 loss_bbox: 0.316786 loss_dfl: 0.198482 loss: 1.400395 eta: 3 days, 9:01:10 batch_cost: 1.9364 data_cost: 0.0011 ips: 24.7887 images/s [10/23 20:22:34] ppdet.engine INFO: Epoch: [55] [360/610] learning_rate: 0.275293 loss_vfl: 0.918778 loss_bbox: 0.282249 loss_dfl: 0.185538 loss: 1.389536 eta: 3 days, 9:00:32 batch_cost: 1.9608 data_cost: 0.0011 ips: 24.4802 images/s [10/23 20:23:18] ppdet.engine INFO: Epoch: [55] [380/610] learning_rate: 0.275265 loss_vfl: 0.908391 loss_bbox: 0.296834 loss_dfl: 0.189295 loss: 1.394973 eta: 3 days, 8:59:52 batch_cost: 1.9526 data_cost: 0.0010 ips: 24.5826 images/s [10/23 20:24:01] ppdet.engine INFO: Epoch: [55] [400/610] learning_rate: 0.275237 loss_vfl: 0.896031 loss_bbox: 0.322873 loss_dfl: 0.206792 loss: 1.438780 eta: 3 days, 8:59:16 batch_cost: 1.9839 data_cost: 0.0011 ips: 24.1954 images/s [10/23 20:24:45] ppdet.engine INFO: Epoch: [55] [420/610] learning_rate: 0.275208 loss_vfl: 0.907112 loss_bbox: 0.300369 loss_dfl: 0.197617 loss: 1.430383 eta: 3 days, 8:58:36 batch_cost: 1.9528 data_cost: 0.0011 ips: 24.5807 images/s [10/23 20:25:28] ppdet.engine INFO: Epoch: [55] [440/610] learning_rate: 0.275180 loss_vfl: 0.904234 loss_bbox: 0.306792 loss_dfl: 0.194502 loss: 1.417518 eta: 3 days, 8:57:54 batch_cost: 1.9251 data_cost: 0.0011 ips: 24.9338 images/s [10/23 20:26:10] ppdet.engine INFO: Epoch: [55] [460/610] learning_rate: 0.275152 loss_vfl: 0.897486 loss_bbox: 0.289536 loss_dfl: 0.192817 loss: 1.404690 eta: 3 days, 8:57:14 batch_cost: 1.9434 data_cost: 0.0011 ips: 24.6993 images/s [10/23 20:26:54] ppdet.engine INFO: Epoch: [55] [480/610] learning_rate: 0.275123 loss_vfl: 0.914553 loss_bbox: 0.308323 loss_dfl: 0.195438 loss: 1.416331 eta: 3 days, 8:56:39 batch_cost: 1.9983 data_cost: 0.0011 ips: 24.0209 images/s [10/23 20:27:37] ppdet.engine INFO: Epoch: [55] [500/610] learning_rate: 0.275095 loss_vfl: 0.892685 loss_bbox: 0.309511 loss_dfl: 0.186676 loss: 1.398569 eta: 3 days, 8:56:01 batch_cost: 1.9712 data_cost: 0.0011 ips: 24.3503 images/s [10/23 20:28:20] ppdet.engine INFO: Epoch: [55] [520/610] learning_rate: 0.275066 loss_vfl: 0.891480 loss_bbox: 0.312268 loss_dfl: 0.201844 loss: 1.395312 eta: 3 days, 8:55:22 batch_cost: 1.9621 data_cost: 0.0011 ips: 24.4641 images/s [10/23 20:29:04] ppdet.engine INFO: Epoch: [55] [540/610] learning_rate: 0.275038 loss_vfl: 0.909781 loss_bbox: 0.303501 loss_dfl: 0.194390 loss: 1.406711 eta: 3 days, 8:54:45 batch_cost: 1.9741 data_cost: 0.0011 ips: 24.3154 images/s [10/23 20:29:48] ppdet.engine INFO: Epoch: [55] [560/610] learning_rate: 0.275009 loss_vfl: 0.885661 loss_bbox: 0.321175 loss_dfl: 0.196970 loss: 1.421548 eta: 3 days, 8:54:07 batch_cost: 1.9710 data_cost: 0.0011 ips: 24.3537 images/s [10/23 20:30:30] ppdet.engine INFO: Epoch: [55] [580/610] learning_rate: 0.274981 loss_vfl: 0.909310 loss_bbox: 0.313074 loss_dfl: 0.195413 loss: 1.434191 eta: 3 days, 8:53:25 batch_cost: 1.9272 data_cost: 0.0038 ips: 24.9072 images/s [10/23 20:31:11] ppdet.engine INFO: Epoch: [55] [600/610] learning_rate: 0.274952 loss_vfl: 0.914300 loss_bbox: 0.324821 loss_dfl: 0.208196 loss: 1.452476 eta: 3 days, 8:52:41 batch_cost: 1.8935 data_cost: 0.0011 ips: 25.3493 images/s [10/23 20:31:44] ppdet.engine INFO: Epoch: [56] [ 0/610] learning_rate: 0.274938 loss_vfl: 0.915805 loss_bbox: 0.320035 loss_dfl: 0.199100 loss: 1.454483 eta: 3 days, 8:53:00 batch_cost: 2.3472 data_cost: 0.2963 ips: 20.4500 images/s [10/23 20:32:29] ppdet.engine INFO: Epoch: [56] [ 20/610] learning_rate: 0.274910 loss_vfl: 0.890960 loss_bbox: 0.292199 loss_dfl: 0.193369 loss: 1.391210 eta: 3 days, 8:52:24 batch_cost: 1.9940 data_cost: 0.0011 ips: 24.0725 images/s [10/23 20:33:11] ppdet.engine INFO: Epoch: [56] [ 40/610] learning_rate: 0.274881 loss_vfl: 0.881874 loss_bbox: 0.322541 loss_dfl: 0.197261 loss: 1.419636 eta: 3 days, 8:51:44 batch_cost: 1.9384 data_cost: 0.0010 ips: 24.7623 images/s [10/23 20:33:55] ppdet.engine INFO: Epoch: [56] [ 60/610] learning_rate: 0.274853 loss_vfl: 0.898387 loss_bbox: 0.299979 loss_dfl: 0.187395 loss: 1.366613 eta: 3 days, 8:51:04 batch_cost: 1.9457 data_cost: 0.0011 ips: 24.6704 images/s [10/23 20:34:38] ppdet.engine INFO: Epoch: [56] [ 80/610] learning_rate: 0.274824 loss_vfl: 0.897072 loss_bbox: 0.293733 loss_dfl: 0.196543 loss: 1.403102 eta: 3 days, 8:50:22 batch_cost: 1.9297 data_cost: 0.0011 ips: 24.8742 images/s [10/23 20:35:20] ppdet.engine INFO: Epoch: [56] [100/610] learning_rate: 0.274795 loss_vfl: 0.907004 loss_bbox: 0.300723 loss_dfl: 0.193726 loss: 1.394536 eta: 3 days, 8:49:38 batch_cost: 1.9042 data_cost: 0.0011 ips: 25.2075 images/s [10/23 20:36:03] ppdet.engine INFO: Epoch: [56] [120/610] learning_rate: 0.274767 loss_vfl: 0.902821 loss_bbox: 0.307533 loss_dfl: 0.195747 loss: 1.380490 eta: 3 days, 8:48:55 batch_cost: 1.9102 data_cost: 0.0011 ips: 25.1286 images/s [10/23 20:36:46] ppdet.engine INFO: Epoch: [56] [140/610] learning_rate: 0.274738 loss_vfl: 0.905060 loss_bbox: 0.301422 loss_dfl: 0.192885 loss: 1.363845 eta: 3 days, 8:48:14 batch_cost: 1.9346 data_cost: 0.0011 ips: 24.8117 images/s [10/23 20:37:30] ppdet.engine INFO: Epoch: [56] [160/610] learning_rate: 0.274710 loss_vfl: 0.869382 loss_bbox: 0.322012 loss_dfl: 0.200590 loss: 1.409929 eta: 3 days, 8:47:39 batch_cost: 2.0027 data_cost: 0.0010 ips: 23.9674 images/s [10/23 20:38:14] ppdet.engine INFO: Epoch: [56] [180/610] learning_rate: 0.274681 loss_vfl: 0.883646 loss_bbox: 0.302957 loss_dfl: 0.199990 loss: 1.375044 eta: 3 days, 8:47:02 batch_cost: 1.9761 data_cost: 0.0011 ips: 24.2903 images/s [10/23 20:38:58] ppdet.engine INFO: Epoch: [56] [200/610] learning_rate: 0.274652 loss_vfl: 0.901712 loss_bbox: 0.311006 loss_dfl: 0.192352 loss: 1.400890 eta: 3 days, 8:46:24 batch_cost: 1.9768 data_cost: 0.0011 ips: 24.2819 images/s [10/23 20:39:41] ppdet.engine INFO: Epoch: [56] [220/610] learning_rate: 0.274624 loss_vfl: 0.914731 loss_bbox: 0.305351 loss_dfl: 0.194200 loss: 1.405173 eta: 3 days, 8:45:49 batch_cost: 1.9943 data_cost: 0.0010 ips: 24.0687 images/s [10/23 20:40:24] ppdet.engine INFO: Epoch: [56] [240/610] learning_rate: 0.274595 loss_vfl: 0.876578 loss_bbox: 0.303272 loss_dfl: 0.188669 loss: 1.410323 eta: 3 days, 8:45:06 batch_cost: 1.9142 data_cost: 0.0011 ips: 25.0757 images/s [10/23 20:41:07] ppdet.engine INFO: Epoch: [56] [260/610] learning_rate: 0.274566 loss_vfl: 0.927456 loss_bbox: 0.301148 loss_dfl: 0.194175 loss: 1.429816 eta: 3 days, 8:44:25 batch_cost: 1.9325 data_cost: 0.0011 ips: 24.8380 images/s [10/23 20:41:50] ppdet.engine INFO: Epoch: [56] [280/610] learning_rate: 0.274538 loss_vfl: 0.915238 loss_bbox: 0.305877 loss_dfl: 0.197711 loss: 1.420142 eta: 3 days, 8:43:44 batch_cost: 1.9352 data_cost: 0.0011 ips: 24.8040 images/s [10/23 20:42:33] ppdet.engine INFO: Epoch: [56] [300/610] learning_rate: 0.274509 loss_vfl: 0.901008 loss_bbox: 0.308014 loss_dfl: 0.200230 loss: 1.418433 eta: 3 days, 8:43:03 batch_cost: 1.9412 data_cost: 0.0011 ips: 24.7271 images/s [10/23 20:43:17] ppdet.engine INFO: Epoch: [56] [320/610] learning_rate: 0.274480 loss_vfl: 0.889237 loss_bbox: 0.324393 loss_dfl: 0.205318 loss: 1.433932 eta: 3 days, 8:42:25 batch_cost: 1.9703 data_cost: 0.0010 ips: 24.3620 images/s [10/23 20:44:00] ppdet.engine INFO: Epoch: [56] [340/610] learning_rate: 0.274452 loss_vfl: 0.900322 loss_bbox: 0.310894 loss_dfl: 0.188051 loss: 1.391831 eta: 3 days, 8:41:45 batch_cost: 1.9457 data_cost: 0.0012 ips: 24.6701 images/s [10/23 20:44:43] ppdet.engine INFO: Epoch: [56] [360/610] learning_rate: 0.274423 loss_vfl: 0.910308 loss_bbox: 0.294206 loss_dfl: 0.192489 loss: 1.414640 eta: 3 days, 8:41:03 batch_cost: 1.9176 data_cost: 0.0011 ips: 25.0309 images/s [10/23 20:45:25] ppdet.engine INFO: Epoch: [56] [380/610] learning_rate: 0.274394 loss_vfl: 0.885188 loss_bbox: 0.313333 loss_dfl: 0.201630 loss: 1.403245 eta: 3 days, 8:40:20 batch_cost: 1.9128 data_cost: 0.0011 ips: 25.0944 images/s [10/23 20:46:09] ppdet.engine INFO: Epoch: [56] [400/610] learning_rate: 0.274365 loss_vfl: 0.911526 loss_bbox: 0.296678 loss_dfl: 0.196195 loss: 1.403195 eta: 3 days, 8:39:42 batch_cost: 1.9695 data_cost: 0.0011 ips: 24.3718 images/s [10/23 20:46:52] ppdet.engine INFO: Epoch: [56] [420/610] learning_rate: 0.274336 loss_vfl: 0.895688 loss_bbox: 0.296313 loss_dfl: 0.196401 loss: 1.394428 eta: 3 days, 8:39:06 batch_cost: 1.9912 data_cost: 0.0010 ips: 24.1064 images/s [10/23 20:47:34] ppdet.engine INFO: Epoch: [56] [440/610] learning_rate: 0.274308 loss_vfl: 0.902802 loss_bbox: 0.303624 loss_dfl: 0.195292 loss: 1.451170 eta: 3 days, 8:38:23 batch_cost: 1.9072 data_cost: 0.0010 ips: 25.1684 images/s [10/23 20:48:17] ppdet.engine INFO: Epoch: [56] [460/610] learning_rate: 0.274279 loss_vfl: 0.905296 loss_bbox: 0.287884 loss_dfl: 0.194299 loss: 1.389706 eta: 3 days, 8:37:43 batch_cost: 1.9460 data_cost: 0.0011 ips: 24.6661 images/s [10/23 20:49:00] ppdet.engine INFO: Epoch: [56] [480/610] learning_rate: 0.274250 loss_vfl: 0.915865 loss_bbox: 0.291542 loss_dfl: 0.195388 loss: 1.427203 eta: 3 days, 8:37:03 batch_cost: 1.9507 data_cost: 0.0011 ips: 24.6067 images/s [10/23 20:49:43] ppdet.engine INFO: Epoch: [56] [500/610] learning_rate: 0.274221 loss_vfl: 0.894288 loss_bbox: 0.305297 loss_dfl: 0.194939 loss: 1.388914 eta: 3 days, 8:36:22 batch_cost: 1.9306 data_cost: 0.0010 ips: 24.8626 images/s [10/23 20:50:26] ppdet.engine INFO: Epoch: [56] [520/610] learning_rate: 0.274192 loss_vfl: 0.884218 loss_bbox: 0.317462 loss_dfl: 0.200993 loss: 1.415412 eta: 3 days, 8:35:41 batch_cost: 1.9382 data_cost: 0.0010 ips: 24.7654 images/s [10/23 20:51:09] ppdet.engine INFO: Epoch: [56] [540/610] learning_rate: 0.274163 loss_vfl: 0.869914 loss_bbox: 0.321998 loss_dfl: 0.207245 loss: 1.404467 eta: 3 days, 8:35:00 batch_cost: 1.9375 data_cost: 0.0010 ips: 24.7743 images/s [10/23 20:51:52] ppdet.engine INFO: Epoch: [56] [560/610] learning_rate: 0.274134 loss_vfl: 0.935435 loss_bbox: 0.302561 loss_dfl: 0.200280 loss: 1.400447 eta: 3 days, 8:34:18 batch_cost: 1.9205 data_cost: 0.0010 ips: 24.9937 images/s [10/23 20:52:34] ppdet.engine INFO: Epoch: [56] [580/610] learning_rate: 0.274105 loss_vfl: 0.917355 loss_bbox: 0.310602 loss_dfl: 0.192210 loss: 1.401833 eta: 3 days, 8:33:33 batch_cost: 1.8901 data_cost: 0.0011 ips: 25.3959 images/s [10/23 20:53:16] ppdet.engine INFO: Epoch: [56] [600/610] learning_rate: 0.274077 loss_vfl: 0.923482 loss_bbox: 0.334849 loss_dfl: 0.205802 loss: 1.452505 eta: 3 days, 8:32:52 batch_cost: 1.9281 data_cost: 0.0012 ips: 24.8946 images/s [10/23 20:53:49] ppdet.engine INFO: Epoch: [57] [ 0/610] learning_rate: 0.274062 loss_vfl: 0.927093 loss_bbox: 0.316246 loss_dfl: 0.203350 loss: 1.436791 eta: 3 days, 8:33:09 batch_cost: 2.3114 data_cost: 0.2984 ips: 20.7668 images/s [10/23 20:54:34] ppdet.engine INFO: Epoch: [57] [ 20/610] learning_rate: 0.274033 loss_vfl: 0.889398 loss_bbox: 0.280436 loss_dfl: 0.181192 loss: 1.354879 eta: 3 days, 8:32:33 batch_cost: 1.9970 data_cost: 0.0010 ips: 24.0358 images/s [10/23 20:55:17] ppdet.engine INFO: Epoch: [57] [ 40/610] learning_rate: 0.274004 loss_vfl: 0.874831 loss_bbox: 0.313647 loss_dfl: 0.203137 loss: 1.386954 eta: 3 days, 8:31:54 batch_cost: 1.9532 data_cost: 0.0010 ips: 24.5745 images/s [10/23 20:55:59] ppdet.engine INFO: Epoch: [57] [ 60/610] learning_rate: 0.273975 loss_vfl: 0.887858 loss_bbox: 0.328518 loss_dfl: 0.201658 loss: 1.420731 eta: 3 days, 8:31:11 batch_cost: 1.9191 data_cost: 0.0011 ips: 25.0114 images/s [10/23 20:56:42] ppdet.engine INFO: Epoch: [57] [ 80/610] learning_rate: 0.273946 loss_vfl: 0.917880 loss_bbox: 0.319326 loss_dfl: 0.204369 loss: 1.412817 eta: 3 days, 8:30:32 batch_cost: 1.9565 data_cost: 0.0010 ips: 24.5336 images/s [10/23 20:57:25] ppdet.engine INFO: Epoch: [57] [100/610] learning_rate: 0.273917 loss_vfl: 0.904184 loss_bbox: 0.290960 loss_dfl: 0.188715 loss: 1.387179 eta: 3 days, 8:29:53 batch_cost: 1.9582 data_cost: 0.0010 ips: 24.5125 images/s [10/23 20:58:09] ppdet.engine INFO: Epoch: [57] [120/610] learning_rate: 0.273888 loss_vfl: 0.910798 loss_bbox: 0.308283 loss_dfl: 0.197956 loss: 1.416108 eta: 3 days, 8:29:14 batch_cost: 1.9573 data_cost: 0.0011 ips: 24.5233 images/s [10/23 20:58:51] ppdet.engine INFO: Epoch: [57] [140/610] learning_rate: 0.273859 loss_vfl: 0.881179 loss_bbox: 0.328403 loss_dfl: 0.213938 loss: 1.415759 eta: 3 days, 8:28:32 batch_cost: 1.9188 data_cost: 0.0011 ips: 25.0155 images/s [10/23 20:59:34] ppdet.engine INFO: Epoch: [57] [160/610] learning_rate: 0.273830 loss_vfl: 0.918939 loss_bbox: 0.308667 loss_dfl: 0.200750 loss: 1.417885 eta: 3 days, 8:27:50 batch_cost: 1.9247 data_cost: 0.0010 ips: 24.9390 images/s [10/23 21:00:17] ppdet.engine INFO: Epoch: [57] [180/610] learning_rate: 0.273801 loss_vfl: 0.898776 loss_bbox: 0.312980 loss_dfl: 0.203157 loss: 1.400369 eta: 3 days, 8:27:10 batch_cost: 1.9497 data_cost: 0.0011 ips: 24.6192 images/s [10/23 21:01:01] ppdet.engine INFO: Epoch: [57] [200/610] learning_rate: 0.273772 loss_vfl: 0.892571 loss_bbox: 0.310764 loss_dfl: 0.199533 loss: 1.397679 eta: 3 days, 8:26:31 batch_cost: 1.9550 data_cost: 0.0011 ips: 24.5527 images/s [10/23 21:01:45] ppdet.engine INFO: Epoch: [57] [220/610] learning_rate: 0.273743 loss_vfl: 0.893544 loss_bbox: 0.302618 loss_dfl: 0.191349 loss: 1.417089 eta: 3 days, 8:25:53 batch_cost: 1.9686 data_cost: 0.0011 ips: 24.3827 images/s [10/23 21:02:28] ppdet.engine INFO: Epoch: [57] [240/610] learning_rate: 0.273714 loss_vfl: 0.903096 loss_bbox: 0.287751 loss_dfl: 0.192819 loss: 1.394205 eta: 3 days, 8:25:17 batch_cost: 1.9939 data_cost: 0.0011 ips: 24.0740 images/s [10/23 21:03:11] ppdet.engine INFO: Epoch: [57] [260/610] learning_rate: 0.273685 loss_vfl: 0.902825 loss_bbox: 0.296593 loss_dfl: 0.190840 loss: 1.401051 eta: 3 days, 8:24:32 batch_cost: 1.8910 data_cost: 0.0011 ips: 25.3833 images/s [10/23 21:03:55] ppdet.engine INFO: Epoch: [57] [280/610] learning_rate: 0.273655 loss_vfl: 0.907643 loss_bbox: 0.297324 loss_dfl: 0.189687 loss: 1.409040 eta: 3 days, 8:23:55 batch_cost: 1.9781 data_cost: 0.0011 ips: 24.2654 images/s [10/23 21:04:38] ppdet.engine INFO: Epoch: [57] [300/610] learning_rate: 0.273626 loss_vfl: 0.894226 loss_bbox: 0.311344 loss_dfl: 0.198237 loss: 1.402729 eta: 3 days, 8:23:17 batch_cost: 1.9639 data_cost: 0.0011 ips: 24.4407 images/s [10/23 21:05:21] ppdet.engine INFO: Epoch: [57] [320/610] learning_rate: 0.273597 loss_vfl: 0.895268 loss_bbox: 0.316506 loss_dfl: 0.204219 loss: 1.415624 eta: 3 days, 8:22:38 batch_cost: 1.9597 data_cost: 0.0010 ips: 24.4931 images/s [10/23 21:06:05] ppdet.engine INFO: Epoch: [57] [340/610] learning_rate: 0.273568 loss_vfl: 0.877640 loss_bbox: 0.311184 loss_dfl: 0.196075 loss: 1.398548 eta: 3 days, 8:21:59 batch_cost: 1.9625 data_cost: 0.0011 ips: 24.4583 images/s [10/23 21:06:48] ppdet.engine INFO: Epoch: [57] [360/610] learning_rate: 0.273539 loss_vfl: 0.899029 loss_bbox: 0.318427 loss_dfl: 0.201873 loss: 1.416172 eta: 3 days, 8:21:18 batch_cost: 1.9275 data_cost: 0.0010 ips: 24.9031 images/s [10/23 21:07:31] ppdet.engine INFO: Epoch: [57] [380/610] learning_rate: 0.273509 loss_vfl: 0.917640 loss_bbox: 0.303531 loss_dfl: 0.197581 loss: 1.442264 eta: 3 days, 8:20:35 batch_cost: 1.9138 data_cost: 0.0010 ips: 25.0811 images/s [10/23 21:08:14] ppdet.engine INFO: Epoch: [57] [400/610] learning_rate: 0.273480 loss_vfl: 0.921571 loss_bbox: 0.314496 loss_dfl: 0.197748 loss: 1.421636 eta: 3 days, 8:19:55 batch_cost: 1.9518 data_cost: 0.0010 ips: 24.5932 images/s [10/23 21:08:57] ppdet.engine INFO: Epoch: [57] [420/610] learning_rate: 0.273451 loss_vfl: 0.909301 loss_bbox: 0.339049 loss_dfl: 0.213340 loss: 1.440856 eta: 3 days, 8:19:13 batch_cost: 1.9210 data_cost: 0.0011 ips: 24.9864 images/s [10/23 21:09:39] ppdet.engine INFO: Epoch: [57] [440/610] learning_rate: 0.273422 loss_vfl: 0.912556 loss_bbox: 0.287833 loss_dfl: 0.191505 loss: 1.427339 eta: 3 days, 8:18:34 batch_cost: 1.9490 data_cost: 0.0010 ips: 24.6281 images/s [10/23 21:10:23] ppdet.engine INFO: Epoch: [57] [460/610] learning_rate: 0.273392 loss_vfl: 0.911484 loss_bbox: 0.314131 loss_dfl: 0.202113 loss: 1.411700 eta: 3 days, 8:17:56 batch_cost: 1.9725 data_cost: 0.0010 ips: 24.3351 images/s [10/23 21:11:06] ppdet.engine INFO: Epoch: [57] [480/610] learning_rate: 0.273363 loss_vfl: 0.900249 loss_bbox: 0.309878 loss_dfl: 0.194024 loss: 1.401510 eta: 3 days, 8:17:18 batch_cost: 1.9736 data_cost: 0.0010 ips: 24.3207 images/s [10/23 21:11:48] ppdet.engine INFO: Epoch: [57] [500/610] learning_rate: 0.273334 loss_vfl: 0.902554 loss_bbox: 0.303488 loss_dfl: 0.194172 loss: 1.412937 eta: 3 days, 8:16:36 batch_cost: 1.9158 data_cost: 0.0044 ips: 25.0549 images/s [10/23 21:12:31] ppdet.engine INFO: Epoch: [57] [520/610] learning_rate: 0.273305 loss_vfl: 0.896627 loss_bbox: 0.305576 loss_dfl: 0.198195 loss: 1.401750 eta: 3 days, 8:15:53 batch_cost: 1.9172 data_cost: 0.0011 ips: 25.0372 images/s [10/23 21:13:14] ppdet.engine INFO: Epoch: [57] [540/610] learning_rate: 0.273275 loss_vfl: 0.896177 loss_bbox: 0.287635 loss_dfl: 0.189575 loss: 1.378144 eta: 3 days, 8:15:11 batch_cost: 1.9160 data_cost: 0.0011 ips: 25.0523 images/s [10/23 21:13:57] ppdet.engine INFO: Epoch: [57] [560/610] learning_rate: 0.273246 loss_vfl: 0.887078 loss_bbox: 0.329676 loss_dfl: 0.202557 loss: 1.446024 eta: 3 days, 8:14:29 batch_cost: 1.9183 data_cost: 0.0011 ips: 25.0223 images/s [10/23 21:14:40] ppdet.engine INFO: Epoch: [57] [580/610] learning_rate: 0.273216 loss_vfl: 0.907990 loss_bbox: 0.310328 loss_dfl: 0.195005 loss: 1.412072 eta: 3 days, 8:13:45 batch_cost: 1.9022 data_cost: 0.0010 ips: 25.2334 images/s [10/23 21:15:21] ppdet.engine INFO: Epoch: [57] [600/610] learning_rate: 0.273187 loss_vfl: 0.896211 loss_bbox: 0.312918 loss_dfl: 0.201484 loss: 1.407936 eta: 3 days, 8:13:00 batch_cost: 1.8887 data_cost: 0.0011 ips: 25.4141 images/s [10/23 21:15:52] ppdet.engine INFO: Epoch: [58] [ 0/610] learning_rate: 0.273172 loss_vfl: 0.884290 loss_bbox: 0.323804 loss_dfl: 0.203948 loss: 1.413430 eta: 3 days, 8:13:11 batch_cost: 2.2412 data_cost: 0.2226 ips: 21.4175 images/s [10/23 21:16:39] ppdet.engine INFO: Epoch: [58] [ 20/610] learning_rate: 0.273143 loss_vfl: 0.900150 loss_bbox: 0.325685 loss_dfl: 0.206601 loss: 1.399091 eta: 3 days, 8:12:48 batch_cost: 2.1413 data_cost: 0.0011 ips: 22.4163 images/s [10/23 21:17:22] ppdet.engine INFO: Epoch: [58] [ 40/610] learning_rate: 0.273114 loss_vfl: 0.917134 loss_bbox: 0.298374 loss_dfl: 0.193339 loss: 1.402913 eta: 3 days, 8:12:07 batch_cost: 1.9424 data_cost: 0.0011 ips: 24.7116 images/s [10/23 21:18:04] ppdet.engine INFO: Epoch: [58] [ 60/610] learning_rate: 0.273084 loss_vfl: 0.921733 loss_bbox: 0.304118 loss_dfl: 0.196876 loss: 1.450863 eta: 3 days, 8:11:25 batch_cost: 1.9161 data_cost: 0.0011 ips: 25.0514 images/s [10/23 21:18:48] ppdet.engine INFO: Epoch: [58] [ 80/610] learning_rate: 0.273055 loss_vfl: 0.874514 loss_bbox: 0.308987 loss_dfl: 0.197310 loss: 1.409153 eta: 3 days, 8:10:47 batch_cost: 1.9699 data_cost: 0.0010 ips: 24.3673 images/s [10/23 21:19:32] ppdet.engine INFO: Epoch: [58] [100/610] learning_rate: 0.273025 loss_vfl: 0.886802 loss_bbox: 0.311887 loss_dfl: 0.195409 loss: 1.408103 eta: 3 days, 8:10:09 batch_cost: 1.9722 data_cost: 0.0011 ips: 24.3389 images/s [10/23 21:20:14] ppdet.engine INFO: Epoch: [58] [120/610] learning_rate: 0.272996 loss_vfl: 0.908762 loss_bbox: 0.308221 loss_dfl: 0.202147 loss: 1.426575 eta: 3 days, 8:09:28 batch_cost: 1.9358 data_cost: 0.0013 ips: 24.7959 images/s [10/23 21:20:57] ppdet.engine INFO: Epoch: [58] [140/610] learning_rate: 0.272966 loss_vfl: 0.893714 loss_bbox: 0.325333 loss_dfl: 0.203128 loss: 1.422415 eta: 3 days, 8:08:47 batch_cost: 1.9303 data_cost: 0.0010 ips: 24.8672 images/s [10/23 21:21:40] ppdet.engine INFO: Epoch: [58] [160/610] learning_rate: 0.272937 loss_vfl: 0.895866 loss_bbox: 0.296617 loss_dfl: 0.202789 loss: 1.395633 eta: 3 days, 8:08:08 batch_cost: 1.9557 data_cost: 0.0010 ips: 24.5431 images/s [10/23 21:22:23] ppdet.engine INFO: Epoch: [58] [180/610] learning_rate: 0.272907 loss_vfl: 0.907192 loss_bbox: 0.305443 loss_dfl: 0.189129 loss: 1.378563 eta: 3 days, 8:07:26 batch_cost: 1.9247 data_cost: 0.0011 ips: 24.9383 images/s [10/23 21:23:06] ppdet.engine INFO: Epoch: [58] [200/610] learning_rate: 0.272878 loss_vfl: 0.884791 loss_bbox: 0.323439 loss_dfl: 0.203598 loss: 1.401611 eta: 3 days, 8:06:49 batch_cost: 1.9872 data_cost: 0.0011 ips: 24.1549 images/s [10/23 21:23:49] ppdet.engine INFO: Epoch: [58] [220/610] learning_rate: 0.272848 loss_vfl: 0.875686 loss_bbox: 0.329157 loss_dfl: 0.202822 loss: 1.394717 eta: 3 days, 8:06:08 batch_cost: 1.9344 data_cost: 0.0011 ips: 24.8143 images/s [10/23 21:24:33] ppdet.engine INFO: Epoch: [58] [240/610] learning_rate: 0.272819 loss_vfl: 0.899863 loss_bbox: 0.299509 loss_dfl: 0.185494 loss: 1.395337 eta: 3 days, 8:05:27 batch_cost: 1.9281 data_cost: 0.0011 ips: 24.8944 images/s [10/23 21:25:17] ppdet.engine INFO: Epoch: [58] [260/610] learning_rate: 0.272789 loss_vfl: 0.879337 loss_bbox: 0.344131 loss_dfl: 0.215651 loss: 1.441122 eta: 3 days, 8:04:52 batch_cost: 2.0069 data_cost: 0.0011 ips: 23.9174 images/s [10/23 21:26:01] ppdet.engine INFO: Epoch: [58] [280/610] learning_rate: 0.272759 loss_vfl: 0.885021 loss_bbox: 0.279128 loss_dfl: 0.181949 loss: 1.347065 eta: 3 days, 8:04:13 batch_cost: 1.9524 data_cost: 0.0011 ips: 24.5850 images/s [10/23 21:26:44] ppdet.engine INFO: Epoch: [58] [300/610] learning_rate: 0.272730 loss_vfl: 0.906058 loss_bbox: 0.318990 loss_dfl: 0.200471 loss: 1.422250 eta: 3 days, 8:03:32 batch_cost: 1.9446 data_cost: 0.0011 ips: 24.6836 images/s [10/23 21:27:27] ppdet.engine INFO: Epoch: [58] [320/610] learning_rate: 0.272700 loss_vfl: 0.888377 loss_bbox: 0.315368 loss_dfl: 0.201885 loss: 1.429377 eta: 3 days, 8:02:51 batch_cost: 1.9302 data_cost: 0.0010 ips: 24.8681 images/s [10/23 21:28:10] ppdet.engine INFO: Epoch: [58] [340/610] learning_rate: 0.272671 loss_vfl: 0.896015 loss_bbox: 0.299309 loss_dfl: 0.194896 loss: 1.395733 eta: 3 days, 8:02:14 batch_cost: 1.9743 data_cost: 0.0010 ips: 24.3121 images/s [10/23 21:28:54] ppdet.engine INFO: Epoch: [58] [360/610] learning_rate: 0.272641 loss_vfl: 0.883974 loss_bbox: 0.317857 loss_dfl: 0.202504 loss: 1.416512 eta: 3 days, 8:01:37 batch_cost: 1.9853 data_cost: 0.0010 ips: 24.1780 images/s [10/23 21:29:38] ppdet.engine INFO: Epoch: [58] [380/610] learning_rate: 0.272611 loss_vfl: 0.918103 loss_bbox: 0.313352 loss_dfl: 0.195983 loss: 1.418215 eta: 3 days, 8:01:01 batch_cost: 1.9932 data_cost: 0.0010 ips: 24.0825 images/s [10/23 21:30:22] ppdet.engine INFO: Epoch: [58] [400/610] learning_rate: 0.272582 loss_vfl: 0.894299 loss_bbox: 0.319022 loss_dfl: 0.199000 loss: 1.414539 eta: 3 days, 8:00:26 batch_cost: 2.0047 data_cost: 0.0010 ips: 23.9436 images/s [10/23 21:31:05] ppdet.engine INFO: Epoch: [58] [420/610] learning_rate: 0.272552 loss_vfl: 0.893366 loss_bbox: 0.306631 loss_dfl: 0.190212 loss: 1.401577 eta: 3 days, 7:59:47 batch_cost: 1.9624 data_cost: 0.0011 ips: 24.4599 images/s [10/23 21:31:48] ppdet.engine INFO: Epoch: [58] [440/610] learning_rate: 0.272522 loss_vfl: 0.903567 loss_bbox: 0.322205 loss_dfl: 0.207365 loss: 1.418878 eta: 3 days, 7:59:10 batch_cost: 1.9858 data_cost: 0.0011 ips: 24.1716 images/s [10/23 21:32:31] ppdet.engine INFO: Epoch: [58] [460/610] learning_rate: 0.272493 loss_vfl: 0.892621 loss_bbox: 0.310302 loss_dfl: 0.196259 loss: 1.415904 eta: 3 days, 7:58:30 batch_cost: 1.9464 data_cost: 0.0011 ips: 24.6615 images/s [10/23 21:33:15] ppdet.engine INFO: Epoch: [58] [480/610] learning_rate: 0.272463 loss_vfl: 0.875726 loss_bbox: 0.331916 loss_dfl: 0.200795 loss: 1.383376 eta: 3 days, 7:57:52 batch_cost: 1.9702 data_cost: 0.0010 ips: 24.3633 images/s [10/23 21:33:58] ppdet.engine INFO: Epoch: [58] [500/610] learning_rate: 0.272433 loss_vfl: 0.896770 loss_bbox: 0.307198 loss_dfl: 0.182063 loss: 1.395863 eta: 3 days, 7:57:12 batch_cost: 1.9449 data_cost: 0.0010 ips: 24.6798 images/s [10/23 21:34:42] ppdet.engine INFO: Epoch: [58] [520/610] learning_rate: 0.272403 loss_vfl: 0.913128 loss_bbox: 0.323332 loss_dfl: 0.202192 loss: 1.447165 eta: 3 days, 7:56:36 batch_cost: 1.9925 data_cost: 0.0010 ips: 24.0907 images/s [10/23 21:35:25] ppdet.engine INFO: Epoch: [58] [540/610] learning_rate: 0.272373 loss_vfl: 0.902623 loss_bbox: 0.314178 loss_dfl: 0.199132 loss: 1.435084 eta: 3 days, 7:55:56 batch_cost: 1.9435 data_cost: 0.0010 ips: 24.6975 images/s [10/23 21:36:09] ppdet.engine INFO: Epoch: [58] [560/610] learning_rate: 0.272344 loss_vfl: 0.903225 loss_bbox: 0.312737 loss_dfl: 0.197539 loss: 1.415815 eta: 3 days, 7:55:18 batch_cost: 1.9786 data_cost: 0.0010 ips: 24.2601 images/s [10/23 21:36:53] ppdet.engine INFO: Epoch: [58] [580/610] learning_rate: 0.272314 loss_vfl: 0.913732 loss_bbox: 0.330475 loss_dfl: 0.207821 loss: 1.441313 eta: 3 days, 7:54:41 batch_cost: 1.9774 data_cost: 0.0010 ips: 24.2742 images/s [10/23 21:37:35] ppdet.engine INFO: Epoch: [58] [600/610] learning_rate: 0.272284 loss_vfl: 0.900548 loss_bbox: 0.332145 loss_dfl: 0.200995 loss: 1.415259 eta: 3 days, 7:53:57 batch_cost: 1.9004 data_cost: 0.0011 ips: 25.2578 images/s [10/23 21:38:08] ppdet.engine INFO: Epoch: [59] [ 0/610] learning_rate: 0.272269 loss_vfl: 0.909188 loss_bbox: 0.333307 loss_dfl: 0.201658 loss: 1.423154 eta: 3 days, 7:54:15 batch_cost: 2.3621 data_cost: 0.2842 ips: 20.3205 images/s [10/23 21:38:53] ppdet.engine INFO: Epoch: [59] [ 20/610] learning_rate: 0.272239 loss_vfl: 0.885633 loss_bbox: 0.303286 loss_dfl: 0.199186 loss: 1.401605 eta: 3 days, 7:53:42 batch_cost: 2.0257 data_cost: 0.0012 ips: 23.6951 images/s [10/23 21:39:37] ppdet.engine INFO: Epoch: [59] [ 40/610] learning_rate: 0.272209 loss_vfl: 0.907817 loss_bbox: 0.314975 loss_dfl: 0.198479 loss: 1.414983 eta: 3 days, 7:53:06 batch_cost: 2.0013 data_cost: 0.0012 ips: 23.9846 images/s [10/23 21:40:21] ppdet.engine INFO: Epoch: [59] [ 60/610] learning_rate: 0.272180 loss_vfl: 0.870358 loss_bbox: 0.306578 loss_dfl: 0.199807 loss: 1.400166 eta: 3 days, 7:52:27 batch_cost: 1.9592 data_cost: 0.0011 ips: 24.4997 images/s [10/23 21:41:05] ppdet.engine INFO: Epoch: [59] [ 80/610] learning_rate: 0.272150 loss_vfl: 0.906375 loss_bbox: 0.313463 loss_dfl: 0.194186 loss: 1.415635 eta: 3 days, 7:51:51 batch_cost: 1.9908 data_cost: 0.0012 ips: 24.1110 images/s [10/23 21:41:49] ppdet.engine INFO: Epoch: [59] [100/610] learning_rate: 0.272120 loss_vfl: 0.906741 loss_bbox: 0.295437 loss_dfl: 0.186289 loss: 1.378927 eta: 3 days, 7:51:13 batch_cost: 1.9764 data_cost: 0.0011 ips: 24.2867 images/s [10/23 21:42:32] ppdet.engine INFO: Epoch: [59] [120/610] learning_rate: 0.272090 loss_vfl: 0.892425 loss_bbox: 0.312938 loss_dfl: 0.200543 loss: 1.402544 eta: 3 days, 7:50:33 batch_cost: 1.9410 data_cost: 0.0011 ips: 24.7300 images/s [10/23 21:43:15] ppdet.engine INFO: Epoch: [59] [140/610] learning_rate: 0.272060 loss_vfl: 0.898106 loss_bbox: 0.291802 loss_dfl: 0.194062 loss: 1.418661 eta: 3 days, 7:49:49 batch_cost: 1.8961 data_cost: 0.0011 ips: 25.3151 images/s [10/23 21:43:58] ppdet.engine INFO: Epoch: [59] [160/610] learning_rate: 0.272030 loss_vfl: 0.898874 loss_bbox: 0.305685 loss_dfl: 0.194527 loss: 1.392052 eta: 3 days, 7:49:06 batch_cost: 1.9098 data_cost: 0.0011 ips: 25.1331 images/s [10/23 21:44:40] ppdet.engine INFO: Epoch: [59] [180/610] learning_rate: 0.272000 loss_vfl: 0.877006 loss_bbox: 0.317862 loss_dfl: 0.197563 loss: 1.422916 eta: 3 days, 7:48:23 batch_cost: 1.9154 data_cost: 0.0011 ips: 25.0603 images/s [10/23 21:45:23] ppdet.engine INFO: Epoch: [59] [200/610] learning_rate: 0.271970 loss_vfl: 0.883464 loss_bbox: 0.323379 loss_dfl: 0.196874 loss: 1.396111 eta: 3 days, 7:47:42 batch_cost: 1.9268 data_cost: 0.0011 ips: 24.9119 images/s [10/23 21:46:06] ppdet.engine INFO: Epoch: [59] [220/610] learning_rate: 0.271940 loss_vfl: 0.920929 loss_bbox: 0.322104 loss_dfl: 0.197249 loss: 1.440330 eta: 3 days, 7:47:01 batch_cost: 1.9321 data_cost: 0.0010 ips: 24.8433 images/s [10/23 21:46:50] ppdet.engine INFO: Epoch: [59] [240/610] learning_rate: 0.271910 loss_vfl: 0.875990 loss_bbox: 0.322294 loss_dfl: 0.204892 loss: 1.396342 eta: 3 days, 7:46:27 batch_cost: 2.0193 data_cost: 0.0010 ips: 23.7702 images/s [10/23 21:47:33] ppdet.engine INFO: Epoch: [59] [260/610] learning_rate: 0.271880 loss_vfl: 0.883715 loss_bbox: 0.333102 loss_dfl: 0.209853 loss: 1.430982 eta: 3 days, 7:45:47 batch_cost: 1.9507 data_cost: 0.0011 ips: 24.6063 images/s [10/23 21:48:17] ppdet.engine INFO: Epoch: [59] [280/610] learning_rate: 0.271850 loss_vfl: 0.902272 loss_bbox: 0.308551 loss_dfl: 0.198352 loss: 1.409419 eta: 3 days, 7:45:09 batch_cost: 1.9748 data_cost: 0.0011 ips: 24.3065 images/s [10/23 21:49:00] ppdet.engine INFO: Epoch: [59] [300/610] learning_rate: 0.271820 loss_vfl: 0.899080 loss_bbox: 0.311786 loss_dfl: 0.192839 loss: 1.408998 eta: 3 days, 7:44:31 batch_cost: 1.9682 data_cost: 0.0011 ips: 24.3880 images/s [10/23 21:49:43] ppdet.engine INFO: Epoch: [59] [320/610] learning_rate: 0.271790 loss_vfl: 0.907269 loss_bbox: 0.305574 loss_dfl: 0.195128 loss: 1.400332 eta: 3 days, 7:43:51 batch_cost: 1.9429 data_cost: 0.0011 ips: 24.7055 images/s [10/23 21:50:25] ppdet.engine INFO: Epoch: [59] [340/610] learning_rate: 0.271760 loss_vfl: 0.906305 loss_bbox: 0.330077 loss_dfl: 0.207209 loss: 1.430547 eta: 3 days, 7:43:10 batch_cost: 1.9396 data_cost: 0.0010 ips: 24.7468 images/s [10/23 21:51:08] ppdet.engine INFO: Epoch: [59] [360/610] learning_rate: 0.271730 loss_vfl: 0.908082 loss_bbox: 0.312535 loss_dfl: 0.198177 loss: 1.405863 eta: 3 days, 7:42:29 batch_cost: 1.9292 data_cost: 0.0011 ips: 24.8804 images/s [10/23 21:51:52] ppdet.engine INFO: Epoch: [59] [380/610] learning_rate: 0.271700 loss_vfl: 0.876163 loss_bbox: 0.308583 loss_dfl: 0.201055 loss: 1.393379 eta: 3 days, 7:41:53 batch_cost: 1.9933 data_cost: 0.0011 ips: 24.0810 images/s [10/23 21:52:35] ppdet.engine INFO: Epoch: [59] [400/610] learning_rate: 0.271670 loss_vfl: 0.868826 loss_bbox: 0.316912 loss_dfl: 0.198436 loss: 1.406612 eta: 3 days, 7:41:13 batch_cost: 1.9476 data_cost: 0.0010 ips: 24.6454 images/s [10/23 21:53:19] ppdet.engine INFO: Epoch: [59] [420/610] learning_rate: 0.271639 loss_vfl: 0.899474 loss_bbox: 0.305542 loss_dfl: 0.201798 loss: 1.412158 eta: 3 days, 7:40:34 batch_cost: 1.9569 data_cost: 0.0011 ips: 24.5283 images/s [10/23 21:54:01] ppdet.engine INFO: Epoch: [59] [440/610] learning_rate: 0.271609 loss_vfl: 0.898213 loss_bbox: 0.306539 loss_dfl: 0.195461 loss: 1.412542 eta: 3 days, 7:39:52 batch_cost: 1.9259 data_cost: 0.0011 ips: 24.9229 images/s [10/23 21:54:44] ppdet.engine INFO: Epoch: [59] [460/610] learning_rate: 0.271579 loss_vfl: 0.893151 loss_bbox: 0.310903 loss_dfl: 0.195684 loss: 1.375606 eta: 3 days, 7:39:10 batch_cost: 1.9213 data_cost: 0.0017 ips: 24.9831 images/s [10/23 21:55:28] ppdet.engine INFO: Epoch: [59] [480/610] learning_rate: 0.271549 loss_vfl: 0.920075 loss_bbox: 0.324255 loss_dfl: 0.195219 loss: 1.427130 eta: 3 days, 7:38:32 batch_cost: 1.9665 data_cost: 0.0011 ips: 24.4083 images/s [10/23 21:56:11] ppdet.engine INFO: Epoch: [59] [500/610] learning_rate: 0.271519 loss_vfl: 0.909296 loss_bbox: 0.291251 loss_dfl: 0.189679 loss: 1.411400 eta: 3 days, 7:37:53 batch_cost: 1.9556 data_cost: 0.0011 ips: 24.5447 images/s [10/23 21:56:55] ppdet.engine INFO: Epoch: [59] [520/610] learning_rate: 0.271489 loss_vfl: 0.899161 loss_bbox: 0.314537 loss_dfl: 0.201247 loss: 1.405951 eta: 3 days, 7:37:15 batch_cost: 1.9773 data_cost: 0.0011 ips: 24.2760 images/s [10/23 21:57:38] ppdet.engine INFO: Epoch: [59] [540/610] learning_rate: 0.271458 loss_vfl: 0.908754 loss_bbox: 0.316084 loss_dfl: 0.193884 loss: 1.386902 eta: 3 days, 7:36:38 batch_cost: 1.9763 data_cost: 0.0010 ips: 24.2883 images/s [10/23 21:58:22] ppdet.engine INFO: Epoch: [59] [560/610] learning_rate: 0.271428 loss_vfl: 0.935748 loss_bbox: 0.308534 loss_dfl: 0.200935 loss: 1.428927 eta: 3 days, 7:35:58 batch_cost: 1.9490 data_cost: 0.0010 ips: 24.6274 images/s [10/23 21:59:05] ppdet.engine INFO: Epoch: [59] [580/610] learning_rate: 0.271398 loss_vfl: 0.914176 loss_bbox: 0.312502 loss_dfl: 0.199834 loss: 1.418676 eta: 3 days, 7:35:16 batch_cost: 1.9237 data_cost: 0.0011 ips: 24.9514 images/s [10/23 21:59:47] ppdet.engine INFO: Epoch: [59] [600/610] learning_rate: 0.271368 loss_vfl: 0.892494 loss_bbox: 0.309506 loss_dfl: 0.200619 loss: 1.418069 eta: 3 days, 7:34:36 batch_cost: 1.9423 data_cost: 0.0011 ips: 24.7126 images/s [10/23 22:00:08] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/23 22:00:09] ppdet.engine INFO: Eval iter: 0 [10/23 22:00:40] ppdet.engine INFO: Eval iter: 100 [10/23 22:01:03] ppdet.engine INFO: Eval iter: 200 [10/23 22:01:26] ppdet.engine INFO: Eval iter: 300 [10/23 22:01:49] ppdet.engine INFO: Eval iter: 400 [10/23 22:02:13] ppdet.engine INFO: Eval iter: 500 [10/23 22:02:36] ppdet.engine INFO: Eval iter: 600 [10/23 22:02:55] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.93s) creating index... index created! [10/23 22:02:56] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.68s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=98.40s). Accumulating evaluation results... DONE (t=17.09s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.329 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.481 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.347 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.126 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.350 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.537 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 ] = 0.459 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.488 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.214 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.729 [10/23 22:04:58] ppdet.engine INFO: Total sample number: 4952, averge FPS: 32.36755486316471 [10/23 22:04:58] ppdet.engine INFO: Best test bbox ap is 0.329. [10/23 22:04:58] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/23 22:05:00] ppdet.engine INFO: Epoch: [60] [ 0/610] learning_rate: 0.271353 loss_vfl: 0.895513 loss_bbox: 0.318284 loss_dfl: 0.206999 loss: 1.436303 eta: 3 days, 7:34:09 batch_cost: 1.8315 data_cost: 0.0011 ips: 26.2078 images/s [10/23 22:05:45] ppdet.engine INFO: Epoch: [60] [ 20/610] learning_rate: 0.271322 loss_vfl: 0.907347 loss_bbox: 0.299310 loss_dfl: 0.191270 loss: 1.419116 eta: 3 days, 7:33:38 batch_cost: 2.0572 data_cost: 0.0011 ips: 23.3331 images/s [10/23 22:06:29] ppdet.engine INFO: Epoch: [60] [ 40/610] learning_rate: 0.271292 loss_vfl: 0.900896 loss_bbox: 0.316991 loss_dfl: 0.197827 loss: 1.416477 eta: 3 days, 7:33:03 batch_cost: 2.0181 data_cost: 0.0011 ips: 23.7842 images/s [10/23 22:07:13] ppdet.engine INFO: Epoch: [60] [ 60/610] learning_rate: 0.271262 loss_vfl: 0.908579 loss_bbox: 0.286789 loss_dfl: 0.181759 loss: 1.369647 eta: 3 days, 7:32:26 batch_cost: 1.9790 data_cost: 0.0011 ips: 24.2552 images/s [10/23 22:07:57] ppdet.engine INFO: Epoch: [60] [ 80/610] learning_rate: 0.271231 loss_vfl: 0.904316 loss_bbox: 0.307364 loss_dfl: 0.195250 loss: 1.424718 eta: 3 days, 7:31:50 batch_cost: 1.9888 data_cost: 0.0010 ips: 24.1346 images/s [10/23 22:08:40] ppdet.engine INFO: Epoch: [60] [100/610] learning_rate: 0.271201 loss_vfl: 0.898867 loss_bbox: 0.298326 loss_dfl: 0.193553 loss: 1.400559 eta: 3 days, 7:31:08 batch_cost: 1.9249 data_cost: 0.0011 ips: 24.9359 images/s [10/23 22:09:23] ppdet.engine INFO: Epoch: [60] [120/610] learning_rate: 0.271171 loss_vfl: 0.902809 loss_bbox: 0.317550 loss_dfl: 0.204185 loss: 1.425206 eta: 3 days, 7:30:26 batch_cost: 1.9254 data_cost: 0.0011 ips: 24.9294 images/s [10/23 22:10:06] ppdet.engine INFO: Epoch: [60] [140/610] learning_rate: 0.271140 loss_vfl: 0.924780 loss_bbox: 0.315930 loss_dfl: 0.195260 loss: 1.440830 eta: 3 days, 7:29:49 batch_cost: 1.9825 data_cost: 0.0010 ips: 24.2115 images/s [10/23 22:10:49] ppdet.engine INFO: Epoch: [60] [160/610] learning_rate: 0.271110 loss_vfl: 0.891170 loss_bbox: 0.312951 loss_dfl: 0.200354 loss: 1.410084 eta: 3 days, 7:29:10 batch_cost: 1.9555 data_cost: 0.0010 ips: 24.5456 images/s [10/23 22:11:33] ppdet.engine INFO: Epoch: [60] [180/610] learning_rate: 0.271080 loss_vfl: 0.930321 loss_bbox: 0.302867 loss_dfl: 0.199523 loss: 1.428671 eta: 3 days, 7:28:34 batch_cost: 1.9941 data_cost: 0.0011 ips: 24.0707 images/s [10/23 22:12:16] ppdet.engine INFO: Epoch: [60] [200/610] learning_rate: 0.271049 loss_vfl: 0.913812 loss_bbox: 0.320347 loss_dfl: 0.199902 loss: 1.416156 eta: 3 days, 7:27:55 batch_cost: 1.9600 data_cost: 0.0011 ips: 24.4903 images/s [10/23 22:12:59] ppdet.engine INFO: Epoch: [60] [220/610] learning_rate: 0.271019 loss_vfl: 0.899607 loss_bbox: 0.321795 loss_dfl: 0.199721 loss: 1.409167 eta: 3 days, 7:27:14 batch_cost: 1.9303 data_cost: 0.0042 ips: 24.8665 images/s [10/23 22:13:43] ppdet.engine INFO: Epoch: [60] [240/610] learning_rate: 0.270988 loss_vfl: 0.925755 loss_bbox: 0.303424 loss_dfl: 0.190364 loss: 1.409402 eta: 3 days, 7:26:37 batch_cost: 1.9915 data_cost: 0.0010 ips: 24.1029 images/s [10/23 22:14:26] ppdet.engine INFO: Epoch: [60] [260/610] learning_rate: 0.270958 loss_vfl: 0.873968 loss_bbox: 0.308918 loss_dfl: 0.199864 loss: 1.392285 eta: 3 days, 7:25:57 batch_cost: 1.9361 data_cost: 0.0011 ips: 24.7919 images/s [10/23 22:15:10] ppdet.engine INFO: Epoch: [60] [280/610] learning_rate: 0.270927 loss_vfl: 0.888128 loss_bbox: 0.307943 loss_dfl: 0.196535 loss: 1.394392 eta: 3 days, 7:25:18 batch_cost: 1.9614 data_cost: 0.0010 ips: 24.4723 images/s [10/23 22:15:53] ppdet.engine INFO: Epoch: [60] [300/610] learning_rate: 0.270897 loss_vfl: 0.907535 loss_bbox: 0.309129 loss_dfl: 0.195734 loss: 1.406331 eta: 3 days, 7:24:38 batch_cost: 1.9518 data_cost: 0.0011 ips: 24.5931 images/s [10/23 22:16:36] ppdet.engine INFO: Epoch: [60] [320/610] learning_rate: 0.270866 loss_vfl: 0.884760 loss_bbox: 0.300132 loss_dfl: 0.200346 loss: 1.386113 eta: 3 days, 7:23:59 batch_cost: 1.9525 data_cost: 0.0010 ips: 24.5835 images/s [10/23 22:17:19] ppdet.engine INFO: Epoch: [60] [340/610] learning_rate: 0.270836 loss_vfl: 0.873143 loss_bbox: 0.319243 loss_dfl: 0.201487 loss: 1.421798 eta: 3 days, 7:23:20 batch_cost: 1.9640 data_cost: 0.0010 ips: 24.4405 images/s [10/23 22:18:03] ppdet.engine INFO: Epoch: [60] [360/610] learning_rate: 0.270805 loss_vfl: 0.899735 loss_bbox: 0.315088 loss_dfl: 0.196692 loss: 1.420383 eta: 3 days, 7:22:42 batch_cost: 1.9677 data_cost: 0.0011 ips: 24.3944 images/s [10/23 22:18:47] ppdet.engine INFO: Epoch: [60] [380/610] learning_rate: 0.270775 loss_vfl: 0.904278 loss_bbox: 0.307167 loss_dfl: 0.198868 loss: 1.421139 eta: 3 days, 7:22:07 batch_cost: 2.0039 data_cost: 0.0011 ips: 23.9529 images/s [10/23 22:19:32] ppdet.engine INFO: Epoch: [60] [400/610] learning_rate: 0.270744 loss_vfl: 0.913727 loss_bbox: 0.331686 loss_dfl: 0.202233 loss: 1.449525 eta: 3 days, 7:21:31 batch_cost: 1.9973 data_cost: 0.0011 ips: 24.0321 images/s [10/23 22:20:16] ppdet.engine INFO: Epoch: [60] [420/610] learning_rate: 0.270714 loss_vfl: 0.913551 loss_bbox: 0.307474 loss_dfl: 0.191423 loss: 1.426393 eta: 3 days, 7:20:54 batch_cost: 1.9933 data_cost: 0.0010 ips: 24.0804 images/s [10/23 22:20:58] ppdet.engine INFO: Epoch: [60] [440/610] learning_rate: 0.270683 loss_vfl: 0.902161 loss_bbox: 0.313449 loss_dfl: 0.203316 loss: 1.430207 eta: 3 days, 7:20:12 batch_cost: 1.9184 data_cost: 0.0011 ips: 25.0207 images/s [10/23 22:21:41] ppdet.engine INFO: Epoch: [60] [460/610] learning_rate: 0.270653 loss_vfl: 0.892077 loss_bbox: 0.299234 loss_dfl: 0.191109 loss: 1.376167 eta: 3 days, 7:19:31 batch_cost: 1.9339 data_cost: 0.0010 ips: 24.8197 images/s [10/23 22:22:25] ppdet.engine INFO: Epoch: [60] [480/610] learning_rate: 0.270622 loss_vfl: 0.915730 loss_bbox: 0.303911 loss_dfl: 0.188202 loss: 1.394201 eta: 3 days, 7:18:54 batch_cost: 1.9768 data_cost: 0.0011 ips: 24.2816 images/s [10/23 22:23:08] ppdet.engine INFO: Epoch: [60] [500/610] learning_rate: 0.270591 loss_vfl: 0.892490 loss_bbox: 0.329265 loss_dfl: 0.204989 loss: 1.424525 eta: 3 days, 7:18:16 batch_cost: 1.9697 data_cost: 0.0010 ips: 24.3689 images/s [10/23 22:23:52] ppdet.engine INFO: Epoch: [60] [520/610] learning_rate: 0.270561 loss_vfl: 0.904290 loss_bbox: 0.320233 loss_dfl: 0.201531 loss: 1.406984 eta: 3 days, 7:17:39 batch_cost: 1.9841 data_cost: 0.0011 ips: 24.1925 images/s [10/23 22:24:35] ppdet.engine INFO: Epoch: [60] [540/610] learning_rate: 0.270530 loss_vfl: 0.899057 loss_bbox: 0.318687 loss_dfl: 0.204730 loss: 1.403630 eta: 3 days, 7:16:57 batch_cost: 1.9264 data_cost: 0.0010 ips: 24.9170 images/s [10/23 22:25:18] ppdet.engine INFO: Epoch: [60] [560/610] learning_rate: 0.270499 loss_vfl: 0.898003 loss_bbox: 0.297909 loss_dfl: 0.193450 loss: 1.399350 eta: 3 days, 7:16:17 batch_cost: 1.9446 data_cost: 0.0011 ips: 24.6834 images/s [10/23 22:26:01] ppdet.engine INFO: Epoch: [60] [580/610] learning_rate: 0.270469 loss_vfl: 0.911384 loss_bbox: 0.306892 loss_dfl: 0.200441 loss: 1.428441 eta: 3 days, 7:15:34 batch_cost: 1.9103 data_cost: 0.0010 ips: 25.1272 images/s [10/23 22:26:43] ppdet.engine INFO: Epoch: [60] [600/610] learning_rate: 0.270438 loss_vfl: 0.887193 loss_bbox: 0.294409 loss_dfl: 0.195761 loss: 1.396166 eta: 3 days, 7:14:51 batch_cost: 1.9056 data_cost: 0.0011 ips: 25.1894 images/s [10/23 22:27:17] ppdet.engine INFO: Epoch: [61] [ 0/610] learning_rate: 0.270423 loss_vfl: 0.887193 loss_bbox: 0.305927 loss_dfl: 0.195646 loss: 1.403930 eta: 3 days, 7:15:11 batch_cost: 2.4058 data_cost: 0.3192 ips: 19.9522 images/s [10/23 22:28:02] ppdet.engine INFO: Epoch: [61] [ 20/610] learning_rate: 0.270392 loss_vfl: 0.891906 loss_bbox: 0.290662 loss_dfl: 0.192559 loss: 1.390843 eta: 3 days, 7:14:38 batch_cost: 2.0365 data_cost: 0.0013 ips: 23.5699 images/s [10/23 22:28:45] ppdet.engine INFO: Epoch: [61] [ 40/610] learning_rate: 0.270361 loss_vfl: 0.872941 loss_bbox: 0.316117 loss_dfl: 0.200303 loss: 1.410973 eta: 3 days, 7:13:58 batch_cost: 1.9376 data_cost: 0.0011 ips: 24.7726 images/s [10/23 22:29:28] ppdet.engine INFO: Epoch: [61] [ 60/610] learning_rate: 0.270330 loss_vfl: 0.913415 loss_bbox: 0.314913 loss_dfl: 0.197401 loss: 1.427649 eta: 3 days, 7:13:19 batch_cost: 1.9590 data_cost: 0.0011 ips: 24.5024 images/s [10/23 22:30:11] ppdet.engine INFO: Epoch: [61] [ 80/610] learning_rate: 0.270300 loss_vfl: 0.881296 loss_bbox: 0.299469 loss_dfl: 0.196397 loss: 1.363429 eta: 3 days, 7:12:38 batch_cost: 1.9412 data_cost: 0.0011 ips: 24.7267 images/s [10/23 22:30:54] ppdet.engine INFO: Epoch: [61] [100/610] learning_rate: 0.270269 loss_vfl: 0.889857 loss_bbox: 0.308233 loss_dfl: 0.192115 loss: 1.388253 eta: 3 days, 7:11:57 batch_cost: 1.9286 data_cost: 0.0010 ips: 24.8886 images/s [10/23 22:31:37] ppdet.engine INFO: Epoch: [61] [120/610] learning_rate: 0.270238 loss_vfl: 0.884499 loss_bbox: 0.317614 loss_dfl: 0.198764 loss: 1.415666 eta: 3 days, 7:11:18 batch_cost: 1.9677 data_cost: 0.0010 ips: 24.3942 images/s [10/23 22:32:20] ppdet.engine INFO: Epoch: [61] [140/610] learning_rate: 0.270207 loss_vfl: 0.885206 loss_bbox: 0.321563 loss_dfl: 0.202449 loss: 1.406546 eta: 3 days, 7:10:37 batch_cost: 1.9232 data_cost: 0.0011 ips: 24.9579 images/s [10/23 22:33:03] ppdet.engine INFO: Epoch: [61] [160/610] learning_rate: 0.270177 loss_vfl: 0.883883 loss_bbox: 0.297275 loss_dfl: 0.188959 loss: 1.373434 eta: 3 days, 7:09:59 batch_cost: 1.9693 data_cost: 0.0011 ips: 24.3737 images/s [10/23 22:33:46] ppdet.engine INFO: Epoch: [61] [180/610] learning_rate: 0.270146 loss_vfl: 0.892169 loss_bbox: 0.315841 loss_dfl: 0.198214 loss: 1.394234 eta: 3 days, 7:09:21 batch_cost: 1.9745 data_cost: 0.0012 ips: 24.3102 images/s [10/23 22:34:29] ppdet.engine INFO: Epoch: [61] [200/610] learning_rate: 0.270115 loss_vfl: 0.888193 loss_bbox: 0.317411 loss_dfl: 0.200721 loss: 1.398308 eta: 3 days, 7:08:38 batch_cost: 1.9121 data_cost: 0.0011 ips: 25.1037 images/s [10/23 22:35:12] ppdet.engine INFO: Epoch: [61] [220/610] learning_rate: 0.270084 loss_vfl: 0.882361 loss_bbox: 0.324345 loss_dfl: 0.201694 loss: 1.407403 eta: 3 days, 7:08:00 batch_cost: 1.9678 data_cost: 0.0011 ips: 24.3926 images/s [10/23 22:35:56] ppdet.engine INFO: Epoch: [61] [240/610] learning_rate: 0.270053 loss_vfl: 0.882798 loss_bbox: 0.289418 loss_dfl: 0.188929 loss: 1.387450 eta: 3 days, 7:07:21 batch_cost: 1.9555 data_cost: 0.0012 ips: 24.5465 images/s [10/23 22:36:40] ppdet.engine INFO: Epoch: [61] [260/610] learning_rate: 0.270022 loss_vfl: 0.899950 loss_bbox: 0.296442 loss_dfl: 0.195993 loss: 1.389814 eta: 3 days, 7:06:41 batch_cost: 1.9559 data_cost: 0.0011 ips: 24.5417 images/s [10/23 22:37:23] ppdet.engine INFO: Epoch: [61] [280/610] learning_rate: 0.269991 loss_vfl: 0.907768 loss_bbox: 0.322888 loss_dfl: 0.193398 loss: 1.420801 eta: 3 days, 7:06:03 batch_cost: 1.9703 data_cost: 0.0011 ips: 24.3619 images/s [10/23 22:38:07] ppdet.engine INFO: Epoch: [61] [300/610] learning_rate: 0.269960 loss_vfl: 0.890687 loss_bbox: 0.303190 loss_dfl: 0.195224 loss: 1.373886 eta: 3 days, 7:05:26 batch_cost: 1.9870 data_cost: 0.0011 ips: 24.1574 images/s [10/23 22:38:50] ppdet.engine INFO: Epoch: [61] [320/610] learning_rate: 0.269930 loss_vfl: 0.904617 loss_bbox: 0.313634 loss_dfl: 0.194564 loss: 1.413460 eta: 3 days, 7:04:46 batch_cost: 1.9470 data_cost: 0.0011 ips: 24.6532 images/s [10/23 22:39:32] ppdet.engine INFO: Epoch: [61] [340/610] learning_rate: 0.269899 loss_vfl: 0.881633 loss_bbox: 0.344827 loss_dfl: 0.210718 loss: 1.425226 eta: 3 days, 7:04:05 batch_cost: 1.9213 data_cost: 0.0011 ips: 24.9827 images/s [10/23 22:40:15] ppdet.engine INFO: Epoch: [61] [360/610] learning_rate: 0.269868 loss_vfl: 0.880514 loss_bbox: 0.311195 loss_dfl: 0.196761 loss: 1.382085 eta: 3 days, 7:03:24 batch_cost: 1.9346 data_cost: 0.0010 ips: 24.8115 images/s [10/23 22:40:58] ppdet.engine INFO: Epoch: [61] [380/610] learning_rate: 0.269837 loss_vfl: 0.889178 loss_bbox: 0.300687 loss_dfl: 0.193487 loss: 1.377163 eta: 3 days, 7:02:42 batch_cost: 1.9293 data_cost: 0.0011 ips: 24.8791 images/s [10/23 22:41:42] ppdet.engine INFO: Epoch: [61] [400/610] learning_rate: 0.269806 loss_vfl: 0.906992 loss_bbox: 0.315709 loss_dfl: 0.200716 loss: 1.438847 eta: 3 days, 7:02:07 batch_cost: 2.0082 data_cost: 0.0012 ips: 23.9016 images/s [10/23 22:42:25] ppdet.engine INFO: Epoch: [61] [420/610] learning_rate: 0.269775 loss_vfl: 0.913062 loss_bbox: 0.299885 loss_dfl: 0.196450 loss: 1.418066 eta: 3 days, 7:01:25 batch_cost: 1.9136 data_cost: 0.0010 ips: 25.0840 images/s [10/23 22:43:07] ppdet.engine INFO: Epoch: [61] [440/610] learning_rate: 0.269744 loss_vfl: 0.897334 loss_bbox: 0.306563 loss_dfl: 0.196294 loss: 1.402113 eta: 3 days, 7:00:45 batch_cost: 1.9504 data_cost: 0.0011 ips: 24.6106 images/s [10/23 22:43:50] ppdet.engine INFO: Epoch: [61] [460/610] learning_rate: 0.269713 loss_vfl: 0.900209 loss_bbox: 0.313953 loss_dfl: 0.188018 loss: 1.386234 eta: 3 days, 7:00:03 batch_cost: 1.9146 data_cost: 0.0010 ips: 25.0711 images/s [10/23 22:44:34] ppdet.engine INFO: Epoch: [61] [480/610] learning_rate: 0.269682 loss_vfl: 0.896119 loss_bbox: 0.316721 loss_dfl: 0.203011 loss: 1.435866 eta: 3 days, 6:59:25 batch_cost: 1.9782 data_cost: 0.0011 ips: 24.2642 images/s [10/23 22:45:18] ppdet.engine INFO: Epoch: [61] [500/610] learning_rate: 0.269651 loss_vfl: 0.898905 loss_bbox: 0.292879 loss_dfl: 0.198440 loss: 1.395490 eta: 3 days, 6:58:46 batch_cost: 1.9496 data_cost: 0.0011 ips: 24.6199 images/s [10/23 22:46:00] ppdet.engine INFO: Epoch: [61] [520/610] learning_rate: 0.269619 loss_vfl: 0.897421 loss_bbox: 0.321318 loss_dfl: 0.201619 loss: 1.443594 eta: 3 days, 6:58:04 batch_cost: 1.9251 data_cost: 0.0012 ips: 24.9342 images/s [10/23 22:46:44] ppdet.engine INFO: Epoch: [61] [540/610] learning_rate: 0.269588 loss_vfl: 0.888020 loss_bbox: 0.325195 loss_dfl: 0.205145 loss: 1.424257 eta: 3 days, 6:57:23 batch_cost: 1.9368 data_cost: 0.0011 ips: 24.7834 images/s [10/23 22:47:27] ppdet.engine INFO: Epoch: [61] [560/610] learning_rate: 0.269557 loss_vfl: 0.890923 loss_bbox: 0.313352 loss_dfl: 0.198941 loss: 1.412687 eta: 3 days, 6:56:45 batch_cost: 1.9638 data_cost: 0.0011 ips: 24.4421 images/s [10/23 22:48:10] ppdet.engine INFO: Epoch: [61] [580/610] learning_rate: 0.269526 loss_vfl: 0.893938 loss_bbox: 0.309040 loss_dfl: 0.195897 loss: 1.393823 eta: 3 days, 6:56:07 batch_cost: 1.9797 data_cost: 0.0011 ips: 24.2463 images/s [10/23 22:48:51] ppdet.engine INFO: Epoch: [61] [600/610] learning_rate: 0.269495 loss_vfl: 0.907366 loss_bbox: 0.303180 loss_dfl: 0.199713 loss: 1.395661 eta: 3 days, 6:55:22 batch_cost: 1.8714 data_cost: 0.0011 ips: 25.6490 images/s [10/23 22:49:25] ppdet.engine INFO: Epoch: [62] [ 0/610] learning_rate: 0.269479 loss_vfl: 0.896908 loss_bbox: 0.303922 loss_dfl: 0.199484 loss: 1.380512 eta: 3 days, 6:55:38 batch_cost: 2.3336 data_cost: 0.3156 ips: 20.5690 images/s [10/23 22:50:09] ppdet.engine INFO: Epoch: [62] [ 20/610] learning_rate: 0.269448 loss_vfl: 0.898360 loss_bbox: 0.322005 loss_dfl: 0.197256 loss: 1.414416 eta: 3 days, 6:55:05 batch_cost: 2.0373 data_cost: 0.0011 ips: 23.5609 images/s [10/23 22:50:54] ppdet.engine INFO: Epoch: [62] [ 40/610] learning_rate: 0.269417 loss_vfl: 0.906630 loss_bbox: 0.287901 loss_dfl: 0.192332 loss: 1.388069 eta: 3 days, 6:54:30 batch_cost: 2.0101 data_cost: 0.0010 ips: 23.8789 images/s [10/23 22:51:36] ppdet.engine INFO: Epoch: [62] [ 60/610] learning_rate: 0.269386 loss_vfl: 0.885602 loss_bbox: 0.299504 loss_dfl: 0.195695 loss: 1.378068 eta: 3 days, 6:53:50 batch_cost: 1.9481 data_cost: 0.0010 ips: 24.6400 images/s [10/23 22:52:19] ppdet.engine INFO: Epoch: [62] [ 80/610] learning_rate: 0.269355 loss_vfl: 0.893061 loss_bbox: 0.318409 loss_dfl: 0.203141 loss: 1.421757 eta: 3 days, 6:53:09 batch_cost: 1.9331 data_cost: 0.0011 ips: 24.8305 images/s [10/23 22:53:03] ppdet.engine INFO: Epoch: [62] [100/610] learning_rate: 0.269324 loss_vfl: 0.884758 loss_bbox: 0.300969 loss_dfl: 0.183359 loss: 1.365758 eta: 3 days, 6:52:29 batch_cost: 1.9509 data_cost: 0.0010 ips: 24.6035 images/s [10/23 22:53:45] ppdet.engine INFO: Epoch: [62] [120/610] learning_rate: 0.269292 loss_vfl: 0.880102 loss_bbox: 0.296258 loss_dfl: 0.190314 loss: 1.397139 eta: 3 days, 6:51:47 batch_cost: 1.9142 data_cost: 0.0010 ips: 25.0756 images/s [10/23 22:54:29] ppdet.engine INFO: Epoch: [62] [140/610] learning_rate: 0.269261 loss_vfl: 0.894338 loss_bbox: 0.302838 loss_dfl: 0.195602 loss: 1.386679 eta: 3 days, 6:51:11 batch_cost: 1.9963 data_cost: 0.0011 ips: 24.0445 images/s [10/23 22:55:13] ppdet.engine INFO: Epoch: [62] [160/610] learning_rate: 0.269230 loss_vfl: 0.893841 loss_bbox: 0.315818 loss_dfl: 0.191670 loss: 1.395033 eta: 3 days, 6:50:33 batch_cost: 1.9819 data_cost: 0.0011 ips: 24.2190 images/s [10/23 22:55:56] ppdet.engine INFO: Epoch: [62] [180/610] learning_rate: 0.269199 loss_vfl: 0.893459 loss_bbox: 0.310938 loss_dfl: 0.193097 loss: 1.382506 eta: 3 days, 6:49:52 batch_cost: 1.9301 data_cost: 0.0011 ips: 24.8692 images/s [10/23 22:56:38] ppdet.engine INFO: Epoch: [62] [200/610] learning_rate: 0.269167 loss_vfl: 0.917918 loss_bbox: 0.323885 loss_dfl: 0.202504 loss: 1.452657 eta: 3 days, 6:49:09 batch_cost: 1.9045 data_cost: 0.0010 ips: 25.2040 images/s [10/23 22:57:22] ppdet.engine INFO: Epoch: [62] [220/610] learning_rate: 0.269136 loss_vfl: 0.894015 loss_bbox: 0.280478 loss_dfl: 0.177204 loss: 1.353724 eta: 3 days, 6:48:28 batch_cost: 1.9368 data_cost: 0.0010 ips: 24.7825 images/s [10/23 22:58:05] ppdet.engine INFO: Epoch: [62] [240/610] learning_rate: 0.269105 loss_vfl: 0.903865 loss_bbox: 0.311755 loss_dfl: 0.196516 loss: 1.414709 eta: 3 days, 6:47:50 batch_cost: 1.9659 data_cost: 0.0011 ips: 24.4163 images/s [10/23 22:58:48] ppdet.engine INFO: Epoch: [62] [260/610] learning_rate: 0.269074 loss_vfl: 0.909760 loss_bbox: 0.319697 loss_dfl: 0.201446 loss: 1.431506 eta: 3 days, 6:47:04 batch_cost: 1.8747 data_cost: 0.0011 ips: 25.6044 images/s [10/23 22:59:31] ppdet.engine INFO: Epoch: [62] [280/610] learning_rate: 0.269042 loss_vfl: 0.904505 loss_bbox: 0.304997 loss_dfl: 0.196836 loss: 1.419674 eta: 3 days, 6:46:24 batch_cost: 1.9456 data_cost: 0.0011 ips: 24.6716 images/s [10/23 23:00:14] ppdet.engine INFO: Epoch: [62] [300/610] learning_rate: 0.269011 loss_vfl: 0.879356 loss_bbox: 0.308191 loss_dfl: 0.197487 loss: 1.394982 eta: 3 days, 6:45:43 batch_cost: 1.9216 data_cost: 0.0011 ips: 24.9786 images/s [10/23 23:00:56] ppdet.engine INFO: Epoch: [62] [320/610] learning_rate: 0.268979 loss_vfl: 0.923578 loss_bbox: 0.299465 loss_dfl: 0.196734 loss: 1.408490 eta: 3 days, 6:44:58 batch_cost: 1.8912 data_cost: 0.0010 ips: 25.3806 images/s [10/23 23:01:39] ppdet.engine INFO: Epoch: [62] [340/610] learning_rate: 0.268948 loss_vfl: 0.917377 loss_bbox: 0.316372 loss_dfl: 0.205986 loss: 1.436800 eta: 3 days, 6:44:15 batch_cost: 1.9064 data_cost: 0.0010 ips: 25.1790 images/s [10/23 23:02:21] ppdet.engine INFO: Epoch: [62] [360/610] learning_rate: 0.268917 loss_vfl: 0.916127 loss_bbox: 0.295829 loss_dfl: 0.191759 loss: 1.387112 eta: 3 days, 6:43:33 batch_cost: 1.9161 data_cost: 0.0010 ips: 25.0505 images/s [10/23 23:03:04] ppdet.engine INFO: Epoch: [62] [380/610] learning_rate: 0.268885 loss_vfl: 0.893871 loss_bbox: 0.304752 loss_dfl: 0.189254 loss: 1.388542 eta: 3 days, 6:42:51 batch_cost: 1.9133 data_cost: 0.0010 ips: 25.0878 images/s [10/23 23:03:46] ppdet.engine INFO: Epoch: [62] [400/610] learning_rate: 0.268854 loss_vfl: 0.911585 loss_bbox: 0.297437 loss_dfl: 0.195430 loss: 1.394151 eta: 3 days, 6:42:07 batch_cost: 1.8969 data_cost: 0.0010 ips: 25.3050 images/s [10/23 23:04:28] ppdet.engine INFO: Epoch: [62] [420/610] learning_rate: 0.268822 loss_vfl: 0.891082 loss_bbox: 0.322003 loss_dfl: 0.200852 loss: 1.406180 eta: 3 days, 6:41:25 batch_cost: 1.9148 data_cost: 0.0011 ips: 25.0684 images/s [10/23 23:05:12] ppdet.engine INFO: Epoch: [62] [440/610] learning_rate: 0.268791 loss_vfl: 0.881285 loss_bbox: 0.291362 loss_dfl: 0.183323 loss: 1.363720 eta: 3 days, 6:40:44 batch_cost: 1.9403 data_cost: 0.0011 ips: 24.7390 images/s [10/23 23:05:54] ppdet.engine INFO: Epoch: [62] [460/610] learning_rate: 0.268760 loss_vfl: 0.886259 loss_bbox: 0.323893 loss_dfl: 0.202990 loss: 1.411046 eta: 3 days, 6:40:00 batch_cost: 1.8829 data_cost: 0.0010 ips: 25.4926 images/s [10/23 23:06:36] ppdet.engine INFO: Epoch: [62] [480/610] learning_rate: 0.268728 loss_vfl: 0.901380 loss_bbox: 0.322210 loss_dfl: 0.204514 loss: 1.415147 eta: 3 days, 6:39:17 batch_cost: 1.9084 data_cost: 0.0010 ips: 25.1524 images/s [10/23 23:07:18] ppdet.engine INFO: Epoch: [62] [500/610] learning_rate: 0.268697 loss_vfl: 0.888578 loss_bbox: 0.289438 loss_dfl: 0.191876 loss: 1.366455 eta: 3 days, 6:38:32 batch_cost: 1.8890 data_cost: 0.0010 ips: 25.4099 images/s [10/23 23:08:01] ppdet.engine INFO: Epoch: [62] [520/610] learning_rate: 0.268665 loss_vfl: 0.892556 loss_bbox: 0.294160 loss_dfl: 0.196697 loss: 1.366946 eta: 3 days, 6:37:51 batch_cost: 1.9206 data_cost: 0.0011 ips: 24.9922 images/s [10/23 23:08:43] ppdet.engine INFO: Epoch: [62] [540/610] learning_rate: 0.268634 loss_vfl: 0.909375 loss_bbox: 0.312220 loss_dfl: 0.198122 loss: 1.409201 eta: 3 days, 6:37:10 batch_cost: 1.9419 data_cost: 0.0010 ips: 24.7183 images/s [10/23 23:09:27] ppdet.engine INFO: Epoch: [62] [560/610] learning_rate: 0.268602 loss_vfl: 0.884088 loss_bbox: 0.300161 loss_dfl: 0.195729 loss: 1.397433 eta: 3 days, 6:36:32 batch_cost: 1.9689 data_cost: 0.0010 ips: 24.3787 images/s [10/23 23:10:09] ppdet.engine INFO: Epoch: [62] [580/610] learning_rate: 0.268571 loss_vfl: 0.910216 loss_bbox: 0.303236 loss_dfl: 0.194265 loss: 1.405529 eta: 3 days, 6:35:49 batch_cost: 1.9016 data_cost: 0.0011 ips: 25.2423 images/s [10/23 23:10:52] ppdet.engine INFO: Epoch: [62] [600/610] learning_rate: 0.268539 loss_vfl: 0.909879 loss_bbox: 0.308377 loss_dfl: 0.196700 loss: 1.402341 eta: 3 days, 6:35:08 batch_cost: 1.9329 data_cost: 0.0011 ips: 24.8326 images/s [10/23 23:11:25] ppdet.engine INFO: Epoch: [63] [ 0/610] learning_rate: 0.268523 loss_vfl: 0.914817 loss_bbox: 0.323952 loss_dfl: 0.198703 loss: 1.428217 eta: 3 days, 6:35:23 batch_cost: 2.3633 data_cost: 0.3403 ips: 20.3102 images/s [10/23 23:12:10] ppdet.engine INFO: Epoch: [63] [ 20/610] learning_rate: 0.268492 loss_vfl: 0.887336 loss_bbox: 0.301308 loss_dfl: 0.199405 loss: 1.419959 eta: 3 days, 6:34:51 batch_cost: 2.0515 data_cost: 0.0011 ips: 23.3970 images/s [10/23 23:12:54] ppdet.engine INFO: Epoch: [63] [ 40/610] learning_rate: 0.268460 loss_vfl: 0.880202 loss_bbox: 0.303599 loss_dfl: 0.195714 loss: 1.398710 eta: 3 days, 6:34:13 batch_cost: 1.9759 data_cost: 0.0011 ips: 24.2927 images/s [10/23 23:13:37] ppdet.engine INFO: Epoch: [63] [ 60/610] learning_rate: 0.268428 loss_vfl: 0.903863 loss_bbox: 0.288940 loss_dfl: 0.191307 loss: 1.401817 eta: 3 days, 6:33:34 batch_cost: 1.9608 data_cost: 0.0011 ips: 24.4802 images/s [10/23 23:14:21] ppdet.engine INFO: Epoch: [63] [ 80/610] learning_rate: 0.268397 loss_vfl: 0.895416 loss_bbox: 0.294542 loss_dfl: 0.186407 loss: 1.376924 eta: 3 days, 6:32:59 batch_cost: 2.0044 data_cost: 0.0011 ips: 23.9473 images/s [10/23 23:15:05] ppdet.engine INFO: Epoch: [63] [100/610] learning_rate: 0.268365 loss_vfl: 0.909509 loss_bbox: 0.311264 loss_dfl: 0.200504 loss: 1.417723 eta: 3 days, 6:32:20 batch_cost: 1.9621 data_cost: 0.0011 ips: 24.4630 images/s [10/23 23:15:48] ppdet.engine INFO: Epoch: [63] [120/610] learning_rate: 0.268334 loss_vfl: 0.910201 loss_bbox: 0.310103 loss_dfl: 0.191597 loss: 1.396963 eta: 3 days, 6:31:42 batch_cost: 1.9727 data_cost: 0.0011 ips: 24.3320 images/s [10/23 23:16:31] ppdet.engine INFO: Epoch: [63] [140/610] learning_rate: 0.268302 loss_vfl: 0.893361 loss_bbox: 0.315915 loss_dfl: 0.201519 loss: 1.424089 eta: 3 days, 6:30:58 batch_cost: 1.8989 data_cost: 0.0011 ips: 25.2775 images/s [10/23 23:17:14] ppdet.engine INFO: Epoch: [63] [160/610] learning_rate: 0.268270 loss_vfl: 0.880481 loss_bbox: 0.299758 loss_dfl: 0.196396 loss: 1.362196 eta: 3 days, 6:30:17 batch_cost: 1.9218 data_cost: 0.0010 ips: 24.9769 images/s [10/23 23:17:57] ppdet.engine INFO: Epoch: [63] [180/610] learning_rate: 0.268239 loss_vfl: 0.873635 loss_bbox: 0.316701 loss_dfl: 0.196823 loss: 1.391512 eta: 3 days, 6:29:35 batch_cost: 1.9298 data_cost: 0.0010 ips: 24.8732 images/s [10/23 23:18:40] ppdet.engine INFO: Epoch: [63] [200/610] learning_rate: 0.268207 loss_vfl: 0.879241 loss_bbox: 0.311995 loss_dfl: 0.193832 loss: 1.377229 eta: 3 days, 6:28:55 batch_cost: 1.9456 data_cost: 0.0010 ips: 24.6705 images/s [10/23 23:19:22] ppdet.engine INFO: Epoch: [63] [220/610] learning_rate: 0.268175 loss_vfl: 0.900635 loss_bbox: 0.297029 loss_dfl: 0.192066 loss: 1.373600 eta: 3 days, 6:28:12 batch_cost: 1.9072 data_cost: 0.0011 ips: 25.1681 images/s [10/23 23:20:05] ppdet.engine INFO: Epoch: [63] [240/610] learning_rate: 0.268143 loss_vfl: 0.891175 loss_bbox: 0.308683 loss_dfl: 0.201970 loss: 1.400588 eta: 3 days, 6:27:28 batch_cost: 1.8868 data_cost: 0.0011 ips: 25.4402 images/s [10/23 23:20:49] ppdet.engine INFO: Epoch: [63] [260/610] learning_rate: 0.268112 loss_vfl: 0.905564 loss_bbox: 0.312997 loss_dfl: 0.200223 loss: 1.418862 eta: 3 days, 6:26:48 batch_cost: 1.9442 data_cost: 0.0011 ips: 24.6886 images/s [10/23 23:21:31] ppdet.engine INFO: Epoch: [63] [280/610] learning_rate: 0.268080 loss_vfl: 0.901285 loss_bbox: 0.314586 loss_dfl: 0.200039 loss: 1.404504 eta: 3 days, 6:26:03 batch_cost: 1.8839 data_cost: 0.0012 ips: 25.4785 images/s [10/23 23:22:14] ppdet.engine INFO: Epoch: [63] [300/610] learning_rate: 0.268048 loss_vfl: 0.906294 loss_bbox: 0.333281 loss_dfl: 0.210329 loss: 1.441284 eta: 3 days, 6:25:20 batch_cost: 1.9022 data_cost: 0.0011 ips: 25.2339 images/s [10/23 23:22:56] ppdet.engine INFO: Epoch: [63] [320/610] learning_rate: 0.268016 loss_vfl: 0.913378 loss_bbox: 0.293647 loss_dfl: 0.186846 loss: 1.391617 eta: 3 days, 6:24:37 batch_cost: 1.9073 data_cost: 0.0011 ips: 25.1668 images/s [10/23 23:23:38] ppdet.engine INFO: Epoch: [63] [340/610] learning_rate: 0.267985 loss_vfl: 0.908088 loss_bbox: 0.315360 loss_dfl: 0.196829 loss: 1.413277 eta: 3 days, 6:23:56 batch_cost: 1.9265 data_cost: 0.0010 ips: 24.9157 images/s [10/23 23:24:21] ppdet.engine INFO: Epoch: [63] [360/610] learning_rate: 0.267953 loss_vfl: 0.917570 loss_bbox: 0.302142 loss_dfl: 0.189367 loss: 1.407611 eta: 3 days, 6:23:13 batch_cost: 1.9060 data_cost: 0.0011 ips: 25.1833 images/s [10/23 23:25:04] ppdet.engine INFO: Epoch: [63] [380/610] learning_rate: 0.267921 loss_vfl: 0.900830 loss_bbox: 0.317412 loss_dfl: 0.191928 loss: 1.427843 eta: 3 days, 6:22:35 batch_cost: 1.9733 data_cost: 0.0010 ips: 24.3242 images/s [10/23 23:25:47] ppdet.engine INFO: Epoch: [63] [400/610] learning_rate: 0.267889 loss_vfl: 0.894080 loss_bbox: 0.321973 loss_dfl: 0.202579 loss: 1.435469 eta: 3 days, 6:21:54 batch_cost: 1.9298 data_cost: 0.0011 ips: 24.8734 images/s [10/23 23:26:31] ppdet.engine INFO: Epoch: [63] [420/610] learning_rate: 0.267857 loss_vfl: 0.908739 loss_bbox: 0.327952 loss_dfl: 0.203851 loss: 1.440936 eta: 3 days, 6:21:18 batch_cost: 2.0027 data_cost: 0.0010 ips: 23.9682 images/s [10/23 23:27:14] ppdet.engine INFO: Epoch: [63] [440/610] learning_rate: 0.267825 loss_vfl: 0.884729 loss_bbox: 0.296101 loss_dfl: 0.194483 loss: 1.382053 eta: 3 days, 6:20:37 batch_cost: 1.9236 data_cost: 0.0010 ips: 24.9529 images/s [10/23 23:27:57] ppdet.engine INFO: Epoch: [63] [460/610] learning_rate: 0.267794 loss_vfl: 0.912042 loss_bbox: 0.308083 loss_dfl: 0.196183 loss: 1.397291 eta: 3 days, 6:19:58 batch_cost: 1.9626 data_cost: 0.0011 ips: 24.4579 images/s [10/23 23:28:41] ppdet.engine INFO: Epoch: [63] [480/610] learning_rate: 0.267762 loss_vfl: 0.892619 loss_bbox: 0.336213 loss_dfl: 0.204621 loss: 1.438941 eta: 3 days, 6:19:19 batch_cost: 1.9618 data_cost: 0.0010 ips: 24.4679 images/s [10/23 23:29:24] ppdet.engine INFO: Epoch: [63] [500/610] learning_rate: 0.267730 loss_vfl: 0.898932 loss_bbox: 0.314433 loss_dfl: 0.203131 loss: 1.418717 eta: 3 days, 6:18:40 batch_cost: 1.9543 data_cost: 0.0011 ips: 24.5617 images/s [10/23 23:30:08] ppdet.engine INFO: Epoch: [63] [520/610] learning_rate: 0.267698 loss_vfl: 0.894352 loss_bbox: 0.311313 loss_dfl: 0.198242 loss: 1.411419 eta: 3 days, 6:18:03 batch_cost: 1.9907 data_cost: 0.0011 ips: 24.1124 images/s [10/23 23:30:50] ppdet.engine INFO: Epoch: [63] [540/610] learning_rate: 0.267666 loss_vfl: 0.894147 loss_bbox: 0.310954 loss_dfl: 0.192126 loss: 1.401737 eta: 3 days, 6:17:21 batch_cost: 1.9214 data_cost: 0.0011 ips: 24.9815 images/s [10/23 23:31:33] ppdet.engine INFO: Epoch: [63] [560/610] learning_rate: 0.267634 loss_vfl: 0.921421 loss_bbox: 0.300427 loss_dfl: 0.198490 loss: 1.405497 eta: 3 days, 6:16:40 batch_cost: 1.9196 data_cost: 0.0011 ips: 25.0054 images/s [10/23 23:32:16] ppdet.engine INFO: Epoch: [63] [580/610] learning_rate: 0.267602 loss_vfl: 0.897096 loss_bbox: 0.301331 loss_dfl: 0.195217 loss: 1.385545 eta: 3 days, 6:15:58 batch_cost: 1.9191 data_cost: 0.0011 ips: 25.0120 images/s [10/23 23:32:56] ppdet.engine INFO: Epoch: [63] [600/610] learning_rate: 0.267570 loss_vfl: 0.918371 loss_bbox: 0.314492 loss_dfl: 0.201827 loss: 1.436951 eta: 3 days, 6:15:12 batch_cost: 1.8629 data_cost: 0.0011 ips: 25.7663 images/s [10/23 23:33:30] ppdet.engine INFO: Epoch: [64] [ 0/610] learning_rate: 0.267554 loss_vfl: 0.907909 loss_bbox: 0.284612 loss_dfl: 0.187739 loss: 1.374954 eta: 3 days, 6:15:26 batch_cost: 2.3327 data_cost: 0.2486 ips: 20.5772 images/s [10/23 23:34:14] ppdet.engine INFO: Epoch: [64] [ 20/610] learning_rate: 0.267522 loss_vfl: 0.891507 loss_bbox: 0.298134 loss_dfl: 0.194471 loss: 1.401443 eta: 3 days, 6:14:52 batch_cost: 2.0213 data_cost: 0.0011 ips: 23.7467 images/s [10/23 23:34:57] ppdet.engine INFO: Epoch: [64] [ 40/610] learning_rate: 0.267490 loss_vfl: 0.892087 loss_bbox: 0.311222 loss_dfl: 0.200560 loss: 1.420321 eta: 3 days, 6:14:14 batch_cost: 1.9679 data_cost: 0.0011 ips: 24.3918 images/s [10/23 23:35:41] ppdet.engine INFO: Epoch: [64] [ 60/610] learning_rate: 0.267458 loss_vfl: 0.874888 loss_bbox: 0.324538 loss_dfl: 0.199881 loss: 1.414195 eta: 3 days, 6:13:36 batch_cost: 1.9790 data_cost: 0.0011 ips: 24.2549 images/s [10/23 23:36:24] ppdet.engine INFO: Epoch: [64] [ 80/610] learning_rate: 0.267426 loss_vfl: 0.884985 loss_bbox: 0.328986 loss_dfl: 0.205920 loss: 1.405534 eta: 3 days, 6:12:58 batch_cost: 1.9750 data_cost: 0.0011 ips: 24.3036 images/s [10/23 23:37:08] ppdet.engine INFO: Epoch: [64] [100/610] learning_rate: 0.267394 loss_vfl: 0.894498 loss_bbox: 0.318060 loss_dfl: 0.199373 loss: 1.416669 eta: 3 days, 6:12:19 batch_cost: 1.9569 data_cost: 0.0010 ips: 24.5288 images/s [10/23 23:37:51] ppdet.engine INFO: Epoch: [64] [120/610] learning_rate: 0.267362 loss_vfl: 0.897729 loss_bbox: 0.339386 loss_dfl: 0.214327 loss: 1.443696 eta: 3 days, 6:11:40 batch_cost: 1.9623 data_cost: 0.0011 ips: 24.4617 images/s [10/23 23:38:34] ppdet.engine INFO: Epoch: [64] [140/610] learning_rate: 0.267330 loss_vfl: 0.895833 loss_bbox: 0.307342 loss_dfl: 0.201258 loss: 1.411379 eta: 3 days, 6:10:59 batch_cost: 1.9308 data_cost: 0.0011 ips: 24.8596 images/s [10/23 23:39:16] ppdet.engine INFO: Epoch: [64] [160/610] learning_rate: 0.267298 loss_vfl: 0.886214 loss_bbox: 0.289905 loss_dfl: 0.194651 loss: 1.378783 eta: 3 days, 6:10:16 batch_cost: 1.8965 data_cost: 0.0011 ips: 25.3093 images/s [10/23 23:39:58] ppdet.engine INFO: Epoch: [64] [180/610] learning_rate: 0.267266 loss_vfl: 0.904103 loss_bbox: 0.309563 loss_dfl: 0.195867 loss: 1.410906 eta: 3 days, 6:09:32 batch_cost: 1.9015 data_cost: 0.0011 ips: 25.2431 images/s [10/23 23:40:40] ppdet.engine INFO: Epoch: [64] [200/610] learning_rate: 0.267233 loss_vfl: 0.891654 loss_bbox: 0.293032 loss_dfl: 0.193434 loss: 1.405923 eta: 3 days, 6:08:48 batch_cost: 1.8887 data_cost: 0.0010 ips: 25.4138 images/s [10/23 23:41:23] ppdet.engine INFO: Epoch: [64] [220/610] learning_rate: 0.267201 loss_vfl: 0.900917 loss_bbox: 0.312739 loss_dfl: 0.196801 loss: 1.410333 eta: 3 days, 6:08:07 batch_cost: 1.9327 data_cost: 0.0010 ips: 24.8361 images/s [10/23 23:42:07] ppdet.engine INFO: Epoch: [64] [240/610] learning_rate: 0.267169 loss_vfl: 0.898007 loss_bbox: 0.306091 loss_dfl: 0.198005 loss: 1.412741 eta: 3 days, 6:07:27 batch_cost: 1.9426 data_cost: 0.0011 ips: 24.7087 images/s [10/23 23:42:50] ppdet.engine INFO: Epoch: [64] [260/610] learning_rate: 0.267137 loss_vfl: 0.909950 loss_bbox: 0.291206 loss_dfl: 0.185544 loss: 1.386000 eta: 3 days, 6:06:49 batch_cost: 1.9748 data_cost: 0.0011 ips: 24.3065 images/s [10/23 23:43:33] ppdet.engine INFO: Epoch: [64] [280/610] learning_rate: 0.267105 loss_vfl: 0.907365 loss_bbox: 0.311578 loss_dfl: 0.200518 loss: 1.437203 eta: 3 days, 6:06:07 batch_cost: 1.9139 data_cost: 0.0011 ips: 25.0799 images/s [10/23 23:44:16] ppdet.engine INFO: Epoch: [64] [300/610] learning_rate: 0.267073 loss_vfl: 0.899653 loss_bbox: 0.316362 loss_dfl: 0.196567 loss: 1.401871 eta: 3 days, 6:05:28 batch_cost: 1.9628 data_cost: 0.0010 ips: 24.4553 images/s [10/23 23:44:59] ppdet.engine INFO: Epoch: [64] [320/610] learning_rate: 0.267040 loss_vfl: 0.920637 loss_bbox: 0.297807 loss_dfl: 0.188778 loss: 1.414785 eta: 3 days, 6:04:47 batch_cost: 1.9327 data_cost: 0.0011 ips: 24.8362 images/s [10/23 23:45:42] ppdet.engine INFO: Epoch: [64] [340/610] learning_rate: 0.267008 loss_vfl: 0.891114 loss_bbox: 0.318768 loss_dfl: 0.197351 loss: 1.405103 eta: 3 days, 6:04:08 batch_cost: 1.9576 data_cost: 0.0010 ips: 24.5204 images/s [10/23 23:46:26] ppdet.engine INFO: Epoch: [64] [360/610] learning_rate: 0.266976 loss_vfl: 0.890649 loss_bbox: 0.326727 loss_dfl: 0.205003 loss: 1.422052 eta: 3 days, 6:03:33 batch_cost: 2.0142 data_cost: 0.0010 ips: 23.8303 images/s [10/23 23:47:10] ppdet.engine INFO: Epoch: [64] [380/610] learning_rate: 0.266944 loss_vfl: 0.876736 loss_bbox: 0.333883 loss_dfl: 0.208599 loss: 1.417781 eta: 3 days, 6:02:58 batch_cost: 2.0150 data_cost: 0.0010 ips: 23.8217 images/s [10/23 23:47:53] ppdet.engine INFO: Epoch: [64] [400/610] learning_rate: 0.266911 loss_vfl: 0.891274 loss_bbox: 0.285627 loss_dfl: 0.187768 loss: 1.390614 eta: 3 days, 6:02:16 batch_cost: 1.9179 data_cost: 0.0011 ips: 25.0278 images/s [10/23 23:48:36] ppdet.engine INFO: Epoch: [64] [420/610] learning_rate: 0.266879 loss_vfl: 0.885644 loss_bbox: 0.295923 loss_dfl: 0.194110 loss: 1.391611 eta: 3 days, 6:01:36 batch_cost: 1.9402 data_cost: 0.0010 ips: 24.7392 images/s [10/23 23:49:19] ppdet.engine INFO: Epoch: [64] [440/610] learning_rate: 0.266847 loss_vfl: 0.891563 loss_bbox: 0.288591 loss_dfl: 0.193171 loss: 1.367562 eta: 3 days, 6:00:55 batch_cost: 1.9238 data_cost: 0.0011 ips: 24.9504 images/s [10/23 23:50:02] ppdet.engine INFO: Epoch: [64] [460/610] learning_rate: 0.266815 loss_vfl: 0.877882 loss_bbox: 0.322353 loss_dfl: 0.201222 loss: 1.409180 eta: 3 days, 6:00:13 batch_cost: 1.9242 data_cost: 0.0011 ips: 24.9459 images/s [10/23 23:50:45] ppdet.engine INFO: Epoch: [64] [480/610] learning_rate: 0.266782 loss_vfl: 0.905469 loss_bbox: 0.301925 loss_dfl: 0.191973 loss: 1.383821 eta: 3 days, 5:59:34 batch_cost: 1.9624 data_cost: 0.0011 ips: 24.4604 images/s [10/23 23:51:29] ppdet.engine INFO: Epoch: [64] [500/610] learning_rate: 0.266750 loss_vfl: 0.906960 loss_bbox: 0.292705 loss_dfl: 0.190814 loss: 1.409111 eta: 3 days, 5:58:54 batch_cost: 1.9387 data_cost: 0.0011 ips: 24.7584 images/s [10/23 23:52:12] ppdet.engine INFO: Epoch: [64] [520/610] learning_rate: 0.266718 loss_vfl: 0.906172 loss_bbox: 0.329500 loss_dfl: 0.202159 loss: 1.444971 eta: 3 days, 5:58:11 batch_cost: 1.9087 data_cost: 0.0010 ips: 25.1485 images/s [10/23 23:52:56] ppdet.engine INFO: Epoch: [64] [540/610] learning_rate: 0.266685 loss_vfl: 0.887060 loss_bbox: 0.291596 loss_dfl: 0.188593 loss: 1.369028 eta: 3 days, 5:57:34 batch_cost: 1.9877 data_cost: 0.0011 ips: 24.1484 images/s [10/23 23:53:39] ppdet.engine INFO: Epoch: [64] [560/610] learning_rate: 0.266653 loss_vfl: 0.875540 loss_bbox: 0.301107 loss_dfl: 0.190183 loss: 1.382666 eta: 3 days, 5:56:57 batch_cost: 1.9785 data_cost: 0.0011 ips: 24.2609 images/s [10/23 23:54:23] ppdet.engine INFO: Epoch: [64] [580/610] learning_rate: 0.266620 loss_vfl: 0.901714 loss_bbox: 0.303393 loss_dfl: 0.194509 loss: 1.388815 eta: 3 days, 5:56:19 batch_cost: 1.9781 data_cost: 0.0011 ips: 24.2659 images/s [10/23 23:55:05] ppdet.engine INFO: Epoch: [64] [600/610] learning_rate: 0.266588 loss_vfl: 0.900926 loss_bbox: 0.308258 loss_dfl: 0.195483 loss: 1.417248 eta: 3 days, 5:55:35 batch_cost: 1.8846 data_cost: 0.0011 ips: 25.4693 images/s [10/23 23:55:38] ppdet.engine INFO: Epoch: [65] [ 0/610] learning_rate: 0.266572 loss_vfl: 0.900926 loss_bbox: 0.313603 loss_dfl: 0.195163 loss: 1.420409 eta: 3 days, 5:55:47 batch_cost: 2.3399 data_cost: 0.3079 ips: 20.5135 images/s [10/23 23:56:22] ppdet.engine INFO: Epoch: [65] [ 20/610] learning_rate: 0.266539 loss_vfl: 0.895215 loss_bbox: 0.296005 loss_dfl: 0.189003 loss: 1.376251 eta: 3 days, 5:55:13 batch_cost: 2.0286 data_cost: 0.0013 ips: 23.6619 images/s [10/23 23:57:06] ppdet.engine INFO: Epoch: [65] [ 40/610] learning_rate: 0.266507 loss_vfl: 0.886974 loss_bbox: 0.295079 loss_dfl: 0.199078 loss: 1.387517 eta: 3 days, 5:54:36 batch_cost: 1.9761 data_cost: 0.0011 ips: 24.2902 images/s [10/23 23:57:49] ppdet.engine INFO: Epoch: [65] [ 60/610] learning_rate: 0.266475 loss_vfl: 0.876746 loss_bbox: 0.315120 loss_dfl: 0.202453 loss: 1.406398 eta: 3 days, 5:53:55 batch_cost: 1.9443 data_cost: 0.0011 ips: 24.6871 images/s [10/23 23:58:32] ppdet.engine INFO: Epoch: [65] [ 80/610] learning_rate: 0.266442 loss_vfl: 0.903361 loss_bbox: 0.300583 loss_dfl: 0.199342 loss: 1.382662 eta: 3 days, 5:53:15 batch_cost: 1.9360 data_cost: 0.0011 ips: 24.7928 images/s [10/23 23:59:15] ppdet.engine INFO: Epoch: [65] [100/610] learning_rate: 0.266410 loss_vfl: 0.869296 loss_bbox: 0.286004 loss_dfl: 0.195783 loss: 1.377886 eta: 3 days, 5:52:34 batch_cost: 1.9286 data_cost: 0.0011 ips: 24.8887 images/s [10/23 23:59:58] ppdet.engine INFO: Epoch: [65] [120/610] learning_rate: 0.266377 loss_vfl: 0.881682 loss_bbox: 0.311122 loss_dfl: 0.194088 loss: 1.422014 eta: 3 days, 5:51:56 batch_cost: 1.9806 data_cost: 0.0011 ips: 24.2351 images/s [10/24 00:00:41] ppdet.engine INFO: Epoch: [65] [140/610] learning_rate: 0.266345 loss_vfl: 0.896309 loss_bbox: 0.317473 loss_dfl: 0.196839 loss: 1.428977 eta: 3 days, 5:51:17 batch_cost: 1.9542 data_cost: 0.0010 ips: 24.5628 images/s [10/24 00:01:24] ppdet.engine INFO: Epoch: [65] [160/610] learning_rate: 0.266312 loss_vfl: 0.878773 loss_bbox: 0.301549 loss_dfl: 0.196741 loss: 1.407995 eta: 3 days, 5:50:35 batch_cost: 1.9155 data_cost: 0.0010 ips: 25.0592 images/s [10/24 00:02:07] ppdet.engine INFO: Epoch: [65] [180/610] learning_rate: 0.266280 loss_vfl: 0.908991 loss_bbox: 0.307667 loss_dfl: 0.190322 loss: 1.398149 eta: 3 days, 5:49:56 batch_cost: 1.9620 data_cost: 0.0011 ips: 24.4649 images/s [10/24 00:02:49] ppdet.engine INFO: Epoch: [65] [200/610] learning_rate: 0.266247 loss_vfl: 0.902075 loss_bbox: 0.305413 loss_dfl: 0.204681 loss: 1.410336 eta: 3 days, 5:49:15 batch_cost: 1.9273 data_cost: 0.0011 ips: 24.9057 images/s [10/24 00:03:33] ppdet.engine INFO: Epoch: [65] [220/610] learning_rate: 0.266215 loss_vfl: 0.904220 loss_bbox: 0.306488 loss_dfl: 0.196281 loss: 1.392819 eta: 3 days, 5:48:37 batch_cost: 1.9782 data_cost: 0.0010 ips: 24.2649 images/s [10/24 00:04:15] ppdet.engine INFO: Epoch: [65] [240/610] learning_rate: 0.266182 loss_vfl: 0.893710 loss_bbox: 0.278648 loss_dfl: 0.189593 loss: 1.384422 eta: 3 days, 5:47:54 batch_cost: 1.9085 data_cost: 0.0010 ips: 25.1502 images/s [10/24 00:04:58] ppdet.engine INFO: Epoch: [65] [260/610] learning_rate: 0.266149 loss_vfl: 0.915386 loss_bbox: 0.287130 loss_dfl: 0.188343 loss: 1.391797 eta: 3 days, 5:47:13 batch_cost: 1.9320 data_cost: 0.0011 ips: 24.8451 images/s [10/24 00:05:41] ppdet.engine INFO: Epoch: [65] [280/610] learning_rate: 0.266117 loss_vfl: 0.911795 loss_bbox: 0.300384 loss_dfl: 0.194221 loss: 1.406286 eta: 3 days, 5:46:34 batch_cost: 1.9475 data_cost: 0.0011 ips: 24.6468 images/s [10/24 00:06:24] ppdet.engine INFO: Epoch: [65] [300/610] learning_rate: 0.266084 loss_vfl: 0.889050 loss_bbox: 0.326815 loss_dfl: 0.207605 loss: 1.417012 eta: 3 days, 5:45:54 batch_cost: 1.9566 data_cost: 0.0011 ips: 24.5327 images/s [10/24 00:07:07] ppdet.engine INFO: Epoch: [65] [320/610] learning_rate: 0.266052 loss_vfl: 0.896233 loss_bbox: 0.322841 loss_dfl: 0.201209 loss: 1.423648 eta: 3 days, 5:45:13 batch_cost: 1.9212 data_cost: 0.0011 ips: 24.9843 images/s [10/24 00:07:51] ppdet.engine INFO: Epoch: [65] [340/610] learning_rate: 0.266019 loss_vfl: 0.899879 loss_bbox: 0.276833 loss_dfl: 0.186768 loss: 1.374446 eta: 3 days, 5:44:35 batch_cost: 1.9738 data_cost: 0.0011 ips: 24.3187 images/s [10/24 00:08:33] ppdet.engine INFO: Epoch: [65] [360/610] learning_rate: 0.265986 loss_vfl: 0.908765 loss_bbox: 0.311497 loss_dfl: 0.200344 loss: 1.416194 eta: 3 days, 5:43:52 batch_cost: 1.9001 data_cost: 0.0011 ips: 25.2615 images/s [10/24 00:09:15] ppdet.engine INFO: Epoch: [65] [380/610] learning_rate: 0.265954 loss_vfl: 0.876149 loss_bbox: 0.313339 loss_dfl: 0.201781 loss: 1.396718 eta: 3 days, 5:43:09 batch_cost: 1.9038 data_cost: 0.0011 ips: 25.2128 images/s [10/24 00:09:58] ppdet.engine INFO: Epoch: [65] [400/610] learning_rate: 0.265921 loss_vfl: 0.893637 loss_bbox: 0.327431 loss_dfl: 0.208639 loss: 1.428682 eta: 3 days, 5:42:27 batch_cost: 1.9274 data_cost: 0.0011 ips: 24.9034 images/s [10/24 00:10:42] ppdet.engine INFO: Epoch: [65] [420/610] learning_rate: 0.265888 loss_vfl: 0.916807 loss_bbox: 0.318704 loss_dfl: 0.197605 loss: 1.428781 eta: 3 days, 5:41:48 batch_cost: 1.9491 data_cost: 0.0011 ips: 24.6262 images/s [10/24 00:11:24] ppdet.engine INFO: Epoch: [65] [440/610] learning_rate: 0.265856 loss_vfl: 0.902303 loss_bbox: 0.315423 loss_dfl: 0.199502 loss: 1.414288 eta: 3 days, 5:41:04 batch_cost: 1.8881 data_cost: 0.0019 ips: 25.4229 images/s [10/24 00:12:07] ppdet.engine INFO: Epoch: [65] [460/610] learning_rate: 0.265823 loss_vfl: 0.895457 loss_bbox: 0.303905 loss_dfl: 0.191054 loss: 1.406256 eta: 3 days, 5:40:22 batch_cost: 1.9257 data_cost: 0.0011 ips: 24.9259 images/s [10/24 00:12:50] ppdet.engine INFO: Epoch: [65] [480/610] learning_rate: 0.265790 loss_vfl: 0.896190 loss_bbox: 0.295171 loss_dfl: 0.191967 loss: 1.394503 eta: 3 days, 5:39:39 batch_cost: 1.9030 data_cost: 0.0011 ips: 25.2239 images/s [10/24 00:13:33] ppdet.engine INFO: Epoch: [65] [500/610] learning_rate: 0.265757 loss_vfl: 0.893796 loss_bbox: 0.318464 loss_dfl: 0.201151 loss: 1.411431 eta: 3 days, 5:39:00 batch_cost: 1.9501 data_cost: 0.0010 ips: 24.6144 images/s [10/24 00:14:15] ppdet.engine INFO: Epoch: [65] [520/610] learning_rate: 0.265725 loss_vfl: 0.881606 loss_bbox: 0.313796 loss_dfl: 0.202684 loss: 1.407229 eta: 3 days, 5:38:17 batch_cost: 1.9110 data_cost: 0.0010 ips: 25.1173 images/s [10/24 00:14:58] ppdet.engine INFO: Epoch: [65] [540/610] learning_rate: 0.265692 loss_vfl: 0.905048 loss_bbox: 0.285476 loss_dfl: 0.185356 loss: 1.361416 eta: 3 days, 5:37:34 batch_cost: 1.9032 data_cost: 0.0010 ips: 25.2203 images/s [10/24 00:15:41] ppdet.engine INFO: Epoch: [65] [560/610] learning_rate: 0.265659 loss_vfl: 0.881987 loss_bbox: 0.322957 loss_dfl: 0.204287 loss: 1.407632 eta: 3 days, 5:36:58 batch_cost: 1.9966 data_cost: 0.0011 ips: 24.0405 images/s [10/24 00:16:24] ppdet.engine INFO: Epoch: [65] [580/610] learning_rate: 0.265626 loss_vfl: 0.907035 loss_bbox: 0.312448 loss_dfl: 0.200730 loss: 1.415305 eta: 3 days, 5:36:17 batch_cost: 1.9337 data_cost: 0.0010 ips: 24.8224 images/s [10/24 00:17:05] ppdet.engine INFO: Epoch: [65] [600/610] learning_rate: 0.265593 loss_vfl: 0.895646 loss_bbox: 0.307916 loss_dfl: 0.192941 loss: 1.407054 eta: 3 days, 5:35:33 batch_cost: 1.8781 data_cost: 0.0011 ips: 25.5579 images/s [10/24 00:17:36] ppdet.engine INFO: Epoch: [66] [ 0/610] learning_rate: 0.265577 loss_vfl: 0.897914 loss_bbox: 0.303531 loss_dfl: 0.195327 loss: 1.395139 eta: 3 days, 5:35:39 batch_cost: 2.2381 data_cost: 0.2365 ips: 21.4464 images/s [10/24 00:18:22] ppdet.engine INFO: Epoch: [66] [ 20/610] learning_rate: 0.265544 loss_vfl: 0.891049 loss_bbox: 0.286069 loss_dfl: 0.188487 loss: 1.396885 eta: 3 days, 5:35:06 batch_cost: 2.0386 data_cost: 0.0013 ips: 23.5461 images/s [10/24 00:19:06] ppdet.engine INFO: Epoch: [66] [ 40/610] learning_rate: 0.265511 loss_vfl: 0.890816 loss_bbox: 0.309631 loss_dfl: 0.196938 loss: 1.419557 eta: 3 days, 5:34:27 batch_cost: 1.9535 data_cost: 0.0012 ips: 24.5716 images/s [10/24 00:19:49] ppdet.engine INFO: Epoch: [66] [ 60/610] learning_rate: 0.265478 loss_vfl: 0.895113 loss_bbox: 0.324301 loss_dfl: 0.200442 loss: 1.417831 eta: 3 days, 5:33:49 batch_cost: 1.9843 data_cost: 0.0010 ips: 24.1899 images/s [10/24 00:20:33] ppdet.engine INFO: Epoch: [66] [ 80/610] learning_rate: 0.265446 loss_vfl: 0.879867 loss_bbox: 0.312890 loss_dfl: 0.204288 loss: 1.409185 eta: 3 days, 5:33:09 batch_cost: 1.9470 data_cost: 0.0010 ips: 24.6538 images/s [10/24 00:21:15] ppdet.engine INFO: Epoch: [66] [100/610] learning_rate: 0.265413 loss_vfl: 0.882663 loss_bbox: 0.314066 loss_dfl: 0.198257 loss: 1.410032 eta: 3 days, 5:32:26 batch_cost: 1.8943 data_cost: 0.0011 ips: 25.3388 images/s [10/24 00:21:57] ppdet.engine INFO: Epoch: [66] [120/610] learning_rate: 0.265380 loss_vfl: 0.911307 loss_bbox: 0.302977 loss_dfl: 0.196979 loss: 1.405362 eta: 3 days, 5:31:44 batch_cost: 1.9110 data_cost: 0.0011 ips: 25.1176 images/s [10/24 00:22:40] ppdet.engine INFO: Epoch: [66] [140/610] learning_rate: 0.265347 loss_vfl: 0.867686 loss_bbox: 0.304514 loss_dfl: 0.190814 loss: 1.361613 eta: 3 days, 5:31:03 batch_cost: 1.9369 data_cost: 0.0012 ips: 24.7817 images/s [10/24 00:23:23] ppdet.engine INFO: Epoch: [66] [160/610] learning_rate: 0.265314 loss_vfl: 0.903358 loss_bbox: 0.326679 loss_dfl: 0.201401 loss: 1.428040 eta: 3 days, 5:30:21 batch_cost: 1.9214 data_cost: 0.0011 ips: 24.9812 images/s [10/24 00:24:06] ppdet.engine INFO: Epoch: [66] [180/610] learning_rate: 0.265281 loss_vfl: 0.869888 loss_bbox: 0.309928 loss_dfl: 0.194781 loss: 1.387584 eta: 3 days, 5:29:40 batch_cost: 1.9240 data_cost: 0.0011 ips: 24.9474 images/s [10/24 00:24:49] ppdet.engine INFO: Epoch: [66] [200/610] learning_rate: 0.265248 loss_vfl: 0.908824 loss_bbox: 0.291395 loss_dfl: 0.191617 loss: 1.406928 eta: 3 days, 5:29:04 batch_cost: 2.0033 data_cost: 0.0012 ips: 23.9604 images/s [10/24 00:25:33] ppdet.engine INFO: Epoch: [66] [220/610] learning_rate: 0.265215 loss_vfl: 0.909922 loss_bbox: 0.313022 loss_dfl: 0.198564 loss: 1.427313 eta: 3 days, 5:28:25 batch_cost: 1.9538 data_cost: 0.0011 ips: 24.5674 images/s [10/24 00:26:16] ppdet.engine INFO: Epoch: [66] [240/610] learning_rate: 0.265182 loss_vfl: 0.907765 loss_bbox: 0.294039 loss_dfl: 0.199287 loss: 1.401462 eta: 3 days, 5:27:46 batch_cost: 1.9623 data_cost: 0.0011 ips: 24.4608 images/s [10/24 00:27:00] ppdet.engine INFO: Epoch: [66] [260/610] learning_rate: 0.265149 loss_vfl: 0.916750 loss_bbox: 0.310297 loss_dfl: 0.194076 loss: 1.410069 eta: 3 days, 5:27:09 batch_cost: 1.9902 data_cost: 0.0011 ips: 24.1179 images/s [10/24 00:27:42] ppdet.engine INFO: Epoch: [66] [280/610] learning_rate: 0.265116 loss_vfl: 0.908075 loss_bbox: 0.276589 loss_dfl: 0.191674 loss: 1.370866 eta: 3 days, 5:26:28 batch_cost: 1.9240 data_cost: 0.0011 ips: 24.9478 images/s [10/24 00:28:26] ppdet.engine INFO: Epoch: [66] [300/610] learning_rate: 0.265083 loss_vfl: 0.897157 loss_bbox: 0.299749 loss_dfl: 0.192326 loss: 1.386028 eta: 3 days, 5:25:48 batch_cost: 1.9547 data_cost: 0.0010 ips: 24.5563 images/s [10/24 00:29:08] ppdet.engine INFO: Epoch: [66] [320/610] learning_rate: 0.265050 loss_vfl: 0.885086 loss_bbox: 0.317100 loss_dfl: 0.200926 loss: 1.395350 eta: 3 days, 5:25:07 batch_cost: 1.9213 data_cost: 0.0011 ips: 24.9830 images/s [10/24 00:29:52] ppdet.engine INFO: Epoch: [66] [340/610] learning_rate: 0.265017 loss_vfl: 0.884410 loss_bbox: 0.320689 loss_dfl: 0.199142 loss: 1.380343 eta: 3 days, 5:24:28 batch_cost: 1.9627 data_cost: 0.0012 ips: 24.4567 images/s [10/24 00:30:35] ppdet.engine INFO: Epoch: [66] [360/610] learning_rate: 0.264984 loss_vfl: 0.891866 loss_bbox: 0.323600 loss_dfl: 0.201314 loss: 1.386308 eta: 3 days, 5:23:47 batch_cost: 1.9264 data_cost: 0.0010 ips: 24.9166 images/s [10/24 00:31:18] ppdet.engine INFO: Epoch: [66] [380/610] learning_rate: 0.264951 loss_vfl: 0.907683 loss_bbox: 0.319763 loss_dfl: 0.203538 loss: 1.425695 eta: 3 days, 5:23:08 batch_cost: 1.9600 data_cost: 0.0010 ips: 24.4901 images/s [10/24 00:32:02] ppdet.engine INFO: Epoch: [66] [400/610] learning_rate: 0.264918 loss_vfl: 0.887608 loss_bbox: 0.324304 loss_dfl: 0.195480 loss: 1.420493 eta: 3 days, 5:22:31 batch_cost: 1.9882 data_cost: 0.0011 ips: 24.1421 images/s [10/24 00:32:45] ppdet.engine INFO: Epoch: [66] [420/610] learning_rate: 0.264885 loss_vfl: 0.891114 loss_bbox: 0.320592 loss_dfl: 0.204125 loss: 1.412430 eta: 3 days, 5:21:53 batch_cost: 1.9745 data_cost: 0.0010 ips: 24.3095 images/s [10/24 00:33:29] ppdet.engine INFO: Epoch: [66] [440/610] learning_rate: 0.264851 loss_vfl: 0.878116 loss_bbox: 0.314542 loss_dfl: 0.201119 loss: 1.403177 eta: 3 days, 5:21:14 batch_cost: 1.9663 data_cost: 0.0010 ips: 24.4107 images/s [10/24 00:34:11] ppdet.engine INFO: Epoch: [66] [460/610] learning_rate: 0.264818 loss_vfl: 0.910282 loss_bbox: 0.301026 loss_dfl: 0.195625 loss: 1.418288 eta: 3 days, 5:20:32 batch_cost: 1.9046 data_cost: 0.0011 ips: 25.2022 images/s [10/24 00:34:54] ppdet.engine INFO: Epoch: [66] [480/610] learning_rate: 0.264785 loss_vfl: 0.909935 loss_bbox: 0.319217 loss_dfl: 0.202645 loss: 1.420988 eta: 3 days, 5:19:52 batch_cost: 1.9526 data_cost: 0.0010 ips: 24.5832 images/s [10/24 00:35:37] ppdet.engine INFO: Epoch: [66] [500/610] learning_rate: 0.264752 loss_vfl: 0.893436 loss_bbox: 0.293213 loss_dfl: 0.192089 loss: 1.396575 eta: 3 days, 5:19:13 batch_cost: 1.9547 data_cost: 0.0011 ips: 24.5567 images/s [10/24 00:36:20] ppdet.engine INFO: Epoch: [66] [520/610] learning_rate: 0.264719 loss_vfl: 0.888696 loss_bbox: 0.302222 loss_dfl: 0.189999 loss: 1.385747 eta: 3 days, 5:18:33 batch_cost: 1.9459 data_cost: 0.0011 ips: 24.6677 images/s [10/24 00:37:04] ppdet.engine INFO: Epoch: [66] [540/610] learning_rate: 0.264686 loss_vfl: 0.904067 loss_bbox: 0.306285 loss_dfl: 0.200645 loss: 1.389629 eta: 3 days, 5:17:53 batch_cost: 1.9508 data_cost: 0.0011 ips: 24.6058 images/s [10/24 00:37:47] ppdet.engine INFO: Epoch: [66] [560/610] learning_rate: 0.264652 loss_vfl: 0.888913 loss_bbox: 0.285497 loss_dfl: 0.188011 loss: 1.379664 eta: 3 days, 5:17:13 batch_cost: 1.9327 data_cost: 0.0011 ips: 24.8363 images/s [10/24 00:38:30] ppdet.engine INFO: Epoch: [66] [580/610] learning_rate: 0.264619 loss_vfl: 0.883556 loss_bbox: 0.319046 loss_dfl: 0.202815 loss: 1.403078 eta: 3 days, 5:16:31 batch_cost: 1.9234 data_cost: 0.0011 ips: 24.9560 images/s [10/24 00:39:12] ppdet.engine INFO: Epoch: [66] [600/610] learning_rate: 0.264586 loss_vfl: 0.895523 loss_bbox: 0.293590 loss_dfl: 0.191302 loss: 1.398036 eta: 3 days, 5:15:47 batch_cost: 1.8926 data_cost: 0.0011 ips: 25.3616 images/s [10/24 00:39:45] ppdet.engine INFO: Epoch: [67] [ 0/610] learning_rate: 0.264569 loss_vfl: 0.894599 loss_bbox: 0.300160 loss_dfl: 0.191302 loss: 1.401235 eta: 3 days, 5:15:59 batch_cost: 2.3808 data_cost: 0.2989 ips: 20.1613 images/s [10/24 00:40:29] ppdet.engine INFO: Epoch: [67] [ 20/610] learning_rate: 0.264536 loss_vfl: 0.904906 loss_bbox: 0.296758 loss_dfl: 0.192646 loss: 1.381439 eta: 3 days, 5:15:22 batch_cost: 1.9813 data_cost: 0.0013 ips: 24.2269 images/s [10/24 00:41:14] ppdet.engine INFO: Epoch: [67] [ 40/610] learning_rate: 0.264503 loss_vfl: 0.877424 loss_bbox: 0.290877 loss_dfl: 0.187236 loss: 1.355392 eta: 3 days, 5:14:47 batch_cost: 2.0150 data_cost: 0.0011 ips: 23.8214 images/s [10/24 00:41:57] ppdet.engine INFO: Epoch: [67] [ 60/610] learning_rate: 0.264470 loss_vfl: 0.889635 loss_bbox: 0.305336 loss_dfl: 0.195354 loss: 1.375694 eta: 3 days, 5:14:09 batch_cost: 1.9731 data_cost: 0.0012 ips: 24.3267 images/s [10/24 00:42:39] ppdet.engine INFO: Epoch: [67] [ 80/610] learning_rate: 0.264436 loss_vfl: 0.876352 loss_bbox: 0.301949 loss_dfl: 0.194453 loss: 1.367586 eta: 3 days, 5:13:24 batch_cost: 1.8801 data_cost: 0.0011 ips: 25.5301 images/s [10/24 00:43:22] ppdet.engine INFO: Epoch: [67] [100/610] learning_rate: 0.264403 loss_vfl: 0.896918 loss_bbox: 0.277973 loss_dfl: 0.182945 loss: 1.368705 eta: 3 days, 5:12:45 batch_cost: 1.9620 data_cost: 0.0011 ips: 24.4653 images/s [10/24 00:44:05] ppdet.engine INFO: Epoch: [67] [120/610] learning_rate: 0.264370 loss_vfl: 0.911107 loss_bbox: 0.296856 loss_dfl: 0.196013 loss: 1.391575 eta: 3 days, 5:12:06 batch_cost: 1.9534 data_cost: 0.0011 ips: 24.5732 images/s [10/24 00:44:47] ppdet.engine INFO: Epoch: [67] [140/610] learning_rate: 0.264336 loss_vfl: 0.897363 loss_bbox: 0.287276 loss_dfl: 0.187811 loss: 1.389068 eta: 3 days, 5:11:22 batch_cost: 1.8942 data_cost: 0.0011 ips: 25.3404 images/s [10/24 00:45:30] ppdet.engine INFO: Epoch: [67] [160/610] learning_rate: 0.264303 loss_vfl: 0.881624 loss_bbox: 0.317682 loss_dfl: 0.205371 loss: 1.416077 eta: 3 days, 5:10:42 batch_cost: 1.9436 data_cost: 0.0011 ips: 24.6971 images/s [10/24 00:46:13] ppdet.engine INFO: Epoch: [67] [180/610] learning_rate: 0.264270 loss_vfl: 0.880060 loss_bbox: 0.310432 loss_dfl: 0.197504 loss: 1.389065 eta: 3 days, 5:10:02 batch_cost: 1.9467 data_cost: 0.0011 ips: 24.6570 images/s [10/24 00:46:57] ppdet.engine INFO: Epoch: [67] [200/610] learning_rate: 0.264236 loss_vfl: 0.900460 loss_bbox: 0.297690 loss_dfl: 0.189653 loss: 1.380352 eta: 3 days, 5:09:24 batch_cost: 1.9615 data_cost: 0.0012 ips: 24.4708 images/s [10/24 00:47:40] ppdet.engine INFO: Epoch: [67] [220/610] learning_rate: 0.264203 loss_vfl: 0.882632 loss_bbox: 0.320018 loss_dfl: 0.200658 loss: 1.399153 eta: 3 days, 5:08:44 batch_cost: 1.9521 data_cost: 0.0010 ips: 24.5884 images/s [10/24 00:48:23] ppdet.engine INFO: Epoch: [67] [240/610] learning_rate: 0.264170 loss_vfl: 0.890491 loss_bbox: 0.323096 loss_dfl: 0.205204 loss: 1.418216 eta: 3 days, 5:08:05 batch_cost: 1.9626 data_cost: 0.0010 ips: 24.4574 images/s [10/24 00:49:06] ppdet.engine INFO: Epoch: [67] [260/610] learning_rate: 0.264136 loss_vfl: 0.910237 loss_bbox: 0.305624 loss_dfl: 0.192006 loss: 1.398016 eta: 3 days, 5:07:26 batch_cost: 1.9536 data_cost: 0.0010 ips: 24.5701 images/s [10/24 00:49:50] ppdet.engine INFO: Epoch: [67] [280/610] learning_rate: 0.264103 loss_vfl: 0.883036 loss_bbox: 0.299489 loss_dfl: 0.189512 loss: 1.380513 eta: 3 days, 5:06:46 batch_cost: 1.9431 data_cost: 0.0010 ips: 24.7026 images/s [10/24 00:50:32] ppdet.engine INFO: Epoch: [67] [300/610] learning_rate: 0.264069 loss_vfl: 0.894055 loss_bbox: 0.319152 loss_dfl: 0.195731 loss: 1.407540 eta: 3 days, 5:06:06 batch_cost: 1.9390 data_cost: 0.0011 ips: 24.7546 images/s [10/24 00:51:16] ppdet.engine INFO: Epoch: [67] [320/610] learning_rate: 0.264036 loss_vfl: 0.906521 loss_bbox: 0.294140 loss_dfl: 0.189354 loss: 1.405083 eta: 3 days, 5:05:27 batch_cost: 1.9619 data_cost: 0.0010 ips: 24.4660 images/s [10/24 00:51:59] ppdet.engine INFO: Epoch: [67] [340/610] learning_rate: 0.264002 loss_vfl: 0.901978 loss_bbox: 0.324061 loss_dfl: 0.197705 loss: 1.411628 eta: 3 days, 5:04:47 batch_cost: 1.9481 data_cost: 0.0010 ips: 24.6392 images/s [10/24 00:52:42] ppdet.engine INFO: Epoch: [67] [360/610] learning_rate: 0.263969 loss_vfl: 0.893704 loss_bbox: 0.307189 loss_dfl: 0.194619 loss: 1.391588 eta: 3 days, 5:04:05 batch_cost: 1.9217 data_cost: 0.0010 ips: 24.9781 images/s [10/24 00:53:25] ppdet.engine INFO: Epoch: [67] [380/610] learning_rate: 0.263935 loss_vfl: 0.894863 loss_bbox: 0.283972 loss_dfl: 0.189749 loss: 1.384093 eta: 3 days, 5:03:25 batch_cost: 1.9425 data_cost: 0.0011 ips: 24.7102 images/s [10/24 00:54:10] ppdet.engine INFO: Epoch: [67] [400/610] learning_rate: 0.263902 loss_vfl: 0.908435 loss_bbox: 0.312273 loss_dfl: 0.195200 loss: 1.407261 eta: 3 days, 5:02:48 batch_cost: 1.9814 data_cost: 0.0011 ips: 24.2250 images/s [10/24 00:54:53] ppdet.engine INFO: Epoch: [67] [420/610] learning_rate: 0.263868 loss_vfl: 0.902540 loss_bbox: 0.304200 loss_dfl: 0.198137 loss: 1.412135 eta: 3 days, 5:02:11 batch_cost: 1.9958 data_cost: 0.0011 ips: 24.0511 images/s [10/24 00:55:37] ppdet.engine INFO: Epoch: [67] [440/610] learning_rate: 0.263835 loss_vfl: 0.897103 loss_bbox: 0.304339 loss_dfl: 0.197779 loss: 1.391678 eta: 3 days, 5:01:33 batch_cost: 1.9754 data_cost: 0.0011 ips: 24.2990 images/s [10/24 00:56:21] ppdet.engine INFO: Epoch: [67] [460/610] learning_rate: 0.263801 loss_vfl: 0.881276 loss_bbox: 0.310024 loss_dfl: 0.200213 loss: 1.399947 eta: 3 days, 5:00:55 batch_cost: 1.9602 data_cost: 0.0011 ips: 24.4869 images/s [10/24 00:57:03] ppdet.engine INFO: Epoch: [67] [480/610] learning_rate: 0.263768 loss_vfl: 0.891762 loss_bbox: 0.318181 loss_dfl: 0.197109 loss: 1.437907 eta: 3 days, 5:00:12 batch_cost: 1.9051 data_cost: 0.0011 ips: 25.1958 images/s [10/24 00:57:47] ppdet.engine INFO: Epoch: [67] [500/610] learning_rate: 0.263734 loss_vfl: 0.869273 loss_bbox: 0.318237 loss_dfl: 0.204307 loss: 1.398800 eta: 3 days, 4:59:32 batch_cost: 1.9524 data_cost: 0.0011 ips: 24.5857 images/s [10/24 00:58:31] ppdet.engine INFO: Epoch: [67] [520/610] learning_rate: 0.263701 loss_vfl: 0.893586 loss_bbox: 0.319471 loss_dfl: 0.199135 loss: 1.412362 eta: 3 days, 4:58:59 batch_cost: 2.0427 data_cost: 0.0011 ips: 23.4982 images/s [10/24 00:59:13] ppdet.engine INFO: Epoch: [67] [540/610] learning_rate: 0.263667 loss_vfl: 0.898376 loss_bbox: 0.310675 loss_dfl: 0.196830 loss: 1.428853 eta: 3 days, 4:58:15 batch_cost: 1.8776 data_cost: 0.0010 ips: 25.5641 images/s [10/24 00:59:56] ppdet.engine INFO: Epoch: [67] [560/610] learning_rate: 0.263633 loss_vfl: 0.902669 loss_bbox: 0.297874 loss_dfl: 0.192432 loss: 1.409089 eta: 3 days, 4:57:36 batch_cost: 1.9607 data_cost: 0.0011 ips: 24.4813 images/s [10/24 01:00:39] ppdet.engine INFO: Epoch: [67] [580/610] learning_rate: 0.263600 loss_vfl: 0.900373 loss_bbox: 0.300011 loss_dfl: 0.188140 loss: 1.395744 eta: 3 days, 4:56:56 batch_cost: 1.9502 data_cost: 0.0011 ips: 24.6123 images/s [10/24 01:01:21] ppdet.engine INFO: Epoch: [67] [600/610] learning_rate: 0.263566 loss_vfl: 0.910812 loss_bbox: 0.293444 loss_dfl: 0.192932 loss: 1.413091 eta: 3 days, 4:56:08 batch_cost: 1.8289 data_cost: 0.0011 ips: 26.2459 images/s [10/24 01:01:53] ppdet.engine INFO: Epoch: [68] [ 0/610] learning_rate: 0.263549 loss_vfl: 0.895767 loss_bbox: 0.299609 loss_dfl: 0.193273 loss: 1.405841 eta: 3 days, 4:56:19 batch_cost: 2.3253 data_cost: 0.3393 ips: 20.6425 images/s [10/24 01:02:38] ppdet.engine INFO: Epoch: [68] [ 20/610] learning_rate: 0.263516 loss_vfl: 0.884100 loss_bbox: 0.295705 loss_dfl: 0.201181 loss: 1.393183 eta: 3 days, 4:55:42 batch_cost: 1.9872 data_cost: 0.0012 ips: 24.1544 images/s [10/24 01:03:22] ppdet.engine INFO: Epoch: [68] [ 40/610] learning_rate: 0.263482 loss_vfl: 0.889180 loss_bbox: 0.297155 loss_dfl: 0.183289 loss: 1.381900 eta: 3 days, 4:55:09 batch_cost: 2.0424 data_cost: 0.0015 ips: 23.5019 images/s [10/24 01:04:07] ppdet.engine INFO: Epoch: [68] [ 60/610] learning_rate: 0.263448 loss_vfl: 0.895926 loss_bbox: 0.305367 loss_dfl: 0.195892 loss: 1.393951 eta: 3 days, 4:54:32 batch_cost: 1.9949 data_cost: 0.0011 ips: 24.0615 images/s [10/24 01:04:50] ppdet.engine INFO: Epoch: [68] [ 80/610] learning_rate: 0.263415 loss_vfl: 0.882731 loss_bbox: 0.296247 loss_dfl: 0.193452 loss: 1.393656 eta: 3 days, 4:53:54 batch_cost: 1.9765 data_cost: 0.0010 ips: 24.2859 images/s [10/24 01:05:34] ppdet.engine INFO: Epoch: [68] [100/610] learning_rate: 0.263381 loss_vfl: 0.906329 loss_bbox: 0.298479 loss_dfl: 0.183216 loss: 1.387190 eta: 3 days, 4:53:17 batch_cost: 1.9903 data_cost: 0.0011 ips: 24.1170 images/s [10/24 01:06:17] ppdet.engine INFO: Epoch: [68] [120/610] learning_rate: 0.263347 loss_vfl: 0.898652 loss_bbox: 0.303724 loss_dfl: 0.198162 loss: 1.408081 eta: 3 days, 4:52:38 batch_cost: 1.9616 data_cost: 0.0014 ips: 24.4697 images/s [10/24 01:07:01] ppdet.engine INFO: Epoch: [68] [140/610] learning_rate: 0.263313 loss_vfl: 0.880187 loss_bbox: 0.303867 loss_dfl: 0.192486 loss: 1.398625 eta: 3 days, 4:52:02 batch_cost: 2.0019 data_cost: 0.0011 ips: 23.9770 images/s [10/24 01:07:44] ppdet.engine INFO: Epoch: [68] [160/610] learning_rate: 0.263280 loss_vfl: 0.898135 loss_bbox: 0.296826 loss_dfl: 0.193616 loss: 1.395050 eta: 3 days, 4:51:24 batch_cost: 1.9653 data_cost: 0.0011 ips: 24.4239 images/s [10/24 01:08:28] ppdet.engine INFO: Epoch: [68] [180/610] learning_rate: 0.263246 loss_vfl: 0.895076 loss_bbox: 0.303988 loss_dfl: 0.188575 loss: 1.396235 eta: 3 days, 4:50:48 batch_cost: 2.0079 data_cost: 0.0011 ips: 23.9055 images/s [10/24 01:09:13] ppdet.engine INFO: Epoch: [68] [200/610] learning_rate: 0.263212 loss_vfl: 0.864761 loss_bbox: 0.324938 loss_dfl: 0.202028 loss: 1.404026 eta: 3 days, 4:50:14 batch_cost: 2.0378 data_cost: 0.0011 ips: 23.5553 images/s [10/24 01:09:56] ppdet.engine INFO: Epoch: [68] [220/610] learning_rate: 0.263178 loss_vfl: 0.882013 loss_bbox: 0.318521 loss_dfl: 0.199931 loss: 1.417784 eta: 3 days, 4:49:34 batch_cost: 1.9430 data_cost: 0.0010 ips: 24.7041 images/s [10/24 01:10:39] ppdet.engine INFO: Epoch: [68] [240/610] learning_rate: 0.263144 loss_vfl: 0.892659 loss_bbox: 0.296023 loss_dfl: 0.184345 loss: 1.383946 eta: 3 days, 4:48:54 batch_cost: 1.9463 data_cost: 0.0011 ips: 24.6618 images/s [10/24 01:11:22] ppdet.engine INFO: Epoch: [68] [260/610] learning_rate: 0.263111 loss_vfl: 0.898901 loss_bbox: 0.295471 loss_dfl: 0.189098 loss: 1.391504 eta: 3 days, 4:48:15 batch_cost: 1.9616 data_cost: 0.0011 ips: 24.4692 images/s [10/24 01:12:05] ppdet.engine INFO: Epoch: [68] [280/610] learning_rate: 0.263077 loss_vfl: 0.897142 loss_bbox: 0.322890 loss_dfl: 0.197451 loss: 1.410273 eta: 3 days, 4:47:37 batch_cost: 1.9641 data_cost: 0.0010 ips: 24.4381 images/s [10/24 01:12:48] ppdet.engine INFO: Epoch: [68] [300/610] learning_rate: 0.263043 loss_vfl: 0.886341 loss_bbox: 0.301883 loss_dfl: 0.193052 loss: 1.389837 eta: 3 days, 4:46:56 batch_cost: 1.9354 data_cost: 0.0010 ips: 24.8015 images/s [10/24 01:13:32] ppdet.engine INFO: Epoch: [68] [320/610] learning_rate: 0.263009 loss_vfl: 0.892375 loss_bbox: 0.298258 loss_dfl: 0.191353 loss: 1.388304 eta: 3 days, 4:46:16 batch_cost: 1.9373 data_cost: 0.0011 ips: 24.7767 images/s [10/24 01:14:16] ppdet.engine INFO: Epoch: [68] [340/610] learning_rate: 0.262975 loss_vfl: 0.917898 loss_bbox: 0.292165 loss_dfl: 0.192520 loss: 1.400573 eta: 3 days, 4:45:39 batch_cost: 2.0023 data_cost: 0.0011 ips: 23.9721 images/s [10/24 01:15:00] ppdet.engine INFO: Epoch: [68] [360/610] learning_rate: 0.262941 loss_vfl: 0.887241 loss_bbox: 0.313900 loss_dfl: 0.199715 loss: 1.413364 eta: 3 days, 4:45:02 batch_cost: 1.9860 data_cost: 0.0010 ips: 24.1697 images/s [10/24 01:15:43] ppdet.engine INFO: Epoch: [68] [380/610] learning_rate: 0.262907 loss_vfl: 0.894997 loss_bbox: 0.302362 loss_dfl: 0.199738 loss: 1.409605 eta: 3 days, 4:44:20 batch_cost: 1.9055 data_cost: 0.0011 ips: 25.1901 images/s [10/24 01:16:26] ppdet.engine INFO: Epoch: [68] [400/610] learning_rate: 0.262874 loss_vfl: 0.899489 loss_bbox: 0.304510 loss_dfl: 0.197256 loss: 1.412930 eta: 3 days, 4:43:42 batch_cost: 1.9859 data_cost: 0.0011 ips: 24.1698 images/s [10/24 01:17:10] ppdet.engine INFO: Epoch: [68] [420/610] learning_rate: 0.262840 loss_vfl: 0.898440 loss_bbox: 0.286924 loss_dfl: 0.189504 loss: 1.416982 eta: 3 days, 4:43:03 batch_cost: 1.9521 data_cost: 0.0012 ips: 24.5894 images/s [10/24 01:17:54] ppdet.engine INFO: Epoch: [68] [440/610] learning_rate: 0.262806 loss_vfl: 0.905112 loss_bbox: 0.319305 loss_dfl: 0.197704 loss: 1.421358 eta: 3 days, 4:42:24 batch_cost: 1.9684 data_cost: 0.0011 ips: 24.3851 images/s [10/24 01:18:36] ppdet.engine INFO: Epoch: [68] [460/610] learning_rate: 0.262772 loss_vfl: 0.886542 loss_bbox: 0.294526 loss_dfl: 0.193052 loss: 1.385059 eta: 3 days, 4:41:43 batch_cost: 1.9156 data_cost: 0.0010 ips: 25.0571 images/s [10/24 01:19:19] ppdet.engine INFO: Epoch: [68] [480/610] learning_rate: 0.262738 loss_vfl: 0.930651 loss_bbox: 0.303394 loss_dfl: 0.197311 loss: 1.427144 eta: 3 days, 4:41:02 batch_cost: 1.9330 data_cost: 0.0017 ips: 24.8318 images/s [10/24 01:20:03] ppdet.engine INFO: Epoch: [68] [500/610] learning_rate: 0.262704 loss_vfl: 0.892651 loss_bbox: 0.312981 loss_dfl: 0.195569 loss: 1.391912 eta: 3 days, 4:40:27 batch_cost: 2.0181 data_cost: 0.0011 ips: 23.7846 images/s [10/24 01:20:46] ppdet.engine INFO: Epoch: [68] [520/610] learning_rate: 0.262670 loss_vfl: 0.894979 loss_bbox: 0.294466 loss_dfl: 0.185872 loss: 1.398208 eta: 3 days, 4:39:47 batch_cost: 1.9498 data_cost: 0.0012 ips: 24.6185 images/s [10/24 01:21:29] ppdet.engine INFO: Epoch: [68] [540/610] learning_rate: 0.262636 loss_vfl: 0.903907 loss_bbox: 0.303465 loss_dfl: 0.199384 loss: 1.427230 eta: 3 days, 4:39:07 batch_cost: 1.9444 data_cost: 0.0011 ips: 24.6865 images/s [10/24 01:22:13] ppdet.engine INFO: Epoch: [68] [560/610] learning_rate: 0.262602 loss_vfl: 0.903489 loss_bbox: 0.283395 loss_dfl: 0.193746 loss: 1.411405 eta: 3 days, 4:38:28 batch_cost: 1.9654 data_cost: 0.0010 ips: 24.4224 images/s [10/24 01:22:57] ppdet.engine INFO: Epoch: [68] [580/610] learning_rate: 0.262568 loss_vfl: 0.907639 loss_bbox: 0.299948 loss_dfl: 0.193682 loss: 1.408462 eta: 3 days, 4:37:52 batch_cost: 1.9995 data_cost: 0.0011 ips: 24.0059 images/s [10/24 01:23:39] ppdet.engine INFO: Epoch: [68] [600/610] learning_rate: 0.262534 loss_vfl: 0.902207 loss_bbox: 0.285536 loss_dfl: 0.191477 loss: 1.398552 eta: 3 days, 4:37:10 batch_cost: 1.9155 data_cost: 0.0011 ips: 25.0585 images/s [10/24 01:24:08] ppdet.engine INFO: Epoch: [69] [ 0/610] learning_rate: 0.262517 loss_vfl: 0.904051 loss_bbox: 0.296839 loss_dfl: 0.193172 loss: 1.400908 eta: 3 days, 4:37:08 batch_cost: 2.1675 data_cost: 0.1420 ips: 22.1454 images/s [10/24 01:24:53] ppdet.engine INFO: Epoch: [69] [ 20/610] learning_rate: 0.262483 loss_vfl: 0.893424 loss_bbox: 0.295472 loss_dfl: 0.195889 loss: 1.400239 eta: 3 days, 4:36:35 batch_cost: 2.0556 data_cost: 0.0011 ips: 23.3513 images/s [10/24 01:25:37] ppdet.engine INFO: Epoch: [69] [ 40/610] learning_rate: 0.262449 loss_vfl: 0.880282 loss_bbox: 0.294315 loss_dfl: 0.194613 loss: 1.382100 eta: 3 days, 4:35:58 batch_cost: 1.9932 data_cost: 0.0011 ips: 24.0820 images/s [10/24 01:26:21] ppdet.engine INFO: Epoch: [69] [ 60/610] learning_rate: 0.262414 loss_vfl: 0.893578 loss_bbox: 0.295108 loss_dfl: 0.185782 loss: 1.382187 eta: 3 days, 4:35:19 batch_cost: 1.9587 data_cost: 0.0011 ips: 24.5059 images/s [10/24 01:27:05] ppdet.engine INFO: Epoch: [69] [ 80/610] learning_rate: 0.262380 loss_vfl: 0.882481 loss_bbox: 0.302600 loss_dfl: 0.197543 loss: 1.383834 eta: 3 days, 4:34:41 batch_cost: 1.9706 data_cost: 0.0011 ips: 24.3577 images/s [10/24 01:27:49] ppdet.engine INFO: Epoch: [69] [100/610] learning_rate: 0.262346 loss_vfl: 0.879466 loss_bbox: 0.301531 loss_dfl: 0.195523 loss: 1.383256 eta: 3 days, 4:34:04 batch_cost: 1.9837 data_cost: 0.0011 ips: 24.1977 images/s [10/24 01:28:32] ppdet.engine INFO: Epoch: [69] [120/610] learning_rate: 0.262312 loss_vfl: 0.890825 loss_bbox: 0.298864 loss_dfl: 0.198056 loss: 1.401620 eta: 3 days, 4:33:27 batch_cost: 1.9914 data_cost: 0.0010 ips: 24.1034 images/s [10/24 01:29:16] ppdet.engine INFO: Epoch: [69] [140/610] learning_rate: 0.262278 loss_vfl: 0.887200 loss_bbox: 0.310720 loss_dfl: 0.200833 loss: 1.407131 eta: 3 days, 4:32:49 batch_cost: 1.9773 data_cost: 0.0011 ips: 24.2753 images/s [10/24 01:29:59] ppdet.engine INFO: Epoch: [69] [160/610] learning_rate: 0.262244 loss_vfl: 0.893888 loss_bbox: 0.318799 loss_dfl: 0.197549 loss: 1.396628 eta: 3 days, 4:32:10 batch_cost: 1.9678 data_cost: 0.0011 ips: 24.3929 images/s [10/24 01:30:43] ppdet.engine INFO: Epoch: [69] [180/610] learning_rate: 0.262210 loss_vfl: 0.886778 loss_bbox: 0.301612 loss_dfl: 0.196222 loss: 1.404777 eta: 3 days, 4:31:33 batch_cost: 1.9870 data_cost: 0.0011 ips: 24.1568 images/s [10/24 01:31:26] ppdet.engine INFO: Epoch: [69] [200/610] learning_rate: 0.262175 loss_vfl: 0.900448 loss_bbox: 0.300595 loss_dfl: 0.199816 loss: 1.391674 eta: 3 days, 4:30:51 batch_cost: 1.9047 data_cost: 0.0011 ips: 25.2008 images/s [10/24 01:32:10] ppdet.engine INFO: Epoch: [69] [220/610] learning_rate: 0.262141 loss_vfl: 0.904070 loss_bbox: 0.291022 loss_dfl: 0.187049 loss: 1.369623 eta: 3 days, 4:30:14 batch_cost: 1.9934 data_cost: 0.0010 ips: 24.0800 images/s [10/24 01:32:53] ppdet.engine INFO: Epoch: [69] [240/610] learning_rate: 0.262107 loss_vfl: 0.893097 loss_bbox: 0.290154 loss_dfl: 0.186379 loss: 1.377405 eta: 3 days, 4:29:37 batch_cost: 1.9896 data_cost: 0.0010 ips: 24.1256 images/s [10/24 01:33:36] ppdet.engine INFO: Epoch: [69] [260/610] learning_rate: 0.262073 loss_vfl: 0.901296 loss_bbox: 0.318779 loss_dfl: 0.208686 loss: 1.421114 eta: 3 days, 4:28:54 batch_cost: 1.9084 data_cost: 0.0010 ips: 25.1518 images/s [10/24 01:34:20] ppdet.engine INFO: Epoch: [69] [280/610] learning_rate: 0.262039 loss_vfl: 0.901998 loss_bbox: 0.311802 loss_dfl: 0.196487 loss: 1.423987 eta: 3 days, 4:28:18 batch_cost: 2.0047 data_cost: 0.0010 ips: 23.9438 images/s [10/24 01:35:04] ppdet.engine INFO: Epoch: [69] [300/610] learning_rate: 0.262004 loss_vfl: 0.907606 loss_bbox: 0.315063 loss_dfl: 0.197019 loss: 1.410231 eta: 3 days, 4:27:42 batch_cost: 2.0017 data_cost: 0.0010 ips: 23.9801 images/s [10/24 01:35:47] ppdet.engine INFO: Epoch: [69] [320/610] learning_rate: 0.261970 loss_vfl: 0.903323 loss_bbox: 0.301207 loss_dfl: 0.197328 loss: 1.407356 eta: 3 days, 4:27:02 batch_cost: 1.9376 data_cost: 0.0011 ips: 24.7723 images/s [10/24 01:36:31] ppdet.engine INFO: Epoch: [69] [340/610] learning_rate: 0.261936 loss_vfl: 0.891948 loss_bbox: 0.298429 loss_dfl: 0.190629 loss: 1.375576 eta: 3 days, 4:26:27 batch_cost: 2.0276 data_cost: 0.0011 ips: 23.6728 images/s [10/24 01:37:14] ppdet.engine INFO: Epoch: [69] [360/610] learning_rate: 0.261901 loss_vfl: 0.879275 loss_bbox: 0.306461 loss_dfl: 0.193116 loss: 1.396221 eta: 3 days, 4:25:49 batch_cost: 1.9737 data_cost: 0.0010 ips: 24.3202 images/s [10/24 01:37:58] ppdet.engine INFO: Epoch: [69] [380/610] learning_rate: 0.261867 loss_vfl: 0.909767 loss_bbox: 0.305525 loss_dfl: 0.192038 loss: 1.383565 eta: 3 days, 4:25:10 batch_cost: 1.9652 data_cost: 0.0010 ips: 24.4252 images/s [10/24 01:38:41] ppdet.engine INFO: Epoch: [69] [400/610] learning_rate: 0.261833 loss_vfl: 0.903705 loss_bbox: 0.286415 loss_dfl: 0.191616 loss: 1.374686 eta: 3 days, 4:24:34 batch_cost: 1.9987 data_cost: 0.0054 ips: 24.0155 images/s [10/24 01:39:24] ppdet.engine INFO: Epoch: [69] [420/610] learning_rate: 0.261799 loss_vfl: 0.885581 loss_bbox: 0.302064 loss_dfl: 0.196791 loss: 1.382585 eta: 3 days, 4:23:54 batch_cost: 1.9503 data_cost: 0.0011 ips: 24.6110 images/s [10/24 01:40:08] ppdet.engine INFO: Epoch: [69] [440/610] learning_rate: 0.261764 loss_vfl: 0.903913 loss_bbox: 0.290080 loss_dfl: 0.188729 loss: 1.384720 eta: 3 days, 4:23:16 batch_cost: 1.9686 data_cost: 0.0010 ips: 24.3832 images/s [10/24 01:40:51] ppdet.engine INFO: Epoch: [69] [460/610] learning_rate: 0.261730 loss_vfl: 0.910571 loss_bbox: 0.315833 loss_dfl: 0.200923 loss: 1.426179 eta: 3 days, 4:22:38 batch_cost: 1.9694 data_cost: 0.0011 ips: 24.3727 images/s [10/24 01:41:35] ppdet.engine INFO: Epoch: [69] [480/610] learning_rate: 0.261695 loss_vfl: 0.905109 loss_bbox: 0.313509 loss_dfl: 0.201268 loss: 1.437338 eta: 3 days, 4:22:00 batch_cost: 1.9881 data_cost: 0.0010 ips: 24.1432 images/s [10/24 01:42:19] ppdet.engine INFO: Epoch: [69] [500/610] learning_rate: 0.261661 loss_vfl: 0.899597 loss_bbox: 0.312545 loss_dfl: 0.197027 loss: 1.405983 eta: 3 days, 4:21:26 batch_cost: 2.0234 data_cost: 0.0010 ips: 23.7229 images/s [10/24 01:43:02] ppdet.engine INFO: Epoch: [69] [520/610] learning_rate: 0.261627 loss_vfl: 0.906884 loss_bbox: 0.282691 loss_dfl: 0.183054 loss: 1.377216 eta: 3 days, 4:20:47 batch_cost: 1.9737 data_cost: 0.0010 ips: 24.3194 images/s [10/24 01:43:46] ppdet.engine INFO: Epoch: [69] [540/610] learning_rate: 0.261592 loss_vfl: 0.909833 loss_bbox: 0.285205 loss_dfl: 0.189673 loss: 1.383471 eta: 3 days, 4:20:08 batch_cost: 1.9545 data_cost: 0.0011 ips: 24.5591 images/s [10/24 01:44:29] ppdet.engine INFO: Epoch: [69] [560/610] learning_rate: 0.261558 loss_vfl: 0.908203 loss_bbox: 0.307114 loss_dfl: 0.196775 loss: 1.423202 eta: 3 days, 4:19:28 batch_cost: 1.9412 data_cost: 0.0011 ips: 24.7266 images/s [10/24 01:45:12] ppdet.engine INFO: Epoch: [69] [580/610] learning_rate: 0.261523 loss_vfl: 0.893913 loss_bbox: 0.315804 loss_dfl: 0.194770 loss: 1.401365 eta: 3 days, 4:18:50 batch_cost: 1.9709 data_cost: 0.0011 ips: 24.3548 images/s [10/24 01:45:55] ppdet.engine INFO: Epoch: [69] [600/610] learning_rate: 0.261489 loss_vfl: 0.914802 loss_bbox: 0.317860 loss_dfl: 0.199878 loss: 1.429224 eta: 3 days, 4:18:07 batch_cost: 1.9124 data_cost: 0.0011 ips: 25.0991 images/s [10/24 01:46:15] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/24 01:46:16] ppdet.engine INFO: Eval iter: 0 [10/24 01:46:47] ppdet.engine INFO: Eval iter: 100 [10/24 01:47:10] ppdet.engine INFO: Eval iter: 200 [10/24 01:47:33] ppdet.engine INFO: Eval iter: 300 [10/24 01:47:56] ppdet.engine INFO: Eval iter: 400 [10/24 01:48:19] ppdet.engine INFO: Eval iter: 500 [10/24 01:48:42] ppdet.engine INFO: Eval iter: 600 [10/24 01:49:01] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.95s) creating index... index created! [10/24 01:49:02] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.68s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=98.92s). Accumulating evaluation results... DONE (t=17.34s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.333 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.486 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.349 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.128 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.353 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.542 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.294 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.462 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.493 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.221 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.739 [10/24 01:51:05] ppdet.engine INFO: Total sample number: 4952, averge FPS: 32.56760035251959 [10/24 01:51:05] ppdet.engine INFO: Best test bbox ap is 0.333. [10/24 01:51:05] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/24 01:51:07] ppdet.engine INFO: Epoch: [70] [ 0/610] learning_rate: 0.261472 loss_vfl: 0.885160 loss_bbox: 0.309245 loss_dfl: 0.200640 loss: 1.389134 eta: 3 days, 4:17:41 batch_cost: 1.8055 data_cost: 0.0011 ips: 26.5848 images/s [10/24 01:51:51] ppdet.engine INFO: Epoch: [70] [ 20/610] learning_rate: 0.261437 loss_vfl: 0.879393 loss_bbox: 0.305276 loss_dfl: 0.198364 loss: 1.415389 eta: 3 days, 4:17:03 batch_cost: 1.9679 data_cost: 0.0011 ips: 24.3910 images/s [10/24 01:52:35] ppdet.engine INFO: Epoch: [70] [ 40/610] learning_rate: 0.261403 loss_vfl: 0.903911 loss_bbox: 0.300358 loss_dfl: 0.193828 loss: 1.403507 eta: 3 days, 4:16:23 batch_cost: 1.9409 data_cost: 0.0010 ips: 24.7306 images/s [10/24 01:53:20] ppdet.engine INFO: Epoch: [70] [ 60/610] learning_rate: 0.261368 loss_vfl: 0.887426 loss_bbox: 0.287211 loss_dfl: 0.179218 loss: 1.366880 eta: 3 days, 4:15:46 batch_cost: 1.9874 data_cost: 0.0010 ips: 24.1524 images/s [10/24 01:54:03] ppdet.engine INFO: Epoch: [70] [ 80/610] learning_rate: 0.261334 loss_vfl: 0.902045 loss_bbox: 0.311834 loss_dfl: 0.199989 loss: 1.415487 eta: 3 days, 4:15:07 batch_cost: 1.9621 data_cost: 0.0010 ips: 24.4639 images/s [10/24 01:54:47] ppdet.engine INFO: Epoch: [70] [100/610] learning_rate: 0.261299 loss_vfl: 0.884672 loss_bbox: 0.303441 loss_dfl: 0.192855 loss: 1.392435 eta: 3 days, 4:14:29 batch_cost: 1.9766 data_cost: 0.0010 ips: 24.2840 images/s [10/24 01:55:31] ppdet.engine INFO: Epoch: [70] [120/610] learning_rate: 0.261265 loss_vfl: 0.879744 loss_bbox: 0.292644 loss_dfl: 0.192997 loss: 1.363521 eta: 3 days, 4:13:50 batch_cost: 1.9633 data_cost: 0.0010 ips: 24.4489 images/s [10/24 01:56:15] ppdet.engine INFO: Epoch: [70] [140/610] learning_rate: 0.261230 loss_vfl: 0.884935 loss_bbox: 0.310447 loss_dfl: 0.198094 loss: 1.406298 eta: 3 days, 4:13:12 batch_cost: 1.9702 data_cost: 0.0011 ips: 24.3636 images/s [10/24 01:56:58] ppdet.engine INFO: Epoch: [70] [160/610] learning_rate: 0.261196 loss_vfl: 0.895446 loss_bbox: 0.303057 loss_dfl: 0.194380 loss: 1.398435 eta: 3 days, 4:12:32 batch_cost: 1.9441 data_cost: 0.0011 ips: 24.6897 images/s [10/24 01:57:41] ppdet.engine INFO: Epoch: [70] [180/610] learning_rate: 0.261161 loss_vfl: 0.892670 loss_bbox: 0.298299 loss_dfl: 0.192256 loss: 1.386146 eta: 3 days, 4:11:52 batch_cost: 1.9584 data_cost: 0.0011 ips: 24.5092 images/s [10/24 01:58:24] ppdet.engine INFO: Epoch: [70] [200/610] learning_rate: 0.261126 loss_vfl: 0.917174 loss_bbox: 0.328331 loss_dfl: 0.199521 loss: 1.429523 eta: 3 days, 4:11:13 batch_cost: 1.9536 data_cost: 0.0011 ips: 24.5702 images/s [10/24 01:59:08] ppdet.engine INFO: Epoch: [70] [220/610] learning_rate: 0.261092 loss_vfl: 0.879230 loss_bbox: 0.324995 loss_dfl: 0.207091 loss: 1.444988 eta: 3 days, 4:10:37 batch_cost: 2.0016 data_cost: 0.0011 ips: 23.9813 images/s [10/24 01:59:52] ppdet.engine INFO: Epoch: [70] [240/610] learning_rate: 0.261057 loss_vfl: 0.885397 loss_bbox: 0.298597 loss_dfl: 0.191792 loss: 1.393755 eta: 3 days, 4:09:59 batch_cost: 1.9843 data_cost: 0.0011 ips: 24.1901 images/s [10/24 02:00:34] ppdet.engine INFO: Epoch: [70] [260/610] learning_rate: 0.261023 loss_vfl: 0.890118 loss_bbox: 0.306962 loss_dfl: 0.195085 loss: 1.430444 eta: 3 days, 4:09:20 batch_cost: 1.9499 data_cost: 0.0011 ips: 24.6173 images/s [10/24 02:01:18] ppdet.engine INFO: Epoch: [70] [280/610] learning_rate: 0.260988 loss_vfl: 0.897372 loss_bbox: 0.299940 loss_dfl: 0.193167 loss: 1.397812 eta: 3 days, 4:08:43 batch_cost: 2.0029 data_cost: 0.0011 ips: 23.9657 images/s [10/24 02:02:02] ppdet.engine INFO: Epoch: [70] [300/610] learning_rate: 0.260953 loss_vfl: 0.894473 loss_bbox: 0.305281 loss_dfl: 0.199621 loss: 1.389792 eta: 3 days, 4:08:05 batch_cost: 1.9706 data_cost: 0.0010 ips: 24.3584 images/s [10/24 02:02:46] ppdet.engine INFO: Epoch: [70] [320/610] learning_rate: 0.260919 loss_vfl: 0.907801 loss_bbox: 0.298967 loss_dfl: 0.189523 loss: 1.414451 eta: 3 days, 4:07:28 batch_cost: 1.9844 data_cost: 0.0011 ips: 24.1883 images/s [10/24 02:03:30] ppdet.engine INFO: Epoch: [70] [340/610] learning_rate: 0.260884 loss_vfl: 0.890115 loss_bbox: 0.314319 loss_dfl: 0.198954 loss: 1.407758 eta: 3 days, 4:06:50 batch_cost: 1.9747 data_cost: 0.0011 ips: 24.3079 images/s [10/24 02:04:13] ppdet.engine INFO: Epoch: [70] [360/610] learning_rate: 0.260849 loss_vfl: 0.910609 loss_bbox: 0.293831 loss_dfl: 0.182565 loss: 1.392154 eta: 3 days, 4:06:10 batch_cost: 1.9459 data_cost: 0.0011 ips: 24.6668 images/s [10/24 02:04:57] ppdet.engine INFO: Epoch: [70] [380/610] learning_rate: 0.260815 loss_vfl: 0.903132 loss_bbox: 0.324295 loss_dfl: 0.201415 loss: 1.382214 eta: 3 days, 4:05:32 batch_cost: 1.9775 data_cost: 0.0011 ips: 24.2730 images/s [10/24 02:05:40] ppdet.engine INFO: Epoch: [70] [400/610] learning_rate: 0.260780 loss_vfl: 0.931842 loss_bbox: 0.315421 loss_dfl: 0.199580 loss: 1.421225 eta: 3 days, 4:04:54 batch_cost: 1.9812 data_cost: 0.0010 ips: 24.2274 images/s [10/24 02:06:24] ppdet.engine INFO: Epoch: [70] [420/610] learning_rate: 0.260745 loss_vfl: 0.914705 loss_bbox: 0.302137 loss_dfl: 0.185672 loss: 1.397652 eta: 3 days, 4:04:17 batch_cost: 1.9833 data_cost: 0.0010 ips: 24.2021 images/s [10/24 02:07:07] ppdet.engine INFO: Epoch: [70] [440/610] learning_rate: 0.260710 loss_vfl: 0.918505 loss_bbox: 0.297370 loss_dfl: 0.195210 loss: 1.403213 eta: 3 days, 4:03:38 batch_cost: 1.9724 data_cost: 0.0010 ips: 24.3358 images/s [10/24 02:07:51] ppdet.engine INFO: Epoch: [70] [460/610] learning_rate: 0.260676 loss_vfl: 0.875556 loss_bbox: 0.311463 loss_dfl: 0.194303 loss: 1.395026 eta: 3 days, 4:03:01 batch_cost: 1.9775 data_cost: 0.0011 ips: 24.2728 images/s [10/24 02:08:35] ppdet.engine INFO: Epoch: [70] [480/610] learning_rate: 0.260641 loss_vfl: 0.887774 loss_bbox: 0.304682 loss_dfl: 0.199115 loss: 1.404022 eta: 3 days, 4:02:22 batch_cost: 1.9729 data_cost: 0.0011 ips: 24.3300 images/s [10/24 02:09:19] ppdet.engine INFO: Epoch: [70] [500/610] learning_rate: 0.260606 loss_vfl: 0.903796 loss_bbox: 0.297197 loss_dfl: 0.195475 loss: 1.379486 eta: 3 days, 4:01:46 batch_cost: 1.9955 data_cost: 0.0011 ips: 24.0538 images/s [10/24 02:10:03] ppdet.engine INFO: Epoch: [70] [520/610] learning_rate: 0.260571 loss_vfl: 0.899442 loss_bbox: 0.320843 loss_dfl: 0.201714 loss: 1.419694 eta: 3 days, 4:01:09 batch_cost: 1.9933 data_cost: 0.0011 ips: 24.0804 images/s [10/24 02:10:47] ppdet.engine INFO: Epoch: [70] [540/610] learning_rate: 0.260536 loss_vfl: 0.878324 loss_bbox: 0.314542 loss_dfl: 0.196939 loss: 1.397947 eta: 3 days, 4:00:34 batch_cost: 2.0248 data_cost: 0.0011 ips: 23.7061 images/s [10/24 02:11:30] ppdet.engine INFO: Epoch: [70] [560/610] learning_rate: 0.260502 loss_vfl: 0.900364 loss_bbox: 0.308573 loss_dfl: 0.204679 loss: 1.420079 eta: 3 days, 3:59:54 batch_cost: 1.9391 data_cost: 0.0010 ips: 24.7532 images/s [10/24 02:12:12] ppdet.engine INFO: Epoch: [70] [580/610] learning_rate: 0.260467 loss_vfl: 0.880710 loss_bbox: 0.311723 loss_dfl: 0.205811 loss: 1.408060 eta: 3 days, 3:59:12 batch_cost: 1.9225 data_cost: 0.0010 ips: 24.9674 images/s [10/24 02:12:53] ppdet.engine INFO: Epoch: [70] [600/610] learning_rate: 0.260432 loss_vfl: 0.884711 loss_bbox: 0.314701 loss_dfl: 0.202927 loss: 1.401000 eta: 3 days, 3:58:27 batch_cost: 1.8587 data_cost: 0.0011 ips: 25.8243 images/s [10/24 02:13:26] ppdet.engine INFO: Epoch: [71] [ 0/610] learning_rate: 0.260415 loss_vfl: 0.884267 loss_bbox: 0.315717 loss_dfl: 0.196478 loss: 1.394274 eta: 3 days, 3:58:36 batch_cost: 2.3302 data_cost: 0.2382 ips: 20.5990 images/s [10/24 02:14:11] ppdet.engine INFO: Epoch: [71] [ 20/610] learning_rate: 0.260380 loss_vfl: 0.882110 loss_bbox: 0.313917 loss_dfl: 0.194176 loss: 1.403303 eta: 3 days, 3:58:01 batch_cost: 2.0278 data_cost: 0.0012 ips: 23.6711 images/s [10/24 02:14:54] ppdet.engine INFO: Epoch: [71] [ 40/610] learning_rate: 0.260345 loss_vfl: 0.881738 loss_bbox: 0.305943 loss_dfl: 0.198402 loss: 1.375799 eta: 3 days, 3:57:20 batch_cost: 1.9295 data_cost: 0.0011 ips: 24.8764 images/s [10/24 02:15:39] ppdet.engine INFO: Epoch: [71] [ 60/610] learning_rate: 0.260310 loss_vfl: 0.897405 loss_bbox: 0.294633 loss_dfl: 0.196312 loss: 1.409717 eta: 3 days, 3:56:43 batch_cost: 1.9964 data_cost: 0.0011 ips: 24.0437 images/s [10/24 02:16:22] ppdet.engine INFO: Epoch: [71] [ 80/610] learning_rate: 0.260275 loss_vfl: 0.880019 loss_bbox: 0.279859 loss_dfl: 0.185294 loss: 1.360880 eta: 3 days, 3:56:05 batch_cost: 1.9814 data_cost: 0.0011 ips: 24.2258 images/s [10/24 02:17:06] ppdet.engine INFO: Epoch: [71] [100/610] learning_rate: 0.260240 loss_vfl: 0.901551 loss_bbox: 0.295496 loss_dfl: 0.193776 loss: 1.392170 eta: 3 days, 3:55:29 batch_cost: 1.9968 data_cost: 0.0011 ips: 24.0389 images/s [10/24 02:17:50] ppdet.engine INFO: Epoch: [71] [120/610] learning_rate: 0.260205 loss_vfl: 0.898399 loss_bbox: 0.294974 loss_dfl: 0.193433 loss: 1.390482 eta: 3 days, 3:54:52 batch_cost: 1.9950 data_cost: 0.0011 ips: 24.0599 images/s [10/24 02:18:34] ppdet.engine INFO: Epoch: [71] [140/610] learning_rate: 0.260170 loss_vfl: 0.893529 loss_bbox: 0.293529 loss_dfl: 0.191226 loss: 1.383958 eta: 3 days, 3:54:15 batch_cost: 1.9928 data_cost: 0.0011 ips: 24.0867 images/s [10/24 02:19:18] ppdet.engine INFO: Epoch: [71] [160/610] learning_rate: 0.260135 loss_vfl: 0.894996 loss_bbox: 0.333631 loss_dfl: 0.201408 loss: 1.412398 eta: 3 days, 3:53:36 batch_cost: 1.9662 data_cost: 0.0011 ips: 24.4131 images/s [10/24 02:20:01] ppdet.engine INFO: Epoch: [71] [180/610] learning_rate: 0.260100 loss_vfl: 0.886789 loss_bbox: 0.310724 loss_dfl: 0.199893 loss: 1.384628 eta: 3 days, 3:52:57 batch_cost: 1.9611 data_cost: 0.0010 ips: 24.4759 images/s [10/24 02:20:44] ppdet.engine INFO: Epoch: [71] [200/610] learning_rate: 0.260065 loss_vfl: 0.881097 loss_bbox: 0.310011 loss_dfl: 0.201010 loss: 1.396416 eta: 3 days, 3:52:18 batch_cost: 1.9545 data_cost: 0.0011 ips: 24.5584 images/s [10/24 02:21:28] ppdet.engine INFO: Epoch: [71] [220/610] learning_rate: 0.260030 loss_vfl: 0.903173 loss_bbox: 0.317958 loss_dfl: 0.196283 loss: 1.380443 eta: 3 days, 3:51:40 batch_cost: 1.9678 data_cost: 0.0011 ips: 24.3929 images/s [10/24 02:22:12] ppdet.engine INFO: Epoch: [71] [240/610] learning_rate: 0.259995 loss_vfl: 0.890702 loss_bbox: 0.321648 loss_dfl: 0.202635 loss: 1.399237 eta: 3 days, 3:51:02 batch_cost: 1.9866 data_cost: 0.0011 ips: 24.1625 images/s [10/24 02:22:54] ppdet.engine INFO: Epoch: [71] [260/610] learning_rate: 0.259960 loss_vfl: 0.902864 loss_bbox: 0.309978 loss_dfl: 0.195953 loss: 1.407596 eta: 3 days, 3:50:21 batch_cost: 1.9268 data_cost: 0.0010 ips: 24.9115 images/s [10/24 02:23:37] ppdet.engine INFO: Epoch: [71] [280/610] learning_rate: 0.259925 loss_vfl: 0.888560 loss_bbox: 0.303286 loss_dfl: 0.192281 loss: 1.381940 eta: 3 days, 3:49:40 batch_cost: 1.9361 data_cost: 0.0011 ips: 24.7922 images/s [10/24 02:24:20] ppdet.engine INFO: Epoch: [71] [300/610] learning_rate: 0.259890 loss_vfl: 0.880973 loss_bbox: 0.327131 loss_dfl: 0.206451 loss: 1.421100 eta: 3 days, 3:48:59 batch_cost: 1.9166 data_cost: 0.0011 ips: 25.0449 images/s [10/24 02:25:04] ppdet.engine INFO: Epoch: [71] [320/610] learning_rate: 0.259855 loss_vfl: 0.885499 loss_bbox: 0.312431 loss_dfl: 0.198808 loss: 1.390924 eta: 3 days, 3:48:21 batch_cost: 1.9836 data_cost: 0.0010 ips: 24.1981 images/s [10/24 02:25:45] ppdet.engine INFO: Epoch: [71] [340/610] learning_rate: 0.259820 loss_vfl: 0.888375 loss_bbox: 0.298158 loss_dfl: 0.192435 loss: 1.389653 eta: 3 days, 3:47:37 batch_cost: 1.8752 data_cost: 0.0014 ips: 25.5976 images/s [10/24 02:26:28] ppdet.engine INFO: Epoch: [71] [360/610] learning_rate: 0.259785 loss_vfl: 0.902199 loss_bbox: 0.312888 loss_dfl: 0.194708 loss: 1.420614 eta: 3 days, 3:46:57 batch_cost: 1.9505 data_cost: 0.0010 ips: 24.6096 images/s [10/24 02:27:12] ppdet.engine INFO: Epoch: [71] [380/610] learning_rate: 0.259750 loss_vfl: 0.884650 loss_bbox: 0.305287 loss_dfl: 0.194285 loss: 1.396744 eta: 3 days, 3:46:22 batch_cost: 2.0180 data_cost: 0.0011 ips: 23.7857 images/s [10/24 02:27:55] ppdet.engine INFO: Epoch: [71] [400/610] learning_rate: 0.259715 loss_vfl: 0.905918 loss_bbox: 0.306729 loss_dfl: 0.197501 loss: 1.408639 eta: 3 days, 3:45:41 batch_cost: 1.9269 data_cost: 0.0010 ips: 24.9101 images/s [10/24 02:28:38] ppdet.engine INFO: Epoch: [71] [420/610] learning_rate: 0.259680 loss_vfl: 0.907566 loss_bbox: 0.297865 loss_dfl: 0.199833 loss: 1.414434 eta: 3 days, 3:45:01 batch_cost: 1.9504 data_cost: 0.0011 ips: 24.6100 images/s [10/24 02:29:21] ppdet.engine INFO: Epoch: [71] [440/610] learning_rate: 0.259644 loss_vfl: 0.874278 loss_bbox: 0.337042 loss_dfl: 0.212408 loss: 1.441721 eta: 3 days, 3:44:21 batch_cost: 1.9464 data_cost: 0.0010 ips: 24.6615 images/s [10/24 02:30:04] ppdet.engine INFO: Epoch: [71] [460/610] learning_rate: 0.259609 loss_vfl: 0.899521 loss_bbox: 0.300563 loss_dfl: 0.190034 loss: 1.382895 eta: 3 days, 3:43:39 batch_cost: 1.9104 data_cost: 0.0010 ips: 25.1258 images/s [10/24 02:30:47] ppdet.engine INFO: Epoch: [71] [480/610] learning_rate: 0.259574 loss_vfl: 0.887480 loss_bbox: 0.333116 loss_dfl: 0.203466 loss: 1.416062 eta: 3 days, 3:42:58 batch_cost: 1.9310 data_cost: 0.0010 ips: 24.8581 images/s [10/24 02:31:30] ppdet.engine INFO: Epoch: [71] [500/610] learning_rate: 0.259539 loss_vfl: 0.891095 loss_bbox: 0.304024 loss_dfl: 0.203974 loss: 1.425580 eta: 3 days, 3:42:17 batch_cost: 1.9375 data_cost: 0.0010 ips: 24.7736 images/s [10/24 02:32:14] ppdet.engine INFO: Epoch: [71] [520/610] learning_rate: 0.259504 loss_vfl: 0.903011 loss_bbox: 0.303879 loss_dfl: 0.198853 loss: 1.410912 eta: 3 days, 3:41:39 batch_cost: 1.9754 data_cost: 0.0011 ips: 24.2984 images/s [10/24 02:32:57] ppdet.engine INFO: Epoch: [71] [540/610] learning_rate: 0.259469 loss_vfl: 0.896172 loss_bbox: 0.311185 loss_dfl: 0.196466 loss: 1.395237 eta: 3 days, 3:40:58 batch_cost: 1.9214 data_cost: 0.0011 ips: 24.9816 images/s [10/24 02:33:40] ppdet.engine INFO: Epoch: [71] [560/610] learning_rate: 0.259433 loss_vfl: 0.879579 loss_bbox: 0.304111 loss_dfl: 0.197682 loss: 1.380637 eta: 3 days, 3:40:17 batch_cost: 1.9330 data_cost: 0.0011 ips: 24.8319 images/s [10/24 02:34:23] ppdet.engine INFO: Epoch: [71] [580/610] learning_rate: 0.259398 loss_vfl: 0.912639 loss_bbox: 0.324712 loss_dfl: 0.201023 loss: 1.436951 eta: 3 days, 3:39:37 batch_cost: 1.9430 data_cost: 0.0010 ips: 24.7043 images/s [10/24 02:35:04] ppdet.engine INFO: Epoch: [71] [600/610] learning_rate: 0.259363 loss_vfl: 0.884894 loss_bbox: 0.302051 loss_dfl: 0.198253 loss: 1.381306 eta: 3 days, 3:38:54 batch_cost: 1.9005 data_cost: 0.0011 ips: 25.2571 images/s [10/24 02:35:39] ppdet.engine INFO: Epoch: [72] [ 0/610] learning_rate: 0.259345 loss_vfl: 0.877143 loss_bbox: 0.319106 loss_dfl: 0.194829 loss: 1.382861 eta: 3 days, 3:39:09 batch_cost: 2.4437 data_cost: 0.3709 ips: 19.6425 images/s [10/24 02:36:23] ppdet.engine INFO: Epoch: [72] [ 20/610] learning_rate: 0.259310 loss_vfl: 0.890151 loss_bbox: 0.298757 loss_dfl: 0.196953 loss: 1.381796 eta: 3 days, 3:38:31 batch_cost: 1.9765 data_cost: 0.0012 ips: 24.2851 images/s [10/24 02:37:07] ppdet.engine INFO: Epoch: [72] [ 40/610] learning_rate: 0.259275 loss_vfl: 0.884609 loss_bbox: 0.317931 loss_dfl: 0.206629 loss: 1.412726 eta: 3 days, 3:37:55 batch_cost: 1.9952 data_cost: 0.0011 ips: 24.0577 images/s [10/24 02:37:50] ppdet.engine INFO: Epoch: [72] [ 60/610] learning_rate: 0.259239 loss_vfl: 0.888031 loss_bbox: 0.298132 loss_dfl: 0.194950 loss: 1.376009 eta: 3 days, 3:37:15 batch_cost: 1.9552 data_cost: 0.0011 ips: 24.5505 images/s [10/24 02:38:33] ppdet.engine INFO: Epoch: [72] [ 80/610] learning_rate: 0.259204 loss_vfl: 0.872108 loss_bbox: 0.289707 loss_dfl: 0.185514 loss: 1.347226 eta: 3 days, 3:36:35 batch_cost: 1.9474 data_cost: 0.0011 ips: 24.6478 images/s [10/24 02:39:16] ppdet.engine INFO: Epoch: [72] [100/610] learning_rate: 0.259169 loss_vfl: 0.882595 loss_bbox: 0.321909 loss_dfl: 0.199720 loss: 1.408269 eta: 3 days, 3:35:55 batch_cost: 1.9345 data_cost: 0.0011 ips: 24.8130 images/s [10/24 02:40:00] ppdet.engine INFO: Epoch: [72] [120/610] learning_rate: 0.259134 loss_vfl: 0.886883 loss_bbox: 0.307636 loss_dfl: 0.200400 loss: 1.399136 eta: 3 days, 3:35:17 batch_cost: 1.9883 data_cost: 0.0013 ips: 24.1417 images/s [10/24 02:40:43] ppdet.engine INFO: Epoch: [72] [140/610] learning_rate: 0.259098 loss_vfl: 0.897029 loss_bbox: 0.336297 loss_dfl: 0.206462 loss: 1.422206 eta: 3 days, 3:34:40 batch_cost: 1.9800 data_cost: 0.0010 ips: 24.2426 images/s [10/24 02:41:26] ppdet.engine INFO: Epoch: [72] [160/610] learning_rate: 0.259063 loss_vfl: 0.885833 loss_bbox: 0.314899 loss_dfl: 0.205043 loss: 1.384575 eta: 3 days, 3:33:59 batch_cost: 1.9377 data_cost: 0.0010 ips: 24.7715 images/s [10/24 02:42:09] ppdet.engine INFO: Epoch: [72] [180/610] learning_rate: 0.259027 loss_vfl: 0.894689 loss_bbox: 0.288547 loss_dfl: 0.196291 loss: 1.378956 eta: 3 days, 3:33:17 batch_cost: 1.9173 data_cost: 0.0010 ips: 25.0355 images/s [10/24 02:42:52] ppdet.engine INFO: Epoch: [72] [200/610] learning_rate: 0.258992 loss_vfl: 0.907665 loss_bbox: 0.305041 loss_dfl: 0.189036 loss: 1.402695 eta: 3 days, 3:32:39 batch_cost: 1.9661 data_cost: 0.0010 ips: 24.4144 images/s [10/24 02:43:35] ppdet.engine INFO: Epoch: [72] [220/610] learning_rate: 0.258957 loss_vfl: 0.887906 loss_bbox: 0.297010 loss_dfl: 0.192884 loss: 1.373319 eta: 3 days, 3:32:00 batch_cost: 1.9712 data_cost: 0.0011 ips: 24.3511 images/s [10/24 02:44:19] ppdet.engine INFO: Epoch: [72] [240/610] learning_rate: 0.258921 loss_vfl: 0.910147 loss_bbox: 0.282540 loss_dfl: 0.187800 loss: 1.392164 eta: 3 days, 3:31:21 batch_cost: 1.9599 data_cost: 0.0011 ips: 24.4913 images/s [10/24 02:45:02] ppdet.engine INFO: Epoch: [72] [260/610] learning_rate: 0.258886 loss_vfl: 0.896296 loss_bbox: 0.298872 loss_dfl: 0.185308 loss: 1.403007 eta: 3 days, 3:30:42 batch_cost: 1.9619 data_cost: 0.0011 ips: 24.4666 images/s [10/24 02:45:45] ppdet.engine INFO: Epoch: [72] [280/610] learning_rate: 0.258850 loss_vfl: 0.897628 loss_bbox: 0.301189 loss_dfl: 0.189890 loss: 1.412132 eta: 3 days, 3:30:01 batch_cost: 1.9280 data_cost: 0.0011 ips: 24.8964 images/s [10/24 02:46:29] ppdet.engine INFO: Epoch: [72] [300/610] learning_rate: 0.258815 loss_vfl: 0.886693 loss_bbox: 0.301504 loss_dfl: 0.194861 loss: 1.405506 eta: 3 days, 3:29:23 batch_cost: 1.9751 data_cost: 0.0011 ips: 24.3026 images/s [10/24 02:47:12] ppdet.engine INFO: Epoch: [72] [320/610] learning_rate: 0.258780 loss_vfl: 0.905570 loss_bbox: 0.303193 loss_dfl: 0.196202 loss: 1.420491 eta: 3 days, 3:28:46 batch_cost: 1.9927 data_cost: 0.0011 ips: 24.0877 images/s [10/24 02:47:56] ppdet.engine INFO: Epoch: [72] [340/610] learning_rate: 0.258744 loss_vfl: 0.886468 loss_bbox: 0.321987 loss_dfl: 0.203498 loss: 1.400939 eta: 3 days, 3:28:08 batch_cost: 1.9672 data_cost: 0.0011 ips: 24.3996 images/s [10/24 02:48:39] ppdet.engine INFO: Epoch: [72] [360/610] learning_rate: 0.258709 loss_vfl: 0.907905 loss_bbox: 0.288655 loss_dfl: 0.181785 loss: 1.381258 eta: 3 days, 3:27:27 batch_cost: 1.9355 data_cost: 0.0011 ips: 24.8002 images/s [10/24 02:49:21] ppdet.engine INFO: Epoch: [72] [380/610] learning_rate: 0.258673 loss_vfl: 0.870386 loss_bbox: 0.291080 loss_dfl: 0.193863 loss: 1.355982 eta: 3 days, 3:26:45 batch_cost: 1.9095 data_cost: 0.0011 ips: 25.1377 images/s [10/24 02:50:04] ppdet.engine INFO: Epoch: [72] [400/610] learning_rate: 0.258638 loss_vfl: 0.885971 loss_bbox: 0.323983 loss_dfl: 0.202740 loss: 1.416584 eta: 3 days, 3:26:04 batch_cost: 1.9343 data_cost: 0.0010 ips: 24.8151 images/s [10/24 02:50:47] ppdet.engine INFO: Epoch: [72] [420/610] learning_rate: 0.258602 loss_vfl: 0.871180 loss_bbox: 0.305497 loss_dfl: 0.188221 loss: 1.393753 eta: 3 days, 3:25:23 batch_cost: 1.9325 data_cost: 0.0010 ips: 24.8388 images/s [10/24 02:51:30] ppdet.engine INFO: Epoch: [72] [440/610] learning_rate: 0.258567 loss_vfl: 0.903989 loss_bbox: 0.311577 loss_dfl: 0.199196 loss: 1.432610 eta: 3 days, 3:24:46 batch_cost: 1.9889 data_cost: 0.0010 ips: 24.1345 images/s [10/24 02:52:14] ppdet.engine INFO: Epoch: [72] [460/610] learning_rate: 0.258531 loss_vfl: 0.914352 loss_bbox: 0.321624 loss_dfl: 0.200862 loss: 1.421734 eta: 3 days, 3:24:06 batch_cost: 1.9485 data_cost: 0.0010 ips: 24.6340 images/s [10/24 02:52:58] ppdet.engine INFO: Epoch: [72] [480/610] learning_rate: 0.258495 loss_vfl: 0.881822 loss_bbox: 0.304637 loss_dfl: 0.195057 loss: 1.394045 eta: 3 days, 3:23:30 batch_cost: 2.0017 data_cost: 0.0010 ips: 23.9801 images/s [10/24 02:53:42] ppdet.engine INFO: Epoch: [72] [500/610] learning_rate: 0.258460 loss_vfl: 0.875255 loss_bbox: 0.289697 loss_dfl: 0.185143 loss: 1.373940 eta: 3 days, 3:22:50 batch_cost: 1.9500 data_cost: 0.0010 ips: 24.6148 images/s [10/24 02:54:24] ppdet.engine INFO: Epoch: [72] [520/610] learning_rate: 0.258424 loss_vfl: 0.878590 loss_bbox: 0.304806 loss_dfl: 0.195935 loss: 1.393142 eta: 3 days, 3:22:11 batch_cost: 1.9512 data_cost: 0.0010 ips: 24.6000 images/s [10/24 02:55:08] ppdet.engine INFO: Epoch: [72] [540/610] learning_rate: 0.258389 loss_vfl: 0.894517 loss_bbox: 0.308935 loss_dfl: 0.199310 loss: 1.394266 eta: 3 days, 3:21:33 batch_cost: 1.9843 data_cost: 0.0010 ips: 24.1905 images/s [10/24 02:55:50] ppdet.engine INFO: Epoch: [72] [560/610] learning_rate: 0.258353 loss_vfl: 0.914637 loss_bbox: 0.300973 loss_dfl: 0.191385 loss: 1.395211 eta: 3 days, 3:20:51 batch_cost: 1.9121 data_cost: 0.0010 ips: 25.1030 images/s [10/24 02:56:34] ppdet.engine INFO: Epoch: [72] [580/610] learning_rate: 0.258317 loss_vfl: 0.898288 loss_bbox: 0.306616 loss_dfl: 0.192695 loss: 1.401361 eta: 3 days, 3:20:13 batch_cost: 1.9688 data_cost: 0.0010 ips: 24.3809 images/s [10/24 02:57:14] ppdet.engine INFO: Epoch: [72] [600/610] learning_rate: 0.258282 loss_vfl: 0.900023 loss_bbox: 0.295150 loss_dfl: 0.186662 loss: 1.387363 eta: 3 days, 3:19:27 batch_cost: 1.8515 data_cost: 0.0011 ips: 25.9248 images/s [10/24 02:57:47] ppdet.engine INFO: Epoch: [73] [ 0/610] learning_rate: 0.258264 loss_vfl: 0.908592 loss_bbox: 0.264262 loss_dfl: 0.179619 loss: 1.354320 eta: 3 days, 3:19:34 batch_cost: 2.3073 data_cost: 0.2382 ips: 20.8033 images/s [10/24 02:58:32] ppdet.engine INFO: Epoch: [73] [ 20/610] learning_rate: 0.258228 loss_vfl: 0.867700 loss_bbox: 0.315345 loss_dfl: 0.199159 loss: 1.393080 eta: 3 days, 3:18:59 batch_cost: 2.0243 data_cost: 0.0012 ips: 23.7113 images/s [10/24 02:59:16] ppdet.engine INFO: Epoch: [73] [ 40/610] learning_rate: 0.258193 loss_vfl: 0.911421 loss_bbox: 0.299562 loss_dfl: 0.195227 loss: 1.380279 eta: 3 days, 3:18:21 batch_cost: 1.9885 data_cost: 0.0011 ips: 24.1393 images/s [10/24 02:59:59] ppdet.engine INFO: Epoch: [73] [ 60/610] learning_rate: 0.258157 loss_vfl: 0.887951 loss_bbox: 0.292342 loss_dfl: 0.196091 loss: 1.366363 eta: 3 days, 3:17:43 batch_cost: 1.9806 data_cost: 0.0010 ips: 24.2347 images/s [10/24 03:00:41] ppdet.engine INFO: Epoch: [73] [ 80/610] learning_rate: 0.258121 loss_vfl: 0.875905 loss_bbox: 0.290432 loss_dfl: 0.187306 loss: 1.359339 eta: 3 days, 3:17:00 batch_cost: 1.8924 data_cost: 0.0010 ips: 25.3648 images/s [10/24 03:01:24] ppdet.engine INFO: Epoch: [73] [100/610] learning_rate: 0.258086 loss_vfl: 0.909517 loss_bbox: 0.301985 loss_dfl: 0.191546 loss: 1.403758 eta: 3 days, 3:16:18 batch_cost: 1.9090 data_cost: 0.0011 ips: 25.1441 images/s [10/24 03:02:07] ppdet.engine INFO: Epoch: [73] [120/610] learning_rate: 0.258050 loss_vfl: 0.896655 loss_bbox: 0.312549 loss_dfl: 0.202925 loss: 1.393057 eta: 3 days, 3:15:37 batch_cost: 1.9277 data_cost: 0.0011 ips: 24.9004 images/s [10/24 03:02:51] ppdet.engine INFO: Epoch: [73] [140/610] learning_rate: 0.258014 loss_vfl: 0.893957 loss_bbox: 0.297381 loss_dfl: 0.191725 loss: 1.390195 eta: 3 days, 3:14:58 batch_cost: 1.9676 data_cost: 0.0011 ips: 24.3955 images/s [10/24 03:03:34] ppdet.engine INFO: Epoch: [73] [160/610] learning_rate: 0.257978 loss_vfl: 0.919359 loss_bbox: 0.284364 loss_dfl: 0.188227 loss: 1.367262 eta: 3 days, 3:14:19 batch_cost: 1.9554 data_cost: 0.0010 ips: 24.5470 images/s [10/24 03:04:18] ppdet.engine INFO: Epoch: [73] [180/610] learning_rate: 0.257943 loss_vfl: 0.909276 loss_bbox: 0.308125 loss_dfl: 0.198321 loss: 1.411087 eta: 3 days, 3:13:41 batch_cost: 1.9806 data_cost: 0.0011 ips: 24.2355 images/s [10/24 03:05:01] ppdet.engine INFO: Epoch: [73] [200/610] learning_rate: 0.257907 loss_vfl: 0.888323 loss_bbox: 0.291760 loss_dfl: 0.193189 loss: 1.380525 eta: 3 days, 3:13:02 batch_cost: 1.9656 data_cost: 0.0010 ips: 24.4198 images/s [10/24 03:05:44] ppdet.engine INFO: Epoch: [73] [220/610] learning_rate: 0.257871 loss_vfl: 0.901459 loss_bbox: 0.311559 loss_dfl: 0.192991 loss: 1.405505 eta: 3 days, 3:12:22 batch_cost: 1.9383 data_cost: 0.0011 ips: 24.7640 images/s [10/24 03:06:27] ppdet.engine INFO: Epoch: [73] [240/610] learning_rate: 0.257835 loss_vfl: 0.897027 loss_bbox: 0.283341 loss_dfl: 0.188766 loss: 1.379927 eta: 3 days, 3:11:42 batch_cost: 1.9368 data_cost: 0.0011 ips: 24.7826 images/s [10/24 03:07:09] ppdet.engine INFO: Epoch: [73] [260/610] learning_rate: 0.257800 loss_vfl: 0.882687 loss_bbox: 0.304581 loss_dfl: 0.188010 loss: 1.383661 eta: 3 days, 3:11:00 batch_cost: 1.9218 data_cost: 0.0010 ips: 24.9760 images/s [10/24 03:07:52] ppdet.engine INFO: Epoch: [73] [280/610] learning_rate: 0.257764 loss_vfl: 0.894007 loss_bbox: 0.299080 loss_dfl: 0.196397 loss: 1.395675 eta: 3 days, 3:10:19 batch_cost: 1.9319 data_cost: 0.0011 ips: 24.8454 images/s [10/24 03:08:35] ppdet.engine INFO: Epoch: [73] [300/610] learning_rate: 0.257728 loss_vfl: 0.902075 loss_bbox: 0.318355 loss_dfl: 0.201003 loss: 1.413533 eta: 3 days, 3:09:40 batch_cost: 1.9532 data_cost: 0.0011 ips: 24.5755 images/s [10/24 03:09:17] ppdet.engine INFO: Epoch: [73] [320/610] learning_rate: 0.257692 loss_vfl: 0.885240 loss_bbox: 0.327349 loss_dfl: 0.203730 loss: 1.424085 eta: 3 days, 3:08:58 batch_cost: 1.9145 data_cost: 0.0011 ips: 25.0718 images/s [10/24 03:10:00] ppdet.engine INFO: Epoch: [73] [340/610] learning_rate: 0.257656 loss_vfl: 0.906489 loss_bbox: 0.289245 loss_dfl: 0.192170 loss: 1.406881 eta: 3 days, 3:08:17 batch_cost: 1.9224 data_cost: 0.0010 ips: 24.9688 images/s [10/24 03:10:44] ppdet.engine INFO: Epoch: [73] [360/610] learning_rate: 0.257620 loss_vfl: 0.883800 loss_bbox: 0.313783 loss_dfl: 0.198419 loss: 1.402570 eta: 3 days, 3:07:39 batch_cost: 1.9797 data_cost: 0.0011 ips: 24.2466 images/s [10/24 03:11:27] ppdet.engine INFO: Epoch: [73] [380/610] learning_rate: 0.257584 loss_vfl: 0.888943 loss_bbox: 0.293617 loss_dfl: 0.191265 loss: 1.384748 eta: 3 days, 3:06:57 batch_cost: 1.9226 data_cost: 0.0011 ips: 24.9664 images/s [10/24 03:12:10] ppdet.engine INFO: Epoch: [73] [400/610] learning_rate: 0.257549 loss_vfl: 0.895485 loss_bbox: 0.300452 loss_dfl: 0.190684 loss: 1.408872 eta: 3 days, 3:06:19 batch_cost: 1.9724 data_cost: 0.0011 ips: 24.3355 images/s [10/24 03:12:53] ppdet.engine INFO: Epoch: [73] [420/610] learning_rate: 0.257513 loss_vfl: 0.908439 loss_bbox: 0.286668 loss_dfl: 0.186021 loss: 1.393414 eta: 3 days, 3:05:41 batch_cost: 1.9770 data_cost: 0.0011 ips: 24.2794 images/s [10/24 03:13:37] ppdet.engine INFO: Epoch: [73] [440/610] learning_rate: 0.257477 loss_vfl: 0.900043 loss_bbox: 0.293791 loss_dfl: 0.195047 loss: 1.388082 eta: 3 days, 3:05:01 batch_cost: 1.9464 data_cost: 0.0010 ips: 24.6608 images/s [10/24 03:14:20] ppdet.engine INFO: Epoch: [73] [460/610] learning_rate: 0.257441 loss_vfl: 0.885720 loss_bbox: 0.283882 loss_dfl: 0.184076 loss: 1.366993 eta: 3 days, 3:04:21 batch_cost: 1.9405 data_cost: 0.0010 ips: 24.7357 images/s [10/24 03:15:04] ppdet.engine INFO: Epoch: [73] [480/610] learning_rate: 0.257405 loss_vfl: 0.883273 loss_bbox: 0.315650 loss_dfl: 0.208440 loss: 1.401003 eta: 3 days, 3:03:43 batch_cost: 1.9705 data_cost: 0.0010 ips: 24.3591 images/s [10/24 03:15:47] ppdet.engine INFO: Epoch: [73] [500/610] learning_rate: 0.257369 loss_vfl: 0.891743 loss_bbox: 0.285566 loss_dfl: 0.186504 loss: 1.395488 eta: 3 days, 3:03:02 batch_cost: 1.9297 data_cost: 0.0010 ips: 24.8743 images/s [10/24 03:16:31] ppdet.engine INFO: Epoch: [73] [520/610] learning_rate: 0.257333 loss_vfl: 0.891270 loss_bbox: 0.308705 loss_dfl: 0.194122 loss: 1.402177 eta: 3 days, 3:02:25 batch_cost: 1.9975 data_cost: 0.0010 ips: 24.0304 images/s [10/24 03:17:15] ppdet.engine INFO: Epoch: [73] [540/610] learning_rate: 0.257297 loss_vfl: 0.890856 loss_bbox: 0.311928 loss_dfl: 0.199259 loss: 1.406305 eta: 3 days, 3:01:46 batch_cost: 1.9697 data_cost: 0.0010 ips: 24.3694 images/s [10/24 03:17:58] ppdet.engine INFO: Epoch: [73] [560/610] learning_rate: 0.257261 loss_vfl: 0.884530 loss_bbox: 0.293155 loss_dfl: 0.188048 loss: 1.389426 eta: 3 days, 3:01:05 batch_cost: 1.9248 data_cost: 0.0010 ips: 24.9371 images/s [10/24 03:18:40] ppdet.engine INFO: Epoch: [73] [580/610] learning_rate: 0.257225 loss_vfl: 0.889938 loss_bbox: 0.284479 loss_dfl: 0.188049 loss: 1.360117 eta: 3 days, 3:00:21 batch_cost: 1.8822 data_cost: 0.0011 ips: 25.5018 images/s [10/24 03:19:21] ppdet.engine INFO: Epoch: [73] [600/610] learning_rate: 0.257189 loss_vfl: 0.897623 loss_bbox: 0.312776 loss_dfl: 0.198414 loss: 1.419196 eta: 3 days, 2:59:34 batch_cost: 1.8316 data_cost: 0.0011 ips: 26.2071 images/s [10/24 03:19:54] ppdet.engine INFO: Epoch: [74] [ 0/610] learning_rate: 0.257171 loss_vfl: 0.888898 loss_bbox: 0.317526 loss_dfl: 0.199493 loss: 1.413545 eta: 3 days, 2:59:40 batch_cost: 2.3146 data_cost: 0.1452 ips: 20.7383 images/s [10/24 03:20:38] ppdet.engine INFO: Epoch: [74] [ 20/610] learning_rate: 0.257135 loss_vfl: 0.882378 loss_bbox: 0.331795 loss_dfl: 0.201275 loss: 1.411482 eta: 3 days, 2:59:03 batch_cost: 1.9933 data_cost: 0.0011 ips: 24.0809 images/s [10/24 03:21:22] ppdet.engine INFO: Epoch: [74] [ 40/610] learning_rate: 0.257099 loss_vfl: 0.888820 loss_bbox: 0.282380 loss_dfl: 0.187865 loss: 1.358208 eta: 3 days, 2:58:26 batch_cost: 1.9956 data_cost: 0.0011 ips: 24.0531 images/s [10/24 03:22:05] ppdet.engine INFO: Epoch: [74] [ 60/610] learning_rate: 0.257063 loss_vfl: 0.885785 loss_bbox: 0.311929 loss_dfl: 0.193361 loss: 1.395129 eta: 3 days, 2:57:46 batch_cost: 1.9394 data_cost: 0.0010 ips: 24.7494 images/s [10/24 03:22:49] ppdet.engine INFO: Epoch: [74] [ 80/610] learning_rate: 0.257027 loss_vfl: 0.870950 loss_bbox: 0.313180 loss_dfl: 0.195776 loss: 1.384298 eta: 3 days, 2:57:11 batch_cost: 2.0269 data_cost: 0.0011 ips: 23.6820 images/s [10/24 03:23:33] ppdet.engine INFO: Epoch: [74] [100/610] learning_rate: 0.256991 loss_vfl: 0.880374 loss_bbox: 0.299816 loss_dfl: 0.192952 loss: 1.372643 eta: 3 days, 2:56:34 batch_cost: 1.9877 data_cost: 0.0016 ips: 24.1480 images/s [10/24 03:24:16] ppdet.engine INFO: Epoch: [74] [120/610] learning_rate: 0.256954 loss_vfl: 0.885841 loss_bbox: 0.309146 loss_dfl: 0.195177 loss: 1.409840 eta: 3 days, 2:55:51 batch_cost: 1.9060 data_cost: 0.0010 ips: 25.1831 images/s [10/24 03:24:59] ppdet.engine INFO: Epoch: [74] [140/610] learning_rate: 0.256918 loss_vfl: 0.889062 loss_bbox: 0.286277 loss_dfl: 0.188371 loss: 1.357481 eta: 3 days, 2:55:10 batch_cost: 1.9320 data_cost: 0.0011 ips: 24.8449 images/s [10/24 03:25:42] ppdet.engine INFO: Epoch: [74] [160/610] learning_rate: 0.256882 loss_vfl: 0.882677 loss_bbox: 0.308542 loss_dfl: 0.194393 loss: 1.391276 eta: 3 days, 2:54:32 batch_cost: 1.9787 data_cost: 0.0011 ips: 24.2588 images/s [10/24 03:26:26] ppdet.engine INFO: Epoch: [74] [180/610] learning_rate: 0.256846 loss_vfl: 0.896269 loss_bbox: 0.308331 loss_dfl: 0.198444 loss: 1.398676 eta: 3 days, 2:53:57 batch_cost: 2.0174 data_cost: 0.0011 ips: 23.7925 images/s [10/24 03:27:10] ppdet.engine INFO: Epoch: [74] [200/610] learning_rate: 0.256810 loss_vfl: 0.869617 loss_bbox: 0.318693 loss_dfl: 0.201455 loss: 1.399643 eta: 3 days, 2:53:19 batch_cost: 1.9821 data_cost: 0.0010 ips: 24.2165 images/s [10/24 03:27:52] ppdet.engine INFO: Epoch: [74] [220/610] learning_rate: 0.256774 loss_vfl: 0.866229 loss_bbox: 0.297090 loss_dfl: 0.194692 loss: 1.360089 eta: 3 days, 2:52:35 batch_cost: 1.8704 data_cost: 0.0010 ips: 25.6633 images/s [10/24 03:28:35] ppdet.engine INFO: Epoch: [74] [240/610] learning_rate: 0.256738 loss_vfl: 0.874714 loss_bbox: 0.312739 loss_dfl: 0.200532 loss: 1.397216 eta: 3 days, 2:51:53 batch_cost: 1.9190 data_cost: 0.0010 ips: 25.0125 images/s [10/24 03:29:17] ppdet.engine INFO: Epoch: [74] [260/610] learning_rate: 0.256701 loss_vfl: 0.891649 loss_bbox: 0.310943 loss_dfl: 0.196203 loss: 1.377880 eta: 3 days, 2:51:12 batch_cost: 1.9190 data_cost: 0.0011 ips: 25.0124 images/s [10/24 03:30:01] ppdet.engine INFO: Epoch: [74] [280/610] learning_rate: 0.256665 loss_vfl: 0.885036 loss_bbox: 0.317866 loss_dfl: 0.202592 loss: 1.404035 eta: 3 days, 2:50:33 batch_cost: 1.9624 data_cost: 0.0011 ips: 24.4597 images/s [10/24 03:30:44] ppdet.engine INFO: Epoch: [74] [300/610] learning_rate: 0.256629 loss_vfl: 0.893301 loss_bbox: 0.285215 loss_dfl: 0.188992 loss: 1.386461 eta: 3 days, 2:49:54 batch_cost: 1.9657 data_cost: 0.0011 ips: 24.4185 images/s [10/24 03:31:28] ppdet.engine INFO: Epoch: [74] [320/610] learning_rate: 0.256593 loss_vfl: 0.887447 loss_bbox: 0.321416 loss_dfl: 0.200843 loss: 1.397552 eta: 3 days, 2:49:16 batch_cost: 1.9775 data_cost: 0.0010 ips: 24.2732 images/s [10/24 03:32:11] ppdet.engine INFO: Epoch: [74] [340/610] learning_rate: 0.256557 loss_vfl: 0.887540 loss_bbox: 0.302200 loss_dfl: 0.199269 loss: 1.385799 eta: 3 days, 2:48:37 batch_cost: 1.9680 data_cost: 0.0010 ips: 24.3902 images/s [10/24 03:32:53] ppdet.engine INFO: Epoch: [74] [360/610] learning_rate: 0.256520 loss_vfl: 0.889727 loss_bbox: 0.302695 loss_dfl: 0.197306 loss: 1.400970 eta: 3 days, 2:47:54 batch_cost: 1.8871 data_cost: 0.0011 ips: 25.4357 images/s [10/24 03:33:37] ppdet.engine INFO: Epoch: [74] [380/610] learning_rate: 0.256484 loss_vfl: 0.914549 loss_bbox: 0.285664 loss_dfl: 0.189216 loss: 1.367064 eta: 3 days, 2:47:16 batch_cost: 1.9852 data_cost: 0.0010 ips: 24.1788 images/s [10/24 03:34:21] ppdet.engine INFO: Epoch: [74] [400/610] learning_rate: 0.256448 loss_vfl: 0.888637 loss_bbox: 0.304770 loss_dfl: 0.194985 loss: 1.405404 eta: 3 days, 2:46:40 batch_cost: 2.0008 data_cost: 0.0011 ips: 23.9909 images/s [10/24 03:35:05] ppdet.engine INFO: Epoch: [74] [420/610] learning_rate: 0.256411 loss_vfl: 0.885908 loss_bbox: 0.316580 loss_dfl: 0.201931 loss: 1.406679 eta: 3 days, 2:46:01 batch_cost: 1.9634 data_cost: 0.0011 ips: 24.4477 images/s [10/24 03:35:48] ppdet.engine INFO: Epoch: [74] [440/610] learning_rate: 0.256375 loss_vfl: 0.898883 loss_bbox: 0.293451 loss_dfl: 0.190565 loss: 1.378371 eta: 3 days, 2:45:19 batch_cost: 1.9149 data_cost: 0.0011 ips: 25.0660 images/s [10/24 03:36:31] ppdet.engine INFO: Epoch: [74] [460/610] learning_rate: 0.256339 loss_vfl: 0.884048 loss_bbox: 0.317981 loss_dfl: 0.197261 loss: 1.416834 eta: 3 days, 2:44:41 batch_cost: 1.9783 data_cost: 0.0011 ips: 24.2631 images/s [10/24 03:37:15] ppdet.engine INFO: Epoch: [74] [480/610] learning_rate: 0.256302 loss_vfl: 0.886377 loss_bbox: 0.305199 loss_dfl: 0.194972 loss: 1.393743 eta: 3 days, 2:44:03 batch_cost: 1.9810 data_cost: 0.0011 ips: 24.2308 images/s [10/24 03:37:58] ppdet.engine INFO: Epoch: [74] [500/610] learning_rate: 0.256266 loss_vfl: 0.892285 loss_bbox: 0.302564 loss_dfl: 0.190516 loss: 1.393270 eta: 3 days, 2:43:25 batch_cost: 1.9803 data_cost: 0.0011 ips: 24.2389 images/s [10/24 03:38:42] ppdet.engine INFO: Epoch: [74] [520/610] learning_rate: 0.256230 loss_vfl: 0.911891 loss_bbox: 0.288174 loss_dfl: 0.185181 loss: 1.417025 eta: 3 days, 2:42:49 batch_cost: 2.0065 data_cost: 0.0011 ips: 23.9219 images/s [10/24 03:39:25] ppdet.engine INFO: Epoch: [74] [540/610] learning_rate: 0.256193 loss_vfl: 0.896958 loss_bbox: 0.285540 loss_dfl: 0.194585 loss: 1.376109 eta: 3 days, 2:42:08 batch_cost: 1.9228 data_cost: 0.0011 ips: 24.9640 images/s [10/24 03:40:08] ppdet.engine INFO: Epoch: [74] [560/610] learning_rate: 0.256157 loss_vfl: 0.900825 loss_bbox: 0.284684 loss_dfl: 0.182656 loss: 1.369398 eta: 3 days, 2:41:28 batch_cost: 1.9487 data_cost: 0.0011 ips: 24.6317 images/s [10/24 03:40:51] ppdet.engine INFO: Epoch: [74] [580/610] learning_rate: 0.256121 loss_vfl: 0.893933 loss_bbox: 0.313172 loss_dfl: 0.202962 loss: 1.396729 eta: 3 days, 2:40:47 batch_cost: 1.9237 data_cost: 0.0010 ips: 24.9516 images/s [10/24 03:41:33] ppdet.engine INFO: Epoch: [74] [600/610] learning_rate: 0.256084 loss_vfl: 0.866317 loss_bbox: 0.297096 loss_dfl: 0.192083 loss: 1.362028 eta: 3 days, 2:40:05 batch_cost: 1.9106 data_cost: 0.0011 ips: 25.1226 images/s [10/24 03:42:06] ppdet.engine INFO: Epoch: [75] [ 0/610] learning_rate: 0.256066 loss_vfl: 0.891030 loss_bbox: 0.283458 loss_dfl: 0.189979 loss: 1.362028 eta: 3 days, 2:40:12 batch_cost: 2.3451 data_cost: 0.2885 ips: 20.4679 images/s [10/24 03:42:52] ppdet.engine INFO: Epoch: [75] [ 20/610] learning_rate: 0.256030 loss_vfl: 0.877059 loss_bbox: 0.316972 loss_dfl: 0.204756 loss: 1.415819 eta: 3 days, 2:39:38 batch_cost: 2.0603 data_cost: 0.0045 ips: 23.2973 images/s [10/24 03:43:35] ppdet.engine INFO: Epoch: [75] [ 40/610] learning_rate: 0.255993 loss_vfl: 0.889870 loss_bbox: 0.325135 loss_dfl: 0.200503 loss: 1.406048 eta: 3 days, 2:38:59 batch_cost: 1.9544 data_cost: 0.0013 ips: 24.5605 images/s [10/24 03:44:19] ppdet.engine INFO: Epoch: [75] [ 60/610] learning_rate: 0.255957 loss_vfl: 0.864784 loss_bbox: 0.297682 loss_dfl: 0.187396 loss: 1.368691 eta: 3 days, 2:38:21 batch_cost: 1.9778 data_cost: 0.0012 ips: 24.2698 images/s [10/24 03:45:02] ppdet.engine INFO: Epoch: [75] [ 80/610] learning_rate: 0.255920 loss_vfl: 0.906695 loss_bbox: 0.289316 loss_dfl: 0.190914 loss: 1.399601 eta: 3 days, 2:37:40 batch_cost: 1.9303 data_cost: 0.0012 ips: 24.8668 images/s [10/24 03:45:45] ppdet.engine INFO: Epoch: [75] [100/610] learning_rate: 0.255884 loss_vfl: 0.877765 loss_bbox: 0.297253 loss_dfl: 0.191661 loss: 1.384588 eta: 3 days, 2:37:01 batch_cost: 1.9556 data_cost: 0.0012 ips: 24.5444 images/s [10/24 03:46:28] ppdet.engine INFO: Epoch: [75] [120/610] learning_rate: 0.255847 loss_vfl: 0.885942 loss_bbox: 0.312896 loss_dfl: 0.197072 loss: 1.402238 eta: 3 days, 2:36:20 batch_cost: 1.9393 data_cost: 0.0011 ips: 24.7515 images/s [10/24 03:47:11] ppdet.engine INFO: Epoch: [75] [140/610] learning_rate: 0.255811 loss_vfl: 0.899893 loss_bbox: 0.299149 loss_dfl: 0.195412 loss: 1.393368 eta: 3 days, 2:35:41 batch_cost: 1.9472 data_cost: 0.0011 ips: 24.6506 images/s [10/24 03:47:54] ppdet.engine INFO: Epoch: [75] [160/610] learning_rate: 0.255774 loss_vfl: 0.870939 loss_bbox: 0.300904 loss_dfl: 0.196841 loss: 1.380721 eta: 3 days, 2:34:59 batch_cost: 1.9149 data_cost: 0.0011 ips: 25.0672 images/s [10/24 03:48:37] ppdet.engine INFO: Epoch: [75] [180/610] learning_rate: 0.255738 loss_vfl: 0.882562 loss_bbox: 0.311681 loss_dfl: 0.196483 loss: 1.397401 eta: 3 days, 2:34:20 batch_cost: 1.9566 data_cost: 0.0011 ips: 24.5323 images/s [10/24 03:49:20] ppdet.engine INFO: Epoch: [75] [200/610] learning_rate: 0.255701 loss_vfl: 0.884616 loss_bbox: 0.300860 loss_dfl: 0.184326 loss: 1.360982 eta: 3 days, 2:33:41 batch_cost: 1.9663 data_cost: 0.0011 ips: 24.4119 images/s [10/24 03:50:03] ppdet.engine INFO: Epoch: [75] [220/610] learning_rate: 0.255665 loss_vfl: 0.896611 loss_bbox: 0.304539 loss_dfl: 0.196075 loss: 1.406492 eta: 3 days, 2:33:00 batch_cost: 1.9320 data_cost: 0.0011 ips: 24.8449 images/s [10/24 03:50:46] ppdet.engine INFO: Epoch: [75] [240/610] learning_rate: 0.255628 loss_vfl: 0.883867 loss_bbox: 0.293744 loss_dfl: 0.191712 loss: 1.414156 eta: 3 days, 2:32:21 batch_cost: 1.9609 data_cost: 0.0011 ips: 24.4788 images/s [10/24 03:51:30] ppdet.engine INFO: Epoch: [75] [260/610] learning_rate: 0.255592 loss_vfl: 0.896524 loss_bbox: 0.333881 loss_dfl: 0.204187 loss: 1.434215 eta: 3 days, 2:31:42 batch_cost: 1.9611 data_cost: 0.0011 ips: 24.4767 images/s [10/24 03:52:14] ppdet.engine INFO: Epoch: [75] [280/610] learning_rate: 0.255555 loss_vfl: 0.865275 loss_bbox: 0.318671 loss_dfl: 0.202333 loss: 1.398839 eta: 3 days, 2:31:03 batch_cost: 1.9608 data_cost: 0.0011 ips: 24.4794 images/s [10/24 03:52:56] ppdet.engine INFO: Epoch: [75] [300/610] learning_rate: 0.255518 loss_vfl: 0.883537 loss_bbox: 0.311635 loss_dfl: 0.193061 loss: 1.377836 eta: 3 days, 2:30:22 batch_cost: 1.9258 data_cost: 0.0011 ips: 24.9253 images/s [10/24 03:53:40] ppdet.engine INFO: Epoch: [75] [320/610] learning_rate: 0.255482 loss_vfl: 0.906645 loss_bbox: 0.303792 loss_dfl: 0.191609 loss: 1.402245 eta: 3 days, 2:29:43 batch_cost: 1.9586 data_cost: 0.0011 ips: 24.5076 images/s [10/24 03:54:23] ppdet.engine INFO: Epoch: [75] [340/610] learning_rate: 0.255445 loss_vfl: 0.892817 loss_bbox: 0.317768 loss_dfl: 0.197429 loss: 1.425022 eta: 3 days, 2:29:04 batch_cost: 1.9746 data_cost: 0.0011 ips: 24.3092 images/s [10/24 03:55:05] ppdet.engine INFO: Epoch: [75] [360/610] learning_rate: 0.255408 loss_vfl: 0.888987 loss_bbox: 0.301703 loss_dfl: 0.186676 loss: 1.362746 eta: 3 days, 2:28:19 batch_cost: 1.8449 data_cost: 0.0011 ips: 26.0171 images/s [10/24 03:55:47] ppdet.engine INFO: Epoch: [75] [380/610] learning_rate: 0.255372 loss_vfl: 0.894104 loss_bbox: 0.298247 loss_dfl: 0.190542 loss: 1.376168 eta: 3 days, 2:27:38 batch_cost: 1.9326 data_cost: 0.0011 ips: 24.8375 images/s [10/24 03:56:31] ppdet.engine INFO: Epoch: [75] [400/610] learning_rate: 0.255335 loss_vfl: 0.902880 loss_bbox: 0.311286 loss_dfl: 0.201945 loss: 1.404495 eta: 3 days, 2:26:59 batch_cost: 1.9596 data_cost: 0.0010 ips: 24.4953 images/s [10/24 03:57:14] ppdet.engine INFO: Epoch: [75] [420/610] learning_rate: 0.255299 loss_vfl: 0.880542 loss_bbox: 0.306453 loss_dfl: 0.199158 loss: 1.385946 eta: 3 days, 2:26:19 batch_cost: 1.9411 data_cost: 0.0011 ips: 24.7288 images/s [10/24 03:57:59] ppdet.engine INFO: Epoch: [75] [440/610] learning_rate: 0.255262 loss_vfl: 0.923315 loss_bbox: 0.304269 loss_dfl: 0.194672 loss: 1.399292 eta: 3 days, 2:25:42 batch_cost: 1.9999 data_cost: 0.0011 ips: 24.0007 images/s [10/24 03:58:42] ppdet.engine INFO: Epoch: [75] [460/610] learning_rate: 0.255225 loss_vfl: 0.908771 loss_bbox: 0.309833 loss_dfl: 0.203528 loss: 1.422572 eta: 3 days, 2:25:05 batch_cost: 2.0050 data_cost: 0.0011 ips: 23.9405 images/s [10/24 03:59:25] ppdet.engine INFO: Epoch: [75] [480/610] learning_rate: 0.255188 loss_vfl: 0.934905 loss_bbox: 0.298109 loss_dfl: 0.193831 loss: 1.439179 eta: 3 days, 2:24:25 batch_cost: 1.9334 data_cost: 0.0011 ips: 24.8267 images/s [10/24 04:00:08] ppdet.engine INFO: Epoch: [75] [500/610] learning_rate: 0.255152 loss_vfl: 0.876124 loss_bbox: 0.290365 loss_dfl: 0.191256 loss: 1.345834 eta: 3 days, 2:23:43 batch_cost: 1.9141 data_cost: 0.0010 ips: 25.0775 images/s [10/24 04:00:50] ppdet.engine INFO: Epoch: [75] [520/610] learning_rate: 0.255115 loss_vfl: 0.875364 loss_bbox: 0.301692 loss_dfl: 0.197205 loss: 1.380391 eta: 3 days, 2:23:02 batch_cost: 1.9203 data_cost: 0.0010 ips: 24.9961 images/s [10/24 04:01:33] ppdet.engine INFO: Epoch: [75] [540/610] learning_rate: 0.255078 loss_vfl: 0.866454 loss_bbox: 0.307845 loss_dfl: 0.195108 loss: 1.388425 eta: 3 days, 2:22:23 batch_cost: 1.9701 data_cost: 0.0011 ips: 24.3640 images/s [10/24 04:02:17] ppdet.engine INFO: Epoch: [75] [560/610] learning_rate: 0.255041 loss_vfl: 0.875218 loss_bbox: 0.299602 loss_dfl: 0.191765 loss: 1.370042 eta: 3 days, 2:21:42 batch_cost: 1.9294 data_cost: 0.0010 ips: 24.8781 images/s [10/24 04:02:59] ppdet.engine INFO: Epoch: [75] [580/610] learning_rate: 0.255005 loss_vfl: 0.883541 loss_bbox: 0.306841 loss_dfl: 0.194006 loss: 1.400991 eta: 3 days, 2:21:01 batch_cost: 1.9205 data_cost: 0.0011 ips: 24.9937 images/s [10/24 04:03:41] ppdet.engine INFO: Epoch: [75] [600/610] learning_rate: 0.254968 loss_vfl: 0.890813 loss_bbox: 0.319893 loss_dfl: 0.203751 loss: 1.413957 eta: 3 days, 2:20:17 batch_cost: 1.8798 data_cost: 0.0011 ips: 25.5348 images/s [10/24 04:04:13] ppdet.engine INFO: Epoch: [76] [ 0/610] learning_rate: 0.254950 loss_vfl: 0.887099 loss_bbox: 0.308561 loss_dfl: 0.197645 loss: 1.392316 eta: 3 days, 2:20:22 batch_cost: 2.3100 data_cost: 0.2652 ips: 20.7795 images/s [10/24 04:04:56] ppdet.engine INFO: Epoch: [76] [ 20/610] learning_rate: 0.254913 loss_vfl: 0.878417 loss_bbox: 0.315929 loss_dfl: 0.196929 loss: 1.381276 eta: 3 days, 2:19:43 batch_cost: 1.9675 data_cost: 0.0011 ips: 24.3967 images/s [10/24 04:05:39] ppdet.engine INFO: Epoch: [76] [ 40/610] learning_rate: 0.254876 loss_vfl: 0.899792 loss_bbox: 0.300182 loss_dfl: 0.192943 loss: 1.385437 eta: 3 days, 2:19:05 batch_cost: 1.9738 data_cost: 0.0010 ips: 24.3183 images/s [10/24 04:06:23] ppdet.engine INFO: Epoch: [76] [ 60/610] learning_rate: 0.254839 loss_vfl: 0.884764 loss_bbox: 0.314661 loss_dfl: 0.204019 loss: 1.411637 eta: 3 days, 2:18:29 batch_cost: 2.0155 data_cost: 0.0011 ips: 23.8152 images/s [10/24 04:07:06] ppdet.engine INFO: Epoch: [76] [ 80/610] learning_rate: 0.254802 loss_vfl: 0.906487 loss_bbox: 0.271534 loss_dfl: 0.181910 loss: 1.356630 eta: 3 days, 2:17:49 batch_cost: 1.9401 data_cost: 0.0010 ips: 24.7413 images/s [10/24 04:07:50] ppdet.engine INFO: Epoch: [76] [100/610] learning_rate: 0.254765 loss_vfl: 0.896290 loss_bbox: 0.311255 loss_dfl: 0.200897 loss: 1.380570 eta: 3 days, 2:17:10 batch_cost: 1.9668 data_cost: 0.0011 ips: 24.4052 images/s [10/24 04:08:33] ppdet.engine INFO: Epoch: [76] [120/610] learning_rate: 0.254728 loss_vfl: 0.893162 loss_bbox: 0.291214 loss_dfl: 0.192066 loss: 1.382177 eta: 3 days, 2:16:34 batch_cost: 2.0104 data_cost: 0.0011 ips: 23.8753 images/s [10/24 04:09:17] ppdet.engine INFO: Epoch: [76] [140/610] learning_rate: 0.254692 loss_vfl: 0.866243 loss_bbox: 0.314341 loss_dfl: 0.198733 loss: 1.386401 eta: 3 days, 2:15:57 batch_cost: 1.9953 data_cost: 0.0011 ips: 24.0566 images/s [10/24 04:10:01] ppdet.engine INFO: Epoch: [76] [160/610] learning_rate: 0.254655 loss_vfl: 0.900607 loss_bbox: 0.294668 loss_dfl: 0.195283 loss: 1.407024 eta: 3 days, 2:15:20 batch_cost: 1.9938 data_cost: 0.0011 ips: 24.0752 images/s [10/24 04:10:43] ppdet.engine INFO: Epoch: [76] [180/610] learning_rate: 0.254618 loss_vfl: 0.854476 loss_bbox: 0.304817 loss_dfl: 0.192588 loss: 1.364772 eta: 3 days, 2:14:38 batch_cost: 1.9170 data_cost: 0.0010 ips: 25.0394 images/s [10/24 04:11:26] ppdet.engine INFO: Epoch: [76] [200/610] learning_rate: 0.254581 loss_vfl: 0.899233 loss_bbox: 0.316455 loss_dfl: 0.195922 loss: 1.393306 eta: 3 days, 2:13:59 batch_cost: 1.9578 data_cost: 0.0011 ips: 24.5171 images/s [10/24 04:12:09] ppdet.engine INFO: Epoch: [76] [220/610] learning_rate: 0.254544 loss_vfl: 0.875037 loss_bbox: 0.302282 loss_dfl: 0.194488 loss: 1.376107 eta: 3 days, 2:13:18 batch_cost: 1.9287 data_cost: 0.0010 ips: 24.8876 images/s [10/24 04:12:53] ppdet.engine INFO: Epoch: [76] [240/610] learning_rate: 0.254507 loss_vfl: 0.894366 loss_bbox: 0.326603 loss_dfl: 0.204818 loss: 1.451990 eta: 3 days, 2:12:39 batch_cost: 1.9631 data_cost: 0.0011 ips: 24.4507 images/s [10/24 04:13:36] ppdet.engine INFO: Epoch: [76] [260/610] learning_rate: 0.254470 loss_vfl: 0.902764 loss_bbox: 0.337804 loss_dfl: 0.212803 loss: 1.451349 eta: 3 days, 2:11:59 batch_cost: 1.9429 data_cost: 0.0011 ips: 24.7051 images/s [10/24 04:14:18] ppdet.engine INFO: Epoch: [76] [280/610] learning_rate: 0.254433 loss_vfl: 0.880240 loss_bbox: 0.298816 loss_dfl: 0.196046 loss: 1.392182 eta: 3 days, 2:11:17 batch_cost: 1.9147 data_cost: 0.0011 ips: 25.0691 images/s [10/24 04:15:00] ppdet.engine INFO: Epoch: [76] [300/610] learning_rate: 0.254396 loss_vfl: 0.883332 loss_bbox: 0.313351 loss_dfl: 0.198316 loss: 1.386725 eta: 3 days, 2:10:34 batch_cost: 1.8917 data_cost: 0.0011 ips: 25.3742 images/s [10/24 04:15:43] ppdet.engine INFO: Epoch: [76] [320/610] learning_rate: 0.254359 loss_vfl: 0.895084 loss_bbox: 0.296126 loss_dfl: 0.193753 loss: 1.390016 eta: 3 days, 2:09:55 batch_cost: 1.9612 data_cost: 0.0010 ips: 24.4742 images/s [10/24 04:16:26] ppdet.engine INFO: Epoch: [76] [340/610] learning_rate: 0.254322 loss_vfl: 0.887393 loss_bbox: 0.314502 loss_dfl: 0.204470 loss: 1.398260 eta: 3 days, 2:09:15 batch_cost: 1.9457 data_cost: 0.0011 ips: 24.6704 images/s [10/24 04:17:11] ppdet.engine INFO: Epoch: [76] [360/610] learning_rate: 0.254285 loss_vfl: 0.882828 loss_bbox: 0.307080 loss_dfl: 0.192942 loss: 1.394753 eta: 3 days, 2:08:38 batch_cost: 1.9884 data_cost: 0.0011 ips: 24.1398 images/s [10/24 04:17:55] ppdet.engine INFO: Epoch: [76] [380/610] learning_rate: 0.254248 loss_vfl: 0.874947 loss_bbox: 0.293138 loss_dfl: 0.187093 loss: 1.368631 eta: 3 days, 2:08:03 batch_cost: 2.0309 data_cost: 0.0011 ips: 23.6345 images/s [10/24 04:18:39] ppdet.engine INFO: Epoch: [76] [400/610] learning_rate: 0.254211 loss_vfl: 0.886933 loss_bbox: 0.309552 loss_dfl: 0.194720 loss: 1.399261 eta: 3 days, 2:07:27 batch_cost: 2.0231 data_cost: 0.0011 ips: 23.7255 images/s [10/24 04:19:22] ppdet.engine INFO: Epoch: [76] [420/610] learning_rate: 0.254174 loss_vfl: 0.893300 loss_bbox: 0.298457 loss_dfl: 0.190718 loss: 1.381439 eta: 3 days, 2:06:48 batch_cost: 1.9584 data_cost: 0.0010 ips: 24.5103 images/s [10/24 04:20:05] ppdet.engine INFO: Epoch: [76] [440/610] learning_rate: 0.254137 loss_vfl: 0.900496 loss_bbox: 0.297841 loss_dfl: 0.193105 loss: 1.384285 eta: 3 days, 2:06:07 batch_cost: 1.9179 data_cost: 0.0011 ips: 25.0280 images/s [10/24 04:20:48] ppdet.engine INFO: Epoch: [76] [460/610] learning_rate: 0.254100 loss_vfl: 0.896600 loss_bbox: 0.285778 loss_dfl: 0.187250 loss: 1.383356 eta: 3 days, 2:05:27 batch_cost: 1.9556 data_cost: 0.0011 ips: 24.5453 images/s [10/24 04:21:30] ppdet.engine INFO: Epoch: [76] [480/610] learning_rate: 0.254063 loss_vfl: 0.880923 loss_bbox: 0.299941 loss_dfl: 0.190956 loss: 1.357962 eta: 3 days, 2:04:44 batch_cost: 1.8896 data_cost: 0.0011 ips: 25.4016 images/s [10/24 04:22:13] ppdet.engine INFO: Epoch: [76] [500/610] learning_rate: 0.254026 loss_vfl: 0.895218 loss_bbox: 0.279772 loss_dfl: 0.187741 loss: 1.358442 eta: 3 days, 2:04:06 batch_cost: 1.9754 data_cost: 0.0010 ips: 24.2990 images/s [10/24 04:22:57] ppdet.engine INFO: Epoch: [76] [520/610] learning_rate: 0.253989 loss_vfl: 0.890252 loss_bbox: 0.283848 loss_dfl: 0.184996 loss: 1.369484 eta: 3 days, 2:03:27 batch_cost: 1.9655 data_cost: 0.0011 ips: 24.4213 images/s [10/24 04:23:39] ppdet.engine INFO: Epoch: [76] [540/610] learning_rate: 0.253952 loss_vfl: 0.917518 loss_bbox: 0.289909 loss_dfl: 0.187193 loss: 1.375818 eta: 3 days, 2:02:46 batch_cost: 1.9238 data_cost: 0.0011 ips: 24.9502 images/s [10/24 04:24:22] ppdet.engine INFO: Epoch: [76] [560/610] learning_rate: 0.253914 loss_vfl: 0.888559 loss_bbox: 0.314894 loss_dfl: 0.200479 loss: 1.416567 eta: 3 days, 2:02:05 batch_cost: 1.9184 data_cost: 0.0011 ips: 25.0203 images/s [10/24 04:25:05] ppdet.engine INFO: Epoch: [76] [580/610] learning_rate: 0.253877 loss_vfl: 0.916030 loss_bbox: 0.289743 loss_dfl: 0.189948 loss: 1.371445 eta: 3 days, 2:01:25 batch_cost: 1.9597 data_cost: 0.0010 ips: 24.4941 images/s [10/24 04:25:47] ppdet.engine INFO: Epoch: [76] [600/610] learning_rate: 0.253840 loss_vfl: 0.893977 loss_bbox: 0.302838 loss_dfl: 0.195571 loss: 1.408862 eta: 3 days, 2:00:42 batch_cost: 1.8850 data_cost: 0.0011 ips: 25.4636 images/s [10/24 04:26:17] ppdet.engine INFO: Epoch: [77] [ 0/610] learning_rate: 0.253821 loss_vfl: 0.900886 loss_bbox: 0.302650 loss_dfl: 0.196980 loss: 1.416251 eta: 3 days, 2:00:41 batch_cost: 2.2051 data_cost: 0.1770 ips: 21.7680 images/s [10/24 04:27:02] ppdet.engine INFO: Epoch: [77] [ 20/610] learning_rate: 0.253784 loss_vfl: 0.878519 loss_bbox: 0.320011 loss_dfl: 0.199555 loss: 1.398305 eta: 3 days, 2:00:05 batch_cost: 2.0075 data_cost: 0.0012 ips: 23.9101 images/s [10/24 04:27:46] ppdet.engine INFO: Epoch: [77] [ 40/610] learning_rate: 0.253747 loss_vfl: 0.871254 loss_bbox: 0.304263 loss_dfl: 0.196379 loss: 1.379112 eta: 3 days, 1:59:27 batch_cost: 1.9891 data_cost: 0.0011 ips: 24.1316 images/s [10/24 04:28:29] ppdet.engine INFO: Epoch: [77] [ 60/610] learning_rate: 0.253710 loss_vfl: 0.864120 loss_bbox: 0.290074 loss_dfl: 0.191598 loss: 1.335571 eta: 3 days, 1:58:45 batch_cost: 1.9012 data_cost: 0.0011 ips: 25.2471 images/s [10/24 04:29:11] ppdet.engine INFO: Epoch: [77] [ 80/610] learning_rate: 0.253673 loss_vfl: 0.870706 loss_bbox: 0.297930 loss_dfl: 0.191520 loss: 1.355164 eta: 3 days, 1:58:01 batch_cost: 1.8834 data_cost: 0.0011 ips: 25.4854 images/s [10/24 04:29:54] ppdet.engine INFO: Epoch: [77] [100/610] learning_rate: 0.253635 loss_vfl: 0.870984 loss_bbox: 0.315877 loss_dfl: 0.193379 loss: 1.382461 eta: 3 days, 1:57:22 batch_cost: 1.9621 data_cost: 0.0010 ips: 24.4638 images/s [10/24 04:30:37] ppdet.engine INFO: Epoch: [77] [120/610] learning_rate: 0.253598 loss_vfl: 0.876912 loss_bbox: 0.293415 loss_dfl: 0.190922 loss: 1.359513 eta: 3 days, 1:56:44 batch_cost: 1.9666 data_cost: 0.0010 ips: 24.4080 images/s [10/24 04:31:20] ppdet.engine INFO: Epoch: [77] [140/610] learning_rate: 0.253561 loss_vfl: 0.918029 loss_bbox: 0.289964 loss_dfl: 0.197290 loss: 1.387682 eta: 3 days, 1:56:04 batch_cost: 1.9582 data_cost: 0.0011 ips: 24.5117 images/s [10/24 04:32:04] ppdet.engine INFO: Epoch: [77] [160/610] learning_rate: 0.253524 loss_vfl: 0.886971 loss_bbox: 0.299675 loss_dfl: 0.184232 loss: 1.369160 eta: 3 days, 1:55:26 batch_cost: 1.9692 data_cost: 0.0011 ips: 24.3748 images/s [10/24 04:32:48] ppdet.engine INFO: Epoch: [77] [180/610] learning_rate: 0.253486 loss_vfl: 0.887471 loss_bbox: 0.301488 loss_dfl: 0.189474 loss: 1.375093 eta: 3 days, 1:54:48 batch_cost: 1.9848 data_cost: 0.0012 ips: 24.1843 images/s [10/24 04:33:32] ppdet.engine INFO: Epoch: [77] [200/610] learning_rate: 0.253449 loss_vfl: 0.870029 loss_bbox: 0.303068 loss_dfl: 0.202193 loss: 1.375849 eta: 3 days, 1:54:11 batch_cost: 1.9966 data_cost: 0.0011 ips: 24.0407 images/s [10/24 04:34:15] ppdet.engine INFO: Epoch: [77] [220/610] learning_rate: 0.253412 loss_vfl: 0.881000 loss_bbox: 0.305799 loss_dfl: 0.193259 loss: 1.401630 eta: 3 days, 1:53:30 batch_cost: 1.9316 data_cost: 0.0011 ips: 24.8495 images/s [10/24 04:34:59] ppdet.engine INFO: Epoch: [77] [240/610] learning_rate: 0.253375 loss_vfl: 0.922223 loss_bbox: 0.305820 loss_dfl: 0.196482 loss: 1.404543 eta: 3 days, 1:52:52 batch_cost: 1.9750 data_cost: 0.0010 ips: 24.3041 images/s [10/24 04:35:42] ppdet.engine INFO: Epoch: [77] [260/610] learning_rate: 0.253337 loss_vfl: 0.877863 loss_bbox: 0.289930 loss_dfl: 0.187477 loss: 1.391904 eta: 3 days, 1:52:14 batch_cost: 1.9807 data_cost: 0.0011 ips: 24.2343 images/s [10/24 04:36:25] ppdet.engine INFO: Epoch: [77] [280/610] learning_rate: 0.253300 loss_vfl: 0.885487 loss_bbox: 0.293246 loss_dfl: 0.189357 loss: 1.375111 eta: 3 days, 1:51:35 batch_cost: 1.9630 data_cost: 0.0011 ips: 24.4522 images/s [10/24 04:37:07] ppdet.engine INFO: Epoch: [77] [300/610] learning_rate: 0.253263 loss_vfl: 0.894432 loss_bbox: 0.300220 loss_dfl: 0.201008 loss: 1.390489 eta: 3 days, 1:50:52 batch_cost: 1.8890 data_cost: 0.0011 ips: 25.4105 images/s [10/24 04:37:50] ppdet.engine INFO: Epoch: [77] [320/610] learning_rate: 0.253225 loss_vfl: 0.902032 loss_bbox: 0.304239 loss_dfl: 0.196503 loss: 1.416624 eta: 3 days, 1:50:12 batch_cost: 1.9373 data_cost: 0.0011 ips: 24.7766 images/s [10/24 04:38:32] ppdet.engine INFO: Epoch: [77] [340/610] learning_rate: 0.253188 loss_vfl: 0.906492 loss_bbox: 0.299923 loss_dfl: 0.189681 loss: 1.391874 eta: 3 days, 1:49:32 batch_cost: 1.9490 data_cost: 0.0018 ips: 24.6280 images/s [10/24 04:39:15] ppdet.engine INFO: Epoch: [77] [360/610] learning_rate: 0.253150 loss_vfl: 0.909280 loss_bbox: 0.312678 loss_dfl: 0.195835 loss: 1.423835 eta: 3 days, 1:48:51 batch_cost: 1.9203 data_cost: 0.0010 ips: 24.9955 images/s [10/24 04:39:58] ppdet.engine INFO: Epoch: [77] [380/610] learning_rate: 0.253113 loss_vfl: 0.895840 loss_bbox: 0.289091 loss_dfl: 0.192803 loss: 1.366262 eta: 3 days, 1:48:10 batch_cost: 1.9287 data_cost: 0.0010 ips: 24.8868 images/s [10/24 04:40:41] ppdet.engine INFO: Epoch: [77] [400/610] learning_rate: 0.253076 loss_vfl: 0.907868 loss_bbox: 0.288016 loss_dfl: 0.190107 loss: 1.396165 eta: 3 days, 1:47:28 batch_cost: 1.9072 data_cost: 0.0010 ips: 25.1683 images/s [10/24 04:41:24] ppdet.engine INFO: Epoch: [77] [420/610] learning_rate: 0.253038 loss_vfl: 0.875261 loss_bbox: 0.294206 loss_dfl: 0.185246 loss: 1.373188 eta: 3 days, 1:46:49 batch_cost: 1.9733 data_cost: 0.0011 ips: 24.3251 images/s [10/24 04:42:07] ppdet.engine INFO: Epoch: [77] [440/610] learning_rate: 0.253001 loss_vfl: 0.902761 loss_bbox: 0.307213 loss_dfl: 0.196209 loss: 1.402598 eta: 3 days, 1:46:10 batch_cost: 1.9533 data_cost: 0.0011 ips: 24.5737 images/s [10/24 04:42:51] ppdet.engine INFO: Epoch: [77] [460/610] learning_rate: 0.252963 loss_vfl: 0.889504 loss_bbox: 0.313550 loss_dfl: 0.193993 loss: 1.412057 eta: 3 days, 1:45:32 batch_cost: 1.9837 data_cost: 0.0011 ips: 24.1972 images/s [10/24 04:43:34] ppdet.engine INFO: Epoch: [77] [480/610] learning_rate: 0.252926 loss_vfl: 0.890949 loss_bbox: 0.319400 loss_dfl: 0.198876 loss: 1.424731 eta: 3 days, 1:44:50 batch_cost: 1.9115 data_cost: 0.0011 ips: 25.1111 images/s [10/24 04:44:16] ppdet.engine INFO: Epoch: [77] [500/610] learning_rate: 0.252888 loss_vfl: 0.886239 loss_bbox: 0.304612 loss_dfl: 0.197612 loss: 1.369634 eta: 3 days, 1:44:07 batch_cost: 1.8924 data_cost: 0.0011 ips: 25.3643 images/s [10/24 04:44:59] ppdet.engine INFO: Epoch: [77] [520/610] learning_rate: 0.252851 loss_vfl: 0.889578 loss_bbox: 0.280843 loss_dfl: 0.188661 loss: 1.362947 eta: 3 days, 1:43:26 batch_cost: 1.9259 data_cost: 0.0011 ips: 24.9236 images/s [10/24 04:45:41] ppdet.engine INFO: Epoch: [77] [540/610] learning_rate: 0.252813 loss_vfl: 0.884505 loss_bbox: 0.287897 loss_dfl: 0.188764 loss: 1.390723 eta: 3 days, 1:42:46 batch_cost: 1.9332 data_cost: 0.0011 ips: 24.8287 images/s [10/24 04:46:25] ppdet.engine INFO: Epoch: [77] [560/610] learning_rate: 0.252776 loss_vfl: 0.883161 loss_bbox: 0.310656 loss_dfl: 0.198586 loss: 1.386737 eta: 3 days, 1:42:07 batch_cost: 1.9634 data_cost: 0.0011 ips: 24.4478 images/s [10/24 04:47:07] ppdet.engine INFO: Epoch: [77] [580/610] learning_rate: 0.252738 loss_vfl: 0.883257 loss_bbox: 0.290021 loss_dfl: 0.191374 loss: 1.393301 eta: 3 days, 1:41:25 batch_cost: 1.9222 data_cost: 0.0011 ips: 24.9715 images/s [10/24 04:47:49] ppdet.engine INFO: Epoch: [77] [600/610] learning_rate: 0.252701 loss_vfl: 0.886984 loss_bbox: 0.307864 loss_dfl: 0.192976 loss: 1.399481 eta: 3 days, 1:40:42 batch_cost: 1.8883 data_cost: 0.0011 ips: 25.4204 images/s [10/24 04:48:21] ppdet.engine INFO: Epoch: [78] [ 0/610] learning_rate: 0.252682 loss_vfl: 0.886882 loss_bbox: 0.298564 loss_dfl: 0.189329 loss: 1.385835 eta: 3 days, 1:40:44 batch_cost: 2.2824 data_cost: 0.1551 ips: 21.0308 images/s [10/24 04:49:05] ppdet.engine INFO: Epoch: [78] [ 20/610] learning_rate: 0.252645 loss_vfl: 0.877869 loss_bbox: 0.289525 loss_dfl: 0.189451 loss: 1.382494 eta: 3 days, 1:40:07 batch_cost: 1.9974 data_cost: 0.0012 ips: 24.0308 images/s [10/24 04:49:48] ppdet.engine INFO: Epoch: [78] [ 40/610] learning_rate: 0.252607 loss_vfl: 0.870918 loss_bbox: 0.303950 loss_dfl: 0.199343 loss: 1.386948 eta: 3 days, 1:39:28 batch_cost: 1.9482 data_cost: 0.0011 ips: 24.6382 images/s [10/24 04:50:32] ppdet.engine INFO: Epoch: [78] [ 60/610] learning_rate: 0.252569 loss_vfl: 0.894043 loss_bbox: 0.293839 loss_dfl: 0.194297 loss: 1.399515 eta: 3 days, 1:38:50 batch_cost: 1.9892 data_cost: 0.0011 ips: 24.1307 images/s [10/24 04:51:16] ppdet.engine INFO: Epoch: [78] [ 80/610] learning_rate: 0.252532 loss_vfl: 0.902540 loss_bbox: 0.311927 loss_dfl: 0.201194 loss: 1.375397 eta: 3 days, 1:38:13 batch_cost: 1.9936 data_cost: 0.0011 ips: 24.0766 images/s [10/24 04:51:59] ppdet.engine INFO: Epoch: [78] [100/610] learning_rate: 0.252494 loss_vfl: 0.891242 loss_bbox: 0.308101 loss_dfl: 0.197554 loss: 1.384778 eta: 3 days, 1:37:32 batch_cost: 1.9310 data_cost: 0.0010 ips: 24.8574 images/s [10/24 04:52:42] ppdet.engine INFO: Epoch: [78] [120/610] learning_rate: 0.252457 loss_vfl: 0.883892 loss_bbox: 0.298143 loss_dfl: 0.186906 loss: 1.367725 eta: 3 days, 1:36:54 batch_cost: 1.9782 data_cost: 0.0010 ips: 24.2640 images/s [10/24 04:53:26] ppdet.engine INFO: Epoch: [78] [140/610] learning_rate: 0.252419 loss_vfl: 0.888331 loss_bbox: 0.311067 loss_dfl: 0.198024 loss: 1.415572 eta: 3 days, 1:36:16 batch_cost: 1.9745 data_cost: 0.0012 ips: 24.3102 images/s [10/24 04:54:10] ppdet.engine INFO: Epoch: [78] [160/610] learning_rate: 0.252381 loss_vfl: 0.886850 loss_bbox: 0.318782 loss_dfl: 0.204364 loss: 1.399728 eta: 3 days, 1:35:37 batch_cost: 1.9637 data_cost: 0.0010 ips: 24.4438 images/s [10/24 04:54:52] ppdet.engine INFO: Epoch: [78] [180/610] learning_rate: 0.252344 loss_vfl: 0.885722 loss_bbox: 0.315416 loss_dfl: 0.197365 loss: 1.415726 eta: 3 days, 1:34:56 batch_cost: 1.9187 data_cost: 0.0010 ips: 25.0165 images/s [10/24 04:55:35] ppdet.engine INFO: Epoch: [78] [200/610] learning_rate: 0.252306 loss_vfl: 0.895030 loss_bbox: 0.301875 loss_dfl: 0.194971 loss: 1.388937 eta: 3 days, 1:34:18 batch_cost: 1.9868 data_cost: 0.0010 ips: 24.1598 images/s [10/24 04:56:18] ppdet.engine INFO: Epoch: [78] [220/610] learning_rate: 0.252268 loss_vfl: 0.897464 loss_bbox: 0.307355 loss_dfl: 0.196312 loss: 1.409951 eta: 3 days, 1:33:39 batch_cost: 1.9597 data_cost: 0.0011 ips: 24.4929 images/s [10/24 04:57:01] ppdet.engine INFO: Epoch: [78] [240/610] learning_rate: 0.252231 loss_vfl: 0.888687 loss_bbox: 0.304140 loss_dfl: 0.195410 loss: 1.400626 eta: 3 days, 1:33:00 batch_cost: 1.9575 data_cost: 0.0011 ips: 24.5205 images/s [10/24 04:57:44] ppdet.engine INFO: Epoch: [78] [260/610] learning_rate: 0.252193 loss_vfl: 0.865853 loss_bbox: 0.307430 loss_dfl: 0.193648 loss: 1.368484 eta: 3 days, 1:32:20 batch_cost: 1.9511 data_cost: 0.0010 ips: 24.6017 images/s [10/24 04:58:27] ppdet.engine INFO: Epoch: [78] [280/610] learning_rate: 0.252155 loss_vfl: 0.910270 loss_bbox: 0.320008 loss_dfl: 0.192072 loss: 1.433336 eta: 3 days, 1:31:38 batch_cost: 1.9072 data_cost: 0.0010 ips: 25.1677 images/s [10/24 04:59:09] ppdet.engine INFO: Epoch: [78] [300/610] learning_rate: 0.252118 loss_vfl: 0.864262 loss_bbox: 0.310401 loss_dfl: 0.198396 loss: 1.378300 eta: 3 days, 1:30:56 batch_cost: 1.9030 data_cost: 0.0010 ips: 25.2239 images/s [10/24 04:59:52] ppdet.engine INFO: Epoch: [78] [320/610] learning_rate: 0.252080 loss_vfl: 0.878100 loss_bbox: 0.295633 loss_dfl: 0.198919 loss: 1.397099 eta: 3 days, 1:30:16 batch_cost: 1.9506 data_cost: 0.0010 ips: 24.6074 images/s [10/24 05:00:36] ppdet.engine INFO: Epoch: [78] [340/610] learning_rate: 0.252042 loss_vfl: 0.888876 loss_bbox: 0.310155 loss_dfl: 0.197238 loss: 1.407110 eta: 3 days, 1:29:38 batch_cost: 1.9775 data_cost: 0.0011 ips: 24.2734 images/s [10/24 05:01:18] ppdet.engine INFO: Epoch: [78] [360/610] learning_rate: 0.252004 loss_vfl: 0.883730 loss_bbox: 0.303330 loss_dfl: 0.199338 loss: 1.388071 eta: 3 days, 1:28:56 batch_cost: 1.9144 data_cost: 0.0011 ips: 25.0737 images/s [10/24 05:02:03] ppdet.engine INFO: Epoch: [78] [380/610] learning_rate: 0.251967 loss_vfl: 0.885996 loss_bbox: 0.303766 loss_dfl: 0.194245 loss: 1.387963 eta: 3 days, 1:28:19 batch_cost: 1.9991 data_cost: 0.0010 ips: 24.0108 images/s [10/24 05:02:46] ppdet.engine INFO: Epoch: [78] [400/610] learning_rate: 0.251929 loss_vfl: 0.894036 loss_bbox: 0.308984 loss_dfl: 0.196377 loss: 1.391402 eta: 3 days, 1:27:40 batch_cost: 1.9468 data_cost: 0.0010 ips: 24.6552 images/s [10/24 05:03:28] ppdet.engine INFO: Epoch: [78] [420/610] learning_rate: 0.251891 loss_vfl: 0.895204 loss_bbox: 0.293156 loss_dfl: 0.192700 loss: 1.396895 eta: 3 days, 1:26:56 batch_cost: 1.8769 data_cost: 0.0010 ips: 25.5735 images/s [10/24 05:04:10] ppdet.engine INFO: Epoch: [78] [440/610] learning_rate: 0.251853 loss_vfl: 0.921460 loss_bbox: 0.279553 loss_dfl: 0.190188 loss: 1.362602 eta: 3 days, 1:26:13 batch_cost: 1.8949 data_cost: 0.0011 ips: 25.3316 images/s [10/24 05:04:53] ppdet.engine INFO: Epoch: [78] [460/610] learning_rate: 0.251815 loss_vfl: 0.897888 loss_bbox: 0.278890 loss_dfl: 0.185171 loss: 1.388938 eta: 3 days, 1:25:34 batch_cost: 1.9636 data_cost: 0.0010 ips: 24.4451 images/s [10/24 05:05:36] ppdet.engine INFO: Epoch: [78] [480/610] learning_rate: 0.251778 loss_vfl: 0.889436 loss_bbox: 0.285338 loss_dfl: 0.186556 loss: 1.368159 eta: 3 days, 1:24:54 batch_cost: 1.9380 data_cost: 0.0011 ips: 24.7680 images/s [10/24 05:06:19] ppdet.engine INFO: Epoch: [78] [500/610] learning_rate: 0.251740 loss_vfl: 0.903965 loss_bbox: 0.289036 loss_dfl: 0.188497 loss: 1.389729 eta: 3 days, 1:24:12 batch_cost: 1.9044 data_cost: 0.0010 ips: 25.2050 images/s [10/24 05:07:03] ppdet.engine INFO: Epoch: [78] [520/610] learning_rate: 0.251702 loss_vfl: 0.884451 loss_bbox: 0.282937 loss_dfl: 0.184079 loss: 1.364356 eta: 3 days, 1:23:31 batch_cost: 1.9324 data_cost: 0.0011 ips: 24.8402 images/s [10/24 05:07:46] ppdet.engine INFO: Epoch: [78] [540/610] learning_rate: 0.251664 loss_vfl: 0.899721 loss_bbox: 0.327197 loss_dfl: 0.202343 loss: 1.400762 eta: 3 days, 1:22:53 batch_cost: 1.9829 data_cost: 0.0011 ips: 24.2066 images/s [10/24 05:08:30] ppdet.engine INFO: Epoch: [78] [560/610] learning_rate: 0.251626 loss_vfl: 0.888753 loss_bbox: 0.309690 loss_dfl: 0.197684 loss: 1.389001 eta: 3 days, 1:22:15 batch_cost: 1.9750 data_cost: 0.0011 ips: 24.3033 images/s [10/24 05:09:13] ppdet.engine INFO: Epoch: [78] [580/610] learning_rate: 0.251588 loss_vfl: 0.879537 loss_bbox: 0.302680 loss_dfl: 0.196845 loss: 1.395562 eta: 3 days, 1:21:34 batch_cost: 1.9367 data_cost: 0.0011 ips: 24.7842 images/s [10/24 05:09:54] ppdet.engine INFO: Epoch: [78] [600/610] learning_rate: 0.251550 loss_vfl: 0.884034 loss_bbox: 0.304543 loss_dfl: 0.192159 loss: 1.362602 eta: 3 days, 1:20:50 batch_cost: 1.8598 data_cost: 0.0011 ips: 25.8092 images/s [10/24 05:10:24] ppdet.engine INFO: Epoch: [79] [ 0/610] learning_rate: 0.251531 loss_vfl: 0.892546 loss_bbox: 0.307049 loss_dfl: 0.197396 loss: 1.377788 eta: 3 days, 1:20:47 batch_cost: 2.1709 data_cost: 0.1885 ips: 22.1102 images/s [10/24 05:11:10] ppdet.engine INFO: Epoch: [79] [ 20/610] learning_rate: 0.251493 loss_vfl: 0.881224 loss_bbox: 0.298813 loss_dfl: 0.191635 loss: 1.373245 eta: 3 days, 1:20:10 batch_cost: 2.0032 data_cost: 0.0011 ips: 23.9613 images/s [10/24 05:11:53] ppdet.engine INFO: Epoch: [79] [ 40/610] learning_rate: 0.251456 loss_vfl: 0.876225 loss_bbox: 0.292855 loss_dfl: 0.189273 loss: 1.354931 eta: 3 days, 1:19:30 batch_cost: 1.9305 data_cost: 0.0011 ips: 24.8645 images/s [10/24 05:12:36] ppdet.engine INFO: Epoch: [79] [ 60/610] learning_rate: 0.251418 loss_vfl: 0.884569 loss_bbox: 0.298188 loss_dfl: 0.192478 loss: 1.388928 eta: 3 days, 1:18:50 batch_cost: 1.9534 data_cost: 0.0010 ips: 24.5722 images/s [10/24 05:13:18] ppdet.engine INFO: Epoch: [79] [ 80/610] learning_rate: 0.251380 loss_vfl: 0.882372 loss_bbox: 0.305997 loss_dfl: 0.195961 loss: 1.389924 eta: 3 days, 1:18:09 batch_cost: 1.9177 data_cost: 0.0011 ips: 25.0300 images/s [10/24 05:14:01] ppdet.engine INFO: Epoch: [79] [100/610] learning_rate: 0.251342 loss_vfl: 0.879859 loss_bbox: 0.313632 loss_dfl: 0.203070 loss: 1.383351 eta: 3 days, 1:17:30 batch_cost: 1.9723 data_cost: 0.0011 ips: 24.3366 images/s [10/24 05:14:45] ppdet.engine INFO: Epoch: [79] [120/610] learning_rate: 0.251304 loss_vfl: 0.908273 loss_bbox: 0.292784 loss_dfl: 0.194836 loss: 1.416839 eta: 3 days, 1:16:51 batch_cost: 1.9580 data_cost: 0.0012 ips: 24.5145 images/s [10/24 05:15:27] ppdet.engine INFO: Epoch: [79] [140/610] learning_rate: 0.251266 loss_vfl: 0.881454 loss_bbox: 0.303459 loss_dfl: 0.188342 loss: 1.385968 eta: 3 days, 1:16:10 batch_cost: 1.9261 data_cost: 0.0011 ips: 24.9205 images/s [10/24 05:16:11] ppdet.engine INFO: Epoch: [79] [160/610] learning_rate: 0.251228 loss_vfl: 0.886467 loss_bbox: 0.310378 loss_dfl: 0.198076 loss: 1.395292 eta: 3 days, 1:15:31 batch_cost: 1.9676 data_cost: 0.0016 ips: 24.3957 images/s [10/24 05:16:54] ppdet.engine INFO: Epoch: [79] [180/610] learning_rate: 0.251190 loss_vfl: 0.879583 loss_bbox: 0.302127 loss_dfl: 0.197366 loss: 1.384382 eta: 3 days, 1:14:50 batch_cost: 1.9251 data_cost: 0.0010 ips: 24.9339 images/s [10/24 05:17:37] ppdet.engine INFO: Epoch: [79] [200/610] learning_rate: 0.251152 loss_vfl: 0.896028 loss_bbox: 0.285996 loss_dfl: 0.194983 loss: 1.388186 eta: 3 days, 1:14:13 batch_cost: 1.9864 data_cost: 0.0011 ips: 24.1648 images/s [10/24 05:18:19] ppdet.engine INFO: Epoch: [79] [220/610] learning_rate: 0.251114 loss_vfl: 0.883403 loss_bbox: 0.328658 loss_dfl: 0.204577 loss: 1.399001 eta: 3 days, 1:13:29 batch_cost: 1.8800 data_cost: 0.0011 ips: 25.5317 images/s [10/24 05:19:02] ppdet.engine INFO: Epoch: [79] [240/610] learning_rate: 0.251076 loss_vfl: 0.873911 loss_bbox: 0.339464 loss_dfl: 0.200932 loss: 1.390283 eta: 3 days, 1:12:49 batch_cost: 1.9438 data_cost: 0.0010 ips: 24.6938 images/s [10/24 05:19:44] ppdet.engine INFO: Epoch: [79] [260/610] learning_rate: 0.251038 loss_vfl: 0.900341 loss_bbox: 0.318735 loss_dfl: 0.204593 loss: 1.414122 eta: 3 days, 1:12:06 batch_cost: 1.8867 data_cost: 0.0011 ips: 25.4416 images/s [10/24 05:20:27] ppdet.engine INFO: Epoch: [79] [280/610] learning_rate: 0.250999 loss_vfl: 0.887569 loss_bbox: 0.316665 loss_dfl: 0.194117 loss: 1.390647 eta: 3 days, 1:11:25 batch_cost: 1.9247 data_cost: 0.0010 ips: 24.9390 images/s [10/24 05:21:09] ppdet.engine INFO: Epoch: [79] [300/610] learning_rate: 0.250961 loss_vfl: 0.881761 loss_bbox: 0.321759 loss_dfl: 0.201970 loss: 1.405743 eta: 3 days, 1:10:42 batch_cost: 1.8989 data_cost: 0.0011 ips: 25.2777 images/s [10/24 05:21:52] ppdet.engine INFO: Epoch: [79] [320/610] learning_rate: 0.250923 loss_vfl: 0.897618 loss_bbox: 0.305671 loss_dfl: 0.201427 loss: 1.405171 eta: 3 days, 1:10:03 batch_cost: 1.9490 data_cost: 0.0010 ips: 24.6275 images/s [10/24 05:22:35] ppdet.engine INFO: Epoch: [79] [340/610] learning_rate: 0.250885 loss_vfl: 0.893239 loss_bbox: 0.299196 loss_dfl: 0.189035 loss: 1.383191 eta: 3 days, 1:09:24 batch_cost: 1.9578 data_cost: 0.0010 ips: 24.5177 images/s [10/24 05:23:20] ppdet.engine INFO: Epoch: [79] [360/610] learning_rate: 0.250847 loss_vfl: 0.903801 loss_bbox: 0.304655 loss_dfl: 0.198634 loss: 1.397533 eta: 3 days, 1:08:47 batch_cost: 1.9980 data_cost: 0.0011 ips: 24.0239 images/s [10/24 05:24:03] ppdet.engine INFO: Epoch: [79] [380/610] learning_rate: 0.250809 loss_vfl: 0.881771 loss_bbox: 0.338711 loss_dfl: 0.208236 loss: 1.421696 eta: 3 days, 1:08:05 batch_cost: 1.9186 data_cost: 0.0010 ips: 25.0182 images/s [10/24 05:24:46] ppdet.engine INFO: Epoch: [79] [400/610] learning_rate: 0.250771 loss_vfl: 0.892475 loss_bbox: 0.299816 loss_dfl: 0.190847 loss: 1.380984 eta: 3 days, 1:07:26 batch_cost: 1.9627 data_cost: 0.0011 ips: 24.4558 images/s [10/24 05:25:29] ppdet.engine INFO: Epoch: [79] [420/610] learning_rate: 0.250733 loss_vfl: 0.906487 loss_bbox: 0.288396 loss_dfl: 0.190715 loss: 1.368600 eta: 3 days, 1:06:45 batch_cost: 1.9257 data_cost: 0.0010 ips: 24.9258 images/s [10/24 05:26:12] ppdet.engine INFO: Epoch: [79] [440/610] learning_rate: 0.250694 loss_vfl: 0.876415 loss_bbox: 0.321900 loss_dfl: 0.198225 loss: 1.390764 eta: 3 days, 1:06:05 batch_cost: 1.9469 data_cost: 0.0010 ips: 24.6540 images/s [10/24 05:26:55] ppdet.engine INFO: Epoch: [79] [460/610] learning_rate: 0.250656 loss_vfl: 0.905089 loss_bbox: 0.295690 loss_dfl: 0.192141 loss: 1.375995 eta: 3 days, 1:05:25 batch_cost: 1.9439 data_cost: 0.0010 ips: 24.6925 images/s [10/24 05:27:37] ppdet.engine INFO: Epoch: [79] [480/610] learning_rate: 0.250618 loss_vfl: 0.899174 loss_bbox: 0.316709 loss_dfl: 0.199908 loss: 1.393829 eta: 3 days, 1:04:44 batch_cost: 1.9195 data_cost: 0.0010 ips: 25.0066 images/s [10/24 05:28:19] ppdet.engine INFO: Epoch: [79] [500/610] learning_rate: 0.250580 loss_vfl: 0.898126 loss_bbox: 0.302048 loss_dfl: 0.184133 loss: 1.374897 eta: 3 days, 1:04:02 batch_cost: 1.9050 data_cost: 0.0011 ips: 25.1972 images/s [10/24 05:29:03] ppdet.engine INFO: Epoch: [79] [520/610] learning_rate: 0.250542 loss_vfl: 0.889746 loss_bbox: 0.293856 loss_dfl: 0.194815 loss: 1.352819 eta: 3 days, 1:03:22 batch_cost: 1.9376 data_cost: 0.0010 ips: 24.7727 images/s [10/24 05:29:46] ppdet.engine INFO: Epoch: [79] [540/610] learning_rate: 0.250503 loss_vfl: 0.878341 loss_bbox: 0.283889 loss_dfl: 0.185254 loss: 1.344881 eta: 3 days, 1:02:43 batch_cost: 1.9611 data_cost: 0.0011 ips: 24.4760 images/s [10/24 05:30:28] ppdet.engine INFO: Epoch: [79] [560/610] learning_rate: 0.250465 loss_vfl: 0.890876 loss_bbox: 0.276974 loss_dfl: 0.184355 loss: 1.369110 eta: 3 days, 1:02:01 batch_cost: 1.9171 data_cost: 0.0011 ips: 25.0379 images/s [10/24 05:31:13] ppdet.engine INFO: Epoch: [79] [580/610] learning_rate: 0.250427 loss_vfl: 0.902250 loss_bbox: 0.322512 loss_dfl: 0.205221 loss: 1.425771 eta: 3 days, 1:01:26 batch_cost: 2.0285 data_cost: 0.0010 ips: 23.6625 images/s [10/24 05:31:55] ppdet.engine INFO: Epoch: [79] [600/610] learning_rate: 0.250389 loss_vfl: 0.872154 loss_bbox: 0.297560 loss_dfl: 0.201280 loss: 1.393075 eta: 3 days, 1:00:44 batch_cost: 1.9156 data_cost: 0.0011 ips: 25.0569 images/s [10/24 05:32:17] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/24 05:32:17] ppdet.engine INFO: Eval iter: 0 [10/24 05:32:48] ppdet.engine INFO: Eval iter: 100 [10/24 05:33:10] ppdet.engine INFO: Eval iter: 200 [10/24 05:33:32] ppdet.engine INFO: Eval iter: 300 [10/24 05:33:55] ppdet.engine INFO: Eval iter: 400 [10/24 05:34:17] ppdet.engine INFO: Eval iter: 500 [10/24 05:34:39] ppdet.engine INFO: Eval iter: 600 [10/24 05:34:58] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.94s) creating index... index created! [10/24 05:34:59] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.67s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=97.13s). Accumulating evaluation results... DONE (t=17.09s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.334 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.489 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.350 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.125 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.356 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.546 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.293 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.463 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.493 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 ] = 0.550 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.742 [10/24 05:37:00] ppdet.engine INFO: Total sample number: 4952, averge FPS: 33.44392823641331 [10/24 05:37:00] ppdet.engine INFO: Best test bbox ap is 0.334. [10/24 05:37:00] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/24 05:37:02] ppdet.engine INFO: Epoch: [80] [ 0/610] learning_rate: 0.250370 loss_vfl: 0.879072 loss_bbox: 0.309342 loss_dfl: 0.202798 loss: 1.415464 eta: 3 days, 1:00:21 batch_cost: 1.8442 data_cost: 0.0011 ips: 26.0282 images/s [10/24 05:37:47] ppdet.engine INFO: Epoch: [80] [ 20/610] learning_rate: 0.250331 loss_vfl: 0.899744 loss_bbox: 0.274751 loss_dfl: 0.185845 loss: 1.362215 eta: 3 days, 0:59:46 batch_cost: 2.0212 data_cost: 0.0011 ips: 23.7486 images/s [10/24 05:38:29] ppdet.engine INFO: Epoch: [80] [ 40/610] learning_rate: 0.250293 loss_vfl: 0.913477 loss_bbox: 0.274335 loss_dfl: 0.186969 loss: 1.359487 eta: 3 days, 0:59:06 batch_cost: 1.9520 data_cost: 0.0011 ips: 24.5900 images/s [10/24 05:39:13] ppdet.engine INFO: Epoch: [80] [ 60/610] learning_rate: 0.250255 loss_vfl: 0.893112 loss_bbox: 0.292782 loss_dfl: 0.197173 loss: 1.401228 eta: 3 days, 0:58:27 batch_cost: 1.9668 data_cost: 0.0010 ips: 24.4045 images/s [10/24 05:39:56] ppdet.engine INFO: Epoch: [80] [ 80/610] learning_rate: 0.250216 loss_vfl: 0.889052 loss_bbox: 0.303579 loss_dfl: 0.194061 loss: 1.382941 eta: 3 days, 0:57:48 batch_cost: 1.9538 data_cost: 0.0010 ips: 24.5678 images/s [10/24 05:40:39] ppdet.engine INFO: Epoch: [80] [100/610] learning_rate: 0.250178 loss_vfl: 0.864254 loss_bbox: 0.302004 loss_dfl: 0.195059 loss: 1.357894 eta: 3 days, 0:57:08 batch_cost: 1.9425 data_cost: 0.0011 ips: 24.7101 images/s [10/24 05:41:22] ppdet.engine INFO: Epoch: [80] [120/610] learning_rate: 0.250140 loss_vfl: 0.901681 loss_bbox: 0.305407 loss_dfl: 0.190587 loss: 1.381633 eta: 3 days, 0:56:28 batch_cost: 1.9498 data_cost: 0.0011 ips: 24.6179 images/s [10/24 05:42:06] ppdet.engine INFO: Epoch: [80] [140/610] learning_rate: 0.250101 loss_vfl: 0.886906 loss_bbox: 0.323261 loss_dfl: 0.200359 loss: 1.403814 eta: 3 days, 0:55:50 batch_cost: 1.9812 data_cost: 0.0010 ips: 24.2278 images/s [10/24 05:42:48] ppdet.engine INFO: Epoch: [80] [160/610] learning_rate: 0.250063 loss_vfl: 0.887440 loss_bbox: 0.306177 loss_dfl: 0.194331 loss: 1.374464 eta: 3 days, 0:55:10 batch_cost: 1.9354 data_cost: 0.0011 ips: 24.8016 images/s [10/24 05:43:31] ppdet.engine INFO: Epoch: [80] [180/610] learning_rate: 0.250025 loss_vfl: 0.883278 loss_bbox: 0.316100 loss_dfl: 0.199937 loss: 1.393869 eta: 3 days, 0:54:28 batch_cost: 1.9119 data_cost: 0.0010 ips: 25.1060 images/s [10/24 05:44:14] ppdet.engine INFO: Epoch: [80] [200/610] learning_rate: 0.249986 loss_vfl: 0.876789 loss_bbox: 0.308868 loss_dfl: 0.202871 loss: 1.403432 eta: 3 days, 0:53:47 batch_cost: 1.9292 data_cost: 0.0011 ips: 24.8811 images/s [10/24 05:44:56] ppdet.engine INFO: Epoch: [80] [220/610] learning_rate: 0.249948 loss_vfl: 0.905283 loss_bbox: 0.305085 loss_dfl: 0.200797 loss: 1.408424 eta: 3 days, 0:53:07 batch_cost: 1.9396 data_cost: 0.0010 ips: 24.7475 images/s [10/24 05:45:39] ppdet.engine INFO: Epoch: [80] [240/610] learning_rate: 0.249909 loss_vfl: 0.880674 loss_bbox: 0.306643 loss_dfl: 0.198639 loss: 1.408054 eta: 3 days, 0:52:26 batch_cost: 1.9123 data_cost: 0.0010 ips: 25.1003 images/s [10/24 05:46:21] ppdet.engine INFO: Epoch: [80] [260/610] learning_rate: 0.249871 loss_vfl: 0.875741 loss_bbox: 0.297028 loss_dfl: 0.197382 loss: 1.388388 eta: 3 days, 0:51:43 batch_cost: 1.8945 data_cost: 0.0010 ips: 25.3361 images/s [10/24 05:47:05] ppdet.engine INFO: Epoch: [80] [280/610] learning_rate: 0.249833 loss_vfl: 0.875047 loss_bbox: 0.319441 loss_dfl: 0.199423 loss: 1.389553 eta: 3 days, 0:51:04 batch_cost: 1.9562 data_cost: 0.0011 ips: 24.5376 images/s [10/24 05:47:47] ppdet.engine INFO: Epoch: [80] [300/610] learning_rate: 0.249794 loss_vfl: 0.891375 loss_bbox: 0.301805 loss_dfl: 0.200404 loss: 1.402902 eta: 3 days, 0:50:22 batch_cost: 1.9117 data_cost: 0.0011 ips: 25.1081 images/s [10/24 05:48:32] ppdet.engine INFO: Epoch: [80] [320/610] learning_rate: 0.249756 loss_vfl: 0.885057 loss_bbox: 0.315243 loss_dfl: 0.198244 loss: 1.360082 eta: 3 days, 0:49:45 batch_cost: 1.9958 data_cost: 0.0011 ips: 24.0505 images/s [10/24 05:49:15] ppdet.engine INFO: Epoch: [80] [340/610] learning_rate: 0.249717 loss_vfl: 0.909663 loss_bbox: 0.292997 loss_dfl: 0.192826 loss: 1.386580 eta: 3 days, 0:49:05 batch_cost: 1.9559 data_cost: 0.0011 ips: 24.5412 images/s [10/24 05:49:58] ppdet.engine INFO: Epoch: [80] [360/610] learning_rate: 0.249679 loss_vfl: 0.884175 loss_bbox: 0.307702 loss_dfl: 0.193953 loss: 1.393639 eta: 3 days, 0:48:24 batch_cost: 1.9192 data_cost: 0.0011 ips: 25.0105 images/s [10/24 05:50:41] ppdet.engine INFO: Epoch: [80] [380/610] learning_rate: 0.249640 loss_vfl: 0.880351 loss_bbox: 0.305956 loss_dfl: 0.205956 loss: 1.415053 eta: 3 days, 0:47:44 batch_cost: 1.9459 data_cost: 0.0010 ips: 24.6672 images/s [10/24 05:51:25] ppdet.engine INFO: Epoch: [80] [400/610] learning_rate: 0.249602 loss_vfl: 0.884126 loss_bbox: 0.281059 loss_dfl: 0.188419 loss: 1.390776 eta: 3 days, 0:47:05 batch_cost: 1.9649 data_cost: 0.0011 ips: 24.4287 images/s [10/24 05:52:09] ppdet.engine INFO: Epoch: [80] [420/610] learning_rate: 0.249563 loss_vfl: 0.872220 loss_bbox: 0.303695 loss_dfl: 0.196693 loss: 1.368013 eta: 3 days, 0:46:28 batch_cost: 1.9953 data_cost: 0.0010 ips: 24.0565 images/s [10/24 05:52:51] ppdet.engine INFO: Epoch: [80] [440/610] learning_rate: 0.249525 loss_vfl: 0.893935 loss_bbox: 0.306985 loss_dfl: 0.195173 loss: 1.398005 eta: 3 days, 0:45:47 batch_cost: 1.9231 data_cost: 0.0010 ips: 24.9600 images/s [10/24 05:53:36] ppdet.engine INFO: Epoch: [80] [460/610] learning_rate: 0.249486 loss_vfl: 0.893501 loss_bbox: 0.301373 loss_dfl: 0.197483 loss: 1.383205 eta: 3 days, 0:45:13 batch_cost: 2.0553 data_cost: 0.0011 ips: 23.3542 images/s [10/24 05:54:19] ppdet.engine INFO: Epoch: [80] [480/610] learning_rate: 0.249448 loss_vfl: 0.891737 loss_bbox: 0.291891 loss_dfl: 0.193635 loss: 1.367300 eta: 3 days, 0:44:33 batch_cost: 1.9332 data_cost: 0.0011 ips: 24.8293 images/s [10/24 05:55:02] ppdet.engine INFO: Epoch: [80] [500/610] learning_rate: 0.249409 loss_vfl: 0.899031 loss_bbox: 0.296412 loss_dfl: 0.186531 loss: 1.387567 eta: 3 days, 0:43:52 batch_cost: 1.9359 data_cost: 0.0011 ips: 24.7949 images/s [10/24 05:55:46] ppdet.engine INFO: Epoch: [80] [520/610] learning_rate: 0.249371 loss_vfl: 0.884816 loss_bbox: 0.310087 loss_dfl: 0.194490 loss: 1.393594 eta: 3 days, 0:43:14 batch_cost: 1.9689 data_cost: 0.0011 ips: 24.3785 images/s [10/24 05:56:28] ppdet.engine INFO: Epoch: [80] [540/610] learning_rate: 0.249332 loss_vfl: 0.897446 loss_bbox: 0.310077 loss_dfl: 0.196838 loss: 1.399014 eta: 3 days, 0:42:32 batch_cost: 1.9021 data_cost: 0.0048 ips: 25.2349 images/s [10/24 05:57:11] ppdet.engine INFO: Epoch: [80] [560/610] learning_rate: 0.249293 loss_vfl: 0.900362 loss_bbox: 0.298269 loss_dfl: 0.197380 loss: 1.395225 eta: 3 days, 0:41:52 batch_cost: 1.9446 data_cost: 0.0046 ips: 24.6842 images/s [10/24 05:57:53] ppdet.engine INFO: Epoch: [80] [580/610] learning_rate: 0.249255 loss_vfl: 0.909578 loss_bbox: 0.300798 loss_dfl: 0.192311 loss: 1.396156 eta: 3 days, 0:41:11 batch_cost: 1.9334 data_cost: 0.0010 ips: 24.8265 images/s [10/24 05:58:34] ppdet.engine INFO: Epoch: [80] [600/610] learning_rate: 0.249216 loss_vfl: 0.892741 loss_bbox: 0.317417 loss_dfl: 0.199999 loss: 1.410729 eta: 3 days, 0:40:28 batch_cost: 1.8783 data_cost: 0.0011 ips: 25.5552 images/s [10/24 05:59:08] ppdet.engine INFO: Epoch: [81] [ 0/610] learning_rate: 0.249197 loss_vfl: 0.907407 loss_bbox: 0.313845 loss_dfl: 0.186939 loss: 1.395309 eta: 3 days, 0:40:33 batch_cost: 2.3479 data_cost: 0.2311 ips: 20.4437 images/s [10/24 05:59:53] ppdet.engine INFO: Epoch: [81] [ 20/610] learning_rate: 0.249158 loss_vfl: 0.863048 loss_bbox: 0.312045 loss_dfl: 0.198779 loss: 1.390796 eta: 3 days, 0:39:57 batch_cost: 2.0170 data_cost: 0.0011 ips: 23.7980 images/s [10/24 06:00:38] ppdet.engine INFO: Epoch: [81] [ 40/610] learning_rate: 0.249119 loss_vfl: 0.878062 loss_bbox: 0.315648 loss_dfl: 0.192804 loss: 1.400937 eta: 3 days, 0:39:24 batch_cost: 2.0556 data_cost: 0.0010 ips: 23.3505 images/s [10/24 06:01:22] ppdet.engine INFO: Epoch: [81] [ 60/610] learning_rate: 0.249081 loss_vfl: 0.869887 loss_bbox: 0.306921 loss_dfl: 0.198061 loss: 1.375286 eta: 3 days, 0:38:47 batch_cost: 2.0049 data_cost: 0.0010 ips: 23.9411 images/s [10/24 06:02:05] ppdet.engine INFO: Epoch: [81] [ 80/610] learning_rate: 0.249042 loss_vfl: 0.896354 loss_bbox: 0.315341 loss_dfl: 0.206518 loss: 1.416771 eta: 3 days, 0:38:05 batch_cost: 1.9084 data_cost: 0.0011 ips: 25.1514 images/s [10/24 06:02:48] ppdet.engine INFO: Epoch: [81] [100/610] learning_rate: 0.249003 loss_vfl: 0.884564 loss_bbox: 0.290410 loss_dfl: 0.199619 loss: 1.377847 eta: 3 days, 0:37:23 batch_cost: 1.9141 data_cost: 0.0011 ips: 25.0765 images/s [10/24 06:03:32] ppdet.engine INFO: Epoch: [81] [120/610] learning_rate: 0.248965 loss_vfl: 0.876246 loss_bbox: 0.318036 loss_dfl: 0.197678 loss: 1.397810 eta: 3 days, 0:36:46 batch_cost: 1.9985 data_cost: 0.0011 ips: 24.0182 images/s [10/24 06:04:14] ppdet.engine INFO: Epoch: [81] [140/610] learning_rate: 0.248926 loss_vfl: 0.883477 loss_bbox: 0.291101 loss_dfl: 0.185494 loss: 1.362315 eta: 3 days, 0:36:04 batch_cost: 1.8910 data_cost: 0.0011 ips: 25.3829 images/s [10/24 06:04:56] ppdet.engine INFO: Epoch: [81] [160/610] learning_rate: 0.248887 loss_vfl: 0.900801 loss_bbox: 0.303347 loss_dfl: 0.196600 loss: 1.382532 eta: 3 days, 0:35:22 batch_cost: 1.9216 data_cost: 0.0011 ips: 24.9788 images/s [10/24 06:05:39] ppdet.engine INFO: Epoch: [81] [180/610] learning_rate: 0.248849 loss_vfl: 0.902103 loss_bbox: 0.289949 loss_dfl: 0.190892 loss: 1.386759 eta: 3 days, 0:34:41 batch_cost: 1.9073 data_cost: 0.0011 ips: 25.1666 images/s [10/24 06:06:23] ppdet.engine INFO: Epoch: [81] [200/610] learning_rate: 0.248810 loss_vfl: 0.888427 loss_bbox: 0.294881 loss_dfl: 0.194086 loss: 1.386247 eta: 3 days, 0:34:01 batch_cost: 1.9590 data_cost: 0.0010 ips: 24.5021 images/s [10/24 06:07:06] ppdet.engine INFO: Epoch: [81] [220/610] learning_rate: 0.248771 loss_vfl: 0.872357 loss_bbox: 0.305398 loss_dfl: 0.193890 loss: 1.366479 eta: 3 days, 0:33:24 batch_cost: 1.9963 data_cost: 0.0011 ips: 24.0449 images/s [10/24 06:07:49] ppdet.engine INFO: Epoch: [81] [240/610] learning_rate: 0.248732 loss_vfl: 0.881380 loss_bbox: 0.280774 loss_dfl: 0.181453 loss: 1.340695 eta: 3 days, 0:32:43 batch_cost: 1.9167 data_cost: 0.0010 ips: 25.0428 images/s [10/24 06:08:33] ppdet.engine INFO: Epoch: [81] [260/610] learning_rate: 0.248694 loss_vfl: 0.893912 loss_bbox: 0.305878 loss_dfl: 0.193974 loss: 1.407058 eta: 3 days, 0:32:04 batch_cost: 1.9580 data_cost: 0.0010 ips: 24.5150 images/s [10/24 06:09:15] ppdet.engine INFO: Epoch: [81] [280/610] learning_rate: 0.248655 loss_vfl: 0.882063 loss_bbox: 0.284907 loss_dfl: 0.187209 loss: 1.350640 eta: 3 days, 0:31:21 batch_cost: 1.9032 data_cost: 0.0010 ips: 25.2213 images/s [10/24 06:09:57] ppdet.engine INFO: Epoch: [81] [300/610] learning_rate: 0.248616 loss_vfl: 0.857324 loss_bbox: 0.312149 loss_dfl: 0.199947 loss: 1.391440 eta: 3 days, 0:30:42 batch_cost: 1.9496 data_cost: 0.0010 ips: 24.6200 images/s [10/24 06:10:41] ppdet.engine INFO: Epoch: [81] [320/610] learning_rate: 0.248577 loss_vfl: 0.899902 loss_bbox: 0.302988 loss_dfl: 0.186952 loss: 1.402920 eta: 3 days, 0:30:04 batch_cost: 1.9839 data_cost: 0.0011 ips: 24.1947 images/s [10/24 06:11:25] ppdet.engine INFO: Epoch: [81] [340/610] learning_rate: 0.248538 loss_vfl: 0.883645 loss_bbox: 0.308305 loss_dfl: 0.198647 loss: 1.392273 eta: 3 days, 0:29:25 batch_cost: 1.9644 data_cost: 0.0011 ips: 24.4351 images/s [10/24 06:12:08] ppdet.engine INFO: Epoch: [81] [360/610] learning_rate: 0.248500 loss_vfl: 0.884580 loss_bbox: 0.283298 loss_dfl: 0.190706 loss: 1.392631 eta: 3 days, 0:28:46 batch_cost: 1.9542 data_cost: 0.0011 ips: 24.5620 images/s [10/24 06:12:51] ppdet.engine INFO: Epoch: [81] [380/610] learning_rate: 0.248461 loss_vfl: 0.892249 loss_bbox: 0.302460 loss_dfl: 0.200851 loss: 1.384361 eta: 3 days, 0:28:05 batch_cost: 1.9320 data_cost: 0.0010 ips: 24.8445 images/s [10/24 06:13:33] ppdet.engine INFO: Epoch: [81] [400/610] learning_rate: 0.248422 loss_vfl: 0.886289 loss_bbox: 0.298208 loss_dfl: 0.191530 loss: 1.394724 eta: 3 days, 0:27:21 batch_cost: 1.8736 data_cost: 0.0011 ips: 25.6195 images/s [10/24 06:14:16] ppdet.engine INFO: Epoch: [81] [420/610] learning_rate: 0.248383 loss_vfl: 0.890340 loss_bbox: 0.298597 loss_dfl: 0.198449 loss: 1.394515 eta: 3 days, 0:26:40 batch_cost: 1.9195 data_cost: 0.0011 ips: 25.0069 images/s [10/24 06:14:59] ppdet.engine INFO: Epoch: [81] [440/610] learning_rate: 0.248344 loss_vfl: 0.889039 loss_bbox: 0.300285 loss_dfl: 0.191637 loss: 1.405648 eta: 3 days, 0:25:59 batch_cost: 1.9167 data_cost: 0.0010 ips: 25.0432 images/s [10/24 06:15:42] ppdet.engine INFO: Epoch: [81] [460/610] learning_rate: 0.248305 loss_vfl: 0.880010 loss_bbox: 0.308908 loss_dfl: 0.198746 loss: 1.369302 eta: 3 days, 0:25:20 batch_cost: 1.9659 data_cost: 0.0011 ips: 24.4168 images/s [10/24 06:16:26] ppdet.engine INFO: Epoch: [81] [480/610] learning_rate: 0.248266 loss_vfl: 0.880970 loss_bbox: 0.307877 loss_dfl: 0.195560 loss: 1.396682 eta: 3 days, 0:24:41 batch_cost: 1.9542 data_cost: 0.0011 ips: 24.5631 images/s [10/24 06:17:10] ppdet.engine INFO: Epoch: [81] [500/610] learning_rate: 0.248227 loss_vfl: 0.860857 loss_bbox: 0.314352 loss_dfl: 0.199019 loss: 1.377041 eta: 3 days, 0:24:04 batch_cost: 2.0086 data_cost: 0.0011 ips: 23.8970 images/s [10/24 06:17:53] ppdet.engine INFO: Epoch: [81] [520/610] learning_rate: 0.248188 loss_vfl: 0.868160 loss_bbox: 0.303129 loss_dfl: 0.195155 loss: 1.383210 eta: 3 days, 0:23:24 batch_cost: 1.9380 data_cost: 0.0011 ips: 24.7678 images/s [10/24 06:18:36] ppdet.engine INFO: Epoch: [81] [540/610] learning_rate: 0.248149 loss_vfl: 0.895880 loss_bbox: 0.292085 loss_dfl: 0.189353 loss: 1.393918 eta: 3 days, 0:22:43 batch_cost: 1.9258 data_cost: 0.0010 ips: 24.9248 images/s [10/24 06:19:19] ppdet.engine INFO: Epoch: [81] [560/610] learning_rate: 0.248111 loss_vfl: 0.905350 loss_bbox: 0.298640 loss_dfl: 0.194080 loss: 1.380980 eta: 3 days, 0:22:03 batch_cost: 1.9514 data_cost: 0.0010 ips: 24.5972 images/s [10/24 06:20:03] ppdet.engine INFO: Epoch: [81] [580/610] learning_rate: 0.248072 loss_vfl: 0.896319 loss_bbox: 0.294536 loss_dfl: 0.190336 loss: 1.401354 eta: 3 days, 0:21:26 batch_cost: 1.9981 data_cost: 0.0011 ips: 24.0228 images/s [10/24 06:20:44] ppdet.engine INFO: Epoch: [81] [600/610] learning_rate: 0.248033 loss_vfl: 0.888723 loss_bbox: 0.314106 loss_dfl: 0.189530 loss: 1.398429 eta: 3 days, 0:20:42 batch_cost: 1.8547 data_cost: 0.0011 ips: 25.8808 images/s [10/24 06:21:17] ppdet.engine INFO: Epoch: [82] [ 0/610] learning_rate: 0.248013 loss_vfl: 0.902860 loss_bbox: 0.303919 loss_dfl: 0.185651 loss: 1.398429 eta: 3 days, 0:20:46 batch_cost: 2.3204 data_cost: 0.2851 ips: 20.6864 images/s [10/24 06:22:01] ppdet.engine INFO: Epoch: [82] [ 20/610] learning_rate: 0.247974 loss_vfl: 0.878875 loss_bbox: 0.315843 loss_dfl: 0.204668 loss: 1.391585 eta: 3 days, 0:20:10 batch_cost: 2.0270 data_cost: 0.0011 ips: 23.6809 images/s [10/24 06:22:44] ppdet.engine INFO: Epoch: [82] [ 40/610] learning_rate: 0.247935 loss_vfl: 0.907972 loss_bbox: 0.296409 loss_dfl: 0.189827 loss: 1.402579 eta: 3 days, 0:19:30 batch_cost: 1.9377 data_cost: 0.0011 ips: 24.7721 images/s [10/24 06:23:29] ppdet.engine INFO: Epoch: [82] [ 60/610] learning_rate: 0.247896 loss_vfl: 0.858496 loss_bbox: 0.320608 loss_dfl: 0.204541 loss: 1.388509 eta: 3 days, 0:18:54 batch_cost: 2.0206 data_cost: 0.0011 ips: 23.7557 images/s [10/24 06:24:13] ppdet.engine INFO: Epoch: [82] [ 80/610] learning_rate: 0.247857 loss_vfl: 0.890847 loss_bbox: 0.291343 loss_dfl: 0.192015 loss: 1.378616 eta: 3 days, 0:18:17 batch_cost: 2.0052 data_cost: 0.0012 ips: 23.9380 images/s [10/24 06:24:57] ppdet.engine INFO: Epoch: [82] [100/610] learning_rate: 0.247818 loss_vfl: 0.890643 loss_bbox: 0.303862 loss_dfl: 0.193996 loss: 1.370313 eta: 3 days, 0:17:39 batch_cost: 1.9788 data_cost: 0.0011 ips: 24.2571 images/s [10/24 06:25:41] ppdet.engine INFO: Epoch: [82] [120/610] learning_rate: 0.247779 loss_vfl: 0.888360 loss_bbox: 0.300365 loss_dfl: 0.193774 loss: 1.371777 eta: 3 days, 0:17:01 batch_cost: 1.9770 data_cost: 0.0011 ips: 24.2793 images/s [10/24 06:26:24] ppdet.engine INFO: Epoch: [82] [140/610] learning_rate: 0.247740 loss_vfl: 0.872051 loss_bbox: 0.344941 loss_dfl: 0.215149 loss: 1.434278 eta: 3 days, 0:16:22 batch_cost: 1.9544 data_cost: 0.0010 ips: 24.5604 images/s [10/24 06:27:08] ppdet.engine INFO: Epoch: [82] [160/610] learning_rate: 0.247701 loss_vfl: 0.885267 loss_bbox: 0.286450 loss_dfl: 0.187197 loss: 1.375043 eta: 3 days, 0:15:43 batch_cost: 1.9664 data_cost: 0.0011 ips: 24.4095 images/s [10/24 06:27:51] ppdet.engine INFO: Epoch: [82] [180/610] learning_rate: 0.247662 loss_vfl: 0.879080 loss_bbox: 0.306262 loss_dfl: 0.195447 loss: 1.384389 eta: 3 days, 0:15:03 batch_cost: 1.9506 data_cost: 0.0011 ips: 24.6072 images/s [10/24 06:28:35] ppdet.engine INFO: Epoch: [82] [200/610] learning_rate: 0.247623 loss_vfl: 0.883517 loss_bbox: 0.303639 loss_dfl: 0.195762 loss: 1.398296 eta: 3 days, 0:14:25 batch_cost: 1.9776 data_cost: 0.0011 ips: 24.2716 images/s [10/24 06:29:20] ppdet.engine INFO: Epoch: [82] [220/610] learning_rate: 0.247584 loss_vfl: 0.893649 loss_bbox: 0.278146 loss_dfl: 0.185806 loss: 1.390668 eta: 3 days, 0:13:50 batch_cost: 2.0341 data_cost: 0.0011 ips: 23.5975 images/s [10/24 06:30:03] ppdet.engine INFO: Epoch: [82] [240/610] learning_rate: 0.247544 loss_vfl: 0.867525 loss_bbox: 0.304886 loss_dfl: 0.196340 loss: 1.377526 eta: 3 days, 0:13:10 batch_cost: 1.9518 data_cost: 0.0010 ips: 24.5923 images/s [10/24 06:30:46] ppdet.engine INFO: Epoch: [82] [260/610] learning_rate: 0.247505 loss_vfl: 0.884073 loss_bbox: 0.291657 loss_dfl: 0.189887 loss: 1.381976 eta: 3 days, 0:12:29 batch_cost: 1.9131 data_cost: 0.0027 ips: 25.0898 images/s [10/24 06:31:31] ppdet.engine INFO: Epoch: [82] [280/610] learning_rate: 0.247466 loss_vfl: 0.887198 loss_bbox: 0.314528 loss_dfl: 0.198212 loss: 1.400559 eta: 3 days, 0:11:53 batch_cost: 2.0220 data_cost: 0.0011 ips: 23.7386 images/s [10/24 06:32:13] ppdet.engine INFO: Epoch: [82] [300/610] learning_rate: 0.247427 loss_vfl: 0.889136 loss_bbox: 0.316621 loss_dfl: 0.204029 loss: 1.432677 eta: 3 days, 0:11:13 batch_cost: 1.9444 data_cost: 0.0011 ips: 24.6857 images/s [10/24 06:32:56] ppdet.engine INFO: Epoch: [82] [320/610] learning_rate: 0.247388 loss_vfl: 0.884632 loss_bbox: 0.292335 loss_dfl: 0.188103 loss: 1.344808 eta: 3 days, 0:10:33 batch_cost: 1.9408 data_cost: 0.0012 ips: 24.7325 images/s [10/24 06:33:40] ppdet.engine INFO: Epoch: [82] [340/610] learning_rate: 0.247349 loss_vfl: 0.890807 loss_bbox: 0.289100 loss_dfl: 0.184968 loss: 1.355425 eta: 3 days, 0:09:56 batch_cost: 1.9993 data_cost: 0.0011 ips: 24.0083 images/s [10/24 06:34:25] ppdet.engine INFO: Epoch: [82] [360/610] learning_rate: 0.247309 loss_vfl: 0.871941 loss_bbox: 0.295197 loss_dfl: 0.195000 loss: 1.379910 eta: 3 days, 0:09:18 batch_cost: 1.9806 data_cost: 0.0012 ips: 24.2355 images/s [10/24 06:35:09] ppdet.engine INFO: Epoch: [82] [380/610] learning_rate: 0.247270 loss_vfl: 0.864466 loss_bbox: 0.310989 loss_dfl: 0.198203 loss: 1.363972 eta: 3 days, 0:08:41 batch_cost: 2.0040 data_cost: 0.0012 ips: 23.9516 images/s [10/24 06:35:51] ppdet.engine INFO: Epoch: [82] [400/610] learning_rate: 0.247231 loss_vfl: 0.876491 loss_bbox: 0.316790 loss_dfl: 0.197833 loss: 1.397209 eta: 3 days, 0:08:00 batch_cost: 1.9275 data_cost: 0.0011 ips: 24.9022 images/s [10/24 06:36:35] ppdet.engine INFO: Epoch: [82] [420/610] learning_rate: 0.247192 loss_vfl: 0.882831 loss_bbox: 0.312560 loss_dfl: 0.195345 loss: 1.404590 eta: 3 days, 0:07:22 batch_cost: 1.9808 data_cost: 0.0011 ips: 24.2330 images/s [10/24 06:37:18] ppdet.engine INFO: Epoch: [82] [440/610] learning_rate: 0.247153 loss_vfl: 0.880455 loss_bbox: 0.297356 loss_dfl: 0.190617 loss: 1.393834 eta: 3 days, 0:06:43 batch_cost: 1.9553 data_cost: 0.0011 ips: 24.5484 images/s [10/24 06:38:02] ppdet.engine INFO: Epoch: [82] [460/610] learning_rate: 0.247113 loss_vfl: 0.891504 loss_bbox: 0.289181 loss_dfl: 0.195347 loss: 1.388273 eta: 3 days, 0:06:05 batch_cost: 1.9778 data_cost: 0.0011 ips: 24.2689 images/s [10/24 06:38:46] ppdet.engine INFO: Epoch: [82] [480/610] learning_rate: 0.247074 loss_vfl: 0.885670 loss_bbox: 0.279006 loss_dfl: 0.187510 loss: 1.343157 eta: 3 days, 0:05:27 batch_cost: 1.9860 data_cost: 0.0012 ips: 24.1692 images/s [10/24 06:39:29] ppdet.engine INFO: Epoch: [82] [500/610] learning_rate: 0.247035 loss_vfl: 0.914885 loss_bbox: 0.293371 loss_dfl: 0.184133 loss: 1.380719 eta: 3 days, 0:04:48 batch_cost: 1.9658 data_cost: 0.0011 ips: 24.4180 images/s [10/24 06:40:13] ppdet.engine INFO: Epoch: [82] [520/610] learning_rate: 0.246996 loss_vfl: 0.905013 loss_bbox: 0.282821 loss_dfl: 0.193319 loss: 1.380938 eta: 3 days, 0:04:11 batch_cost: 1.9988 data_cost: 0.0011 ips: 24.0141 images/s [10/24 06:40:56] ppdet.engine INFO: Epoch: [82] [540/610] learning_rate: 0.246956 loss_vfl: 0.865667 loss_bbox: 0.304665 loss_dfl: 0.197955 loss: 1.365874 eta: 3 days, 0:03:29 batch_cost: 1.9080 data_cost: 0.0011 ips: 25.1569 images/s [10/24 06:41:40] ppdet.engine INFO: Epoch: [82] [560/610] learning_rate: 0.246917 loss_vfl: 0.884971 loss_bbox: 0.283164 loss_dfl: 0.189646 loss: 1.363388 eta: 3 days, 0:02:51 batch_cost: 1.9760 data_cost: 0.0012 ips: 24.2912 images/s [10/24 06:42:23] ppdet.engine INFO: Epoch: [82] [580/610] learning_rate: 0.246878 loss_vfl: 0.897632 loss_bbox: 0.324911 loss_dfl: 0.201418 loss: 1.424258 eta: 3 days, 0:02:14 batch_cost: 1.9968 data_cost: 0.0011 ips: 24.0384 images/s [10/24 06:43:07] ppdet.engine INFO: Epoch: [82] [600/610] learning_rate: 0.246838 loss_vfl: 0.891217 loss_bbox: 0.323582 loss_dfl: 0.202906 loss: 1.411230 eta: 3 days, 0:01:35 batch_cost: 1.9699 data_cost: 0.0011 ips: 24.3663 images/s [10/24 06:43:39] ppdet.engine INFO: Epoch: [83] [ 0/610] learning_rate: 0.246819 loss_vfl: 0.891554 loss_bbox: 0.326936 loss_dfl: 0.204236 loss: 1.420877 eta: 3 days, 0:01:36 batch_cost: 2.3320 data_cost: 0.1879 ips: 20.5834 images/s [10/24 06:44:25] ppdet.engine INFO: Epoch: [83] [ 20/610] learning_rate: 0.246779 loss_vfl: 0.883440 loss_bbox: 0.318292 loss_dfl: 0.200246 loss: 1.386321 eta: 3 days, 0:01:03 batch_cost: 2.0600 data_cost: 0.0017 ips: 23.3005 images/s [10/24 06:45:10] ppdet.engine INFO: Epoch: [83] [ 40/610] learning_rate: 0.246740 loss_vfl: 0.889304 loss_bbox: 0.294330 loss_dfl: 0.191947 loss: 1.372753 eta: 3 days, 0:00:27 batch_cost: 2.0198 data_cost: 0.0016 ips: 23.7643 images/s [10/24 06:45:53] ppdet.engine INFO: Epoch: [83] [ 60/610] learning_rate: 0.246701 loss_vfl: 0.898170 loss_bbox: 0.299264 loss_dfl: 0.194769 loss: 1.403348 eta: 2 days, 23:59:47 batch_cost: 1.9529 data_cost: 0.0014 ips: 24.5785 images/s [10/24 06:46:36] ppdet.engine INFO: Epoch: [83] [ 80/610] learning_rate: 0.246661 loss_vfl: 0.876593 loss_bbox: 0.311462 loss_dfl: 0.197717 loss: 1.423621 eta: 2 days, 23:59:06 batch_cost: 1.9153 data_cost: 0.0011 ips: 25.0620 images/s [10/24 06:47:19] ppdet.engine INFO: Epoch: [83] [100/610] learning_rate: 0.246622 loss_vfl: 0.879775 loss_bbox: 0.305853 loss_dfl: 0.191280 loss: 1.387814 eta: 2 days, 23:58:27 batch_cost: 1.9742 data_cost: 0.0011 ips: 24.3135 images/s [10/24 06:48:01] ppdet.engine INFO: Epoch: [83] [120/610] learning_rate: 0.246582 loss_vfl: 0.871517 loss_bbox: 0.307418 loss_dfl: 0.197896 loss: 1.369631 eta: 2 days, 23:57:46 batch_cost: 1.9273 data_cost: 0.0012 ips: 24.9047 images/s [10/24 06:48:44] ppdet.engine INFO: Epoch: [83] [140/610] learning_rate: 0.246543 loss_vfl: 0.904227 loss_bbox: 0.286824 loss_dfl: 0.191147 loss: 1.370927 eta: 2 days, 23:57:06 batch_cost: 1.9343 data_cost: 0.0011 ips: 24.8150 images/s [10/24 06:49:27] ppdet.engine INFO: Epoch: [83] [160/610] learning_rate: 0.246504 loss_vfl: 0.878437 loss_bbox: 0.303864 loss_dfl: 0.187982 loss: 1.389098 eta: 2 days, 23:56:28 batch_cost: 1.9776 data_cost: 0.0010 ips: 24.2716 images/s [10/24 06:50:12] ppdet.engine INFO: Epoch: [83] [180/610] learning_rate: 0.246464 loss_vfl: 0.905071 loss_bbox: 0.305615 loss_dfl: 0.196173 loss: 1.407815 eta: 2 days, 23:55:50 batch_cost: 1.9871 data_cost: 0.0010 ips: 24.1559 images/s [10/24 06:50:55] ppdet.engine INFO: Epoch: [83] [200/610] learning_rate: 0.246425 loss_vfl: 0.878196 loss_bbox: 0.322210 loss_dfl: 0.192860 loss: 1.398702 eta: 2 days, 23:55:10 batch_cost: 1.9467 data_cost: 0.0010 ips: 24.6571 images/s [10/24 06:51:39] ppdet.engine INFO: Epoch: [83] [220/610] learning_rate: 0.246385 loss_vfl: 0.893455 loss_bbox: 0.292886 loss_dfl: 0.200952 loss: 1.382879 eta: 2 days, 23:54:32 batch_cost: 1.9840 data_cost: 0.0010 ips: 24.1940 images/s [10/24 06:52:23] ppdet.engine INFO: Epoch: [83] [240/610] learning_rate: 0.246346 loss_vfl: 0.894707 loss_bbox: 0.284777 loss_dfl: 0.183976 loss: 1.358234 eta: 2 days, 23:53:56 batch_cost: 2.0104 data_cost: 0.0010 ips: 23.8753 images/s [10/24 06:53:06] ppdet.engine INFO: Epoch: [83] [260/610] learning_rate: 0.246306 loss_vfl: 0.909029 loss_bbox: 0.296769 loss_dfl: 0.188677 loss: 1.384315 eta: 2 days, 23:53:16 batch_cost: 1.9543 data_cost: 0.0052 ips: 24.5608 images/s [10/24 06:53:50] ppdet.engine INFO: Epoch: [83] [280/610] learning_rate: 0.246267 loss_vfl: 0.899479 loss_bbox: 0.308971 loss_dfl: 0.199753 loss: 1.404110 eta: 2 days, 23:52:39 batch_cost: 2.0027 data_cost: 0.0051 ips: 23.9679 images/s [10/24 06:54:33] ppdet.engine INFO: Epoch: [83] [300/610] learning_rate: 0.246227 loss_vfl: 0.881802 loss_bbox: 0.304457 loss_dfl: 0.197667 loss: 1.383310 eta: 2 days, 23:52:00 batch_cost: 1.9447 data_cost: 0.0010 ips: 24.6823 images/s [10/24 06:55:17] ppdet.engine INFO: Epoch: [83] [320/610] learning_rate: 0.246188 loss_vfl: 0.870695 loss_bbox: 0.332842 loss_dfl: 0.210598 loss: 1.425497 eta: 2 days, 23:51:23 batch_cost: 2.0113 data_cost: 0.0010 ips: 23.8647 images/s [10/24 06:55:59] ppdet.engine INFO: Epoch: [83] [340/610] learning_rate: 0.246148 loss_vfl: 0.884222 loss_bbox: 0.303177 loss_dfl: 0.190908 loss: 1.392577 eta: 2 days, 23:50:40 batch_cost: 1.8832 data_cost: 0.0010 ips: 25.4886 images/s [10/24 06:56:42] ppdet.engine INFO: Epoch: [83] [360/610] learning_rate: 0.246109 loss_vfl: 0.880353 loss_bbox: 0.326035 loss_dfl: 0.197544 loss: 1.399703 eta: 2 days, 23:49:59 batch_cost: 1.9264 data_cost: 0.0010 ips: 24.9165 images/s [10/24 06:57:26] ppdet.engine INFO: Epoch: [83] [380/610] learning_rate: 0.246069 loss_vfl: 0.898311 loss_bbox: 0.296583 loss_dfl: 0.196372 loss: 1.388611 eta: 2 days, 23:49:23 batch_cost: 2.0119 data_cost: 0.0010 ips: 23.8577 images/s [10/24 06:58:10] ppdet.engine INFO: Epoch: [83] [400/610] learning_rate: 0.246030 loss_vfl: 0.887982 loss_bbox: 0.314737 loss_dfl: 0.192831 loss: 1.403248 eta: 2 days, 23:48:46 batch_cost: 2.0079 data_cost: 0.0010 ips: 23.9056 images/s [10/24 06:58:54] ppdet.engine INFO: Epoch: [83] [420/610] learning_rate: 0.245990 loss_vfl: 0.893015 loss_bbox: 0.272738 loss_dfl: 0.179207 loss: 1.368225 eta: 2 days, 23:48:10 batch_cost: 2.0230 data_cost: 0.0010 ips: 23.7274 images/s [10/24 06:59:37] ppdet.engine INFO: Epoch: [83] [440/610] learning_rate: 0.245950 loss_vfl: 0.888303 loss_bbox: 0.290706 loss_dfl: 0.186649 loss: 1.351141 eta: 2 days, 23:47:30 batch_cost: 1.9414 data_cost: 0.0010 ips: 24.7245 images/s [10/24 07:00:21] ppdet.engine INFO: Epoch: [83] [460/610] learning_rate: 0.245911 loss_vfl: 0.885447 loss_bbox: 0.304735 loss_dfl: 0.199225 loss: 1.391874 eta: 2 days, 23:46:54 batch_cost: 2.0206 data_cost: 0.0010 ips: 23.7551 images/s [10/24 07:01:06] ppdet.engine INFO: Epoch: [83] [480/610] learning_rate: 0.245871 loss_vfl: 0.897236 loss_bbox: 0.300865 loss_dfl: 0.195830 loss: 1.391509 eta: 2 days, 23:46:19 batch_cost: 2.0309 data_cost: 0.0010 ips: 23.6350 images/s [10/24 07:01:51] ppdet.engine INFO: Epoch: [83] [500/610] learning_rate: 0.245832 loss_vfl: 0.907583 loss_bbox: 0.287373 loss_dfl: 0.190562 loss: 1.375155 eta: 2 days, 23:45:43 batch_cost: 2.0241 data_cost: 0.0011 ips: 23.7148 images/s [10/24 07:02:34] ppdet.engine INFO: Epoch: [83] [520/610] learning_rate: 0.245792 loss_vfl: 0.867663 loss_bbox: 0.305333 loss_dfl: 0.193952 loss: 1.362309 eta: 2 days, 23:45:04 batch_cost: 1.9603 data_cost: 0.0012 ips: 24.4854 images/s [10/24 07:03:18] ppdet.engine INFO: Epoch: [83] [540/610] learning_rate: 0.245752 loss_vfl: 0.879754 loss_bbox: 0.317720 loss_dfl: 0.203116 loss: 1.429774 eta: 2 days, 23:44:27 batch_cost: 2.0077 data_cost: 0.0010 ips: 23.9085 images/s [10/24 07:04:01] ppdet.engine INFO: Epoch: [83] [560/610] learning_rate: 0.245713 loss_vfl: 0.897416 loss_bbox: 0.308435 loss_dfl: 0.195714 loss: 1.407025 eta: 2 days, 23:43:48 batch_cost: 1.9575 data_cost: 0.0010 ips: 24.5210 images/s [10/24 07:04:45] ppdet.engine INFO: Epoch: [83] [580/610] learning_rate: 0.245673 loss_vfl: 0.879639 loss_bbox: 0.294189 loss_dfl: 0.188714 loss: 1.386768 eta: 2 days, 23:43:09 batch_cost: 1.9592 data_cost: 0.0010 ips: 24.4993 images/s [10/24 07:05:27] ppdet.engine INFO: Epoch: [83] [600/610] learning_rate: 0.245633 loss_vfl: 0.903185 loss_bbox: 0.307776 loss_dfl: 0.196119 loss: 1.400642 eta: 2 days, 23:42:27 batch_cost: 1.9078 data_cost: 0.0011 ips: 25.1594 images/s [10/24 07:05:59] ppdet.engine INFO: Epoch: [84] [ 0/610] learning_rate: 0.245614 loss_vfl: 0.889168 loss_bbox: 0.313410 loss_dfl: 0.196662 loss: 1.413930 eta: 2 days, 23:42:26 batch_cost: 2.2588 data_cost: 0.2337 ips: 21.2502 images/s [10/24 07:06:43] ppdet.engine INFO: Epoch: [84] [ 20/610] learning_rate: 0.245574 loss_vfl: 0.866223 loss_bbox: 0.311659 loss_dfl: 0.195000 loss: 1.383437 eta: 2 days, 23:41:48 batch_cost: 1.9781 data_cost: 0.0012 ips: 24.2652 images/s [10/24 07:07:27] ppdet.engine INFO: Epoch: [84] [ 40/610] learning_rate: 0.245534 loss_vfl: 0.880176 loss_bbox: 0.305472 loss_dfl: 0.200648 loss: 1.392042 eta: 2 days, 23:41:11 batch_cost: 1.9983 data_cost: 0.0015 ips: 24.0204 images/s [10/24 07:08:11] ppdet.engine INFO: Epoch: [84] [ 60/610] learning_rate: 0.245494 loss_vfl: 0.878293 loss_bbox: 0.295586 loss_dfl: 0.192956 loss: 1.365737 eta: 2 days, 23:40:33 batch_cost: 1.9787 data_cost: 0.0015 ips: 24.2579 images/s [10/24 07:08:56] ppdet.engine INFO: Epoch: [84] [ 80/610] learning_rate: 0.245455 loss_vfl: 0.899147 loss_bbox: 0.306241 loss_dfl: 0.198109 loss: 1.391943 eta: 2 days, 23:39:55 batch_cost: 1.9886 data_cost: 0.0015 ips: 24.1373 images/s [10/24 07:09:39] ppdet.engine INFO: Epoch: [84] [100/610] learning_rate: 0.245415 loss_vfl: 0.904117 loss_bbox: 0.296508 loss_dfl: 0.192648 loss: 1.380798 eta: 2 days, 23:39:13 batch_cost: 1.8969 data_cost: 0.0014 ips: 25.3039 images/s [10/24 07:10:22] ppdet.engine INFO: Epoch: [84] [120/610] learning_rate: 0.245375 loss_vfl: 0.896775 loss_bbox: 0.309340 loss_dfl: 0.195285 loss: 1.379735 eta: 2 days, 23:38:35 batch_cost: 1.9839 data_cost: 0.0014 ips: 24.1949 images/s [10/24 07:11:07] ppdet.engine INFO: Epoch: [84] [140/610] learning_rate: 0.245336 loss_vfl: 0.879366 loss_bbox: 0.298281 loss_dfl: 0.195792 loss: 1.376805 eta: 2 days, 23:37:57 batch_cost: 1.9858 data_cost: 0.0015 ips: 24.1714 images/s [10/24 07:11:51] ppdet.engine INFO: Epoch: [84] [160/610] learning_rate: 0.245296 loss_vfl: 0.866157 loss_bbox: 0.296014 loss_dfl: 0.194181 loss: 1.358197 eta: 2 days, 23:37:18 batch_cost: 1.9702 data_cost: 0.0013 ips: 24.3635 images/s [10/24 07:12:35] ppdet.engine INFO: Epoch: [84] [180/610] learning_rate: 0.245256 loss_vfl: 0.887402 loss_bbox: 0.297335 loss_dfl: 0.190848 loss: 1.365839 eta: 2 days, 23:36:41 batch_cost: 1.9995 data_cost: 0.0012 ips: 24.0059 images/s [10/24 07:13:18] ppdet.engine INFO: Epoch: [84] [200/610] learning_rate: 0.245216 loss_vfl: 0.888013 loss_bbox: 0.271951 loss_dfl: 0.183487 loss: 1.348899 eta: 2 days, 23:36:03 batch_cost: 1.9814 data_cost: 0.0013 ips: 24.2257 images/s [10/24 07:14:01] ppdet.engine INFO: Epoch: [84] [220/610] learning_rate: 0.245176 loss_vfl: 0.883897 loss_bbox: 0.302144 loss_dfl: 0.192688 loss: 1.402350 eta: 2 days, 23:35:22 batch_cost: 1.9273 data_cost: 0.0011 ips: 24.9048 images/s [10/24 07:14:46] ppdet.engine INFO: Epoch: [84] [240/610] learning_rate: 0.245137 loss_vfl: 0.891179 loss_bbox: 0.277603 loss_dfl: 0.188648 loss: 1.382886 eta: 2 days, 23:34:45 batch_cost: 1.9939 data_cost: 0.0012 ips: 24.0739 images/s [10/24 07:15:29] ppdet.engine INFO: Epoch: [84] [260/610] learning_rate: 0.245097 loss_vfl: 0.892644 loss_bbox: 0.301745 loss_dfl: 0.197338 loss: 1.389868 eta: 2 days, 23:34:05 batch_cost: 1.9520 data_cost: 0.0012 ips: 24.5899 images/s [10/24 07:16:11] ppdet.engine INFO: Epoch: [84] [280/610] learning_rate: 0.245057 loss_vfl: 0.862102 loss_bbox: 0.295536 loss_dfl: 0.191905 loss: 1.369320 eta: 2 days, 23:33:24 batch_cost: 1.9188 data_cost: 0.0011 ips: 25.0156 images/s [10/24 07:16:56] ppdet.engine INFO: Epoch: [84] [300/610] learning_rate: 0.245017 loss_vfl: 0.896333 loss_bbox: 0.302240 loss_dfl: 0.192236 loss: 1.395288 eta: 2 days, 23:32:50 batch_cost: 2.0633 data_cost: 0.0011 ips: 23.2637 images/s [10/24 07:17:41] ppdet.engine INFO: Epoch: [84] [320/610] learning_rate: 0.244977 loss_vfl: 0.892623 loss_bbox: 0.300620 loss_dfl: 0.189043 loss: 1.399367 eta: 2 days, 23:32:11 batch_cost: 1.9635 data_cost: 0.0012 ips: 24.4463 images/s [10/24 07:18:24] ppdet.engine INFO: Epoch: [84] [340/610] learning_rate: 0.244937 loss_vfl: 0.880477 loss_bbox: 0.321257 loss_dfl: 0.207002 loss: 1.415335 eta: 2 days, 23:31:32 batch_cost: 1.9690 data_cost: 0.0011 ips: 24.3775 images/s [10/24 07:19:08] ppdet.engine INFO: Epoch: [84] [360/610] learning_rate: 0.244897 loss_vfl: 0.869368 loss_bbox: 0.316159 loss_dfl: 0.203305 loss: 1.374186 eta: 2 days, 23:30:52 batch_cost: 1.9344 data_cost: 0.0011 ips: 24.8140 images/s [10/24 07:19:51] ppdet.engine INFO: Epoch: [84] [380/610] learning_rate: 0.244858 loss_vfl: 0.906589 loss_bbox: 0.286559 loss_dfl: 0.194890 loss: 1.402739 eta: 2 days, 23:30:13 batch_cost: 1.9684 data_cost: 0.0013 ips: 24.3850 images/s [10/24 07:20:35] ppdet.engine INFO: Epoch: [84] [400/610] learning_rate: 0.244818 loss_vfl: 0.877055 loss_bbox: 0.304931 loss_dfl: 0.188526 loss: 1.375152 eta: 2 days, 23:29:35 batch_cost: 1.9800 data_cost: 0.0012 ips: 24.2425 images/s [10/24 07:21:18] ppdet.engine INFO: Epoch: [84] [420/610] learning_rate: 0.244778 loss_vfl: 0.865840 loss_bbox: 0.285744 loss_dfl: 0.182039 loss: 1.332703 eta: 2 days, 23:28:54 batch_cost: 1.9293 data_cost: 0.0012 ips: 24.8791 images/s [10/24 07:22:01] ppdet.engine INFO: Epoch: [84] [440/610] learning_rate: 0.244738 loss_vfl: 0.873443 loss_bbox: 0.305075 loss_dfl: 0.195649 loss: 1.369785 eta: 2 days, 23:28:16 batch_cost: 1.9719 data_cost: 0.0012 ips: 24.3418 images/s [10/24 07:22:45] ppdet.engine INFO: Epoch: [84] [460/610] learning_rate: 0.244698 loss_vfl: 0.890510 loss_bbox: 0.303353 loss_dfl: 0.189282 loss: 1.368068 eta: 2 days, 23:27:36 batch_cost: 1.9541 data_cost: 0.0012 ips: 24.5638 images/s [10/24 07:23:27] ppdet.engine INFO: Epoch: [84] [480/610] learning_rate: 0.244658 loss_vfl: 0.878383 loss_bbox: 0.297093 loss_dfl: 0.194153 loss: 1.376328 eta: 2 days, 23:26:56 batch_cost: 1.9393 data_cost: 0.0011 ips: 24.7517 images/s [10/24 07:24:11] ppdet.engine INFO: Epoch: [84] [500/610] learning_rate: 0.244618 loss_vfl: 0.879184 loss_bbox: 0.313027 loss_dfl: 0.200465 loss: 1.396475 eta: 2 days, 23:26:17 batch_cost: 1.9602 data_cost: 0.0011 ips: 24.4870 images/s [10/24 07:24:54] ppdet.engine INFO: Epoch: [84] [520/610] learning_rate: 0.244578 loss_vfl: 0.896441 loss_bbox: 0.299593 loss_dfl: 0.195808 loss: 1.398626 eta: 2 days, 23:25:38 batch_cost: 1.9587 data_cost: 0.0011 ips: 24.5055 images/s [10/24 07:25:37] ppdet.engine INFO: Epoch: [84] [540/610] learning_rate: 0.244538 loss_vfl: 0.873611 loss_bbox: 0.306551 loss_dfl: 0.194497 loss: 1.383399 eta: 2 days, 23:24:54 batch_cost: 1.8738 data_cost: 0.0012 ips: 25.6164 images/s [10/24 07:26:21] ppdet.engine INFO: Epoch: [84] [560/610] learning_rate: 0.244498 loss_vfl: 0.871331 loss_bbox: 0.299360 loss_dfl: 0.188923 loss: 1.349408 eta: 2 days, 23:24:18 batch_cost: 2.0102 data_cost: 0.0011 ips: 23.8779 images/s [10/24 07:27:04] ppdet.engine INFO: Epoch: [84] [580/610] learning_rate: 0.244458 loss_vfl: 0.875259 loss_bbox: 0.294262 loss_dfl: 0.193668 loss: 1.380298 eta: 2 days, 23:23:39 batch_cost: 1.9596 data_cost: 0.0011 ips: 24.4944 images/s [10/24 07:27:48] ppdet.engine INFO: Epoch: [84] [600/610] learning_rate: 0.244418 loss_vfl: 0.905514 loss_bbox: 0.290242 loss_dfl: 0.192758 loss: 1.359239 eta: 2 days, 23:23:00 batch_cost: 1.9649 data_cost: 0.0012 ips: 24.4293 images/s [10/24 07:28:20] ppdet.engine INFO: Epoch: [85] [ 0/610] learning_rate: 0.244398 loss_vfl: 0.894889 loss_bbox: 0.280058 loss_dfl: 0.193964 loss: 1.370825 eta: 2 days, 23:23:00 batch_cost: 2.3112 data_cost: 0.1814 ips: 20.7682 images/s [10/24 07:29:04] ppdet.engine INFO: Epoch: [85] [ 20/610] learning_rate: 0.244358 loss_vfl: 0.879602 loss_bbox: 0.303273 loss_dfl: 0.199045 loss: 1.380669 eta: 2 days, 23:22:23 batch_cost: 2.0079 data_cost: 0.0012 ips: 23.9059 images/s [10/24 07:29:48] ppdet.engine INFO: Epoch: [85] [ 40/610] learning_rate: 0.244318 loss_vfl: 0.866602 loss_bbox: 0.292256 loss_dfl: 0.189266 loss: 1.353717 eta: 2 days, 23:21:46 batch_cost: 1.9987 data_cost: 0.0011 ips: 24.0158 images/s [10/24 07:30:32] ppdet.engine INFO: Epoch: [85] [ 60/610] learning_rate: 0.244278 loss_vfl: 0.875556 loss_bbox: 0.291274 loss_dfl: 0.186386 loss: 1.358316 eta: 2 days, 23:21:07 batch_cost: 1.9575 data_cost: 0.0010 ips: 24.5214 images/s [10/24 07:31:15] ppdet.engine INFO: Epoch: [85] [ 80/610] learning_rate: 0.244238 loss_vfl: 0.885697 loss_bbox: 0.298772 loss_dfl: 0.191431 loss: 1.375565 eta: 2 days, 23:20:28 batch_cost: 1.9588 data_cost: 0.0011 ips: 24.5053 images/s [10/24 07:31:58] ppdet.engine INFO: Epoch: [85] [100/610] learning_rate: 0.244198 loss_vfl: 0.876973 loss_bbox: 0.298062 loss_dfl: 0.197723 loss: 1.366038 eta: 2 days, 23:19:47 batch_cost: 1.9271 data_cost: 0.0011 ips: 24.9084 images/s [10/24 07:32:42] ppdet.engine INFO: Epoch: [85] [120/610] learning_rate: 0.244158 loss_vfl: 0.871058 loss_bbox: 0.323314 loss_dfl: 0.201997 loss: 1.382703 eta: 2 days, 23:19:08 batch_cost: 1.9647 data_cost: 0.0011 ips: 24.4318 images/s [10/24 07:33:26] ppdet.engine INFO: Epoch: [85] [140/610] learning_rate: 0.244118 loss_vfl: 0.877943 loss_bbox: 0.314271 loss_dfl: 0.202924 loss: 1.383784 eta: 2 days, 23:18:30 batch_cost: 1.9859 data_cost: 0.0010 ips: 24.1706 images/s [10/24 07:34:10] ppdet.engine INFO: Epoch: [85] [160/610] learning_rate: 0.244078 loss_vfl: 0.902111 loss_bbox: 0.321064 loss_dfl: 0.201365 loss: 1.411507 eta: 2 days, 23:17:50 batch_cost: 1.9475 data_cost: 0.0010 ips: 24.6465 images/s [10/24 07:34:53] ppdet.engine INFO: Epoch: [85] [180/610] learning_rate: 0.244037 loss_vfl: 0.861868 loss_bbox: 0.285516 loss_dfl: 0.185453 loss: 1.352356 eta: 2 days, 23:17:11 batch_cost: 1.9619 data_cost: 0.0010 ips: 24.4667 images/s [10/24 07:35:37] ppdet.engine INFO: Epoch: [85] [200/610] learning_rate: 0.243997 loss_vfl: 0.879803 loss_bbox: 0.308279 loss_dfl: 0.193393 loss: 1.394412 eta: 2 days, 23:16:30 batch_cost: 1.9284 data_cost: 0.0010 ips: 24.8916 images/s [10/24 07:36:20] ppdet.engine INFO: Epoch: [85] [220/610] learning_rate: 0.243957 loss_vfl: 0.892521 loss_bbox: 0.297670 loss_dfl: 0.189662 loss: 1.386518 eta: 2 days, 23:15:52 batch_cost: 1.9676 data_cost: 0.0010 ips: 24.3948 images/s [10/24 07:37:03] ppdet.engine INFO: Epoch: [85] [240/610] learning_rate: 0.243917 loss_vfl: 0.893374 loss_bbox: 0.301496 loss_dfl: 0.194213 loss: 1.388208 eta: 2 days, 23:15:11 batch_cost: 1.9375 data_cost: 0.0010 ips: 24.7738 images/s [10/24 07:37:45] ppdet.engine INFO: Epoch: [85] [260/610] learning_rate: 0.243877 loss_vfl: 0.892647 loss_bbox: 0.291195 loss_dfl: 0.193597 loss: 1.376468 eta: 2 days, 23:14:29 batch_cost: 1.9055 data_cost: 0.0010 ips: 25.1901 images/s [10/24 07:38:29] ppdet.engine INFO: Epoch: [85] [280/610] learning_rate: 0.243837 loss_vfl: 0.894801 loss_bbox: 0.293764 loss_dfl: 0.187417 loss: 1.366186 eta: 2 days, 23:13:51 batch_cost: 1.9680 data_cost: 0.0011 ips: 24.3906 images/s [10/24 07:39:11] ppdet.engine INFO: Epoch: [85] [300/610] learning_rate: 0.243796 loss_vfl: 0.892515 loss_bbox: 0.300704 loss_dfl: 0.190399 loss: 1.380603 eta: 2 days, 23:13:10 batch_cost: 1.9260 data_cost: 0.0010 ips: 24.9225 images/s [10/24 07:39:56] ppdet.engine INFO: Epoch: [85] [320/610] learning_rate: 0.243756 loss_vfl: 0.900179 loss_bbox: 0.300228 loss_dfl: 0.192532 loss: 1.395308 eta: 2 days, 23:12:34 batch_cost: 2.0308 data_cost: 0.0010 ips: 23.6363 images/s [10/24 07:40:41] ppdet.engine INFO: Epoch: [85] [340/610] learning_rate: 0.243716 loss_vfl: 0.891402 loss_bbox: 0.313453 loss_dfl: 0.196639 loss: 1.407052 eta: 2 days, 23:11:56 batch_cost: 1.9768 data_cost: 0.0010 ips: 24.2820 images/s [10/24 07:41:24] ppdet.engine INFO: Epoch: [85] [360/610] learning_rate: 0.243676 loss_vfl: 0.885770 loss_bbox: 0.319772 loss_dfl: 0.200082 loss: 1.388809 eta: 2 days, 23:11:17 batch_cost: 1.9756 data_cost: 0.0010 ips: 24.2959 images/s [10/24 07:42:07] ppdet.engine INFO: Epoch: [85] [380/610] learning_rate: 0.243636 loss_vfl: 0.877210 loss_bbox: 0.285077 loss_dfl: 0.189479 loss: 1.345613 eta: 2 days, 23:10:36 batch_cost: 1.9170 data_cost: 0.0011 ips: 25.0397 images/s [10/24 07:42:50] ppdet.engine INFO: Epoch: [85] [400/610] learning_rate: 0.243595 loss_vfl: 0.892523 loss_bbox: 0.294185 loss_dfl: 0.189516 loss: 1.384687 eta: 2 days, 23:09:56 batch_cost: 1.9498 data_cost: 0.0010 ips: 24.6176 images/s [10/24 07:43:34] ppdet.engine INFO: Epoch: [85] [420/610] learning_rate: 0.243555 loss_vfl: 0.889191 loss_bbox: 0.291046 loss_dfl: 0.193699 loss: 1.405752 eta: 2 days, 23:09:17 batch_cost: 1.9638 data_cost: 0.0010 ips: 24.4427 images/s [10/24 07:44:19] ppdet.engine INFO: Epoch: [85] [440/610] learning_rate: 0.243515 loss_vfl: 0.879624 loss_bbox: 0.317991 loss_dfl: 0.193489 loss: 1.384060 eta: 2 days, 23:08:42 batch_cost: 2.0257 data_cost: 0.0010 ips: 23.6958 images/s [10/24 07:45:01] ppdet.engine INFO: Epoch: [85] [460/610] learning_rate: 0.243475 loss_vfl: 0.900049 loss_bbox: 0.311875 loss_dfl: 0.208440 loss: 1.417009 eta: 2 days, 23:07:59 batch_cost: 1.8929 data_cost: 0.0011 ips: 25.3585 images/s [10/24 07:45:45] ppdet.engine INFO: Epoch: [85] [480/610] learning_rate: 0.243434 loss_vfl: 0.886459 loss_bbox: 0.299083 loss_dfl: 0.198927 loss: 1.394834 eta: 2 days, 23:07:19 batch_cost: 1.9513 data_cost: 0.0010 ips: 24.5984 images/s [10/24 07:46:28] ppdet.engine INFO: Epoch: [85] [500/610] learning_rate: 0.243394 loss_vfl: 0.878338 loss_bbox: 0.302358 loss_dfl: 0.188348 loss: 1.385613 eta: 2 days, 23:06:42 batch_cost: 1.9939 data_cost: 0.0010 ips: 24.0732 images/s [10/24 07:47:12] ppdet.engine INFO: Epoch: [85] [520/610] learning_rate: 0.243354 loss_vfl: 0.898245 loss_bbox: 0.319698 loss_dfl: 0.205975 loss: 1.412946 eta: 2 days, 23:06:04 batch_cost: 1.9871 data_cost: 0.0010 ips: 24.1562 images/s [10/24 07:47:56] ppdet.engine INFO: Epoch: [85] [540/610] learning_rate: 0.243313 loss_vfl: 0.888517 loss_bbox: 0.332541 loss_dfl: 0.212061 loss: 1.424629 eta: 2 days, 23:05:25 batch_cost: 1.9612 data_cost: 0.0010 ips: 24.4746 images/s [10/24 07:48:38] ppdet.engine INFO: Epoch: [85] [560/610] learning_rate: 0.243273 loss_vfl: 0.890739 loss_bbox: 0.298365 loss_dfl: 0.194408 loss: 1.378315 eta: 2 days, 23:04:42 batch_cost: 1.8732 data_cost: 0.0010 ips: 25.6248 images/s [10/24 07:49:21] ppdet.engine INFO: Epoch: [85] [580/610] learning_rate: 0.243233 loss_vfl: 0.912353 loss_bbox: 0.280558 loss_dfl: 0.181818 loss: 1.379315 eta: 2 days, 23:04:01 batch_cost: 1.9250 data_cost: 0.0010 ips: 24.9345 images/s [10/24 07:50:03] ppdet.engine INFO: Epoch: [85] [600/610] learning_rate: 0.243192 loss_vfl: 0.891080 loss_bbox: 0.293030 loss_dfl: 0.188492 loss: 1.373165 eta: 2 days, 23:03:18 batch_cost: 1.8907 data_cost: 0.0011 ips: 25.3880 images/s [10/24 07:50:33] ppdet.engine INFO: Epoch: [86] [ 0/610] learning_rate: 0.243172 loss_vfl: 0.887235 loss_bbox: 0.294992 loss_dfl: 0.190142 loss: 1.363399 eta: 2 days, 23:03:13 batch_cost: 2.1557 data_cost: 0.1527 ips: 22.2669 images/s [10/24 07:51:19] ppdet.engine INFO: Epoch: [86] [ 20/610] learning_rate: 0.243132 loss_vfl: 0.876022 loss_bbox: 0.297002 loss_dfl: 0.191620 loss: 1.366930 eta: 2 days, 23:02:40 batch_cost: 2.0833 data_cost: 0.0011 ips: 23.0404 images/s [10/24 07:52:02] ppdet.engine INFO: Epoch: [86] [ 40/610] learning_rate: 0.243091 loss_vfl: 0.857670 loss_bbox: 0.309550 loss_dfl: 0.197490 loss: 1.383152 eta: 2 days, 23:01:59 batch_cost: 1.9296 data_cost: 0.0011 ips: 24.8756 images/s [10/24 07:52:44] ppdet.engine INFO: Epoch: [86] [ 60/610] learning_rate: 0.243051 loss_vfl: 0.880374 loss_bbox: 0.281800 loss_dfl: 0.186843 loss: 1.356370 eta: 2 days, 23:01:17 batch_cost: 1.9069 data_cost: 0.0011 ips: 25.1723 images/s [10/24 07:53:27] ppdet.engine INFO: Epoch: [86] [ 80/610] learning_rate: 0.243011 loss_vfl: 0.891596 loss_bbox: 0.312799 loss_dfl: 0.197553 loss: 1.415000 eta: 2 days, 23:00:37 batch_cost: 1.9485 data_cost: 0.0013 ips: 24.6344 images/s [10/24 07:54:11] ppdet.engine INFO: Epoch: [86] [100/610] learning_rate: 0.242970 loss_vfl: 0.866432 loss_bbox: 0.301123 loss_dfl: 0.195941 loss: 1.373707 eta: 2 days, 22:59:57 batch_cost: 1.9427 data_cost: 0.0011 ips: 24.7074 images/s [10/24 07:54:53] ppdet.engine INFO: Epoch: [86] [120/610] learning_rate: 0.242930 loss_vfl: 0.905946 loss_bbox: 0.280834 loss_dfl: 0.191466 loss: 1.368918 eta: 2 days, 22:59:16 batch_cost: 1.9125 data_cost: 0.0010 ips: 25.0985 images/s [10/24 07:55:37] ppdet.engine INFO: Epoch: [86] [140/610] learning_rate: 0.242889 loss_vfl: 0.896225 loss_bbox: 0.275564 loss_dfl: 0.182949 loss: 1.365195 eta: 2 days, 22:58:37 batch_cost: 1.9762 data_cost: 0.0011 ips: 24.2890 images/s [10/24 07:56:20] ppdet.engine INFO: Epoch: [86] [160/610] learning_rate: 0.242849 loss_vfl: 0.873358 loss_bbox: 0.296363 loss_dfl: 0.192667 loss: 1.364776 eta: 2 days, 22:57:59 batch_cost: 1.9654 data_cost: 0.0012 ips: 24.4222 images/s [10/24 07:57:03] ppdet.engine INFO: Epoch: [86] [180/610] learning_rate: 0.242808 loss_vfl: 0.862168 loss_bbox: 0.311647 loss_dfl: 0.204261 loss: 1.367478 eta: 2 days, 22:57:19 batch_cost: 1.9592 data_cost: 0.0011 ips: 24.5003 images/s [10/24 07:57:46] ppdet.engine INFO: Epoch: [86] [200/610] learning_rate: 0.242768 loss_vfl: 0.882872 loss_bbox: 0.293398 loss_dfl: 0.187856 loss: 1.377250 eta: 2 days, 22:56:38 batch_cost: 1.9193 data_cost: 0.0011 ips: 25.0087 images/s [10/24 07:58:29] ppdet.engine INFO: Epoch: [86] [220/610] learning_rate: 0.242728 loss_vfl: 0.888148 loss_bbox: 0.291218 loss_dfl: 0.195067 loss: 1.376466 eta: 2 days, 22:55:55 batch_cost: 1.8824 data_cost: 0.0011 ips: 25.4997 images/s [10/24 07:59:12] ppdet.engine INFO: Epoch: [86] [240/610] learning_rate: 0.242687 loss_vfl: 0.871097 loss_bbox: 0.302929 loss_dfl: 0.193321 loss: 1.376392 eta: 2 days, 22:55:15 batch_cost: 1.9370 data_cost: 0.0011 ips: 24.7801 images/s [10/24 07:59:55] ppdet.engine INFO: Epoch: [86] [260/610] learning_rate: 0.242647 loss_vfl: 0.891003 loss_bbox: 0.298334 loss_dfl: 0.196147 loss: 1.379110 eta: 2 days, 22:54:36 batch_cost: 1.9743 data_cost: 0.0011 ips: 24.3125 images/s [10/24 08:00:39] ppdet.engine INFO: Epoch: [86] [280/610] learning_rate: 0.242606 loss_vfl: 0.882571 loss_bbox: 0.304534 loss_dfl: 0.197255 loss: 1.387207 eta: 2 days, 22:53:59 batch_cost: 2.0028 data_cost: 0.0011 ips: 23.9668 images/s [10/24 08:01:23] ppdet.engine INFO: Epoch: [86] [300/610] learning_rate: 0.242566 loss_vfl: 0.867554 loss_bbox: 0.304827 loss_dfl: 0.197141 loss: 1.375006 eta: 2 days, 22:53:22 batch_cost: 2.0061 data_cost: 0.0011 ips: 23.9275 images/s [10/24 08:02:06] ppdet.engine INFO: Epoch: [86] [320/610] learning_rate: 0.242525 loss_vfl: 0.881549 loss_bbox: 0.305163 loss_dfl: 0.202903 loss: 1.387148 eta: 2 days, 22:52:40 batch_cost: 1.9012 data_cost: 0.0011 ips: 25.2466 images/s [10/24 08:02:49] ppdet.engine INFO: Epoch: [86] [340/610] learning_rate: 0.242484 loss_vfl: 0.916718 loss_bbox: 0.284755 loss_dfl: 0.185402 loss: 1.384817 eta: 2 days, 22:52:01 batch_cost: 1.9496 data_cost: 0.0011 ips: 24.6208 images/s [10/24 08:03:32] ppdet.engine INFO: Epoch: [86] [360/610] learning_rate: 0.242444 loss_vfl: 0.888974 loss_bbox: 0.318181 loss_dfl: 0.203221 loss: 1.432498 eta: 2 days, 22:51:20 batch_cost: 1.9337 data_cost: 0.0011 ips: 24.8226 images/s [10/24 08:04:14] ppdet.engine INFO: Epoch: [86] [380/610] learning_rate: 0.242403 loss_vfl: 0.884482 loss_bbox: 0.299188 loss_dfl: 0.191745 loss: 1.386798 eta: 2 days, 22:50:37 batch_cost: 1.8686 data_cost: 0.0010 ips: 25.6879 images/s [10/24 08:04:56] ppdet.engine INFO: Epoch: [86] [400/610] learning_rate: 0.242363 loss_vfl: 0.885128 loss_bbox: 0.301452 loss_dfl: 0.194513 loss: 1.385871 eta: 2 days, 22:49:54 batch_cost: 1.8827 data_cost: 0.0011 ips: 25.4951 images/s [10/24 08:05:39] ppdet.engine INFO: Epoch: [86] [420/610] learning_rate: 0.242322 loss_vfl: 0.902241 loss_bbox: 0.307240 loss_dfl: 0.199021 loss: 1.426402 eta: 2 days, 22:49:13 batch_cost: 1.9286 data_cost: 0.0049 ips: 24.8884 images/s [10/24 08:06:22] ppdet.engine INFO: Epoch: [86] [440/610] learning_rate: 0.242282 loss_vfl: 0.877790 loss_bbox: 0.317517 loss_dfl: 0.202872 loss: 1.405140 eta: 2 days, 22:48:34 batch_cost: 1.9672 data_cost: 0.0011 ips: 24.3997 images/s [10/24 08:07:05] ppdet.engine INFO: Epoch: [86] [460/610] learning_rate: 0.242241 loss_vfl: 0.883497 loss_bbox: 0.307447 loss_dfl: 0.190274 loss: 1.375147 eta: 2 days, 22:47:53 batch_cost: 1.9203 data_cost: 0.0023 ips: 24.9957 images/s [10/24 08:07:48] ppdet.engine INFO: Epoch: [86] [480/610] learning_rate: 0.242200 loss_vfl: 0.886907 loss_bbox: 0.287619 loss_dfl: 0.187551 loss: 1.372987 eta: 2 days, 22:47:13 batch_cost: 1.9469 data_cost: 0.0011 ips: 24.6551 images/s [10/24 08:08:32] ppdet.engine INFO: Epoch: [86] [500/610] learning_rate: 0.242160 loss_vfl: 0.893079 loss_bbox: 0.300076 loss_dfl: 0.192564 loss: 1.382635 eta: 2 days, 22:46:35 batch_cost: 1.9706 data_cost: 0.0010 ips: 24.3576 images/s [10/24 08:09:16] ppdet.engine INFO: Epoch: [86] [520/610] learning_rate: 0.242119 loss_vfl: 0.893572 loss_bbox: 0.313438 loss_dfl: 0.201156 loss: 1.399781 eta: 2 days, 22:45:57 batch_cost: 1.9931 data_cost: 0.0011 ips: 24.0827 images/s [10/24 08:09:59] ppdet.engine INFO: Epoch: [86] [540/610] learning_rate: 0.242078 loss_vfl: 0.884429 loss_bbox: 0.321392 loss_dfl: 0.201887 loss: 1.401443 eta: 2 days, 22:45:16 batch_cost: 1.9214 data_cost: 0.0011 ips: 24.9822 images/s [10/24 08:10:43] ppdet.engine INFO: Epoch: [86] [560/610] learning_rate: 0.242038 loss_vfl: 0.870124 loss_bbox: 0.323987 loss_dfl: 0.200300 loss: 1.404137 eta: 2 days, 22:44:38 batch_cost: 1.9744 data_cost: 0.0010 ips: 24.3108 images/s [10/24 08:11:26] ppdet.engine INFO: Epoch: [86] [580/610] learning_rate: 0.241997 loss_vfl: 0.873853 loss_bbox: 0.320277 loss_dfl: 0.202255 loss: 1.400006 eta: 2 days, 22:43:57 batch_cost: 1.9308 data_cost: 0.0011 ips: 24.8601 images/s [10/24 08:12:08] ppdet.engine INFO: Epoch: [86] [600/610] learning_rate: 0.241956 loss_vfl: 0.897245 loss_bbox: 0.295614 loss_dfl: 0.183756 loss: 1.377592 eta: 2 days, 22:43:16 batch_cost: 1.9146 data_cost: 0.0011 ips: 25.0708 images/s [10/24 08:12:40] ppdet.engine INFO: Epoch: [87] [ 0/610] learning_rate: 0.241936 loss_vfl: 0.892290 loss_bbox: 0.292034 loss_dfl: 0.188978 loss: 1.393642 eta: 2 days, 22:43:17 batch_cost: 2.3265 data_cost: 0.1646 ips: 20.6321 images/s [10/24 08:13:25] ppdet.engine INFO: Epoch: [87] [ 20/610] learning_rate: 0.241895 loss_vfl: 0.872887 loss_bbox: 0.289605 loss_dfl: 0.184362 loss: 1.351869 eta: 2 days, 22:42:40 batch_cost: 2.0124 data_cost: 0.0012 ips: 23.8515 images/s [10/24 08:14:09] ppdet.engine INFO: Epoch: [87] [ 40/610] learning_rate: 0.241855 loss_vfl: 0.870272 loss_bbox: 0.312813 loss_dfl: 0.196785 loss: 1.380737 eta: 2 days, 22:42:04 batch_cost: 2.0182 data_cost: 0.0012 ips: 23.7840 images/s [10/24 08:14:53] ppdet.engine INFO: Epoch: [87] [ 60/610] learning_rate: 0.241814 loss_vfl: 0.882724 loss_bbox: 0.298972 loss_dfl: 0.190183 loss: 1.388304 eta: 2 days, 22:41:26 batch_cost: 1.9934 data_cost: 0.0011 ips: 24.0799 images/s [10/24 08:15:35] ppdet.engine INFO: Epoch: [87] [ 80/610] learning_rate: 0.241773 loss_vfl: 0.863082 loss_bbox: 0.306530 loss_dfl: 0.197470 loss: 1.357561 eta: 2 days, 22:40:43 batch_cost: 1.8861 data_cost: 0.0011 ips: 25.4489 images/s [10/24 08:16:18] ppdet.engine INFO: Epoch: [87] [100/610] learning_rate: 0.241732 loss_vfl: 0.854280 loss_bbox: 0.292856 loss_dfl: 0.195103 loss: 1.367926 eta: 2 days, 22:40:02 batch_cost: 1.9093 data_cost: 0.0010 ips: 25.1407 images/s [10/24 08:17:00] ppdet.engine INFO: Epoch: [87] [120/610] learning_rate: 0.241692 loss_vfl: 0.871998 loss_bbox: 0.308390 loss_dfl: 0.193361 loss: 1.370139 eta: 2 days, 22:39:19 batch_cost: 1.8861 data_cost: 0.0011 ips: 25.4495 images/s [10/24 08:17:44] ppdet.engine INFO: Epoch: [87] [140/610] learning_rate: 0.241651 loss_vfl: 0.874434 loss_bbox: 0.281243 loss_dfl: 0.182339 loss: 1.341858 eta: 2 days, 22:38:41 batch_cost: 1.9916 data_cost: 0.0011 ips: 24.1017 images/s [10/24 08:18:27] ppdet.engine INFO: Epoch: [87] [160/610] learning_rate: 0.241610 loss_vfl: 0.877604 loss_bbox: 0.316036 loss_dfl: 0.201190 loss: 1.383518 eta: 2 days, 22:38:03 batch_cost: 1.9772 data_cost: 0.0011 ips: 24.2768 images/s [10/24 08:19:10] ppdet.engine INFO: Epoch: [87] [180/610] learning_rate: 0.241569 loss_vfl: 0.864977 loss_bbox: 0.296897 loss_dfl: 0.193351 loss: 1.360329 eta: 2 days, 22:37:23 batch_cost: 1.9379 data_cost: 0.0011 ips: 24.7694 images/s [10/24 08:19:53] ppdet.engine INFO: Epoch: [87] [200/610] learning_rate: 0.241529 loss_vfl: 0.874477 loss_bbox: 0.291204 loss_dfl: 0.193942 loss: 1.387678 eta: 2 days, 22:36:42 batch_cost: 1.9254 data_cost: 0.0012 ips: 24.9296 images/s [10/24 08:20:37] ppdet.engine INFO: Epoch: [87] [220/610] learning_rate: 0.241488 loss_vfl: 0.875072 loss_bbox: 0.313188 loss_dfl: 0.197189 loss: 1.384866 eta: 2 days, 22:36:02 batch_cost: 1.9559 data_cost: 0.0011 ips: 24.5412 images/s [10/24 08:21:21] ppdet.engine INFO: Epoch: [87] [240/610] learning_rate: 0.241447 loss_vfl: 0.875635 loss_bbox: 0.295933 loss_dfl: 0.193292 loss: 1.385048 eta: 2 days, 22:35:25 batch_cost: 1.9867 data_cost: 0.0011 ips: 24.1603 images/s [10/24 08:22:04] ppdet.engine INFO: Epoch: [87] [260/610] learning_rate: 0.241406 loss_vfl: 0.886515 loss_bbox: 0.314089 loss_dfl: 0.198008 loss: 1.387754 eta: 2 days, 22:34:46 batch_cost: 1.9697 data_cost: 0.0011 ips: 24.3690 images/s [10/24 08:22:46] ppdet.engine INFO: Epoch: [87] [280/610] learning_rate: 0.241365 loss_vfl: 0.886796 loss_bbox: 0.312290 loss_dfl: 0.201841 loss: 1.402892 eta: 2 days, 22:34:05 batch_cost: 1.9259 data_cost: 0.0011 ips: 24.9234 images/s [10/24 08:23:29] ppdet.engine INFO: Epoch: [87] [300/610] learning_rate: 0.241324 loss_vfl: 0.878246 loss_bbox: 0.310875 loss_dfl: 0.196698 loss: 1.394669 eta: 2 days, 22:33:26 batch_cost: 1.9561 data_cost: 0.0012 ips: 24.5392 images/s [10/24 08:24:13] ppdet.engine INFO: Epoch: [87] [320/610] learning_rate: 0.241284 loss_vfl: 0.869969 loss_bbox: 0.302139 loss_dfl: 0.200727 loss: 1.374553 eta: 2 days, 22:32:48 batch_cost: 1.9803 data_cost: 0.0011 ips: 24.2393 images/s [10/24 08:24:57] ppdet.engine INFO: Epoch: [87] [340/610] learning_rate: 0.241243 loss_vfl: 0.923863 loss_bbox: 0.303290 loss_dfl: 0.189547 loss: 1.375474 eta: 2 days, 22:32:10 batch_cost: 1.9880 data_cost: 0.0011 ips: 24.1447 images/s [10/24 08:25:40] ppdet.engine INFO: Epoch: [87] [360/610] learning_rate: 0.241202 loss_vfl: 0.873713 loss_bbox: 0.316084 loss_dfl: 0.198548 loss: 1.382389 eta: 2 days, 22:31:31 batch_cost: 1.9732 data_cost: 0.0011 ips: 24.3255 images/s [10/24 08:26:23] ppdet.engine INFO: Epoch: [87] [380/610] learning_rate: 0.241161 loss_vfl: 0.871474 loss_bbox: 0.305483 loss_dfl: 0.193821 loss: 1.383587 eta: 2 days, 22:30:53 batch_cost: 1.9695 data_cost: 0.0012 ips: 24.3721 images/s [10/24 08:27:06] ppdet.engine INFO: Epoch: [87] [400/610] learning_rate: 0.241120 loss_vfl: 0.871611 loss_bbox: 0.296025 loss_dfl: 0.194762 loss: 1.355055 eta: 2 days, 22:30:11 batch_cost: 1.9185 data_cost: 0.0011 ips: 25.0194 images/s [10/24 08:27:49] ppdet.engine INFO: Epoch: [87] [420/610] learning_rate: 0.241079 loss_vfl: 0.888205 loss_bbox: 0.321425 loss_dfl: 0.201016 loss: 1.385266 eta: 2 days, 22:29:31 batch_cost: 1.9329 data_cost: 0.0010 ips: 24.8337 images/s [10/24 08:28:32] ppdet.engine INFO: Epoch: [87] [440/610] learning_rate: 0.241038 loss_vfl: 0.895101 loss_bbox: 0.306978 loss_dfl: 0.194773 loss: 1.370640 eta: 2 days, 22:28:52 batch_cost: 1.9685 data_cost: 0.0010 ips: 24.3841 images/s [10/24 08:29:15] ppdet.engine INFO: Epoch: [87] [460/610] learning_rate: 0.240997 loss_vfl: 0.889904 loss_bbox: 0.310690 loss_dfl: 0.203277 loss: 1.408823 eta: 2 days, 22:28:12 batch_cost: 1.9355 data_cost: 0.0011 ips: 24.7998 images/s [10/24 08:29:58] ppdet.engine INFO: Epoch: [87] [480/610] learning_rate: 0.240956 loss_vfl: 0.875381 loss_bbox: 0.285817 loss_dfl: 0.190233 loss: 1.341650 eta: 2 days, 22:27:33 batch_cost: 1.9712 data_cost: 0.0011 ips: 24.3509 images/s [10/24 08:30:41] ppdet.engine INFO: Epoch: [87] [500/610] learning_rate: 0.240915 loss_vfl: 0.888775 loss_bbox: 0.278549 loss_dfl: 0.187729 loss: 1.346473 eta: 2 days, 22:26:51 batch_cost: 1.9006 data_cost: 0.0011 ips: 25.2554 images/s [10/24 08:31:23] ppdet.engine INFO: Epoch: [87] [520/610] learning_rate: 0.240874 loss_vfl: 0.887662 loss_bbox: 0.309761 loss_dfl: 0.193742 loss: 1.381646 eta: 2 days, 22:26:11 batch_cost: 1.9363 data_cost: 0.0011 ips: 24.7896 images/s [10/24 08:32:07] ppdet.engine INFO: Epoch: [87] [540/610] learning_rate: 0.240833 loss_vfl: 0.880345 loss_bbox: 0.301937 loss_dfl: 0.193831 loss: 1.391324 eta: 2 days, 22:25:33 batch_cost: 1.9809 data_cost: 0.0011 ips: 24.2314 images/s [10/24 08:32:51] ppdet.engine INFO: Epoch: [87] [560/610] learning_rate: 0.240792 loss_vfl: 0.896168 loss_bbox: 0.298327 loss_dfl: 0.192246 loss: 1.378658 eta: 2 days, 22:24:53 batch_cost: 1.9495 data_cost: 0.0011 ips: 24.6212 images/s [10/24 08:33:34] ppdet.engine INFO: Epoch: [87] [580/610] learning_rate: 0.240751 loss_vfl: 0.889987 loss_bbox: 0.316921 loss_dfl: 0.192871 loss: 1.408238 eta: 2 days, 22:24:14 batch_cost: 1.9716 data_cost: 0.0011 ips: 24.3458 images/s [10/24 08:34:16] ppdet.engine INFO: Epoch: [87] [600/610] learning_rate: 0.240710 loss_vfl: 0.886568 loss_bbox: 0.319456 loss_dfl: 0.198528 loss: 1.390291 eta: 2 days, 22:23:33 batch_cost: 1.9136 data_cost: 0.0012 ips: 25.0835 images/s [10/24 08:34:47] ppdet.engine INFO: Epoch: [88] [ 0/610] learning_rate: 0.240690 loss_vfl: 0.873137 loss_bbox: 0.315620 loss_dfl: 0.197781 loss: 1.383313 eta: 2 days, 22:23:32 batch_cost: 2.2971 data_cost: 0.2194 ips: 20.8957 images/s [10/24 08:35:33] ppdet.engine INFO: Epoch: [88] [ 20/610] learning_rate: 0.240649 loss_vfl: 0.880970 loss_bbox: 0.290181 loss_dfl: 0.192108 loss: 1.372263 eta: 2 days, 22:22:59 batch_cost: 2.0870 data_cost: 0.0012 ips: 22.9993 images/s [10/24 08:36:17] ppdet.engine INFO: Epoch: [88] [ 40/610] learning_rate: 0.240608 loss_vfl: 0.883123 loss_bbox: 0.299357 loss_dfl: 0.197676 loss: 1.392131 eta: 2 days, 22:22:19 batch_cost: 1.9611 data_cost: 0.0011 ips: 24.4757 images/s [10/24 08:37:02] ppdet.engine INFO: Epoch: [88] [ 60/610] learning_rate: 0.240567 loss_vfl: 0.859080 loss_bbox: 0.319426 loss_dfl: 0.202564 loss: 1.402187 eta: 2 days, 22:21:45 batch_cost: 2.0500 data_cost: 0.0010 ips: 23.4146 images/s [10/24 08:37:45] ppdet.engine INFO: Epoch: [88] [ 80/610] learning_rate: 0.240526 loss_vfl: 0.878071 loss_bbox: 0.297367 loss_dfl: 0.197736 loss: 1.404954 eta: 2 days, 22:21:03 batch_cost: 1.9173 data_cost: 0.0010 ips: 25.0350 images/s [10/24 08:38:28] ppdet.engine INFO: Epoch: [88] [100/610] learning_rate: 0.240485 loss_vfl: 0.881677 loss_bbox: 0.278020 loss_dfl: 0.192470 loss: 1.382435 eta: 2 days, 22:20:23 batch_cost: 1.9441 data_cost: 0.0011 ips: 24.6905 images/s [10/24 08:39:11] ppdet.engine INFO: Epoch: [88] [120/610] learning_rate: 0.240444 loss_vfl: 0.889330 loss_bbox: 0.299879 loss_dfl: 0.192243 loss: 1.368367 eta: 2 days, 22:19:42 batch_cost: 1.9167 data_cost: 0.0010 ips: 25.0434 images/s [10/24 08:39:53] ppdet.engine INFO: Epoch: [88] [140/610] learning_rate: 0.240402 loss_vfl: 0.879532 loss_bbox: 0.297026 loss_dfl: 0.192420 loss: 1.366714 eta: 2 days, 22:19:01 batch_cost: 1.9279 data_cost: 0.0010 ips: 24.8974 images/s [10/24 08:40:36] ppdet.engine INFO: Epoch: [88] [160/610] learning_rate: 0.240361 loss_vfl: 0.866765 loss_bbox: 0.313781 loss_dfl: 0.199696 loss: 1.374370 eta: 2 days, 22:18:22 batch_cost: 1.9553 data_cost: 0.0011 ips: 24.5486 images/s [10/24 08:41:19] ppdet.engine INFO: Epoch: [88] [180/610] learning_rate: 0.240320 loss_vfl: 0.881299 loss_bbox: 0.302086 loss_dfl: 0.195027 loss: 1.369551 eta: 2 days, 22:17:44 batch_cost: 1.9742 data_cost: 0.0011 ips: 24.3134 images/s [10/24 08:42:02] ppdet.engine INFO: Epoch: [88] [200/610] learning_rate: 0.240279 loss_vfl: 0.874748 loss_bbox: 0.300950 loss_dfl: 0.190632 loss: 1.365975 eta: 2 days, 22:17:03 batch_cost: 1.9216 data_cost: 0.0010 ips: 24.9792 images/s [10/24 08:42:44] ppdet.engine INFO: Epoch: [88] [220/610] learning_rate: 0.240238 loss_vfl: 0.888584 loss_bbox: 0.309319 loss_dfl: 0.193081 loss: 1.389099 eta: 2 days, 22:16:22 batch_cost: 1.9235 data_cost: 0.0010 ips: 24.9542 images/s [10/24 08:43:28] ppdet.engine INFO: Epoch: [88] [240/610] learning_rate: 0.240197 loss_vfl: 0.885946 loss_bbox: 0.267615 loss_dfl: 0.184513 loss: 1.340247 eta: 2 days, 22:15:42 batch_cost: 1.9547 data_cost: 0.0010 ips: 24.5559 images/s [10/24 08:44:11] ppdet.engine INFO: Epoch: [88] [260/610] learning_rate: 0.240156 loss_vfl: 0.894981 loss_bbox: 0.298058 loss_dfl: 0.189817 loss: 1.381198 eta: 2 days, 22:15:03 batch_cost: 1.9536 data_cost: 0.0010 ips: 24.5697 images/s [10/24 08:44:54] ppdet.engine INFO: Epoch: [88] [280/610] learning_rate: 0.240115 loss_vfl: 0.893073 loss_bbox: 0.311304 loss_dfl: 0.196991 loss: 1.415859 eta: 2 days, 22:14:23 batch_cost: 1.9506 data_cost: 0.0010 ips: 24.6084 images/s [10/24 08:45:37] ppdet.engine INFO: Epoch: [88] [300/610] learning_rate: 0.240073 loss_vfl: 0.880863 loss_bbox: 0.301186 loss_dfl: 0.196342 loss: 1.378125 eta: 2 days, 22:13:42 batch_cost: 1.9287 data_cost: 0.0010 ips: 24.8868 images/s [10/24 08:46:20] ppdet.engine INFO: Epoch: [88] [320/610] learning_rate: 0.240032 loss_vfl: 0.887199 loss_bbox: 0.320642 loss_dfl: 0.192818 loss: 1.356293 eta: 2 days, 22:13:02 batch_cost: 1.9354 data_cost: 0.0010 ips: 24.8011 images/s [10/24 08:47:04] ppdet.engine INFO: Epoch: [88] [340/610] learning_rate: 0.239991 loss_vfl: 0.885298 loss_bbox: 0.332303 loss_dfl: 0.211164 loss: 1.416471 eta: 2 days, 22:12:23 batch_cost: 1.9654 data_cost: 0.0010 ips: 24.4226 images/s [10/24 08:47:47] ppdet.engine INFO: Epoch: [88] [360/610] learning_rate: 0.239950 loss_vfl: 0.859874 loss_bbox: 0.271803 loss_dfl: 0.182104 loss: 1.324478 eta: 2 days, 22:11:42 batch_cost: 1.9199 data_cost: 0.0010 ips: 25.0017 images/s [10/24 08:48:30] ppdet.engine INFO: Epoch: [88] [380/610] learning_rate: 0.239909 loss_vfl: 0.887654 loss_bbox: 0.319126 loss_dfl: 0.193419 loss: 1.375542 eta: 2 days, 22:11:02 batch_cost: 1.9407 data_cost: 0.0010 ips: 24.7330 images/s [10/24 08:49:13] ppdet.engine INFO: Epoch: [88] [400/610] learning_rate: 0.239867 loss_vfl: 0.910172 loss_bbox: 0.283783 loss_dfl: 0.183864 loss: 1.347281 eta: 2 days, 22:10:24 batch_cost: 1.9834 data_cost: 0.0011 ips: 24.2008 images/s [10/24 08:49:56] ppdet.engine INFO: Epoch: [88] [420/610] learning_rate: 0.239826 loss_vfl: 0.877467 loss_bbox: 0.327763 loss_dfl: 0.198751 loss: 1.387643 eta: 2 days, 22:09:43 batch_cost: 1.9300 data_cost: 0.0010 ips: 24.8701 images/s [10/24 08:50:39] ppdet.engine INFO: Epoch: [88] [440/610] learning_rate: 0.239785 loss_vfl: 0.897871 loss_bbox: 0.319264 loss_dfl: 0.195674 loss: 1.400295 eta: 2 days, 22:09:02 batch_cost: 1.9054 data_cost: 0.0010 ips: 25.1921 images/s [10/24 08:51:22] ppdet.engine INFO: Epoch: [88] [460/610] learning_rate: 0.239744 loss_vfl: 0.901282 loss_bbox: 0.282122 loss_dfl: 0.185485 loss: 1.365955 eta: 2 days, 22:08:22 batch_cost: 1.9495 data_cost: 0.0010 ips: 24.6219 images/s [10/24 08:52:06] ppdet.engine INFO: Epoch: [88] [480/610] learning_rate: 0.239702 loss_vfl: 0.890913 loss_bbox: 0.302461 loss_dfl: 0.195612 loss: 1.394959 eta: 2 days, 22:07:45 batch_cost: 2.0046 data_cost: 0.0011 ips: 23.9445 images/s [10/24 08:52:50] ppdet.engine INFO: Epoch: [88] [500/610] learning_rate: 0.239661 loss_vfl: 0.892941 loss_bbox: 0.306830 loss_dfl: 0.190642 loss: 1.394938 eta: 2 days, 22:07:08 batch_cost: 1.9987 data_cost: 0.0011 ips: 24.0151 images/s [10/24 08:53:34] ppdet.engine INFO: Epoch: [88] [520/610] learning_rate: 0.239620 loss_vfl: 0.895711 loss_bbox: 0.305824 loss_dfl: 0.192824 loss: 1.408634 eta: 2 days, 22:06:31 batch_cost: 2.0258 data_cost: 0.0011 ips: 23.6949 images/s [10/24 08:54:17] ppdet.engine INFO: Epoch: [88] [540/610] learning_rate: 0.239578 loss_vfl: 0.892590 loss_bbox: 0.305298 loss_dfl: 0.202364 loss: 1.409014 eta: 2 days, 22:05:51 batch_cost: 1.9253 data_cost: 0.0038 ips: 24.9307 images/s [10/24 08:55:00] ppdet.engine INFO: Epoch: [88] [560/610] learning_rate: 0.239537 loss_vfl: 0.868523 loss_bbox: 0.289548 loss_dfl: 0.192282 loss: 1.344210 eta: 2 days, 22:05:09 batch_cost: 1.9090 data_cost: 0.0010 ips: 25.1442 images/s [10/24 08:55:43] ppdet.engine INFO: Epoch: [88] [580/610] learning_rate: 0.239496 loss_vfl: 0.881727 loss_bbox: 0.297873 loss_dfl: 0.193480 loss: 1.387355 eta: 2 days, 22:04:29 batch_cost: 1.9485 data_cost: 0.0010 ips: 24.6344 images/s [10/24 08:56:26] ppdet.engine INFO: Epoch: [88] [600/610] learning_rate: 0.239454 loss_vfl: 0.878379 loss_bbox: 0.286568 loss_dfl: 0.194434 loss: 1.369287 eta: 2 days, 22:03:48 batch_cost: 1.9175 data_cost: 0.0011 ips: 25.0332 images/s [10/24 08:56:57] ppdet.engine INFO: Epoch: [89] [ 0/610] learning_rate: 0.239434 loss_vfl: 0.901676 loss_bbox: 0.280639 loss_dfl: 0.187137 loss: 1.388607 eta: 2 days, 22:03:45 batch_cost: 2.2790 data_cost: 0.2023 ips: 21.0621 images/s [10/24 08:57:41] ppdet.engine INFO: Epoch: [89] [ 20/610] learning_rate: 0.239392 loss_vfl: 0.847301 loss_bbox: 0.312860 loss_dfl: 0.195014 loss: 1.348088 eta: 2 days, 22:03:05 batch_cost: 1.9521 data_cost: 0.0011 ips: 24.5884 images/s [10/24 08:58:25] ppdet.engine INFO: Epoch: [89] [ 40/610] learning_rate: 0.239351 loss_vfl: 0.879230 loss_bbox: 0.295514 loss_dfl: 0.198585 loss: 1.396493 eta: 2 days, 22:02:28 batch_cost: 2.0055 data_cost: 0.0010 ips: 23.9345 images/s [10/24 08:59:08] ppdet.engine INFO: Epoch: [89] [ 60/610] learning_rate: 0.239310 loss_vfl: 0.865541 loss_bbox: 0.287489 loss_dfl: 0.189715 loss: 1.352550 eta: 2 days, 22:01:50 batch_cost: 1.9703 data_cost: 0.0010 ips: 24.3621 images/s [10/24 08:59:52] ppdet.engine INFO: Epoch: [89] [ 80/610] learning_rate: 0.239268 loss_vfl: 0.878189 loss_bbox: 0.293094 loss_dfl: 0.189651 loss: 1.361393 eta: 2 days, 22:01:12 batch_cost: 1.9850 data_cost: 0.0011 ips: 24.1808 images/s [10/24 09:00:35] ppdet.engine INFO: Epoch: [89] [100/610] learning_rate: 0.239227 loss_vfl: 0.858891 loss_bbox: 0.311160 loss_dfl: 0.194710 loss: 1.378663 eta: 2 days, 22:00:33 batch_cost: 1.9753 data_cost: 0.0010 ips: 24.3003 images/s [10/24 09:01:18] ppdet.engine INFO: Epoch: [89] [120/610] learning_rate: 0.239185 loss_vfl: 0.886712 loss_bbox: 0.281043 loss_dfl: 0.185198 loss: 1.356990 eta: 2 days, 21:59:54 batch_cost: 1.9504 data_cost: 0.0010 ips: 24.6101 images/s [10/24 09:02:01] ppdet.engine INFO: Epoch: [89] [140/610] learning_rate: 0.239144 loss_vfl: 0.893470 loss_bbox: 0.301854 loss_dfl: 0.192757 loss: 1.382746 eta: 2 days, 21:59:14 batch_cost: 1.9515 data_cost: 0.0010 ips: 24.5963 images/s [10/24 09:02:44] ppdet.engine INFO: Epoch: [89] [160/610] learning_rate: 0.239103 loss_vfl: 0.878825 loss_bbox: 0.305435 loss_dfl: 0.197701 loss: 1.397860 eta: 2 days, 21:58:33 batch_cost: 1.9190 data_cost: 0.0010 ips: 25.0136 images/s [10/24 09:03:27] ppdet.engine INFO: Epoch: [89] [180/610] learning_rate: 0.239061 loss_vfl: 0.880728 loss_bbox: 0.300086 loss_dfl: 0.191660 loss: 1.378475 eta: 2 days, 21:57:54 batch_cost: 1.9581 data_cost: 0.0010 ips: 24.5136 images/s [10/24 09:04:10] ppdet.engine INFO: Epoch: [89] [200/610] learning_rate: 0.239020 loss_vfl: 0.896722 loss_bbox: 0.301104 loss_dfl: 0.198287 loss: 1.405247 eta: 2 days, 21:57:16 batch_cost: 1.9879 data_cost: 0.0010 ips: 24.1463 images/s [10/24 09:04:54] ppdet.engine INFO: Epoch: [89] [220/610] learning_rate: 0.238978 loss_vfl: 0.893465 loss_bbox: 0.322184 loss_dfl: 0.198891 loss: 1.399187 eta: 2 days, 21:56:35 batch_cost: 1.9281 data_cost: 0.0010 ips: 24.8947 images/s [10/24 09:05:37] ppdet.engine INFO: Epoch: [89] [240/610] learning_rate: 0.238937 loss_vfl: 0.916741 loss_bbox: 0.302766 loss_dfl: 0.192138 loss: 1.414572 eta: 2 days, 21:55:58 batch_cost: 1.9982 data_cost: 0.0010 ips: 24.0221 images/s [10/24 09:06:21] ppdet.engine INFO: Epoch: [89] [260/610] learning_rate: 0.238895 loss_vfl: 0.893337 loss_bbox: 0.290288 loss_dfl: 0.192020 loss: 1.352764 eta: 2 days, 21:55:21 batch_cost: 2.0155 data_cost: 0.0048 ips: 23.8152 images/s [10/24 09:07:05] ppdet.engine INFO: Epoch: [89] [280/610] learning_rate: 0.238854 loss_vfl: 0.867670 loss_bbox: 0.306954 loss_dfl: 0.193909 loss: 1.367656 eta: 2 days, 21:54:43 batch_cost: 1.9746 data_cost: 0.0010 ips: 24.3090 images/s [10/24 09:07:48] ppdet.engine INFO: Epoch: [89] [300/610] learning_rate: 0.238812 loss_vfl: 0.885240 loss_bbox: 0.288557 loss_dfl: 0.196512 loss: 1.400459 eta: 2 days, 21:54:03 batch_cost: 1.9431 data_cost: 0.0010 ips: 24.7025 images/s [10/24 09:08:32] ppdet.engine INFO: Epoch: [89] [320/610] learning_rate: 0.238771 loss_vfl: 0.886795 loss_bbox: 0.326717 loss_dfl: 0.200179 loss: 1.399338 eta: 2 days, 21:53:23 batch_cost: 1.9482 data_cost: 0.0010 ips: 24.6377 images/s [10/24 09:09:15] ppdet.engine INFO: Epoch: [89] [340/610] learning_rate: 0.238729 loss_vfl: 0.902810 loss_bbox: 0.299326 loss_dfl: 0.194521 loss: 1.390543 eta: 2 days, 21:52:44 batch_cost: 1.9644 data_cost: 0.0010 ips: 24.4347 images/s [10/24 09:09:58] ppdet.engine INFO: Epoch: [89] [360/610] learning_rate: 0.238688 loss_vfl: 0.875743 loss_bbox: 0.292260 loss_dfl: 0.189852 loss: 1.376773 eta: 2 days, 21:52:04 batch_cost: 1.9374 data_cost: 0.0010 ips: 24.7759 images/s [10/24 09:10:41] ppdet.engine INFO: Epoch: [89] [380/610] learning_rate: 0.238646 loss_vfl: 0.903365 loss_bbox: 0.288105 loss_dfl: 0.197109 loss: 1.387370 eta: 2 days, 21:51:24 batch_cost: 1.9371 data_cost: 0.0010 ips: 24.7789 images/s [10/24 09:11:23] ppdet.engine INFO: Epoch: [89] [400/610] learning_rate: 0.238605 loss_vfl: 0.894134 loss_bbox: 0.313527 loss_dfl: 0.199898 loss: 1.402055 eta: 2 days, 21:50:40 batch_cost: 1.8630 data_cost: 0.0010 ips: 25.7654 images/s [10/24 09:12:06] ppdet.engine INFO: Epoch: [89] [420/610] learning_rate: 0.238563 loss_vfl: 0.912119 loss_bbox: 0.276689 loss_dfl: 0.179583 loss: 1.382640 eta: 2 days, 21:50:03 batch_cost: 2.0096 data_cost: 0.0010 ips: 23.8858 images/s [10/24 09:12:49] ppdet.engine INFO: Epoch: [89] [440/610] learning_rate: 0.238522 loss_vfl: 0.885080 loss_bbox: 0.306956 loss_dfl: 0.192074 loss: 1.380210 eta: 2 days, 21:49:22 batch_cost: 1.9242 data_cost: 0.0010 ips: 24.9452 images/s [10/24 09:13:32] ppdet.engine INFO: Epoch: [89] [460/610] learning_rate: 0.238480 loss_vfl: 0.870670 loss_bbox: 0.290064 loss_dfl: 0.186201 loss: 1.349741 eta: 2 days, 21:48:42 batch_cost: 1.9388 data_cost: 0.0010 ips: 24.7573 images/s [10/24 09:14:14] ppdet.engine INFO: Epoch: [89] [480/610] learning_rate: 0.238438 loss_vfl: 0.873681 loss_bbox: 0.293663 loss_dfl: 0.193365 loss: 1.381016 eta: 2 days, 21:48:03 batch_cost: 1.9579 data_cost: 0.0011 ips: 24.5162 images/s [10/24 09:14:57] ppdet.engine INFO: Epoch: [89] [500/610] learning_rate: 0.238397 loss_vfl: 0.871921 loss_bbox: 0.321251 loss_dfl: 0.200178 loss: 1.436052 eta: 2 days, 21:47:22 batch_cost: 1.9362 data_cost: 0.0010 ips: 24.7910 images/s [10/24 09:15:40] ppdet.engine INFO: Epoch: [89] [520/610] learning_rate: 0.238355 loss_vfl: 0.899271 loss_bbox: 0.299636 loss_dfl: 0.193344 loss: 1.381221 eta: 2 days, 21:46:43 batch_cost: 1.9484 data_cost: 0.0010 ips: 24.6362 images/s [10/24 09:16:24] ppdet.engine INFO: Epoch: [89] [540/610] learning_rate: 0.238314 loss_vfl: 0.900007 loss_bbox: 0.295054 loss_dfl: 0.187589 loss: 1.372714 eta: 2 days, 21:46:01 batch_cost: 1.9108 data_cost: 0.0010 ips: 25.1209 images/s [10/24 09:17:06] ppdet.engine INFO: Epoch: [89] [560/610] learning_rate: 0.238272 loss_vfl: 0.863439 loss_bbox: 0.309200 loss_dfl: 0.200835 loss: 1.393402 eta: 2 days, 21:45:19 batch_cost: 1.9022 data_cost: 0.0010 ips: 25.2345 images/s [10/24 09:17:49] ppdet.engine INFO: Epoch: [89] [580/610] learning_rate: 0.238230 loss_vfl: 0.889607 loss_bbox: 0.312654 loss_dfl: 0.197720 loss: 1.406798 eta: 2 days, 21:44:39 batch_cost: 1.9355 data_cost: 0.0010 ips: 24.8000 images/s [10/24 09:18:30] ppdet.engine INFO: Epoch: [89] [600/610] learning_rate: 0.238189 loss_vfl: 0.884700 loss_bbox: 0.308711 loss_dfl: 0.192731 loss: 1.395136 eta: 2 days, 21:43:56 batch_cost: 1.8720 data_cost: 0.0011 ips: 25.6406 images/s [10/24 09:18:50] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/24 09:18:51] ppdet.engine INFO: Eval iter: 0 [10/24 09:19:23] ppdet.engine INFO: Eval iter: 100 [10/24 09:19:47] ppdet.engine INFO: Eval iter: 200 [10/24 09:20:10] ppdet.engine INFO: Eval iter: 300 [10/24 09:20:33] ppdet.engine INFO: Eval iter: 400 [10/24 09:20:56] ppdet.engine INFO: Eval iter: 500 [10/24 09:21:18] ppdet.engine INFO: Eval iter: 600 [10/24 09:21:37] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.64s) creating index... index created! [10/24 09:21:38] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.64s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=98.97s). Accumulating evaluation results... DONE (t=17.31s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.335 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.351 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 ] = 0.355 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.548 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.293 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.462 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.221 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 ] = 0.737 [10/24 09:23:41] ppdet.engine INFO: Total sample number: 4952, averge FPS: 32.14184888793604 [10/24 09:23:41] ppdet.engine INFO: Best test bbox ap is 0.335. [10/24 09:23:41] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/24 09:23:43] ppdet.engine INFO: Epoch: [90] [ 0/610] learning_rate: 0.238168 loss_vfl: 0.900192 loss_bbox: 0.307440 loss_dfl: 0.198635 loss: 1.394060 eta: 2 days, 21:43:30 batch_cost: 1.7331 data_cost: 0.0010 ips: 27.6965 images/s [10/24 09:24:28] ppdet.engine INFO: Epoch: [90] [ 20/610] learning_rate: 0.238126 loss_vfl: 0.876304 loss_bbox: 0.301509 loss_dfl: 0.194815 loss: 1.350079 eta: 2 days, 21:42:53 batch_cost: 2.0054 data_cost: 0.0012 ips: 23.9357 images/s [10/24 09:25:11] ppdet.engine INFO: Epoch: [90] [ 40/610] learning_rate: 0.238084 loss_vfl: 0.869577 loss_bbox: 0.305764 loss_dfl: 0.193867 loss: 1.371782 eta: 2 days, 21:42:13 batch_cost: 1.9470 data_cost: 0.0010 ips: 24.6533 images/s [10/24 09:25:54] ppdet.engine INFO: Epoch: [90] [ 60/610] learning_rate: 0.238043 loss_vfl: 0.885184 loss_bbox: 0.302915 loss_dfl: 0.200775 loss: 1.398091 eta: 2 days, 21:41:33 batch_cost: 1.9283 data_cost: 0.0010 ips: 24.8927 images/s [10/24 09:26:38] ppdet.engine INFO: Epoch: [90] [ 80/610] learning_rate: 0.238001 loss_vfl: 0.874763 loss_bbox: 0.277272 loss_dfl: 0.191122 loss: 1.330575 eta: 2 days, 21:40:54 batch_cost: 1.9795 data_cost: 0.0010 ips: 24.2492 images/s [10/24 09:27:21] ppdet.engine INFO: Epoch: [90] [100/610] learning_rate: 0.237959 loss_vfl: 0.887124 loss_bbox: 0.309055 loss_dfl: 0.194711 loss: 1.392294 eta: 2 days, 21:40:15 batch_cost: 1.9628 data_cost: 0.0011 ips: 24.4544 images/s [10/24 09:28:04] ppdet.engine INFO: Epoch: [90] [120/610] learning_rate: 0.237918 loss_vfl: 0.877607 loss_bbox: 0.299134 loss_dfl: 0.192253 loss: 1.370537 eta: 2 days, 21:39:37 batch_cost: 1.9666 data_cost: 0.0011 ips: 24.4073 images/s [10/24 09:28:47] ppdet.engine INFO: Epoch: [90] [140/610] learning_rate: 0.237876 loss_vfl: 0.873629 loss_bbox: 0.280200 loss_dfl: 0.188398 loss: 1.372212 eta: 2 days, 21:38:57 batch_cost: 1.9524 data_cost: 0.0010 ips: 24.5855 images/s [10/24 09:29:31] ppdet.engine INFO: Epoch: [90] [160/610] learning_rate: 0.237834 loss_vfl: 0.882912 loss_bbox: 0.293801 loss_dfl: 0.185078 loss: 1.369067 eta: 2 days, 21:38:16 batch_cost: 1.9162 data_cost: 0.0010 ips: 25.0501 images/s [10/24 09:30:14] ppdet.engine INFO: Epoch: [90] [180/610] learning_rate: 0.237792 loss_vfl: 0.879590 loss_bbox: 0.298720 loss_dfl: 0.196252 loss: 1.389206 eta: 2 days, 21:37:36 batch_cost: 1.9371 data_cost: 0.0010 ips: 24.7795 images/s [10/24 09:30:56] ppdet.engine INFO: Epoch: [90] [200/610] learning_rate: 0.237751 loss_vfl: 0.893202 loss_bbox: 0.287655 loss_dfl: 0.189395 loss: 1.366311 eta: 2 days, 21:36:53 batch_cost: 1.8802 data_cost: 0.0011 ips: 25.5288 images/s [10/24 09:31:39] ppdet.engine INFO: Epoch: [90] [220/610] learning_rate: 0.237709 loss_vfl: 0.869669 loss_bbox: 0.302515 loss_dfl: 0.197305 loss: 1.353922 eta: 2 days, 21:36:10 batch_cost: 1.8903 data_cost: 0.0010 ips: 25.3928 images/s [10/24 09:32:23] ppdet.engine INFO: Epoch: [90] [240/610] learning_rate: 0.237667 loss_vfl: 0.876159 loss_bbox: 0.303517 loss_dfl: 0.198834 loss: 1.374738 eta: 2 days, 21:35:32 batch_cost: 1.9797 data_cost: 0.0010 ips: 24.2455 images/s [10/24 09:33:06] ppdet.engine INFO: Epoch: [90] [260/610] learning_rate: 0.237625 loss_vfl: 0.884448 loss_bbox: 0.310719 loss_dfl: 0.192420 loss: 1.388519 eta: 2 days, 21:34:52 batch_cost: 1.9484 data_cost: 0.0010 ips: 24.6352 images/s [10/24 09:33:49] ppdet.engine INFO: Epoch: [90] [280/610] learning_rate: 0.237583 loss_vfl: 0.884302 loss_bbox: 0.305049 loss_dfl: 0.190097 loss: 1.387043 eta: 2 days, 21:34:14 batch_cost: 1.9785 data_cost: 0.0010 ips: 24.2604 images/s [10/24 09:34:31] ppdet.engine INFO: Epoch: [90] [300/610] learning_rate: 0.237542 loss_vfl: 0.866987 loss_bbox: 0.317772 loss_dfl: 0.203333 loss: 1.419654 eta: 2 days, 21:33:32 batch_cost: 1.9023 data_cost: 0.0010 ips: 25.2321 images/s [10/24 09:35:14] ppdet.engine INFO: Epoch: [90] [320/610] learning_rate: 0.237500 loss_vfl: 0.882597 loss_bbox: 0.294834 loss_dfl: 0.186297 loss: 1.378640 eta: 2 days, 21:32:53 batch_cost: 1.9557 data_cost: 0.0011 ips: 24.5430 images/s [10/24 09:35:58] ppdet.engine INFO: Epoch: [90] [340/610] learning_rate: 0.237458 loss_vfl: 0.875365 loss_bbox: 0.304026 loss_dfl: 0.196871 loss: 1.384142 eta: 2 days, 21:32:15 batch_cost: 1.9905 data_cost: 0.0010 ips: 24.1143 images/s [10/24 09:36:43] ppdet.engine INFO: Epoch: [90] [360/610] learning_rate: 0.237416 loss_vfl: 0.880660 loss_bbox: 0.310927 loss_dfl: 0.193333 loss: 1.403417 eta: 2 days, 21:31:39 batch_cost: 2.0331 data_cost: 0.0011 ips: 23.6098 images/s [10/24 09:37:26] ppdet.engine INFO: Epoch: [90] [380/610] learning_rate: 0.237374 loss_vfl: 0.891394 loss_bbox: 0.304766 loss_dfl: 0.191333 loss: 1.397764 eta: 2 days, 21:31:01 batch_cost: 1.9726 data_cost: 0.0010 ips: 24.3340 images/s [10/24 09:38:10] ppdet.engine INFO: Epoch: [90] [400/610] learning_rate: 0.237332 loss_vfl: 0.888727 loss_bbox: 0.294137 loss_dfl: 0.194503 loss: 1.389460 eta: 2 days, 21:30:21 batch_cost: 1.9447 data_cost: 0.0010 ips: 24.6827 images/s [10/24 09:38:53] ppdet.engine INFO: Epoch: [90] [420/610] learning_rate: 0.237291 loss_vfl: 0.858061 loss_bbox: 0.311591 loss_dfl: 0.201486 loss: 1.380479 eta: 2 days, 21:29:41 batch_cost: 1.9461 data_cost: 0.0011 ips: 24.6644 images/s [10/24 09:39:36] ppdet.engine INFO: Epoch: [90] [440/610] learning_rate: 0.237249 loss_vfl: 0.893277 loss_bbox: 0.316463 loss_dfl: 0.199584 loss: 1.412666 eta: 2 days, 21:29:01 batch_cost: 1.9502 data_cost: 0.0010 ips: 24.6126 images/s [10/24 09:40:19] ppdet.engine INFO: Epoch: [90] [460/610] learning_rate: 0.237207 loss_vfl: 0.900632 loss_bbox: 0.300746 loss_dfl: 0.192067 loss: 1.416741 eta: 2 days, 21:28:21 batch_cost: 1.9406 data_cost: 0.0010 ips: 24.7350 images/s [10/24 09:41:02] ppdet.engine INFO: Epoch: [90] [480/610] learning_rate: 0.237165 loss_vfl: 0.875075 loss_bbox: 0.309109 loss_dfl: 0.196676 loss: 1.380016 eta: 2 days, 21:27:40 batch_cost: 1.9204 data_cost: 0.0010 ips: 24.9953 images/s [10/24 09:41:43] ppdet.engine INFO: Epoch: [90] [500/610] learning_rate: 0.237123 loss_vfl: 0.878020 loss_bbox: 0.317381 loss_dfl: 0.195464 loss: 1.388913 eta: 2 days, 21:26:57 batch_cost: 1.8598 data_cost: 0.0010 ips: 25.8095 images/s [10/24 09:42:26] ppdet.engine INFO: Epoch: [90] [520/610] learning_rate: 0.237081 loss_vfl: 0.880814 loss_bbox: 0.307460 loss_dfl: 0.194481 loss: 1.389706 eta: 2 days, 21:26:14 batch_cost: 1.8940 data_cost: 0.0010 ips: 25.3433 images/s [10/24 09:43:09] ppdet.engine INFO: Epoch: [90] [540/610] learning_rate: 0.237039 loss_vfl: 0.858178 loss_bbox: 0.307722 loss_dfl: 0.189655 loss: 1.387136 eta: 2 days, 21:25:34 batch_cost: 1.9385 data_cost: 0.0010 ips: 24.7610 images/s [10/24 09:43:53] ppdet.engine INFO: Epoch: [90] [560/610] learning_rate: 0.236997 loss_vfl: 0.890518 loss_bbox: 0.287080 loss_dfl: 0.193293 loss: 1.383196 eta: 2 days, 21:24:57 batch_cost: 1.9952 data_cost: 0.0010 ips: 24.0578 images/s [10/24 09:44:37] ppdet.engine INFO: Epoch: [90] [580/610] learning_rate: 0.236955 loss_vfl: 0.875870 loss_bbox: 0.277626 loss_dfl: 0.181572 loss: 1.336645 eta: 2 days, 21:24:18 batch_cost: 1.9692 data_cost: 0.0011 ips: 24.3750 images/s [10/24 09:45:20] ppdet.engine INFO: Epoch: [90] [600/610] learning_rate: 0.236913 loss_vfl: 0.891979 loss_bbox: 0.290689 loss_dfl: 0.187758 loss: 1.379933 eta: 2 days, 21:23:38 batch_cost: 1.9402 data_cost: 0.0011 ips: 24.7397 images/s [10/24 09:45:51] ppdet.engine INFO: Epoch: [91] [ 0/610] learning_rate: 0.236892 loss_vfl: 0.874447 loss_bbox: 0.304345 loss_dfl: 0.193566 loss: 1.363812 eta: 2 days, 21:23:36 batch_cost: 2.3170 data_cost: 0.2466 ips: 20.7163 images/s [10/24 09:46:36] ppdet.engine INFO: Epoch: [91] [ 20/610] learning_rate: 0.236850 loss_vfl: 0.879138 loss_bbox: 0.309107 loss_dfl: 0.201537 loss: 1.389422 eta: 2 days, 21:22:57 batch_cost: 1.9763 data_cost: 0.0011 ips: 24.2883 images/s [10/24 09:47:20] ppdet.engine INFO: Epoch: [91] [ 40/610] learning_rate: 0.236808 loss_vfl: 0.878515 loss_bbox: 0.308362 loss_dfl: 0.191836 loss: 1.391977 eta: 2 days, 21:22:19 batch_cost: 1.9784 data_cost: 0.0011 ips: 24.2622 images/s [10/24 09:48:03] ppdet.engine INFO: Epoch: [91] [ 60/610] learning_rate: 0.236766 loss_vfl: 0.880668 loss_bbox: 0.311508 loss_dfl: 0.196073 loss: 1.376530 eta: 2 days, 21:21:41 batch_cost: 1.9919 data_cost: 0.0011 ips: 24.0979 images/s [10/24 09:48:45] ppdet.engine INFO: Epoch: [91] [ 80/610] learning_rate: 0.236724 loss_vfl: 0.892579 loss_bbox: 0.293945 loss_dfl: 0.196416 loss: 1.378169 eta: 2 days, 21:20:59 batch_cost: 1.9027 data_cost: 0.0010 ips: 25.2269 images/s [10/24 09:49:28] ppdet.engine INFO: Epoch: [91] [100/610] learning_rate: 0.236682 loss_vfl: 0.879446 loss_bbox: 0.299535 loss_dfl: 0.191645 loss: 1.378637 eta: 2 days, 21:20:19 batch_cost: 1.9460 data_cost: 0.0010 ips: 24.6662 images/s [10/24 09:50:10] ppdet.engine INFO: Epoch: [91] [120/610] learning_rate: 0.236640 loss_vfl: 0.871971 loss_bbox: 0.308163 loss_dfl: 0.198108 loss: 1.379779 eta: 2 days, 21:19:38 batch_cost: 1.9080 data_cost: 0.0010 ips: 25.1568 images/s [10/24 09:50:53] ppdet.engine INFO: Epoch: [91] [140/610] learning_rate: 0.236598 loss_vfl: 0.903389 loss_bbox: 0.287154 loss_dfl: 0.186784 loss: 1.390184 eta: 2 days, 21:18:59 batch_cost: 1.9629 data_cost: 0.0011 ips: 24.4536 images/s [10/24 09:51:36] ppdet.engine INFO: Epoch: [91] [160/610] learning_rate: 0.236556 loss_vfl: 0.868919 loss_bbox: 0.302809 loss_dfl: 0.196355 loss: 1.376059 eta: 2 days, 21:18:19 batch_cost: 1.9488 data_cost: 0.0010 ips: 24.6302 images/s [10/24 09:52:19] ppdet.engine INFO: Epoch: [91] [180/610] learning_rate: 0.236514 loss_vfl: 0.876701 loss_bbox: 0.296515 loss_dfl: 0.192131 loss: 1.387751 eta: 2 days, 21:17:39 batch_cost: 1.9369 data_cost: 0.0011 ips: 24.7818 images/s [10/24 09:53:03] ppdet.engine INFO: Epoch: [91] [200/610] learning_rate: 0.236472 loss_vfl: 0.873726 loss_bbox: 0.296202 loss_dfl: 0.190899 loss: 1.389979 eta: 2 days, 21:17:00 batch_cost: 1.9618 data_cost: 0.0010 ips: 24.4668 images/s [10/24 09:53:46] ppdet.engine INFO: Epoch: [91] [220/610] learning_rate: 0.236430 loss_vfl: 0.890499 loss_bbox: 0.314030 loss_dfl: 0.200689 loss: 1.388885 eta: 2 days, 21:16:19 batch_cost: 1.9246 data_cost: 0.0041 ips: 24.9402 images/s [10/24 09:54:29] ppdet.engine INFO: Epoch: [91] [240/610] learning_rate: 0.236388 loss_vfl: 0.885075 loss_bbox: 0.278462 loss_dfl: 0.187446 loss: 1.347834 eta: 2 days, 21:15:38 batch_cost: 1.9158 data_cost: 0.0011 ips: 25.0542 images/s [10/24 09:55:13] ppdet.engine INFO: Epoch: [91] [260/610] learning_rate: 0.236346 loss_vfl: 0.890545 loss_bbox: 0.294235 loss_dfl: 0.202525 loss: 1.390867 eta: 2 days, 21:14:58 batch_cost: 1.9442 data_cost: 0.0011 ips: 24.6885 images/s [10/24 09:55:57] ppdet.engine INFO: Epoch: [91] [280/610] learning_rate: 0.236303 loss_vfl: 0.888087 loss_bbox: 0.306087 loss_dfl: 0.191207 loss: 1.392150 eta: 2 days, 21:14:21 batch_cost: 2.0029 data_cost: 0.0011 ips: 23.9658 images/s [10/24 09:56:39] ppdet.engine INFO: Epoch: [91] [300/610] learning_rate: 0.236261 loss_vfl: 0.873795 loss_bbox: 0.312972 loss_dfl: 0.197184 loss: 1.374377 eta: 2 days, 21:13:39 batch_cost: 1.9097 data_cost: 0.0010 ips: 25.1354 images/s [10/24 09:57:23] ppdet.engine INFO: Epoch: [91] [320/610] learning_rate: 0.236219 loss_vfl: 0.859692 loss_bbox: 0.296267 loss_dfl: 0.188718 loss: 1.354909 eta: 2 days, 21:13:01 batch_cost: 1.9674 data_cost: 0.0010 ips: 24.3971 images/s [10/24 09:58:07] ppdet.engine INFO: Epoch: [91] [340/610] learning_rate: 0.236177 loss_vfl: 0.885728 loss_bbox: 0.289154 loss_dfl: 0.185209 loss: 1.366847 eta: 2 days, 21:12:22 batch_cost: 1.9693 data_cost: 0.0010 ips: 24.3746 images/s [10/24 09:58:49] ppdet.engine INFO: Epoch: [91] [360/610] learning_rate: 0.236135 loss_vfl: 0.870438 loss_bbox: 0.322852 loss_dfl: 0.206363 loss: 1.398660 eta: 2 days, 21:11:40 batch_cost: 1.9030 data_cost: 0.0010 ips: 25.2236 images/s [10/24 09:59:32] ppdet.engine INFO: Epoch: [91] [380/610] learning_rate: 0.236093 loss_vfl: 0.895985 loss_bbox: 0.282404 loss_dfl: 0.190747 loss: 1.350066 eta: 2 days, 21:11:00 batch_cost: 1.9364 data_cost: 0.0010 ips: 24.7882 images/s [10/24 10:00:15] ppdet.engine INFO: Epoch: [91] [400/610] learning_rate: 0.236051 loss_vfl: 0.892358 loss_bbox: 0.324080 loss_dfl: 0.203589 loss: 1.408888 eta: 2 days, 21:10:20 batch_cost: 1.9350 data_cost: 0.0048 ips: 24.8067 images/s [10/24 10:00:58] ppdet.engine INFO: Epoch: [91] [420/610] learning_rate: 0.236008 loss_vfl: 0.871327 loss_bbox: 0.297745 loss_dfl: 0.192746 loss: 1.380791 eta: 2 days, 21:09:40 batch_cost: 1.9488 data_cost: 0.0010 ips: 24.6310 images/s [10/24 10:01:41] ppdet.engine INFO: Epoch: [91] [440/610] learning_rate: 0.235966 loss_vfl: 0.881469 loss_bbox: 0.294114 loss_dfl: 0.185337 loss: 1.378270 eta: 2 days, 21:09:01 batch_cost: 1.9569 data_cost: 0.0010 ips: 24.5289 images/s [10/24 10:02:23] ppdet.engine INFO: Epoch: [91] [460/610] learning_rate: 0.235924 loss_vfl: 0.886394 loss_bbox: 0.296230 loss_dfl: 0.189983 loss: 1.346000 eta: 2 days, 21:08:19 batch_cost: 1.9020 data_cost: 0.0010 ips: 25.2372 images/s [10/24 10:03:06] ppdet.engine INFO: Epoch: [91] [480/610] learning_rate: 0.235882 loss_vfl: 0.873927 loss_bbox: 0.308491 loss_dfl: 0.204818 loss: 1.377455 eta: 2 days, 21:07:39 batch_cost: 1.9376 data_cost: 0.0010 ips: 24.7735 images/s [10/24 10:03:49] ppdet.engine INFO: Epoch: [91] [500/610] learning_rate: 0.235839 loss_vfl: 0.900424 loss_bbox: 0.275751 loss_dfl: 0.187228 loss: 1.372039 eta: 2 days, 21:06:58 batch_cost: 1.9366 data_cost: 0.0010 ips: 24.7859 images/s [10/24 10:04:31] ppdet.engine INFO: Epoch: [91] [520/610] learning_rate: 0.235797 loss_vfl: 0.864682 loss_bbox: 0.322425 loss_dfl: 0.199174 loss: 1.400029 eta: 2 days, 21:06:18 batch_cost: 1.9367 data_cost: 0.0010 ips: 24.7847 images/s [10/24 10:05:14] ppdet.engine INFO: Epoch: [91] [540/610] learning_rate: 0.235755 loss_vfl: 0.885792 loss_bbox: 0.302299 loss_dfl: 0.187644 loss: 1.385239 eta: 2 days, 21:05:38 batch_cost: 1.9365 data_cost: 0.0010 ips: 24.7865 images/s [10/24 10:05:58] ppdet.engine INFO: Epoch: [91] [560/610] learning_rate: 0.235713 loss_vfl: 0.892012 loss_bbox: 0.304022 loss_dfl: 0.197760 loss: 1.405171 eta: 2 days, 21:04:59 batch_cost: 1.9549 data_cost: 0.0010 ips: 24.5537 images/s [10/24 10:06:41] ppdet.engine INFO: Epoch: [91] [580/610] learning_rate: 0.235670 loss_vfl: 0.888389 loss_bbox: 0.313580 loss_dfl: 0.199587 loss: 1.379076 eta: 2 days, 21:04:18 batch_cost: 1.9333 data_cost: 0.0010 ips: 24.8285 images/s [10/24 10:07:22] ppdet.engine INFO: Epoch: [91] [600/610] learning_rate: 0.235628 loss_vfl: 0.875094 loss_bbox: 0.295429 loss_dfl: 0.193748 loss: 1.367997 eta: 2 days, 21:03:35 batch_cost: 1.8655 data_cost: 0.0011 ips: 25.7299 images/s [10/24 10:07:54] ppdet.engine INFO: Epoch: [92] [ 0/610] learning_rate: 0.235607 loss_vfl: 0.877390 loss_bbox: 0.307232 loss_dfl: 0.195775 loss: 1.387356 eta: 2 days, 21:03:33 batch_cost: 2.2908 data_cost: 0.2027 ips: 20.9538 images/s [10/24 10:08:40] ppdet.engine INFO: Epoch: [92] [ 20/610] learning_rate: 0.235565 loss_vfl: 0.853704 loss_bbox: 0.308992 loss_dfl: 0.200555 loss: 1.368595 eta: 2 days, 21:02:57 batch_cost: 2.0208 data_cost: 0.0012 ips: 23.7527 images/s [10/24 10:09:23] ppdet.engine INFO: Epoch: [92] [ 40/610] learning_rate: 0.235522 loss_vfl: 0.873106 loss_bbox: 0.302960 loss_dfl: 0.194133 loss: 1.376038 eta: 2 days, 21:02:17 batch_cost: 1.9487 data_cost: 0.0010 ips: 24.6318 images/s [10/24 10:10:07] ppdet.engine INFO: Epoch: [92] [ 60/610] learning_rate: 0.235480 loss_vfl: 0.875777 loss_bbox: 0.297866 loss_dfl: 0.190004 loss: 1.376028 eta: 2 days, 21:01:40 batch_cost: 2.0144 data_cost: 0.0010 ips: 23.8281 images/s [10/24 10:10:51] ppdet.engine INFO: Epoch: [92] [ 80/610] learning_rate: 0.235438 loss_vfl: 0.884911 loss_bbox: 0.317346 loss_dfl: 0.207328 loss: 1.412327 eta: 2 days, 21:01:02 batch_cost: 1.9686 data_cost: 0.0011 ips: 24.3831 images/s [10/24 10:11:34] ppdet.engine INFO: Epoch: [92] [100/610] learning_rate: 0.235395 loss_vfl: 0.850622 loss_bbox: 0.286206 loss_dfl: 0.193300 loss: 1.380634 eta: 2 days, 21:00:23 batch_cost: 1.9687 data_cost: 0.0010 ips: 24.3813 images/s [10/24 10:12:17] ppdet.engine INFO: Epoch: [92] [120/610] learning_rate: 0.235353 loss_vfl: 0.872431 loss_bbox: 0.297422 loss_dfl: 0.185953 loss: 1.357425 eta: 2 days, 20:59:42 batch_cost: 1.9185 data_cost: 0.0010 ips: 25.0196 images/s [10/24 10:13:00] ppdet.engine INFO: Epoch: [92] [140/610] learning_rate: 0.235311 loss_vfl: 0.880215 loss_bbox: 0.305890 loss_dfl: 0.196521 loss: 1.390545 eta: 2 days, 20:59:01 batch_cost: 1.9231 data_cost: 0.0010 ips: 24.9595 images/s [10/24 10:13:43] ppdet.engine INFO: Epoch: [92] [160/610] learning_rate: 0.235268 loss_vfl: 0.884348 loss_bbox: 0.308426 loss_dfl: 0.190130 loss: 1.394888 eta: 2 days, 20:58:22 batch_cost: 1.9643 data_cost: 0.0011 ips: 24.4363 images/s [10/24 10:14:27] ppdet.engine INFO: Epoch: [92] [180/610] learning_rate: 0.235226 loss_vfl: 0.902113 loss_bbox: 0.291539 loss_dfl: 0.185881 loss: 1.380704 eta: 2 days, 20:57:45 batch_cost: 2.0003 data_cost: 0.0010 ips: 23.9963 images/s [10/24 10:15:11] ppdet.engine INFO: Epoch: [92] [200/610] learning_rate: 0.235184 loss_vfl: 0.874747 loss_bbox: 0.280690 loss_dfl: 0.180640 loss: 1.353085 eta: 2 days, 20:57:07 batch_cost: 1.9924 data_cost: 0.0011 ips: 24.0920 images/s [10/24 10:15:54] ppdet.engine INFO: Epoch: [92] [220/610] learning_rate: 0.235141 loss_vfl: 0.884317 loss_bbox: 0.296871 loss_dfl: 0.189779 loss: 1.387279 eta: 2 days, 20:56:27 batch_cost: 1.9528 data_cost: 0.0011 ips: 24.5804 images/s [10/24 10:16:37] ppdet.engine INFO: Epoch: [92] [240/610] learning_rate: 0.235099 loss_vfl: 0.884146 loss_bbox: 0.297709 loss_dfl: 0.200081 loss: 1.402350 eta: 2 days, 20:55:49 batch_cost: 1.9681 data_cost: 0.0010 ips: 24.3885 images/s [10/24 10:17:19] ppdet.engine INFO: Epoch: [92] [260/610] learning_rate: 0.235056 loss_vfl: 0.868158 loss_bbox: 0.318817 loss_dfl: 0.197146 loss: 1.352252 eta: 2 days, 20:55:06 batch_cost: 1.8865 data_cost: 0.0010 ips: 25.4439 images/s [10/24 10:18:03] ppdet.engine INFO: Epoch: [92] [280/610] learning_rate: 0.235014 loss_vfl: 0.876193 loss_bbox: 0.290005 loss_dfl: 0.192080 loss: 1.365557 eta: 2 days, 20:54:28 batch_cost: 1.9854 data_cost: 0.0011 ips: 24.1763 images/s [10/24 10:18:46] ppdet.engine INFO: Epoch: [92] [300/610] learning_rate: 0.234972 loss_vfl: 0.881282 loss_bbox: 0.298671 loss_dfl: 0.191560 loss: 1.373619 eta: 2 days, 20:53:48 batch_cost: 1.9514 data_cost: 0.0011 ips: 24.5975 images/s [10/24 10:19:29] ppdet.engine INFO: Epoch: [92] [320/610] learning_rate: 0.234929 loss_vfl: 0.883354 loss_bbox: 0.320068 loss_dfl: 0.202872 loss: 1.409139 eta: 2 days, 20:53:09 batch_cost: 1.9448 data_cost: 0.0011 ips: 24.6812 images/s [10/24 10:20:12] ppdet.engine INFO: Epoch: [92] [340/610] learning_rate: 0.234887 loss_vfl: 0.882438 loss_bbox: 0.291204 loss_dfl: 0.197116 loss: 1.375073 eta: 2 days, 20:52:29 batch_cost: 1.9509 data_cost: 0.0010 ips: 24.6039 images/s [10/24 10:20:55] ppdet.engine INFO: Epoch: [92] [360/610] learning_rate: 0.234844 loss_vfl: 0.872810 loss_bbox: 0.289395 loss_dfl: 0.189314 loss: 1.360080 eta: 2 days, 20:51:50 batch_cost: 1.9577 data_cost: 0.0012 ips: 24.5182 images/s [10/24 10:21:39] ppdet.engine INFO: Epoch: [92] [380/610] learning_rate: 0.234802 loss_vfl: 0.901547 loss_bbox: 0.316216 loss_dfl: 0.201501 loss: 1.416680 eta: 2 days, 20:51:13 batch_cost: 2.0017 data_cost: 0.0011 ips: 23.9793 images/s [10/24 10:22:23] ppdet.engine INFO: Epoch: [92] [400/610] learning_rate: 0.234759 loss_vfl: 0.868952 loss_bbox: 0.296575 loss_dfl: 0.198578 loss: 1.369925 eta: 2 days, 20:50:33 batch_cost: 1.9528 data_cost: 0.0010 ips: 24.5807 images/s [10/24 10:23:06] ppdet.engine INFO: Epoch: [92] [420/610] learning_rate: 0.234717 loss_vfl: 0.854666 loss_bbox: 0.303109 loss_dfl: 0.199907 loss: 1.360802 eta: 2 days, 20:49:54 batch_cost: 1.9679 data_cost: 0.0011 ips: 24.3919 images/s [10/24 10:23:50] ppdet.engine INFO: Epoch: [92] [440/610] learning_rate: 0.234674 loss_vfl: 0.857638 loss_bbox: 0.304322 loss_dfl: 0.199489 loss: 1.377789 eta: 2 days, 20:49:16 batch_cost: 1.9901 data_cost: 0.0011 ips: 24.1190 images/s [10/24 10:24:35] ppdet.engine INFO: Epoch: [92] [460/610] learning_rate: 0.234632 loss_vfl: 0.880484 loss_bbox: 0.316138 loss_dfl: 0.196603 loss: 1.407117 eta: 2 days, 20:48:39 batch_cost: 1.9929 data_cost: 0.0011 ips: 24.0854 images/s [10/24 10:25:18] ppdet.engine INFO: Epoch: [92] [480/610] learning_rate: 0.234589 loss_vfl: 0.893794 loss_bbox: 0.280526 loss_dfl: 0.182371 loss: 1.352018 eta: 2 days, 20:48:00 batch_cost: 1.9692 data_cost: 0.0011 ips: 24.3753 images/s [10/24 10:26:02] ppdet.engine INFO: Epoch: [92] [500/610] learning_rate: 0.234547 loss_vfl: 0.906489 loss_bbox: 0.288854 loss_dfl: 0.185391 loss: 1.361473 eta: 2 days, 20:47:20 batch_cost: 1.9456 data_cost: 0.0012 ips: 24.6716 images/s [10/24 10:26:45] ppdet.engine INFO: Epoch: [92] [520/610] learning_rate: 0.234504 loss_vfl: 0.898277 loss_bbox: 0.316466 loss_dfl: 0.196676 loss: 1.411383 eta: 2 days, 20:46:41 batch_cost: 1.9523 data_cost: 0.0011 ips: 24.5865 images/s [10/24 10:27:29] ppdet.engine INFO: Epoch: [92] [540/610] learning_rate: 0.234462 loss_vfl: 0.882048 loss_bbox: 0.297517 loss_dfl: 0.191771 loss: 1.367548 eta: 2 days, 20:46:00 batch_cost: 1.9381 data_cost: 0.0010 ips: 24.7666 images/s [10/24 10:28:11] ppdet.engine INFO: Epoch: [92] [560/610] learning_rate: 0.234419 loss_vfl: 0.864042 loss_bbox: 0.320763 loss_dfl: 0.193857 loss: 1.359783 eta: 2 days, 20:45:21 batch_cost: 1.9464 data_cost: 0.0011 ips: 24.6607 images/s [10/24 10:28:56] ppdet.engine INFO: Epoch: [92] [580/610] learning_rate: 0.234376 loss_vfl: 0.887226 loss_bbox: 0.301536 loss_dfl: 0.195445 loss: 1.368134 eta: 2 days, 20:44:43 batch_cost: 1.9838 data_cost: 0.0011 ips: 24.1965 images/s [10/24 10:29:37] ppdet.engine INFO: Epoch: [92] [600/610] learning_rate: 0.234334 loss_vfl: 0.908847 loss_bbox: 0.309072 loss_dfl: 0.194071 loss: 1.405931 eta: 2 days, 20:44:00 batch_cost: 1.8815 data_cost: 0.0011 ips: 25.5122 images/s [10/24 10:30:08] ppdet.engine INFO: Epoch: [93] [ 0/610] learning_rate: 0.234313 loss_vfl: 0.873662 loss_bbox: 0.303816 loss_dfl: 0.195901 loss: 1.383294 eta: 2 days, 20:43:55 batch_cost: 2.2176 data_cost: 0.2296 ips: 21.6449 images/s [10/24 10:30:54] ppdet.engine INFO: Epoch: [93] [ 20/610] learning_rate: 0.234270 loss_vfl: 0.853129 loss_bbox: 0.304024 loss_dfl: 0.191418 loss: 1.390307 eta: 2 days, 20:43:17 batch_cost: 1.9853 data_cost: 0.0011 ips: 24.1782 images/s [10/24 10:31:38] ppdet.engine INFO: Epoch: [93] [ 40/610] learning_rate: 0.234227 loss_vfl: 0.883919 loss_bbox: 0.277831 loss_dfl: 0.188506 loss: 1.356222 eta: 2 days, 20:42:40 batch_cost: 1.9923 data_cost: 0.0011 ips: 24.0929 images/s [10/24 10:32:21] ppdet.engine INFO: Epoch: [93] [ 60/610] learning_rate: 0.234185 loss_vfl: 0.882155 loss_bbox: 0.283310 loss_dfl: 0.190862 loss: 1.347775 eta: 2 days, 20:42:02 batch_cost: 1.9964 data_cost: 0.0011 ips: 24.0429 images/s [10/24 10:33:05] ppdet.engine INFO: Epoch: [93] [ 80/610] learning_rate: 0.234142 loss_vfl: 0.876341 loss_bbox: 0.300921 loss_dfl: 0.188768 loss: 1.385274 eta: 2 days, 20:41:21 batch_cost: 1.9199 data_cost: 0.0010 ips: 25.0011 images/s [10/24 10:33:48] ppdet.engine INFO: Epoch: [93] [100/610] learning_rate: 0.234099 loss_vfl: 0.877594 loss_bbox: 0.283511 loss_dfl: 0.191228 loss: 1.352990 eta: 2 days, 20:40:41 batch_cost: 1.9454 data_cost: 0.0011 ips: 24.6741 images/s [10/24 10:34:32] ppdet.engine INFO: Epoch: [93] [120/610] learning_rate: 0.234057 loss_vfl: 0.875757 loss_bbox: 0.298660 loss_dfl: 0.192866 loss: 1.352587 eta: 2 days, 20:40:04 batch_cost: 1.9974 data_cost: 0.0011 ips: 24.0310 images/s [10/24 10:35:14] ppdet.engine INFO: Epoch: [93] [140/610] learning_rate: 0.234014 loss_vfl: 0.889066 loss_bbox: 0.298563 loss_dfl: 0.185330 loss: 1.360947 eta: 2 days, 20:39:23 batch_cost: 1.9201 data_cost: 0.0011 ips: 24.9984 images/s [10/24 10:35:57] ppdet.engine INFO: Epoch: [93] [160/610] learning_rate: 0.233971 loss_vfl: 0.887227 loss_bbox: 0.316840 loss_dfl: 0.201489 loss: 1.398991 eta: 2 days, 20:38:41 batch_cost: 1.9026 data_cost: 0.0011 ips: 25.2283 images/s [10/24 10:36:39] ppdet.engine INFO: Epoch: [93] [180/610] learning_rate: 0.233929 loss_vfl: 0.860594 loss_bbox: 0.291303 loss_dfl: 0.193048 loss: 1.349499 eta: 2 days, 20:37:59 batch_cost: 1.9051 data_cost: 0.0011 ips: 25.1958 images/s [10/24 10:37:22] ppdet.engine INFO: Epoch: [93] [200/610] learning_rate: 0.233886 loss_vfl: 0.874619 loss_bbox: 0.287860 loss_dfl: 0.192263 loss: 1.359529 eta: 2 days, 20:37:19 batch_cost: 1.9373 data_cost: 0.0010 ips: 24.7773 images/s [10/24 10:38:04] ppdet.engine INFO: Epoch: [93] [220/610] learning_rate: 0.233843 loss_vfl: 0.859961 loss_bbox: 0.311147 loss_dfl: 0.198377 loss: 1.366239 eta: 2 days, 20:36:38 batch_cost: 1.9188 data_cost: 0.0011 ips: 25.0161 images/s [10/24 10:38:47] ppdet.engine INFO: Epoch: [93] [240/610] learning_rate: 0.233801 loss_vfl: 0.887797 loss_bbox: 0.296945 loss_dfl: 0.189492 loss: 1.361174 eta: 2 days, 20:35:59 batch_cost: 1.9496 data_cost: 0.0011 ips: 24.6206 images/s [10/24 10:39:32] ppdet.engine INFO: Epoch: [93] [260/610] learning_rate: 0.233758 loss_vfl: 0.849773 loss_bbox: 0.311809 loss_dfl: 0.192330 loss: 1.366081 eta: 2 days, 20:35:22 batch_cost: 2.0212 data_cost: 0.0010 ips: 23.7477 images/s [10/24 10:40:14] ppdet.engine INFO: Epoch: [93] [280/610] learning_rate: 0.233715 loss_vfl: 0.891927 loss_bbox: 0.303611 loss_dfl: 0.190075 loss: 1.354414 eta: 2 days, 20:34:41 batch_cost: 1.9104 data_cost: 0.0010 ips: 25.1256 images/s [10/24 10:40:57] ppdet.engine INFO: Epoch: [93] [300/610] learning_rate: 0.233672 loss_vfl: 0.868345 loss_bbox: 0.311158 loss_dfl: 0.205371 loss: 1.394669 eta: 2 days, 20:33:58 batch_cost: 1.8792 data_cost: 0.0010 ips: 25.5423 images/s [10/24 10:41:40] ppdet.engine INFO: Epoch: [93] [320/610] learning_rate: 0.233630 loss_vfl: 0.878290 loss_bbox: 0.307386 loss_dfl: 0.205185 loss: 1.390190 eta: 2 days, 20:33:17 batch_cost: 1.9120 data_cost: 0.0010 ips: 25.1043 images/s [10/24 10:42:23] ppdet.engine INFO: Epoch: [93] [340/610] learning_rate: 0.233587 loss_vfl: 0.875290 loss_bbox: 0.290480 loss_dfl: 0.192270 loss: 1.348398 eta: 2 days, 20:32:37 batch_cost: 1.9538 data_cost: 0.0011 ips: 24.5681 images/s [10/24 10:43:07] ppdet.engine INFO: Epoch: [93] [360/610] learning_rate: 0.233544 loss_vfl: 0.869474 loss_bbox: 0.302913 loss_dfl: 0.192128 loss: 1.404599 eta: 2 days, 20:32:00 batch_cost: 2.0091 data_cost: 0.0010 ips: 23.8918 images/s [10/24 10:43:50] ppdet.engine INFO: Epoch: [93] [380/610] learning_rate: 0.233501 loss_vfl: 0.896169 loss_bbox: 0.288847 loss_dfl: 0.187806 loss: 1.369128 eta: 2 days, 20:31:19 batch_cost: 1.9079 data_cost: 0.0010 ips: 25.1586 images/s [10/24 10:44:33] ppdet.engine INFO: Epoch: [93] [400/610] learning_rate: 0.233459 loss_vfl: 0.858132 loss_bbox: 0.304904 loss_dfl: 0.200685 loss: 1.375518 eta: 2 days, 20:30:39 batch_cost: 1.9406 data_cost: 0.0011 ips: 24.7348 images/s [10/24 10:45:17] ppdet.engine INFO: Epoch: [93] [420/610] learning_rate: 0.233416 loss_vfl: 0.892506 loss_bbox: 0.303674 loss_dfl: 0.196447 loss: 1.383196 eta: 2 days, 20:30:02 batch_cost: 2.0116 data_cost: 0.0011 ips: 23.8614 images/s [10/24 10:46:01] ppdet.engine INFO: Epoch: [93] [440/610] learning_rate: 0.233373 loss_vfl: 0.896274 loss_bbox: 0.302125 loss_dfl: 0.193499 loss: 1.362776 eta: 2 days, 20:29:23 batch_cost: 1.9741 data_cost: 0.0011 ips: 24.3154 images/s [10/24 10:46:44] ppdet.engine INFO: Epoch: [93] [460/610] learning_rate: 0.233330 loss_vfl: 0.868802 loss_bbox: 0.294045 loss_dfl: 0.181102 loss: 1.342759 eta: 2 days, 20:28:45 batch_cost: 1.9769 data_cost: 0.0010 ips: 24.2801 images/s [10/24 10:47:27] ppdet.engine INFO: Epoch: [93] [480/610] learning_rate: 0.233287 loss_vfl: 0.890511 loss_bbox: 0.322992 loss_dfl: 0.205211 loss: 1.408084 eta: 2 days, 20:28:06 batch_cost: 1.9524 data_cost: 0.0010 ips: 24.5854 images/s [10/24 10:48:10] ppdet.engine INFO: Epoch: [93] [500/610] learning_rate: 0.233245 loss_vfl: 0.892206 loss_bbox: 0.312483 loss_dfl: 0.192318 loss: 1.386488 eta: 2 days, 20:27:27 batch_cost: 1.9804 data_cost: 0.0010 ips: 24.2374 images/s [10/24 10:48:54] ppdet.engine INFO: Epoch: [93] [520/610] learning_rate: 0.233202 loss_vfl: 0.865639 loss_bbox: 0.294564 loss_dfl: 0.188208 loss: 1.370164 eta: 2 days, 20:26:50 batch_cost: 2.0068 data_cost: 0.0010 ips: 23.9181 images/s [10/24 10:49:37] ppdet.engine INFO: Epoch: [93] [540/610] learning_rate: 0.233159 loss_vfl: 0.864647 loss_bbox: 0.308038 loss_dfl: 0.198535 loss: 1.376949 eta: 2 days, 20:26:08 batch_cost: 1.9030 data_cost: 0.0010 ips: 25.2232 images/s [10/24 10:50:20] ppdet.engine INFO: Epoch: [93] [560/610] learning_rate: 0.233116 loss_vfl: 0.861179 loss_bbox: 0.316334 loss_dfl: 0.201388 loss: 1.386424 eta: 2 days, 20:25:29 batch_cost: 1.9439 data_cost: 0.0010 ips: 24.6922 images/s [10/24 10:51:03] ppdet.engine INFO: Epoch: [93] [580/610] learning_rate: 0.233073 loss_vfl: 0.878458 loss_bbox: 0.285488 loss_dfl: 0.190251 loss: 1.373832 eta: 2 days, 20:24:50 batch_cost: 1.9662 data_cost: 0.0010 ips: 24.4127 images/s [10/24 10:51:44] ppdet.engine INFO: Epoch: [93] [600/610] learning_rate: 0.233030 loss_vfl: 0.887084 loss_bbox: 0.287055 loss_dfl: 0.193483 loss: 1.381397 eta: 2 days, 20:24:05 batch_cost: 1.8368 data_cost: 0.0011 ips: 26.1326 images/s [10/24 10:52:17] ppdet.engine INFO: Epoch: [94] [ 0/610] learning_rate: 0.233009 loss_vfl: 0.880963 loss_bbox: 0.286833 loss_dfl: 0.192558 loss: 1.352871 eta: 2 days, 20:24:04 batch_cost: 2.2873 data_cost: 0.3065 ips: 20.9857 images/s [10/24 10:53:01] ppdet.engine INFO: Epoch: [94] [ 20/610] learning_rate: 0.232966 loss_vfl: 0.877709 loss_bbox: 0.301749 loss_dfl: 0.198836 loss: 1.403765 eta: 2 days, 20:23:27 batch_cost: 2.0020 data_cost: 0.0011 ips: 23.9758 images/s [10/24 10:53:46] ppdet.engine INFO: Epoch: [94] [ 40/610] learning_rate: 0.232923 loss_vfl: 0.867339 loss_bbox: 0.291976 loss_dfl: 0.192364 loss: 1.349400 eta: 2 days, 20:22:49 batch_cost: 1.9993 data_cost: 0.0011 ips: 24.0083 images/s [10/24 10:54:29] ppdet.engine INFO: Epoch: [94] [ 60/610] learning_rate: 0.232880 loss_vfl: 0.889307 loss_bbox: 0.304769 loss_dfl: 0.194321 loss: 1.374878 eta: 2 days, 20:22:09 batch_cost: 1.9402 data_cost: 0.0010 ips: 24.7397 images/s [10/24 10:55:12] ppdet.engine INFO: Epoch: [94] [ 80/610] learning_rate: 0.232837 loss_vfl: 0.886217 loss_bbox: 0.287836 loss_dfl: 0.193218 loss: 1.375063 eta: 2 days, 20:21:28 batch_cost: 1.9067 data_cost: 0.0011 ips: 25.1739 images/s [10/24 10:55:55] ppdet.engine INFO: Epoch: [94] [100/610] learning_rate: 0.232794 loss_vfl: 0.865141 loss_bbox: 0.316476 loss_dfl: 0.197575 loss: 1.374390 eta: 2 days, 20:20:48 batch_cost: 1.9485 data_cost: 0.0011 ips: 24.6339 images/s [10/24 10:56:39] ppdet.engine INFO: Epoch: [94] [120/610] learning_rate: 0.232751 loss_vfl: 0.865102 loss_bbox: 0.286995 loss_dfl: 0.192237 loss: 1.319682 eta: 2 days, 20:20:09 batch_cost: 1.9701 data_cost: 0.0012 ips: 24.3647 images/s [10/24 10:57:22] ppdet.engine INFO: Epoch: [94] [140/610] learning_rate: 0.232708 loss_vfl: 0.881202 loss_bbox: 0.313100 loss_dfl: 0.199044 loss: 1.409293 eta: 2 days, 20:19:31 batch_cost: 1.9877 data_cost: 0.0011 ips: 24.1483 images/s [10/24 10:58:06] ppdet.engine INFO: Epoch: [94] [160/610] learning_rate: 0.232665 loss_vfl: 0.887423 loss_bbox: 0.284786 loss_dfl: 0.185284 loss: 1.353803 eta: 2 days, 20:18:52 batch_cost: 1.9585 data_cost: 0.0011 ips: 24.5092 images/s [10/24 10:58:49] ppdet.engine INFO: Epoch: [94] [180/610] learning_rate: 0.232622 loss_vfl: 0.872692 loss_bbox: 0.301292 loss_dfl: 0.196679 loss: 1.392807 eta: 2 days, 20:18:11 batch_cost: 1.9240 data_cost: 0.0011 ips: 24.9475 images/s [10/24 10:59:32] ppdet.engine INFO: Epoch: [94] [200/610] learning_rate: 0.232579 loss_vfl: 0.862412 loss_bbox: 0.332062 loss_dfl: 0.204272 loss: 1.407397 eta: 2 days, 20:17:33 batch_cost: 1.9780 data_cost: 0.0014 ips: 24.2670 images/s [10/24 11:00:16] ppdet.engine INFO: Epoch: [94] [220/610] learning_rate: 0.232536 loss_vfl: 0.888399 loss_bbox: 0.293276 loss_dfl: 0.191457 loss: 1.364589 eta: 2 days, 20:16:54 batch_cost: 1.9720 data_cost: 0.0010 ips: 24.3405 images/s [10/24 11:00:59] ppdet.engine INFO: Epoch: [94] [240/610] learning_rate: 0.232493 loss_vfl: 0.887431 loss_bbox: 0.296099 loss_dfl: 0.194027 loss: 1.352043 eta: 2 days, 20:16:14 batch_cost: 1.9417 data_cost: 0.0010 ips: 24.7206 images/s [10/24 11:01:42] ppdet.engine INFO: Epoch: [94] [260/610] learning_rate: 0.232450 loss_vfl: 0.893739 loss_bbox: 0.280019 loss_dfl: 0.182799 loss: 1.361769 eta: 2 days, 20:15:34 batch_cost: 1.9270 data_cost: 0.0011 ips: 24.9095 images/s [10/24 11:02:25] ppdet.engine INFO: Epoch: [94] [280/610] learning_rate: 0.232407 loss_vfl: 0.872245 loss_bbox: 0.313591 loss_dfl: 0.199708 loss: 1.380891 eta: 2 days, 20:14:53 batch_cost: 1.9346 data_cost: 0.0012 ips: 24.8113 images/s [10/24 11:03:09] ppdet.engine INFO: Epoch: [94] [300/610] learning_rate: 0.232364 loss_vfl: 0.875157 loss_bbox: 0.327389 loss_dfl: 0.203249 loss: 1.373553 eta: 2 days, 20:14:14 batch_cost: 1.9661 data_cost: 0.0011 ips: 24.4136 images/s [10/24 11:03:52] ppdet.engine INFO: Epoch: [94] [320/610] learning_rate: 0.232321 loss_vfl: 0.881737 loss_bbox: 0.300420 loss_dfl: 0.197834 loss: 1.367937 eta: 2 days, 20:13:36 batch_cost: 1.9819 data_cost: 0.0012 ips: 24.2196 images/s [10/24 11:04:35] ppdet.engine INFO: Epoch: [94] [340/610] learning_rate: 0.232278 loss_vfl: 0.868174 loss_bbox: 0.315987 loss_dfl: 0.195626 loss: 1.387611 eta: 2 days, 20:12:56 batch_cost: 1.9460 data_cost: 0.0011 ips: 24.6661 images/s [10/24 11:05:19] ppdet.engine INFO: Epoch: [94] [360/610] learning_rate: 0.232235 loss_vfl: 0.882560 loss_bbox: 0.275250 loss_dfl: 0.181001 loss: 1.359598 eta: 2 days, 20:12:19 batch_cost: 1.9971 data_cost: 0.0010 ips: 24.0343 images/s [10/24 11:06:03] ppdet.engine INFO: Epoch: [94] [380/610] learning_rate: 0.232192 loss_vfl: 0.886937 loss_bbox: 0.304519 loss_dfl: 0.198553 loss: 1.381048 eta: 2 days, 20:11:41 batch_cost: 1.9934 data_cost: 0.0011 ips: 24.0793 images/s [10/24 11:06:47] ppdet.engine INFO: Epoch: [94] [400/610] learning_rate: 0.232149 loss_vfl: 0.876137 loss_bbox: 0.298887 loss_dfl: 0.201289 loss: 1.376474 eta: 2 days, 20:11:03 batch_cost: 1.9783 data_cost: 0.0010 ips: 24.2629 images/s [10/24 11:07:29] ppdet.engine INFO: Epoch: [94] [420/610] learning_rate: 0.232106 loss_vfl: 0.867409 loss_bbox: 0.308025 loss_dfl: 0.196096 loss: 1.381398 eta: 2 days, 20:10:22 batch_cost: 1.9338 data_cost: 0.0010 ips: 24.8212 images/s [10/24 11:08:12] ppdet.engine INFO: Epoch: [94] [440/610] learning_rate: 0.232063 loss_vfl: 0.846351 loss_bbox: 0.328043 loss_dfl: 0.206347 loss: 1.398391 eta: 2 days, 20:09:42 batch_cost: 1.9342 data_cost: 0.0011 ips: 24.8167 images/s [10/24 11:08:56] ppdet.engine INFO: Epoch: [94] [460/610] learning_rate: 0.232020 loss_vfl: 0.884947 loss_bbox: 0.290727 loss_dfl: 0.194948 loss: 1.376247 eta: 2 days, 20:09:03 batch_cost: 1.9645 data_cost: 0.0011 ips: 24.4343 images/s [10/24 11:09:38] ppdet.engine INFO: Epoch: [94] [480/610] learning_rate: 0.231976 loss_vfl: 0.865308 loss_bbox: 0.314939 loss_dfl: 0.197525 loss: 1.389205 eta: 2 days, 20:08:23 batch_cost: 1.9487 data_cost: 0.0010 ips: 24.6324 images/s [10/24 11:10:21] ppdet.engine INFO: Epoch: [94] [500/610] learning_rate: 0.231933 loss_vfl: 0.868019 loss_bbox: 0.303070 loss_dfl: 0.195836 loss: 1.354319 eta: 2 days, 20:07:43 batch_cost: 1.9426 data_cost: 0.0010 ips: 24.7088 images/s [10/24 11:11:05] ppdet.engine INFO: Epoch: [94] [520/610] learning_rate: 0.231890 loss_vfl: 0.875807 loss_bbox: 0.310522 loss_dfl: 0.201022 loss: 1.396653 eta: 2 days, 20:07:05 batch_cost: 1.9798 data_cost: 0.0010 ips: 24.2455 images/s [10/24 11:11:49] ppdet.engine INFO: Epoch: [94] [540/610] learning_rate: 0.231847 loss_vfl: 0.880446 loss_bbox: 0.287810 loss_dfl: 0.185383 loss: 1.350247 eta: 2 days, 20:06:28 batch_cost: 2.0178 data_cost: 0.0011 ips: 23.7882 images/s [10/24 11:12:32] ppdet.engine INFO: Epoch: [94] [560/610] learning_rate: 0.231804 loss_vfl: 0.885406 loss_bbox: 0.294060 loss_dfl: 0.191552 loss: 1.380085 eta: 2 days, 20:05:51 batch_cost: 1.9971 data_cost: 0.0053 ips: 24.0352 images/s [10/24 11:13:15] ppdet.engine INFO: Epoch: [94] [580/610] learning_rate: 0.231761 loss_vfl: 0.868941 loss_bbox: 0.303415 loss_dfl: 0.194314 loss: 1.371014 eta: 2 days, 20:05:10 batch_cost: 1.9208 data_cost: 0.0010 ips: 24.9890 images/s [10/24 11:13:57] ppdet.engine INFO: Epoch: [94] [600/610] learning_rate: 0.231717 loss_vfl: 0.880955 loss_bbox: 0.298419 loss_dfl: 0.191614 loss: 1.361665 eta: 2 days, 20:04:29 batch_cost: 1.9192 data_cost: 0.0012 ips: 25.0108 images/s [10/24 11:14:29] ppdet.engine INFO: Epoch: [95] [ 0/610] learning_rate: 0.231696 loss_vfl: 0.875647 loss_bbox: 0.303045 loss_dfl: 0.191274 loss: 1.355493 eta: 2 days, 20:04:27 batch_cost: 2.3064 data_cost: 0.2615 ips: 20.8116 images/s [10/24 11:15:13] ppdet.engine INFO: Epoch: [95] [ 20/610] learning_rate: 0.231653 loss_vfl: 0.864117 loss_bbox: 0.309850 loss_dfl: 0.198800 loss: 1.396684 eta: 2 days, 20:03:48 batch_cost: 1.9803 data_cost: 0.0011 ips: 24.2389 images/s [10/24 11:15:57] ppdet.engine INFO: Epoch: [95] [ 40/610] learning_rate: 0.231609 loss_vfl: 0.884684 loss_bbox: 0.305783 loss_dfl: 0.192954 loss: 1.395855 eta: 2 days, 20:03:11 batch_cost: 2.0007 data_cost: 0.0010 ips: 23.9921 images/s [10/24 11:16:41] ppdet.engine INFO: Epoch: [95] [ 60/610] learning_rate: 0.231566 loss_vfl: 0.877963 loss_bbox: 0.278137 loss_dfl: 0.183550 loss: 1.372934 eta: 2 days, 20:02:33 batch_cost: 2.0015 data_cost: 0.0010 ips: 23.9819 images/s [10/24 11:17:25] ppdet.engine INFO: Epoch: [95] [ 80/610] learning_rate: 0.231523 loss_vfl: 0.885483 loss_bbox: 0.269998 loss_dfl: 0.177476 loss: 1.329721 eta: 2 days, 20:01:56 batch_cost: 1.9923 data_cost: 0.0011 ips: 24.0928 images/s [10/24 11:18:07] ppdet.engine INFO: Epoch: [95] [100/610] learning_rate: 0.231480 loss_vfl: 0.884368 loss_bbox: 0.308187 loss_dfl: 0.198678 loss: 1.392091 eta: 2 days, 20:01:14 batch_cost: 1.8956 data_cost: 0.0011 ips: 25.3220 images/s [10/24 11:18:51] ppdet.engine INFO: Epoch: [95] [120/610] learning_rate: 0.231437 loss_vfl: 0.888104 loss_bbox: 0.304026 loss_dfl: 0.198134 loss: 1.380880 eta: 2 days, 20:00:33 batch_cost: 1.9314 data_cost: 0.0011 ips: 24.8529 images/s [10/24 11:19:36] ppdet.engine INFO: Epoch: [95] [140/610] learning_rate: 0.231393 loss_vfl: 0.863675 loss_bbox: 0.315324 loss_dfl: 0.192163 loss: 1.379939 eta: 2 days, 19:59:56 batch_cost: 2.0045 data_cost: 0.0011 ips: 23.9460 images/s [10/24 11:20:19] ppdet.engine INFO: Epoch: [95] [160/610] learning_rate: 0.231350 loss_vfl: 0.883206 loss_bbox: 0.300141 loss_dfl: 0.197083 loss: 1.374364 eta: 2 days, 19:59:17 batch_cost: 1.9748 data_cost: 0.0010 ips: 24.3065 images/s [10/24 11:21:02] ppdet.engine INFO: Epoch: [95] [180/610] learning_rate: 0.231307 loss_vfl: 0.880391 loss_bbox: 0.281691 loss_dfl: 0.184274 loss: 1.334912 eta: 2 days, 19:58:38 batch_cost: 1.9537 data_cost: 0.0010 ips: 24.5689 images/s [10/24 11:21:45] ppdet.engine INFO: Epoch: [95] [200/610] learning_rate: 0.231263 loss_vfl: 0.873360 loss_bbox: 0.291428 loss_dfl: 0.186774 loss: 1.348381 eta: 2 days, 19:57:59 batch_cost: 1.9639 data_cost: 0.0010 ips: 24.4412 images/s [10/24 11:22:28] ppdet.engine INFO: Epoch: [95] [220/610] learning_rate: 0.231220 loss_vfl: 0.870666 loss_bbox: 0.300938 loss_dfl: 0.202264 loss: 1.387544 eta: 2 days, 19:57:18 batch_cost: 1.9186 data_cost: 0.0011 ips: 25.0189 images/s [10/24 11:23:12] ppdet.engine INFO: Epoch: [95] [240/610] learning_rate: 0.231177 loss_vfl: 0.868789 loss_bbox: 0.303906 loss_dfl: 0.193579 loss: 1.371450 eta: 2 days, 19:56:40 batch_cost: 1.9900 data_cost: 0.0011 ips: 24.1209 images/s [10/24 11:23:55] ppdet.engine INFO: Epoch: [95] [260/610] learning_rate: 0.231134 loss_vfl: 0.870491 loss_bbox: 0.305775 loss_dfl: 0.186718 loss: 1.376304 eta: 2 days, 19:56:00 batch_cost: 1.9268 data_cost: 0.0011 ips: 24.9122 images/s [10/24 11:24:38] ppdet.engine INFO: Epoch: [95] [280/610] learning_rate: 0.231090 loss_vfl: 0.888303 loss_bbox: 0.273583 loss_dfl: 0.182105 loss: 1.379912 eta: 2 days, 19:55:20 batch_cost: 1.9608 data_cost: 0.0011 ips: 24.4796 images/s [10/24 11:25:21] ppdet.engine INFO: Epoch: [95] [300/610] learning_rate: 0.231047 loss_vfl: 0.879285 loss_bbox: 0.289403 loss_dfl: 0.191091 loss: 1.344300 eta: 2 days, 19:54:41 batch_cost: 1.9570 data_cost: 0.0011 ips: 24.5274 images/s [10/24 11:26:05] ppdet.engine INFO: Epoch: [95] [320/610] learning_rate: 0.231004 loss_vfl: 0.891201 loss_bbox: 0.280314 loss_dfl: 0.187119 loss: 1.362078 eta: 2 days, 19:54:02 batch_cost: 1.9520 data_cost: 0.0011 ips: 24.5904 images/s [10/24 11:26:48] ppdet.engine INFO: Epoch: [95] [340/610] learning_rate: 0.230960 loss_vfl: 0.871746 loss_bbox: 0.296249 loss_dfl: 0.193112 loss: 1.381368 eta: 2 days, 19:53:21 batch_cost: 1.9361 data_cost: 0.0011 ips: 24.7916 images/s [10/24 11:27:30] ppdet.engine INFO: Epoch: [95] [360/610] learning_rate: 0.230917 loss_vfl: 0.865190 loss_bbox: 0.291555 loss_dfl: 0.189440 loss: 1.341991 eta: 2 days, 19:52:40 batch_cost: 1.9014 data_cost: 0.0010 ips: 25.2451 images/s [10/24 11:28:14] ppdet.engine INFO: Epoch: [95] [380/610] learning_rate: 0.230873 loss_vfl: 0.890333 loss_bbox: 0.297891 loss_dfl: 0.190683 loss: 1.375325 eta: 2 days, 19:52:02 batch_cost: 1.9928 data_cost: 0.0011 ips: 24.0862 images/s [10/24 11:28:58] ppdet.engine INFO: Epoch: [95] [400/610] learning_rate: 0.230830 loss_vfl: 0.868289 loss_bbox: 0.295994 loss_dfl: 0.190592 loss: 1.353611 eta: 2 days, 19:51:21 batch_cost: 1.9305 data_cost: 0.0011 ips: 24.8639 images/s [10/24 11:29:41] ppdet.engine INFO: Epoch: [95] [420/610] learning_rate: 0.230787 loss_vfl: 0.867333 loss_bbox: 0.309573 loss_dfl: 0.198880 loss: 1.367275 eta: 2 days, 19:50:41 batch_cost: 1.9242 data_cost: 0.0011 ips: 24.9450 images/s [10/24 11:30:24] ppdet.engine INFO: Epoch: [95] [440/610] learning_rate: 0.230743 loss_vfl: 0.889285 loss_bbox: 0.298123 loss_dfl: 0.200055 loss: 1.378401 eta: 2 days, 19:50:00 batch_cost: 1.9338 data_cost: 0.0010 ips: 24.8210 images/s [10/24 11:31:08] ppdet.engine INFO: Epoch: [95] [460/610] learning_rate: 0.230700 loss_vfl: 0.898455 loss_bbox: 0.294634 loss_dfl: 0.191816 loss: 1.394966 eta: 2 days, 19:49:23 batch_cost: 2.0044 data_cost: 0.0010 ips: 23.9475 images/s [10/24 11:31:52] ppdet.engine INFO: Epoch: [95] [480/610] learning_rate: 0.230656 loss_vfl: 0.887018 loss_bbox: 0.306001 loss_dfl: 0.192987 loss: 1.363791 eta: 2 days, 19:48:46 batch_cost: 2.0038 data_cost: 0.0010 ips: 23.9543 images/s [10/24 11:32:36] ppdet.engine INFO: Epoch: [95] [500/610] learning_rate: 0.230613 loss_vfl: 0.881939 loss_bbox: 0.291818 loss_dfl: 0.196553 loss: 1.389920 eta: 2 days, 19:48:06 batch_cost: 1.9533 data_cost: 0.0043 ips: 24.5737 images/s [10/24 11:33:19] ppdet.engine INFO: Epoch: [95] [520/610] learning_rate: 0.230570 loss_vfl: 0.890201 loss_bbox: 0.281233 loss_dfl: 0.183664 loss: 1.342100 eta: 2 days, 19:47:29 batch_cost: 1.9934 data_cost: 0.0010 ips: 24.0795 images/s [10/24 11:34:02] ppdet.engine INFO: Epoch: [95] [540/610] learning_rate: 0.230526 loss_vfl: 0.876690 loss_bbox: 0.318346 loss_dfl: 0.197664 loss: 1.405840 eta: 2 days, 19:46:49 batch_cost: 1.9541 data_cost: 0.0011 ips: 24.5632 images/s [10/24 11:34:46] ppdet.engine INFO: Epoch: [95] [560/610] learning_rate: 0.230483 loss_vfl: 0.888791 loss_bbox: 0.279191 loss_dfl: 0.189116 loss: 1.366895 eta: 2 days, 19:46:10 batch_cost: 1.9674 data_cost: 0.0011 ips: 24.3971 images/s [10/24 11:35:29] ppdet.engine INFO: Epoch: [95] [580/610] learning_rate: 0.230439 loss_vfl: 0.875270 loss_bbox: 0.293096 loss_dfl: 0.188374 loss: 1.366709 eta: 2 days, 19:45:30 batch_cost: 1.9448 data_cost: 0.0010 ips: 24.6810 images/s [10/24 11:36:11] ppdet.engine INFO: Epoch: [95] [600/610] learning_rate: 0.230396 loss_vfl: 0.897151 loss_bbox: 0.293494 loss_dfl: 0.197629 loss: 1.403818 eta: 2 days, 19:44:48 batch_cost: 1.8728 data_cost: 0.0011 ips: 25.6300 images/s [10/24 11:36:43] ppdet.engine INFO: Epoch: [96] [ 0/610] learning_rate: 0.230374 loss_vfl: 0.900493 loss_bbox: 0.283163 loss_dfl: 0.184596 loss: 1.387040 eta: 2 days, 19:44:46 batch_cost: 2.3257 data_cost: 0.2266 ips: 20.6386 images/s [10/24 11:37:28] ppdet.engine INFO: Epoch: [96] [ 20/610] learning_rate: 0.230331 loss_vfl: 0.858254 loss_bbox: 0.318780 loss_dfl: 0.200360 loss: 1.355441 eta: 2 days, 19:44:08 batch_cost: 2.0005 data_cost: 0.0011 ips: 23.9936 images/s [10/24 11:38:12] ppdet.engine INFO: Epoch: [96] [ 40/610] learning_rate: 0.230287 loss_vfl: 0.899983 loss_bbox: 0.315162 loss_dfl: 0.201055 loss: 1.418785 eta: 2 days, 19:43:32 batch_cost: 2.0309 data_cost: 0.0012 ips: 23.6348 images/s [10/24 11:38:55] ppdet.engine INFO: Epoch: [96] [ 60/610] learning_rate: 0.230244 loss_vfl: 0.872748 loss_bbox: 0.302471 loss_dfl: 0.200718 loss: 1.364048 eta: 2 days, 19:42:52 batch_cost: 1.9351 data_cost: 0.0011 ips: 24.8049 images/s [10/24 11:39:38] ppdet.engine INFO: Epoch: [96] [ 80/610] learning_rate: 0.230200 loss_vfl: 0.846378 loss_bbox: 0.316451 loss_dfl: 0.205540 loss: 1.373358 eta: 2 days, 19:42:12 batch_cost: 1.9319 data_cost: 0.0012 ips: 24.8459 images/s [10/24 11:40:21] ppdet.engine INFO: Epoch: [96] [100/610] learning_rate: 0.230156 loss_vfl: 0.881515 loss_bbox: 0.296429 loss_dfl: 0.191980 loss: 1.388651 eta: 2 days, 19:41:30 batch_cost: 1.9067 data_cost: 0.0011 ips: 25.1743 images/s [10/24 11:41:03] ppdet.engine INFO: Epoch: [96] [120/610] learning_rate: 0.230113 loss_vfl: 0.868521 loss_bbox: 0.312216 loss_dfl: 0.201482 loss: 1.374866 eta: 2 days, 19:40:49 batch_cost: 1.9115 data_cost: 0.0010 ips: 25.1118 images/s [10/24 11:41:47] ppdet.engine INFO: Epoch: [96] [140/610] learning_rate: 0.230069 loss_vfl: 0.887804 loss_bbox: 0.286190 loss_dfl: 0.189132 loss: 1.369931 eta: 2 days, 19:40:11 batch_cost: 1.9811 data_cost: 0.0010 ips: 24.2285 images/s [10/24 11:42:29] ppdet.engine INFO: Epoch: [96] [160/610] learning_rate: 0.230026 loss_vfl: 0.879821 loss_bbox: 0.314593 loss_dfl: 0.203493 loss: 1.399366 eta: 2 days, 19:39:28 batch_cost: 1.8849 data_cost: 0.0042 ips: 25.4659 images/s [10/24 11:43:12] ppdet.engine INFO: Epoch: [96] [180/610] learning_rate: 0.229982 loss_vfl: 0.887986 loss_bbox: 0.288078 loss_dfl: 0.193577 loss: 1.348785 eta: 2 days, 19:38:48 batch_cost: 1.9465 data_cost: 0.0011 ips: 24.6598 images/s [10/24 11:43:55] ppdet.engine INFO: Epoch: [96] [200/610] learning_rate: 0.229939 loss_vfl: 0.861479 loss_bbox: 0.320360 loss_dfl: 0.201665 loss: 1.394819 eta: 2 days, 19:38:08 batch_cost: 1.9378 data_cost: 0.0011 ips: 24.7706 images/s [10/24 11:44:38] ppdet.engine INFO: Epoch: [96] [220/610] learning_rate: 0.229895 loss_vfl: 0.883118 loss_bbox: 0.316620 loss_dfl: 0.205327 loss: 1.412346 eta: 2 days, 19:37:29 batch_cost: 1.9540 data_cost: 0.0011 ips: 24.5655 images/s [10/24 11:45:22] ppdet.engine INFO: Epoch: [96] [240/610] learning_rate: 0.229852 loss_vfl: 0.867229 loss_bbox: 0.305618 loss_dfl: 0.195338 loss: 1.367906 eta: 2 days, 19:36:51 batch_cost: 1.9923 data_cost: 0.0010 ips: 24.0922 images/s [10/24 11:46:05] ppdet.engine INFO: Epoch: [96] [260/610] learning_rate: 0.229808 loss_vfl: 0.879151 loss_bbox: 0.305696 loss_dfl: 0.193634 loss: 1.400586 eta: 2 days, 19:36:11 batch_cost: 1.9458 data_cost: 0.0010 ips: 24.6689 images/s [10/24 11:46:49] ppdet.engine INFO: Epoch: [96] [280/610] learning_rate: 0.229764 loss_vfl: 0.886005 loss_bbox: 0.309829 loss_dfl: 0.194881 loss: 1.404912 eta: 2 days, 19:35:34 batch_cost: 2.0149 data_cost: 0.0010 ips: 23.8223 images/s [10/24 11:47:33] ppdet.engine INFO: Epoch: [96] [300/610] learning_rate: 0.229721 loss_vfl: 0.879116 loss_bbox: 0.316634 loss_dfl: 0.199220 loss: 1.388305 eta: 2 days, 19:34:58 batch_cost: 2.0334 data_cost: 0.0011 ips: 23.6056 images/s [10/24 11:48:16] ppdet.engine INFO: Epoch: [96] [320/610] learning_rate: 0.229677 loss_vfl: 0.875812 loss_bbox: 0.299995 loss_dfl: 0.191173 loss: 1.383452 eta: 2 days, 19:34:19 batch_cost: 1.9520 data_cost: 0.0011 ips: 24.5900 images/s [10/24 11:48:59] ppdet.engine INFO: Epoch: [96] [340/610] learning_rate: 0.229633 loss_vfl: 0.892491 loss_bbox: 0.298879 loss_dfl: 0.188492 loss: 1.368065 eta: 2 days, 19:33:38 batch_cost: 1.9234 data_cost: 0.0010 ips: 24.9555 images/s [10/24 11:49:42] ppdet.engine INFO: Epoch: [96] [360/610] learning_rate: 0.229590 loss_vfl: 0.895405 loss_bbox: 0.295663 loss_dfl: 0.194860 loss: 1.372743 eta: 2 days, 19:32:59 batch_cost: 1.9539 data_cost: 0.0011 ips: 24.5658 images/s [10/24 11:50:26] ppdet.engine INFO: Epoch: [96] [380/610] learning_rate: 0.229546 loss_vfl: 0.879779 loss_bbox: 0.284714 loss_dfl: 0.183615 loss: 1.340129 eta: 2 days, 19:32:21 batch_cost: 2.0001 data_cost: 0.0012 ips: 23.9992 images/s [10/24 11:51:10] ppdet.engine INFO: Epoch: [96] [400/610] learning_rate: 0.229502 loss_vfl: 0.893583 loss_bbox: 0.309794 loss_dfl: 0.202714 loss: 1.397307 eta: 2 days, 19:31:43 batch_cost: 1.9736 data_cost: 0.0011 ips: 24.3208 images/s [10/24 11:51:54] ppdet.engine INFO: Epoch: [96] [420/610] learning_rate: 0.229459 loss_vfl: 0.890841 loss_bbox: 0.271590 loss_dfl: 0.187529 loss: 1.366268 eta: 2 days, 19:31:04 batch_cost: 1.9815 data_cost: 0.0010 ips: 24.2236 images/s [10/24 11:52:38] ppdet.engine INFO: Epoch: [96] [440/610] learning_rate: 0.229415 loss_vfl: 0.854397 loss_bbox: 0.318322 loss_dfl: 0.201860 loss: 1.390199 eta: 2 days, 19:30:25 batch_cost: 1.9507 data_cost: 0.0011 ips: 24.6062 images/s [10/24 11:53:21] ppdet.engine INFO: Epoch: [96] [460/610] learning_rate: 0.229371 loss_vfl: 0.865752 loss_bbox: 0.297977 loss_dfl: 0.194242 loss: 1.361612 eta: 2 days, 19:29:43 batch_cost: 1.9110 data_cost: 0.0011 ips: 25.1173 images/s [10/24 11:54:04] ppdet.engine INFO: Epoch: [96] [480/610] learning_rate: 0.229328 loss_vfl: 0.878242 loss_bbox: 0.286186 loss_dfl: 0.197054 loss: 1.383918 eta: 2 days, 19:29:02 batch_cost: 1.9183 data_cost: 0.0011 ips: 25.0223 images/s [10/24 11:54:47] ppdet.engine INFO: Epoch: [96] [500/610] learning_rate: 0.229284 loss_vfl: 0.878168 loss_bbox: 0.302411 loss_dfl: 0.194723 loss: 1.380633 eta: 2 days, 19:28:22 batch_cost: 1.9230 data_cost: 0.0017 ips: 24.9615 images/s [10/24 11:55:30] ppdet.engine INFO: Epoch: [96] [520/610] learning_rate: 0.229240 loss_vfl: 0.873202 loss_bbox: 0.305542 loss_dfl: 0.197788 loss: 1.367765 eta: 2 days, 19:27:43 batch_cost: 1.9783 data_cost: 0.0011 ips: 24.2630 images/s [10/24 11:56:14] ppdet.engine INFO: Epoch: [96] [540/610] learning_rate: 0.229197 loss_vfl: 0.874673 loss_bbox: 0.295481 loss_dfl: 0.191504 loss: 1.365975 eta: 2 days, 19:27:04 batch_cost: 1.9577 data_cost: 0.0010 ips: 24.5183 images/s [10/24 11:56:56] ppdet.engine INFO: Epoch: [96] [560/610] learning_rate: 0.229153 loss_vfl: 0.880121 loss_bbox: 0.324381 loss_dfl: 0.202054 loss: 1.416155 eta: 2 days, 19:26:24 batch_cost: 1.9318 data_cost: 0.0010 ips: 24.8477 images/s [10/24 11:57:38] ppdet.engine INFO: Epoch: [96] [580/610] learning_rate: 0.229109 loss_vfl: 0.892097 loss_bbox: 0.311896 loss_dfl: 0.194794 loss: 1.400049 eta: 2 days, 19:25:42 batch_cost: 1.8997 data_cost: 0.0010 ips: 25.2671 images/s [10/24 11:58:19] ppdet.engine INFO: Epoch: [96] [600/610] learning_rate: 0.229065 loss_vfl: 0.880560 loss_bbox: 0.302912 loss_dfl: 0.194149 loss: 1.386955 eta: 2 days, 19:24:57 batch_cost: 1.8301 data_cost: 0.0011 ips: 26.2280 images/s [10/24 11:58:53] ppdet.engine INFO: Epoch: [97] [ 0/610] learning_rate: 0.229043 loss_vfl: 0.871057 loss_bbox: 0.319340 loss_dfl: 0.204462 loss: 1.384957 eta: 2 days, 19:24:56 batch_cost: 2.3186 data_cost: 0.2870 ips: 20.7022 images/s [10/24 11:59:37] ppdet.engine INFO: Epoch: [97] [ 20/610] learning_rate: 0.229000 loss_vfl: 0.877450 loss_bbox: 0.304690 loss_dfl: 0.189680 loss: 1.358398 eta: 2 days, 19:24:19 batch_cost: 2.0050 data_cost: 0.0011 ips: 23.9399 images/s [10/24 12:00:20] ppdet.engine INFO: Epoch: [97] [ 40/610] learning_rate: 0.228956 loss_vfl: 0.872039 loss_bbox: 0.287009 loss_dfl: 0.182915 loss: 1.342622 eta: 2 days, 19:23:38 batch_cost: 1.9288 data_cost: 0.0010 ips: 24.8854 images/s [10/24 12:01:03] ppdet.engine INFO: Epoch: [97] [ 60/610] learning_rate: 0.228912 loss_vfl: 0.845224 loss_bbox: 0.302858 loss_dfl: 0.191680 loss: 1.351914 eta: 2 days, 19:22:58 batch_cost: 1.9361 data_cost: 0.0010 ips: 24.7916 images/s [10/24 12:01:47] ppdet.engine INFO: Epoch: [97] [ 80/610] learning_rate: 0.228868 loss_vfl: 0.884691 loss_bbox: 0.312358 loss_dfl: 0.196451 loss: 1.373573 eta: 2 days, 19:22:18 batch_cost: 1.9366 data_cost: 0.0010 ips: 24.7858 images/s [10/24 12:02:30] ppdet.engine INFO: Epoch: [97] [100/610] learning_rate: 0.228824 loss_vfl: 0.876821 loss_bbox: 0.301159 loss_dfl: 0.199851 loss: 1.374367 eta: 2 days, 19:21:39 batch_cost: 1.9765 data_cost: 0.0011 ips: 24.2848 images/s [10/24 12:03:14] ppdet.engine INFO: Epoch: [97] [120/610] learning_rate: 0.228781 loss_vfl: 0.874337 loss_bbox: 0.291481 loss_dfl: 0.192897 loss: 1.374921 eta: 2 days, 19:21:01 batch_cost: 1.9731 data_cost: 0.0011 ips: 24.3278 images/s [10/24 12:03:57] ppdet.engine INFO: Epoch: [97] [140/610] learning_rate: 0.228737 loss_vfl: 0.902258 loss_bbox: 0.300241 loss_dfl: 0.193219 loss: 1.398432 eta: 2 days, 19:20:20 batch_cost: 1.9312 data_cost: 0.0010 ips: 24.8551 images/s [10/24 12:04:40] ppdet.engine INFO: Epoch: [97] [160/610] learning_rate: 0.228693 loss_vfl: 0.892524 loss_bbox: 0.280114 loss_dfl: 0.190303 loss: 1.354045 eta: 2 days, 19:19:40 batch_cost: 1.9365 data_cost: 0.0011 ips: 24.7868 images/s [10/24 12:05:23] ppdet.engine INFO: Epoch: [97] [180/610] learning_rate: 0.228649 loss_vfl: 0.873699 loss_bbox: 0.303255 loss_dfl: 0.195769 loss: 1.359951 eta: 2 days, 19:18:59 batch_cost: 1.9125 data_cost: 0.0011 ips: 25.0982 images/s [10/24 12:06:06] ppdet.engine INFO: Epoch: [97] [200/610] learning_rate: 0.228605 loss_vfl: 0.881557 loss_bbox: 0.306194 loss_dfl: 0.199860 loss: 1.383655 eta: 2 days, 19:18:19 batch_cost: 1.9452 data_cost: 0.0011 ips: 24.6757 images/s [10/24 12:06:49] ppdet.engine INFO: Epoch: [97] [220/610] learning_rate: 0.228561 loss_vfl: 0.854886 loss_bbox: 0.308092 loss_dfl: 0.195213 loss: 1.367551 eta: 2 days, 19:17:38 batch_cost: 1.9118 data_cost: 0.0011 ips: 25.1069 images/s [10/24 12:07:33] ppdet.engine INFO: Epoch: [97] [240/610] learning_rate: 0.228517 loss_vfl: 0.881345 loss_bbox: 0.295728 loss_dfl: 0.188460 loss: 1.356132 eta: 2 days, 19:16:59 batch_cost: 1.9694 data_cost: 0.0010 ips: 24.3726 images/s [10/24 12:08:15] ppdet.engine INFO: Epoch: [97] [260/610] learning_rate: 0.228474 loss_vfl: 0.880435 loss_bbox: 0.307339 loss_dfl: 0.194855 loss: 1.400217 eta: 2 days, 19:16:18 batch_cost: 1.9096 data_cost: 0.0010 ips: 25.1360 images/s [10/24 12:08:58] ppdet.engine INFO: Epoch: [97] [280/610] learning_rate: 0.228430 loss_vfl: 0.884529 loss_bbox: 0.310386 loss_dfl: 0.194177 loss: 1.366357 eta: 2 days, 19:15:37 batch_cost: 1.9161 data_cost: 0.0011 ips: 25.0504 images/s [10/24 12:09:42] ppdet.engine INFO: Epoch: [97] [300/610] learning_rate: 0.228386 loss_vfl: 0.881127 loss_bbox: 0.290511 loss_dfl: 0.195303 loss: 1.369402 eta: 2 days, 19:14:58 batch_cost: 1.9690 data_cost: 0.0011 ips: 24.3776 images/s [10/24 12:10:25] ppdet.engine INFO: Epoch: [97] [320/610] learning_rate: 0.228342 loss_vfl: 0.877227 loss_bbox: 0.308512 loss_dfl: 0.193378 loss: 1.383681 eta: 2 days, 19:14:19 batch_cost: 1.9626 data_cost: 0.0011 ips: 24.4579 images/s [10/24 12:11:08] ppdet.engine INFO: Epoch: [97] [340/610] learning_rate: 0.228298 loss_vfl: 0.897781 loss_bbox: 0.276913 loss_dfl: 0.188132 loss: 1.365154 eta: 2 days, 19:13:39 batch_cost: 1.9451 data_cost: 0.0011 ips: 24.6769 images/s [10/24 12:11:52] ppdet.engine INFO: Epoch: [97] [360/610] learning_rate: 0.228254 loss_vfl: 0.883805 loss_bbox: 0.322889 loss_dfl: 0.203992 loss: 1.411300 eta: 2 days, 19:13:01 batch_cost: 1.9873 data_cost: 0.0011 ips: 24.1533 images/s [10/24 12:12:35] ppdet.engine INFO: Epoch: [97] [380/610] learning_rate: 0.228210 loss_vfl: 0.887035 loss_bbox: 0.290476 loss_dfl: 0.188449 loss: 1.374251 eta: 2 days, 19:12:21 batch_cost: 1.9256 data_cost: 0.0010 ips: 24.9274 images/s [10/24 12:13:19] ppdet.engine INFO: Epoch: [97] [400/610] learning_rate: 0.228166 loss_vfl: 0.880865 loss_bbox: 0.275674 loss_dfl: 0.185326 loss: 1.368926 eta: 2 days, 19:11:42 batch_cost: 1.9655 data_cost: 0.0047 ips: 24.4211 images/s [10/24 12:14:02] ppdet.engine INFO: Epoch: [97] [420/610] learning_rate: 0.228122 loss_vfl: 0.867010 loss_bbox: 0.329373 loss_dfl: 0.204305 loss: 1.394070 eta: 2 days, 19:11:04 batch_cost: 1.9874 data_cost: 0.0011 ips: 24.1521 images/s [10/24 12:14:45] ppdet.engine INFO: Epoch: [97] [440/610] learning_rate: 0.228078 loss_vfl: 0.876811 loss_bbox: 0.297167 loss_dfl: 0.193623 loss: 1.375347 eta: 2 days, 19:10:22 batch_cost: 1.8978 data_cost: 0.0010 ips: 25.2920 images/s [10/24 12:15:29] ppdet.engine INFO: Epoch: [97] [460/610] learning_rate: 0.228034 loss_vfl: 0.881950 loss_bbox: 0.290572 loss_dfl: 0.191348 loss: 1.368224 eta: 2 days, 19:09:43 batch_cost: 1.9609 data_cost: 0.0010 ips: 24.4785 images/s [10/24 12:16:12] ppdet.engine INFO: Epoch: [97] [480/610] learning_rate: 0.227990 loss_vfl: 0.867006 loss_bbox: 0.289873 loss_dfl: 0.193781 loss: 1.359967 eta: 2 days, 19:09:04 batch_cost: 1.9757 data_cost: 0.0010 ips: 24.2949 images/s [10/24 12:16:55] ppdet.engine INFO: Epoch: [97] [500/610] learning_rate: 0.227946 loss_vfl: 0.881520 loss_bbox: 0.301150 loss_dfl: 0.191210 loss: 1.380077 eta: 2 days, 19:08:23 batch_cost: 1.9216 data_cost: 0.0010 ips: 24.9788 images/s [10/24 12:17:38] ppdet.engine INFO: Epoch: [97] [520/610] learning_rate: 0.227902 loss_vfl: 0.864080 loss_bbox: 0.310363 loss_dfl: 0.199440 loss: 1.382149 eta: 2 days, 19:07:44 batch_cost: 1.9670 data_cost: 0.0011 ips: 24.4021 images/s [10/24 12:18:21] ppdet.engine INFO: Epoch: [97] [540/610] learning_rate: 0.227858 loss_vfl: 0.884098 loss_bbox: 0.305084 loss_dfl: 0.192591 loss: 1.388399 eta: 2 days, 19:07:03 batch_cost: 1.8999 data_cost: 0.0063 ips: 25.2645 images/s [10/24 12:19:03] ppdet.engine INFO: Epoch: [97] [560/610] learning_rate: 0.227814 loss_vfl: 0.864272 loss_bbox: 0.309773 loss_dfl: 0.195456 loss: 1.352700 eta: 2 days, 19:06:22 batch_cost: 1.9200 data_cost: 0.0010 ips: 25.0002 images/s [10/24 12:19:47] ppdet.engine INFO: Epoch: [97] [580/610] learning_rate: 0.227770 loss_vfl: 0.884159 loss_bbox: 0.310312 loss_dfl: 0.199901 loss: 1.384169 eta: 2 days, 19:05:42 batch_cost: 1.9527 data_cost: 0.0011 ips: 24.5817 images/s [10/24 12:20:29] ppdet.engine INFO: Epoch: [97] [600/610] learning_rate: 0.227726 loss_vfl: 0.894135 loss_bbox: 0.296527 loss_dfl: 0.196273 loss: 1.372514 eta: 2 days, 19:05:01 batch_cost: 1.9135 data_cost: 0.0011 ips: 25.0844 images/s [10/24 12:21:02] ppdet.engine INFO: Epoch: [98] [ 0/610] learning_rate: 0.227704 loss_vfl: 0.877513 loss_bbox: 0.310700 loss_dfl: 0.201935 loss: 1.367044 eta: 2 days, 19:04:59 batch_cost: 2.3176 data_cost: 0.2845 ips: 20.7115 images/s [10/24 12:21:46] ppdet.engine INFO: Epoch: [98] [ 20/610] learning_rate: 0.227660 loss_vfl: 0.857270 loss_bbox: 0.295106 loss_dfl: 0.193179 loss: 1.356727 eta: 2 days, 19:04:20 batch_cost: 1.9701 data_cost: 0.0012 ips: 24.3637 images/s [10/24 12:22:28] ppdet.engine INFO: Epoch: [98] [ 40/610] learning_rate: 0.227616 loss_vfl: 0.868930 loss_bbox: 0.315799 loss_dfl: 0.193983 loss: 1.379600 eta: 2 days, 19:03:41 batch_cost: 1.9469 data_cost: 0.0011 ips: 24.6548 images/s [10/24 12:23:13] ppdet.engine INFO: Epoch: [98] [ 60/610] learning_rate: 0.227572 loss_vfl: 0.868774 loss_bbox: 0.298908 loss_dfl: 0.194081 loss: 1.364976 eta: 2 days, 19:03:02 batch_cost: 1.9789 data_cost: 0.0011 ips: 24.2554 images/s [10/24 12:23:56] ppdet.engine INFO: Epoch: [98] [ 80/610] learning_rate: 0.227528 loss_vfl: 0.859545 loss_bbox: 0.297384 loss_dfl: 0.191517 loss: 1.352164 eta: 2 days, 19:02:23 batch_cost: 1.9602 data_cost: 0.0011 ips: 24.4871 images/s [10/24 12:24:40] ppdet.engine INFO: Epoch: [98] [100/610] learning_rate: 0.227484 loss_vfl: 0.881828 loss_bbox: 0.307656 loss_dfl: 0.204685 loss: 1.388763 eta: 2 days, 19:01:46 batch_cost: 2.0053 data_cost: 0.0010 ips: 23.9364 images/s [10/24 12:25:23] ppdet.engine INFO: Epoch: [98] [120/610] learning_rate: 0.227440 loss_vfl: 0.865399 loss_bbox: 0.285975 loss_dfl: 0.192047 loss: 1.349215 eta: 2 days, 19:01:07 batch_cost: 1.9576 data_cost: 0.0011 ips: 24.5198 images/s [10/24 12:26:06] ppdet.engine INFO: Epoch: [98] [140/610] learning_rate: 0.227395 loss_vfl: 0.891033 loss_bbox: 0.294057 loss_dfl: 0.195059 loss: 1.381607 eta: 2 days, 19:00:26 batch_cost: 1.9376 data_cost: 0.0011 ips: 24.7730 images/s [10/24 12:26:50] ppdet.engine INFO: Epoch: [98] [160/610] learning_rate: 0.227351 loss_vfl: 0.865584 loss_bbox: 0.311780 loss_dfl: 0.196374 loss: 1.372631 eta: 2 days, 18:59:46 batch_cost: 1.9363 data_cost: 0.0010 ips: 24.7896 images/s [10/24 12:27:33] ppdet.engine INFO: Epoch: [98] [180/610] learning_rate: 0.227307 loss_vfl: 0.886474 loss_bbox: 0.288328 loss_dfl: 0.184209 loss: 1.355286 eta: 2 days, 18:59:07 batch_cost: 1.9536 data_cost: 0.0011 ips: 24.5706 images/s [10/24 12:28:17] ppdet.engine INFO: Epoch: [98] [200/610] learning_rate: 0.227263 loss_vfl: 0.869156 loss_bbox: 0.296688 loss_dfl: 0.190697 loss: 1.364989 eta: 2 days, 18:58:29 batch_cost: 1.9872 data_cost: 0.0011 ips: 24.1540 images/s [10/24 12:29:01] ppdet.engine INFO: Epoch: [98] [220/610] learning_rate: 0.227219 loss_vfl: 0.874444 loss_bbox: 0.320104 loss_dfl: 0.196857 loss: 1.392407 eta: 2 days, 18:57:50 batch_cost: 1.9732 data_cost: 0.0012 ips: 24.3262 images/s [10/24 12:29:44] ppdet.engine INFO: Epoch: [98] [240/610] learning_rate: 0.227175 loss_vfl: 0.872156 loss_bbox: 0.288162 loss_dfl: 0.190629 loss: 1.344597 eta: 2 days, 18:57:09 batch_cost: 1.9037 data_cost: 0.0011 ips: 25.2140 images/s [10/24 12:30:27] ppdet.engine INFO: Epoch: [98] [260/610] learning_rate: 0.227131 loss_vfl: 0.887764 loss_bbox: 0.317113 loss_dfl: 0.204893 loss: 1.415342 eta: 2 days, 18:56:28 batch_cost: 1.9332 data_cost: 0.0012 ips: 24.8299 images/s [10/24 12:31:09] ppdet.engine INFO: Epoch: [98] [280/610] learning_rate: 0.227086 loss_vfl: 0.890156 loss_bbox: 0.288999 loss_dfl: 0.184591 loss: 1.359012 eta: 2 days, 18:55:48 batch_cost: 1.9266 data_cost: 0.0011 ips: 24.9143 images/s [10/24 12:31:52] ppdet.engine INFO: Epoch: [98] [300/610] learning_rate: 0.227042 loss_vfl: 0.877025 loss_bbox: 0.293458 loss_dfl: 0.193667 loss: 1.357681 eta: 2 days, 18:55:07 batch_cost: 1.9269 data_cost: 0.0011 ips: 24.9107 images/s [10/24 12:32:36] ppdet.engine INFO: Epoch: [98] [320/610] learning_rate: 0.226998 loss_vfl: 0.877795 loss_bbox: 0.286181 loss_dfl: 0.185286 loss: 1.347181 eta: 2 days, 18:54:28 batch_cost: 1.9645 data_cost: 0.0011 ips: 24.4334 images/s [10/24 12:33:19] ppdet.engine INFO: Epoch: [98] [340/610] learning_rate: 0.226954 loss_vfl: 0.881963 loss_bbox: 0.296843 loss_dfl: 0.197064 loss: 1.381386 eta: 2 days, 18:53:50 batch_cost: 1.9748 data_cost: 0.0011 ips: 24.3067 images/s [10/24 12:34:01] ppdet.engine INFO: Epoch: [98] [360/610] learning_rate: 0.226910 loss_vfl: 0.893514 loss_bbox: 0.311644 loss_dfl: 0.193844 loss: 1.409373 eta: 2 days, 18:53:08 batch_cost: 1.8912 data_cost: 0.0011 ips: 25.3805 images/s [10/24 12:34:44] ppdet.engine INFO: Epoch: [98] [380/610] learning_rate: 0.226865 loss_vfl: 0.866033 loss_bbox: 0.304943 loss_dfl: 0.191684 loss: 1.378449 eta: 2 days, 18:52:26 batch_cost: 1.9139 data_cost: 0.0011 ips: 25.0801 images/s [10/24 12:35:26] ppdet.engine INFO: Epoch: [98] [400/610] learning_rate: 0.226821 loss_vfl: 0.883100 loss_bbox: 0.284752 loss_dfl: 0.185471 loss: 1.362770 eta: 2 days, 18:51:46 batch_cost: 1.9307 data_cost: 0.0011 ips: 24.8620 images/s [10/24 12:36:10] ppdet.engine INFO: Epoch: [98] [420/610] learning_rate: 0.226777 loss_vfl: 0.878341 loss_bbox: 0.281676 loss_dfl: 0.191651 loss: 1.353289 eta: 2 days, 18:51:08 batch_cost: 1.9831 data_cost: 0.0011 ips: 24.2043 images/s [10/24 12:36:52] ppdet.engine INFO: Epoch: [98] [440/610] learning_rate: 0.226733 loss_vfl: 0.879432 loss_bbox: 0.312801 loss_dfl: 0.196456 loss: 1.369591 eta: 2 days, 18:50:27 batch_cost: 1.9258 data_cost: 0.0011 ips: 24.9251 images/s [10/24 12:37:36] ppdet.engine INFO: Epoch: [98] [460/610] learning_rate: 0.226688 loss_vfl: 0.872024 loss_bbox: 0.322680 loss_dfl: 0.195194 loss: 1.387607 eta: 2 days, 18:49:49 batch_cost: 1.9846 data_cost: 0.0016 ips: 24.1861 images/s [10/24 12:38:19] ppdet.engine INFO: Epoch: [98] [480/610] learning_rate: 0.226644 loss_vfl: 0.890173 loss_bbox: 0.281485 loss_dfl: 0.187017 loss: 1.363551 eta: 2 days, 18:49:09 batch_cost: 1.9498 data_cost: 0.0010 ips: 24.6183 images/s [10/24 12:39:01] ppdet.engine INFO: Epoch: [98] [500/610] learning_rate: 0.226600 loss_vfl: 0.868122 loss_bbox: 0.292550 loss_dfl: 0.190563 loss: 1.348381 eta: 2 days, 18:48:27 batch_cost: 1.8700 data_cost: 0.0011 ips: 25.6683 images/s [10/24 12:39:45] ppdet.engine INFO: Epoch: [98] [520/610] learning_rate: 0.226556 loss_vfl: 0.876505 loss_bbox: 0.317465 loss_dfl: 0.200667 loss: 1.417640 eta: 2 days, 18:47:49 batch_cost: 2.0032 data_cost: 0.0013 ips: 23.9612 images/s [10/24 12:40:29] ppdet.engine INFO: Epoch: [98] [540/610] learning_rate: 0.226511 loss_vfl: 0.889393 loss_bbox: 0.313768 loss_dfl: 0.198517 loss: 1.370726 eta: 2 days, 18:47:11 batch_cost: 1.9969 data_cost: 0.0010 ips: 24.0376 images/s [10/24 12:41:13] ppdet.engine INFO: Epoch: [98] [560/610] learning_rate: 0.226467 loss_vfl: 0.878059 loss_bbox: 0.297318 loss_dfl: 0.190181 loss: 1.364932 eta: 2 days, 18:46:32 batch_cost: 1.9570 data_cost: 0.0011 ips: 24.5271 images/s [10/24 12:41:56] ppdet.engine INFO: Epoch: [98] [580/610] learning_rate: 0.226423 loss_vfl: 0.874114 loss_bbox: 0.304778 loss_dfl: 0.201889 loss: 1.367225 eta: 2 days, 18:45:53 batch_cost: 1.9526 data_cost: 0.0010 ips: 24.5830 images/s [10/24 12:42:38] ppdet.engine INFO: Epoch: [98] [600/610] learning_rate: 0.226378 loss_vfl: 0.893100 loss_bbox: 0.300260 loss_dfl: 0.188493 loss: 1.384579 eta: 2 days, 18:45:11 batch_cost: 1.8922 data_cost: 0.0011 ips: 25.3668 images/s [10/24 12:43:11] ppdet.engine INFO: Epoch: [99] [ 0/610] learning_rate: 0.226356 loss_vfl: 0.882203 loss_bbox: 0.291902 loss_dfl: 0.191227 loss: 1.382643 eta: 2 days, 18:45:09 batch_cost: 2.3516 data_cost: 0.3289 ips: 20.4120 images/s [10/24 12:43:55] ppdet.engine INFO: Epoch: [99] [ 20/610] learning_rate: 0.226312 loss_vfl: 0.882649 loss_bbox: 0.278075 loss_dfl: 0.184087 loss: 1.367201 eta: 2 days, 18:44:31 batch_cost: 1.9872 data_cost: 0.0010 ips: 24.1545 images/s [10/24 12:44:39] ppdet.engine INFO: Epoch: [99] [ 40/610] learning_rate: 0.226268 loss_vfl: 0.871799 loss_bbox: 0.297550 loss_dfl: 0.193745 loss: 1.362682 eta: 2 days, 18:43:52 batch_cost: 1.9613 data_cost: 0.0011 ips: 24.4737 images/s [10/24 12:45:22] ppdet.engine INFO: Epoch: [99] [ 60/610] learning_rate: 0.226223 loss_vfl: 0.873482 loss_bbox: 0.295074 loss_dfl: 0.184519 loss: 1.351299 eta: 2 days, 18:43:14 batch_cost: 1.9771 data_cost: 0.0010 ips: 24.2775 images/s [10/24 12:46:06] ppdet.engine INFO: Epoch: [99] [ 80/610] learning_rate: 0.226179 loss_vfl: 0.864965 loss_bbox: 0.290558 loss_dfl: 0.189682 loss: 1.352117 eta: 2 days, 18:42:35 batch_cost: 1.9860 data_cost: 0.0010 ips: 24.1692 images/s [10/24 12:46:50] ppdet.engine INFO: Epoch: [99] [100/610] learning_rate: 0.226134 loss_vfl: 0.887404 loss_bbox: 0.279464 loss_dfl: 0.188716 loss: 1.350759 eta: 2 days, 18:41:56 batch_cost: 1.9456 data_cost: 0.0011 ips: 24.6712 images/s [10/24 12:47:33] ppdet.engine INFO: Epoch: [99] [120/610] learning_rate: 0.226090 loss_vfl: 0.873847 loss_bbox: 0.302797 loss_dfl: 0.193848 loss: 1.380026 eta: 2 days, 18:41:15 batch_cost: 1.9337 data_cost: 0.0010 ips: 24.8229 images/s [10/24 12:48:16] ppdet.engine INFO: Epoch: [99] [140/610] learning_rate: 0.226046 loss_vfl: 0.868808 loss_bbox: 0.284339 loss_dfl: 0.192918 loss: 1.368076 eta: 2 days, 18:40:36 batch_cost: 1.9534 data_cost: 0.0010 ips: 24.5725 images/s [10/24 12:48:59] ppdet.engine INFO: Epoch: [99] [160/610] learning_rate: 0.226001 loss_vfl: 0.882713 loss_bbox: 0.323587 loss_dfl: 0.199626 loss: 1.395507 eta: 2 days, 18:39:56 batch_cost: 1.9435 data_cost: 0.0011 ips: 24.6978 images/s [10/24 12:49:43] ppdet.engine INFO: Epoch: [99] [180/610] learning_rate: 0.225957 loss_vfl: 0.854746 loss_bbox: 0.312829 loss_dfl: 0.191692 loss: 1.388433 eta: 2 days, 18:39:16 batch_cost: 1.9513 data_cost: 0.0010 ips: 24.5984 images/s [10/24 12:50:26] ppdet.engine INFO: Epoch: [99] [200/610] learning_rate: 0.225912 loss_vfl: 0.869395 loss_bbox: 0.305784 loss_dfl: 0.197413 loss: 1.349287 eta: 2 days, 18:38:37 batch_cost: 1.9456 data_cost: 0.0011 ips: 24.6707 images/s [10/24 12:51:09] ppdet.engine INFO: Epoch: [99] [220/610] learning_rate: 0.225868 loss_vfl: 0.872767 loss_bbox: 0.300223 loss_dfl: 0.195353 loss: 1.379938 eta: 2 days, 18:37:56 batch_cost: 1.9312 data_cost: 0.0011 ips: 24.8547 images/s [10/24 12:51:52] ppdet.engine INFO: Epoch: [99] [240/610] learning_rate: 0.225824 loss_vfl: 0.869466 loss_bbox: 0.292420 loss_dfl: 0.188390 loss: 1.336848 eta: 2 days, 18:37:16 batch_cost: 1.9233 data_cost: 0.0011 ips: 24.9577 images/s [10/24 12:52:36] ppdet.engine INFO: Epoch: [99] [260/610] learning_rate: 0.225779 loss_vfl: 0.877776 loss_bbox: 0.305417 loss_dfl: 0.196255 loss: 1.385246 eta: 2 days, 18:36:39 batch_cost: 2.0302 data_cost: 0.0011 ips: 23.6430 images/s [10/24 12:53:20] ppdet.engine INFO: Epoch: [99] [280/610] learning_rate: 0.225735 loss_vfl: 0.879195 loss_bbox: 0.283744 loss_dfl: 0.186373 loss: 1.335190 eta: 2 days, 18:36:00 batch_cost: 1.9602 data_cost: 0.0011 ips: 24.4875 images/s [10/24 12:54:03] ppdet.engine INFO: Epoch: [99] [300/610] learning_rate: 0.225690 loss_vfl: 0.878952 loss_bbox: 0.281094 loss_dfl: 0.189474 loss: 1.340252 eta: 2 days, 18:35:21 batch_cost: 1.9530 data_cost: 0.0011 ips: 24.5777 images/s [10/24 12:54:45] ppdet.engine INFO: Epoch: [99] [320/610] learning_rate: 0.225646 loss_vfl: 0.867041 loss_bbox: 0.299530 loss_dfl: 0.191931 loss: 1.348778 eta: 2 days, 18:34:39 batch_cost: 1.9112 data_cost: 0.0011 ips: 25.1147 images/s [10/24 12:55:29] ppdet.engine INFO: Epoch: [99] [340/610] learning_rate: 0.225601 loss_vfl: 0.880500 loss_bbox: 0.283655 loss_dfl: 0.183098 loss: 1.357258 eta: 2 days, 18:34:03 batch_cost: 2.0240 data_cost: 0.0011 ips: 23.7156 images/s [10/24 12:56:12] ppdet.engine INFO: Epoch: [99] [360/610] learning_rate: 0.225557 loss_vfl: 0.879557 loss_bbox: 0.286707 loss_dfl: 0.192883 loss: 1.364012 eta: 2 days, 18:33:23 batch_cost: 1.9542 data_cost: 0.0011 ips: 24.5622 images/s [10/24 12:56:55] ppdet.engine INFO: Epoch: [99] [380/610] learning_rate: 0.225512 loss_vfl: 0.855505 loss_bbox: 0.324501 loss_dfl: 0.197551 loss: 1.386130 eta: 2 days, 18:32:44 batch_cost: 1.9432 data_cost: 0.0011 ips: 24.7017 images/s [10/24 12:57:40] ppdet.engine INFO: Epoch: [99] [400/610] learning_rate: 0.225468 loss_vfl: 0.884350 loss_bbox: 0.299529 loss_dfl: 0.194212 loss: 1.371200 eta: 2 days, 18:32:05 batch_cost: 1.9723 data_cost: 0.0011 ips: 24.3370 images/s [10/24 12:58:23] ppdet.engine INFO: Epoch: [99] [420/610] learning_rate: 0.225423 loss_vfl: 0.866971 loss_bbox: 0.301540 loss_dfl: 0.191614 loss: 1.390316 eta: 2 days, 18:31:25 batch_cost: 1.9432 data_cost: 0.0011 ips: 24.7020 images/s [10/24 12:59:05] ppdet.engine INFO: Epoch: [99] [440/610] learning_rate: 0.225379 loss_vfl: 0.884134 loss_bbox: 0.291735 loss_dfl: 0.192046 loss: 1.383837 eta: 2 days, 18:30:44 batch_cost: 1.9143 data_cost: 0.0011 ips: 25.0738 images/s [10/24 12:59:49] ppdet.engine INFO: Epoch: [99] [460/610] learning_rate: 0.225334 loss_vfl: 0.879842 loss_bbox: 0.304198 loss_dfl: 0.201954 loss: 1.379076 eta: 2 days, 18:30:05 batch_cost: 1.9688 data_cost: 0.0011 ips: 24.3801 images/s [10/24 13:00:32] ppdet.engine INFO: Epoch: [99] [480/610] learning_rate: 0.225290 loss_vfl: 0.858922 loss_bbox: 0.316677 loss_dfl: 0.196335 loss: 1.383528 eta: 2 days, 18:29:26 batch_cost: 1.9536 data_cost: 0.0011 ips: 24.5696 images/s [10/24 13:01:16] ppdet.engine INFO: Epoch: [99] [500/610] learning_rate: 0.225245 loss_vfl: 0.873719 loss_bbox: 0.299484 loss_dfl: 0.196357 loss: 1.400851 eta: 2 days, 18:28:47 batch_cost: 1.9643 data_cost: 0.0011 ips: 24.4362 images/s [10/24 13:01:59] ppdet.engine INFO: Epoch: [99] [520/610] learning_rate: 0.225201 loss_vfl: 0.886309 loss_bbox: 0.296916 loss_dfl: 0.189082 loss: 1.371765 eta: 2 days, 18:28:07 batch_cost: 1.9475 data_cost: 0.0011 ips: 24.6468 images/s [10/24 13:02:42] ppdet.engine INFO: Epoch: [99] [540/610] learning_rate: 0.225156 loss_vfl: 0.874012 loss_bbox: 0.288298 loss_dfl: 0.190638 loss: 1.362636 eta: 2 days, 18:27:27 batch_cost: 1.9485 data_cost: 0.0011 ips: 24.6346 images/s [10/24 13:03:25] ppdet.engine INFO: Epoch: [99] [560/610] learning_rate: 0.225111 loss_vfl: 0.866703 loss_bbox: 0.293422 loss_dfl: 0.189781 loss: 1.344388 eta: 2 days, 18:26:48 batch_cost: 1.9526 data_cost: 0.0011 ips: 24.5826 images/s [10/24 13:04:07] ppdet.engine INFO: Epoch: [99] [580/610] learning_rate: 0.225067 loss_vfl: 0.887151 loss_bbox: 0.289192 loss_dfl: 0.186717 loss: 1.387789 eta: 2 days, 18:26:07 batch_cost: 1.9096 data_cost: 0.0010 ips: 25.1356 images/s [10/24 13:04:49] ppdet.engine INFO: Epoch: [99] [600/610] learning_rate: 0.225022 loss_vfl: 0.862437 loss_bbox: 0.294322 loss_dfl: 0.194282 loss: 1.359788 eta: 2 days, 18:25:24 batch_cost: 1.8766 data_cost: 0.0011 ips: 25.5788 images/s [10/24 13:05:09] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/24 13:05:10] ppdet.engine INFO: Eval iter: 0 [10/24 13:05:41] ppdet.engine INFO: Eval iter: 100 [10/24 13:06:04] ppdet.engine INFO: Eval iter: 200 [10/24 13:06:26] ppdet.engine INFO: Eval iter: 300 [10/24 13:06:48] ppdet.engine INFO: Eval iter: 400 [10/24 13:07:11] ppdet.engine INFO: Eval iter: 500 [10/24 13:07:33] ppdet.engine INFO: Eval iter: 600 [10/24 13:07:52] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.88s) creating index... index created! [10/24 13:07:53] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.53s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=97.75s). Accumulating evaluation results... DONE (t=17.06s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.339 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.493 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.359 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 ] = 0.362 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.546 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.293 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.467 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 ] = 0.223 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.744 [10/24 13:09:54] ppdet.engine INFO: Total sample number: 4952, averge FPS: 33.22148137604621 [10/24 13:09:54] ppdet.engine INFO: Best test bbox ap is 0.339. [10/24 13:09:54] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/24 13:09:56] ppdet.engine INFO: Epoch: [100] [ 0/610] learning_rate: 0.225000 loss_vfl: 0.871315 loss_bbox: 0.300495 loss_dfl: 0.193948 loss: 1.377322 eta: 2 days, 18:25:01 batch_cost: 1.7747 data_cost: 0.0011 ips: 27.0472 images/s [10/24 13:10:40] ppdet.engine INFO: Epoch: [100] [ 20/610] learning_rate: 0.224955 loss_vfl: 0.866417 loss_bbox: 0.306822 loss_dfl: 0.191785 loss: 1.367539 eta: 2 days, 18:24:22 batch_cost: 1.9728 data_cost: 0.0011 ips: 24.3307 images/s [10/24 13:11:23] ppdet.engine INFO: Epoch: [100] [ 40/610] learning_rate: 0.224911 loss_vfl: 0.878071 loss_bbox: 0.304796 loss_dfl: 0.193841 loss: 1.373726 eta: 2 days, 18:23:43 batch_cost: 1.9731 data_cost: 0.0010 ips: 24.3273 images/s [10/24 13:12:07] ppdet.engine INFO: Epoch: [100] [ 60/610] learning_rate: 0.224866 loss_vfl: 0.874518 loss_bbox: 0.302221 loss_dfl: 0.199183 loss: 1.377146 eta: 2 days, 18:23:04 batch_cost: 1.9682 data_cost: 0.0010 ips: 24.3883 images/s [10/24 13:12:51] ppdet.engine INFO: Epoch: [100] [ 80/610] learning_rate: 0.224822 loss_vfl: 0.885106 loss_bbox: 0.292819 loss_dfl: 0.191121 loss: 1.368950 eta: 2 days, 18:22:26 batch_cost: 1.9789 data_cost: 0.0010 ips: 24.2555 images/s [10/24 13:13:34] ppdet.engine INFO: Epoch: [100] [100/610] learning_rate: 0.224777 loss_vfl: 0.877692 loss_bbox: 0.300332 loss_dfl: 0.189385 loss: 1.377118 eta: 2 days, 18:21:48 batch_cost: 1.9786 data_cost: 0.0010 ips: 24.2593 images/s [10/24 13:14:18] ppdet.engine INFO: Epoch: [100] [120/610] learning_rate: 0.224732 loss_vfl: 0.874689 loss_bbox: 0.295700 loss_dfl: 0.188919 loss: 1.365763 eta: 2 days, 18:21:08 batch_cost: 1.9589 data_cost: 0.0010 ips: 24.5041 images/s [10/24 13:15:01] ppdet.engine INFO: Epoch: [100] [140/610] learning_rate: 0.224688 loss_vfl: 0.903781 loss_bbox: 0.288892 loss_dfl: 0.199133 loss: 1.391006 eta: 2 days, 18:20:31 batch_cost: 1.9989 data_cost: 0.0010 ips: 24.0127 images/s [10/24 13:15:44] ppdet.engine INFO: Epoch: [100] [160/610] learning_rate: 0.224643 loss_vfl: 0.855120 loss_bbox: 0.309889 loss_dfl: 0.192001 loss: 1.358150 eta: 2 days, 18:19:50 batch_cost: 1.9207 data_cost: 0.0010 ips: 24.9911 images/s [10/24 13:16:27] ppdet.engine INFO: Epoch: [100] [180/610] learning_rate: 0.224598 loss_vfl: 0.867233 loss_bbox: 0.333746 loss_dfl: 0.198626 loss: 1.396910 eta: 2 days, 18:19:12 batch_cost: 1.9835 data_cost: 0.0010 ips: 24.1998 images/s [10/24 13:17:11] ppdet.engine INFO: Epoch: [100] [200/610] learning_rate: 0.224554 loss_vfl: 0.875356 loss_bbox: 0.296563 loss_dfl: 0.189622 loss: 1.366720 eta: 2 days, 18:18:32 batch_cost: 1.9477 data_cost: 0.0010 ips: 24.6439 images/s [10/24 13:17:55] ppdet.engine INFO: Epoch: [100] [220/610] learning_rate: 0.224509 loss_vfl: 0.875266 loss_bbox: 0.290973 loss_dfl: 0.190968 loss: 1.373740 eta: 2 days, 18:17:53 batch_cost: 1.9736 data_cost: 0.0011 ips: 24.3213 images/s [10/24 13:18:39] ppdet.engine INFO: Epoch: [100] [240/610] learning_rate: 0.224464 loss_vfl: 0.873032 loss_bbox: 0.290753 loss_dfl: 0.187268 loss: 1.334661 eta: 2 days, 18:17:16 batch_cost: 2.0195 data_cost: 0.0010 ips: 23.7678 images/s [10/24 13:19:23] ppdet.engine INFO: Epoch: [100] [260/610] learning_rate: 0.224419 loss_vfl: 0.864835 loss_bbox: 0.323239 loss_dfl: 0.196163 loss: 1.371250 eta: 2 days, 18:16:39 batch_cost: 2.0040 data_cost: 0.0011 ips: 23.9522 images/s [10/24 13:20:07] ppdet.engine INFO: Epoch: [100] [280/610] learning_rate: 0.224375 loss_vfl: 0.872953 loss_bbox: 0.295689 loss_dfl: 0.195537 loss: 1.374596 eta: 2 days, 18:16:00 batch_cost: 1.9614 data_cost: 0.0010 ips: 24.4729 images/s [10/24 13:20:50] ppdet.engine INFO: Epoch: [100] [300/610] learning_rate: 0.224330 loss_vfl: 0.884195 loss_bbox: 0.294477 loss_dfl: 0.190455 loss: 1.365463 eta: 2 days, 18:15:21 batch_cost: 1.9752 data_cost: 0.0011 ips: 24.3011 images/s [10/24 13:21:33] ppdet.engine INFO: Epoch: [100] [320/610] learning_rate: 0.224285 loss_vfl: 0.864929 loss_bbox: 0.287261 loss_dfl: 0.190980 loss: 1.344423 eta: 2 days, 18:14:40 batch_cost: 1.9114 data_cost: 0.0010 ips: 25.1122 images/s [10/24 13:22:16] ppdet.engine INFO: Epoch: [100] [340/610] learning_rate: 0.224240 loss_vfl: 0.875409 loss_bbox: 0.319211 loss_dfl: 0.205291 loss: 1.401160 eta: 2 days, 18:14:00 batch_cost: 1.9472 data_cost: 0.0010 ips: 24.6507 images/s [10/24 13:22:59] ppdet.engine INFO: Epoch: [100] [360/610] learning_rate: 0.224196 loss_vfl: 0.869996 loss_bbox: 0.309993 loss_dfl: 0.198737 loss: 1.390861 eta: 2 days, 18:13:21 batch_cost: 1.9448 data_cost: 0.0011 ips: 24.6815 images/s [10/24 13:23:42] ppdet.engine INFO: Epoch: [100] [380/610] learning_rate: 0.224151 loss_vfl: 0.892227 loss_bbox: 0.300430 loss_dfl: 0.195740 loss: 1.395989 eta: 2 days, 18:12:41 batch_cost: 1.9433 data_cost: 0.0010 ips: 24.7001 images/s [10/24 13:24:25] ppdet.engine INFO: Epoch: [100] [400/610] learning_rate: 0.224106 loss_vfl: 0.881375 loss_bbox: 0.276135 loss_dfl: 0.184380 loss: 1.354192 eta: 2 days, 18:12:01 batch_cost: 1.9396 data_cost: 0.0010 ips: 24.7474 images/s [10/24 13:25:08] ppdet.engine INFO: Epoch: [100] [420/610] learning_rate: 0.224061 loss_vfl: 0.897707 loss_bbox: 0.287448 loss_dfl: 0.190965 loss: 1.369821 eta: 2 days, 18:11:19 batch_cost: 1.9051 data_cost: 0.0010 ips: 25.1958 images/s [10/24 13:25:52] ppdet.engine INFO: Epoch: [100] [440/610] learning_rate: 0.224017 loss_vfl: 0.875394 loss_bbox: 0.279763 loss_dfl: 0.186906 loss: 1.347140 eta: 2 days, 18:10:42 batch_cost: 2.0038 data_cost: 0.0010 ips: 23.9547 images/s [10/24 13:26:34] ppdet.engine INFO: Epoch: [100] [460/610] learning_rate: 0.223972 loss_vfl: 0.886834 loss_bbox: 0.296340 loss_dfl: 0.191544 loss: 1.379819 eta: 2 days, 18:10:03 batch_cost: 1.9529 data_cost: 0.0010 ips: 24.5791 images/s [10/24 13:27:16] ppdet.engine INFO: Epoch: [100] [480/610] learning_rate: 0.223927 loss_vfl: 0.889866 loss_bbox: 0.285155 loss_dfl: 0.188319 loss: 1.372232 eta: 2 days, 18:09:21 batch_cost: 1.9060 data_cost: 0.0011 ips: 25.1840 images/s [10/24 13:27:58] ppdet.engine INFO: Epoch: [100] [500/610] learning_rate: 0.223882 loss_vfl: 0.882541 loss_bbox: 0.295201 loss_dfl: 0.192942 loss: 1.388140 eta: 2 days, 18:08:39 batch_cost: 1.8813 data_cost: 0.0011 ips: 25.5137 images/s [10/24 13:28:42] ppdet.engine INFO: Epoch: [100] [520/610] learning_rate: 0.223837 loss_vfl: 0.887412 loss_bbox: 0.301199 loss_dfl: 0.194817 loss: 1.378948 eta: 2 days, 18:08:01 batch_cost: 1.9852 data_cost: 0.0011 ips: 24.1794 images/s [10/24 13:29:24] ppdet.engine INFO: Epoch: [100] [540/610] learning_rate: 0.223793 loss_vfl: 0.888310 loss_bbox: 0.284285 loss_dfl: 0.191081 loss: 1.395485 eta: 2 days, 18:07:21 batch_cost: 1.9462 data_cost: 0.0011 ips: 24.6634 images/s [10/24 13:30:08] ppdet.engine INFO: Epoch: [100] [560/610] learning_rate: 0.223748 loss_vfl: 0.882409 loss_bbox: 0.319950 loss_dfl: 0.196735 loss: 1.386858 eta: 2 days, 18:06:42 batch_cost: 1.9637 data_cost: 0.0011 ips: 24.4435 images/s [10/24 13:30:52] ppdet.engine INFO: Epoch: [100] [580/610] learning_rate: 0.223703 loss_vfl: 0.880937 loss_bbox: 0.300862 loss_dfl: 0.192777 loss: 1.354011 eta: 2 days, 18:06:03 batch_cost: 1.9637 data_cost: 0.0011 ips: 24.4439 images/s [10/24 13:31:34] ppdet.engine INFO: Epoch: [100] [600/610] learning_rate: 0.223658 loss_vfl: 0.869248 loss_bbox: 0.291175 loss_dfl: 0.189316 loss: 1.357129 eta: 2 days, 18:05:21 batch_cost: 1.8902 data_cost: 0.0011 ips: 25.3938 images/s [10/24 13:32:06] ppdet.engine INFO: Epoch: [101] [ 0/610] learning_rate: 0.223636 loss_vfl: 0.862686 loss_bbox: 0.296239 loss_dfl: 0.191881 loss: 1.356550 eta: 2 days, 18:05:17 batch_cost: 2.2878 data_cost: 0.2388 ips: 20.9805 images/s [10/24 13:32:50] ppdet.engine INFO: Epoch: [101] [ 20/610] learning_rate: 0.223591 loss_vfl: 0.836787 loss_bbox: 0.291920 loss_dfl: 0.192936 loss: 1.331375 eta: 2 days, 18:04:39 batch_cost: 1.9988 data_cost: 0.0012 ips: 24.0145 images/s [10/24 13:33:35] ppdet.engine INFO: Epoch: [101] [ 40/610] learning_rate: 0.223546 loss_vfl: 0.873718 loss_bbox: 0.286470 loss_dfl: 0.191364 loss: 1.361725 eta: 2 days, 18:04:02 batch_cost: 2.0144 data_cost: 0.0010 ips: 23.8282 images/s [10/24 13:34:19] ppdet.engine INFO: Epoch: [101] [ 60/610] learning_rate: 0.223501 loss_vfl: 0.884834 loss_bbox: 0.294828 loss_dfl: 0.195699 loss: 1.385066 eta: 2 days, 18:03:24 batch_cost: 1.9841 data_cost: 0.0010 ips: 24.1925 images/s [10/24 13:35:02] ppdet.engine INFO: Epoch: [101] [ 80/610] learning_rate: 0.223456 loss_vfl: 0.850515 loss_bbox: 0.305888 loss_dfl: 0.193636 loss: 1.377306 eta: 2 days, 18:02:44 batch_cost: 1.9539 data_cost: 0.0010 ips: 24.5667 images/s [10/24 13:35:45] ppdet.engine INFO: Epoch: [101] [100/610] learning_rate: 0.223411 loss_vfl: 0.861615 loss_bbox: 0.269216 loss_dfl: 0.183240 loss: 1.325704 eta: 2 days, 18:02:05 batch_cost: 1.9655 data_cost: 0.0010 ips: 24.4218 images/s [10/24 13:36:28] ppdet.engine INFO: Epoch: [101] [120/610] learning_rate: 0.223366 loss_vfl: 0.869132 loss_bbox: 0.301338 loss_dfl: 0.193462 loss: 1.376545 eta: 2 days, 18:01:25 batch_cost: 1.9346 data_cost: 0.0010 ips: 24.8119 images/s [10/24 13:37:10] ppdet.engine INFO: Epoch: [101] [140/610] learning_rate: 0.223321 loss_vfl: 0.872538 loss_bbox: 0.302014 loss_dfl: 0.198860 loss: 1.351068 eta: 2 days, 18:00:43 batch_cost: 1.8833 data_cost: 0.0011 ips: 25.4876 images/s [10/24 13:37:53] ppdet.engine INFO: Epoch: [101] [160/610] learning_rate: 0.223276 loss_vfl: 0.880668 loss_bbox: 0.291868 loss_dfl: 0.191904 loss: 1.342894 eta: 2 days, 18:00:01 batch_cost: 1.9023 data_cost: 0.0010 ips: 25.2320 images/s [10/24 13:38:37] ppdet.engine INFO: Epoch: [101] [180/610] learning_rate: 0.223231 loss_vfl: 0.879273 loss_bbox: 0.291627 loss_dfl: 0.190816 loss: 1.348857 eta: 2 days, 17:59:23 batch_cost: 1.9795 data_cost: 0.0012 ips: 24.2486 images/s [10/24 13:39:21] ppdet.engine INFO: Epoch: [101] [200/610] learning_rate: 0.223186 loss_vfl: 0.877369 loss_bbox: 0.301073 loss_dfl: 0.186051 loss: 1.359947 eta: 2 days, 17:58:45 batch_cost: 1.9812 data_cost: 0.0011 ips: 24.2282 images/s [10/24 13:40:05] ppdet.engine INFO: Epoch: [101] [220/610] learning_rate: 0.223141 loss_vfl: 0.864296 loss_bbox: 0.321412 loss_dfl: 0.203287 loss: 1.381779 eta: 2 days, 17:58:07 batch_cost: 1.9963 data_cost: 0.0011 ips: 24.0450 images/s [10/24 13:40:49] ppdet.engine INFO: Epoch: [101] [240/610] learning_rate: 0.223097 loss_vfl: 0.873322 loss_bbox: 0.272901 loss_dfl: 0.182997 loss: 1.330864 eta: 2 days, 17:57:28 batch_cost: 1.9759 data_cost: 0.0011 ips: 24.2929 images/s [10/24 13:41:32] ppdet.engine INFO: Epoch: [101] [260/610] learning_rate: 0.223052 loss_vfl: 0.871466 loss_bbox: 0.281719 loss_dfl: 0.183145 loss: 1.347886 eta: 2 days, 17:56:48 batch_cost: 1.9443 data_cost: 0.0011 ips: 24.6870 images/s [10/24 13:42:16] ppdet.engine INFO: Epoch: [101] [280/610] learning_rate: 0.223007 loss_vfl: 0.886183 loss_bbox: 0.282675 loss_dfl: 0.192492 loss: 1.384626 eta: 2 days, 17:56:12 batch_cost: 2.0314 data_cost: 0.0012 ips: 23.6286 images/s [10/24 13:42:59] ppdet.engine INFO: Epoch: [101] [300/610] learning_rate: 0.222962 loss_vfl: 0.886608 loss_bbox: 0.297113 loss_dfl: 0.193653 loss: 1.369745 eta: 2 days, 17:55:34 batch_cost: 1.9840 data_cost: 0.0011 ips: 24.1931 images/s [10/24 13:43:43] ppdet.engine INFO: Epoch: [101] [320/610] learning_rate: 0.222917 loss_vfl: 0.872440 loss_bbox: 0.315618 loss_dfl: 0.202162 loss: 1.405713 eta: 2 days, 17:54:56 batch_cost: 1.9988 data_cost: 0.0011 ips: 24.0139 images/s [10/24 13:44:28] ppdet.engine INFO: Epoch: [101] [340/610] learning_rate: 0.222872 loss_vfl: 0.864400 loss_bbox: 0.288220 loss_dfl: 0.184473 loss: 1.357787 eta: 2 days, 17:54:19 batch_cost: 2.0065 data_cost: 0.0011 ips: 23.9220 images/s [10/24 13:45:11] ppdet.engine INFO: Epoch: [101] [360/610] learning_rate: 0.222827 loss_vfl: 0.866609 loss_bbox: 0.318476 loss_dfl: 0.205450 loss: 1.379786 eta: 2 days, 17:53:39 batch_cost: 1.9602 data_cost: 0.0011 ips: 24.4877 images/s [10/24 13:45:54] ppdet.engine INFO: Epoch: [101] [380/610] learning_rate: 0.222781 loss_vfl: 0.867569 loss_bbox: 0.307423 loss_dfl: 0.202790 loss: 1.375650 eta: 2 days, 17:53:00 batch_cost: 1.9530 data_cost: 0.0011 ips: 24.5777 images/s [10/24 13:46:38] ppdet.engine INFO: Epoch: [101] [400/610] learning_rate: 0.222736 loss_vfl: 0.873126 loss_bbox: 0.290069 loss_dfl: 0.187967 loss: 1.356434 eta: 2 days, 17:52:21 batch_cost: 1.9610 data_cost: 0.0011 ips: 24.4771 images/s [10/24 13:47:21] ppdet.engine INFO: Epoch: [101] [420/610] learning_rate: 0.222691 loss_vfl: 0.885511 loss_bbox: 0.324303 loss_dfl: 0.203526 loss: 1.413657 eta: 2 days, 17:51:42 batch_cost: 1.9689 data_cost: 0.0010 ips: 24.3793 images/s [10/24 13:48:05] ppdet.engine INFO: Epoch: [101] [440/610] learning_rate: 0.222646 loss_vfl: 0.891743 loss_bbox: 0.312843 loss_dfl: 0.195761 loss: 1.392183 eta: 2 days, 17:51:03 batch_cost: 1.9772 data_cost: 0.0011 ips: 24.2770 images/s [10/24 13:48:48] ppdet.engine INFO: Epoch: [101] [460/610] learning_rate: 0.222601 loss_vfl: 0.886450 loss_bbox: 0.299592 loss_dfl: 0.196210 loss: 1.388881 eta: 2 days, 17:50:25 batch_cost: 1.9753 data_cost: 0.0012 ips: 24.3001 images/s [10/24 13:49:31] ppdet.engine INFO: Epoch: [101] [480/610] learning_rate: 0.222556 loss_vfl: 0.859078 loss_bbox: 0.296040 loss_dfl: 0.189635 loss: 1.341033 eta: 2 days, 17:49:45 batch_cost: 1.9347 data_cost: 0.0012 ips: 24.8098 images/s [10/24 13:50:14] ppdet.engine INFO: Epoch: [101] [500/610] learning_rate: 0.222511 loss_vfl: 0.889742 loss_bbox: 0.283677 loss_dfl: 0.193225 loss: 1.370288 eta: 2 days, 17:49:06 batch_cost: 1.9640 data_cost: 0.0011 ips: 24.4404 images/s [10/24 13:50:57] ppdet.engine INFO: Epoch: [101] [520/610] learning_rate: 0.222466 loss_vfl: 0.901405 loss_bbox: 0.303686 loss_dfl: 0.201241 loss: 1.393374 eta: 2 days, 17:48:25 batch_cost: 1.9311 data_cost: 0.0011 ips: 24.8566 images/s [10/24 13:51:39] ppdet.engine INFO: Epoch: [101] [540/610] learning_rate: 0.222421 loss_vfl: 0.874093 loss_bbox: 0.302311 loss_dfl: 0.196247 loss: 1.377122 eta: 2 days, 17:47:45 batch_cost: 1.9201 data_cost: 0.0011 ips: 24.9991 images/s [10/24 13:52:22] ppdet.engine INFO: Epoch: [101] [560/610] learning_rate: 0.222376 loss_vfl: 0.876748 loss_bbox: 0.303314 loss_dfl: 0.193136 loss: 1.379417 eta: 2 days, 17:47:04 batch_cost: 1.9377 data_cost: 0.0011 ips: 24.7718 images/s [10/24 13:53:05] ppdet.engine INFO: Epoch: [101] [580/610] learning_rate: 0.222331 loss_vfl: 0.895334 loss_bbox: 0.310802 loss_dfl: 0.199347 loss: 1.413833 eta: 2 days, 17:46:25 batch_cost: 1.9440 data_cost: 0.0011 ips: 24.6915 images/s [10/24 13:53:47] ppdet.engine INFO: Epoch: [101] [600/610] learning_rate: 0.222286 loss_vfl: 0.877093 loss_bbox: 0.285800 loss_dfl: 0.183524 loss: 1.342306 eta: 2 days, 17:45:44 batch_cost: 1.9239 data_cost: 0.0012 ips: 24.9493 images/s [10/24 13:54:21] ppdet.engine INFO: Epoch: [102] [ 0/610] learning_rate: 0.222263 loss_vfl: 0.871718 loss_bbox: 0.283647 loss_dfl: 0.186503 loss: 1.360030 eta: 2 days, 17:45:43 batch_cost: 2.4060 data_cost: 0.1799 ips: 19.9502 images/s [10/24 13:55:05] ppdet.engine INFO: Epoch: [102] [ 20/610] learning_rate: 0.222218 loss_vfl: 0.862590 loss_bbox: 0.308734 loss_dfl: 0.195358 loss: 1.362200 eta: 2 days, 17:45:07 batch_cost: 2.0259 data_cost: 0.0011 ips: 23.6935 images/s [10/24 13:55:50] ppdet.engine INFO: Epoch: [102] [ 40/610] learning_rate: 0.222173 loss_vfl: 0.863126 loss_bbox: 0.303327 loss_dfl: 0.191673 loss: 1.371384 eta: 2 days, 17:44:30 batch_cost: 2.0138 data_cost: 0.0011 ips: 23.8356 images/s [10/24 13:56:34] ppdet.engine INFO: Epoch: [102] [ 60/610] learning_rate: 0.222128 loss_vfl: 0.869009 loss_bbox: 0.305338 loss_dfl: 0.196357 loss: 1.374608 eta: 2 days, 17:43:51 batch_cost: 1.9669 data_cost: 0.0011 ips: 24.4035 images/s [10/24 13:57:17] ppdet.engine INFO: Epoch: [102] [ 80/610] learning_rate: 0.222082 loss_vfl: 0.885818 loss_bbox: 0.292762 loss_dfl: 0.190192 loss: 1.363698 eta: 2 days, 17:43:13 batch_cost: 1.9905 data_cost: 0.0011 ips: 24.1150 images/s [10/24 13:58:00] ppdet.engine INFO: Epoch: [102] [100/610] learning_rate: 0.222037 loss_vfl: 0.867029 loss_bbox: 0.287580 loss_dfl: 0.184587 loss: 1.342356 eta: 2 days, 17:42:31 batch_cost: 1.9002 data_cost: 0.0011 ips: 25.2607 images/s [10/24 13:58:44] ppdet.engine INFO: Epoch: [102] [120/610] learning_rate: 0.221992 loss_vfl: 0.866058 loss_bbox: 0.300969 loss_dfl: 0.193086 loss: 1.362703 eta: 2 days, 17:41:53 batch_cost: 2.0000 data_cost: 0.0011 ips: 23.9996 images/s [10/24 13:59:28] ppdet.engine INFO: Epoch: [102] [140/610] learning_rate: 0.221947 loss_vfl: 0.896173 loss_bbox: 0.298034 loss_dfl: 0.195841 loss: 1.381094 eta: 2 days, 17:41:16 batch_cost: 1.9972 data_cost: 0.0010 ips: 24.0338 images/s [10/24 14:00:11] ppdet.engine INFO: Epoch: [102] [160/610] learning_rate: 0.221902 loss_vfl: 0.866057 loss_bbox: 0.307165 loss_dfl: 0.196693 loss: 1.356299 eta: 2 days, 17:40:36 batch_cost: 1.9556 data_cost: 0.0011 ips: 24.5451 images/s [10/24 14:00:53] ppdet.engine INFO: Epoch: [102] [180/610] learning_rate: 0.221857 loss_vfl: 0.879270 loss_bbox: 0.283775 loss_dfl: 0.193663 loss: 1.359742 eta: 2 days, 17:39:56 batch_cost: 1.9227 data_cost: 0.0011 ips: 24.9646 images/s [10/24 14:01:36] ppdet.engine INFO: Epoch: [102] [200/610] learning_rate: 0.221811 loss_vfl: 0.864651 loss_bbox: 0.298737 loss_dfl: 0.192631 loss: 1.377622 eta: 2 days, 17:39:13 batch_cost: 1.8786 data_cost: 0.0010 ips: 25.5514 images/s [10/24 14:02:18] ppdet.engine INFO: Epoch: [102] [220/610] learning_rate: 0.221766 loss_vfl: 0.854795 loss_bbox: 0.305316 loss_dfl: 0.194375 loss: 1.338790 eta: 2 days, 17:38:32 batch_cost: 1.9196 data_cost: 0.0010 ips: 25.0047 images/s [10/24 14:03:01] ppdet.engine INFO: Epoch: [102] [240/610] learning_rate: 0.221721 loss_vfl: 0.879880 loss_bbox: 0.284637 loss_dfl: 0.187734 loss: 1.355028 eta: 2 days, 17:37:53 batch_cost: 1.9444 data_cost: 0.0010 ips: 24.6867 images/s [10/24 14:03:45] ppdet.engine INFO: Epoch: [102] [260/610] learning_rate: 0.221676 loss_vfl: 0.880929 loss_bbox: 0.296071 loss_dfl: 0.191203 loss: 1.372052 eta: 2 days, 17:37:16 batch_cost: 2.0215 data_cost: 0.0011 ips: 23.7445 images/s [10/24 14:04:28] ppdet.engine INFO: Epoch: [102] [280/610] learning_rate: 0.221630 loss_vfl: 0.875736 loss_bbox: 0.300074 loss_dfl: 0.194869 loss: 1.407322 eta: 2 days, 17:36:37 batch_cost: 1.9638 data_cost: 0.0011 ips: 24.4419 images/s [10/24 14:05:12] ppdet.engine INFO: Epoch: [102] [300/610] learning_rate: 0.221585 loss_vfl: 0.851401 loss_bbox: 0.300107 loss_dfl: 0.192622 loss: 1.349253 eta: 2 days, 17:35:58 batch_cost: 1.9603 data_cost: 0.0011 ips: 24.4859 images/s [10/24 14:05:55] ppdet.engine INFO: Epoch: [102] [320/610] learning_rate: 0.221540 loss_vfl: 0.892087 loss_bbox: 0.295363 loss_dfl: 0.194945 loss: 1.382057 eta: 2 days, 17:35:18 batch_cost: 1.9419 data_cost: 0.0010 ips: 24.7185 images/s [10/24 14:06:39] ppdet.engine INFO: Epoch: [102] [340/610] learning_rate: 0.221495 loss_vfl: 0.887406 loss_bbox: 0.315742 loss_dfl: 0.203748 loss: 1.414284 eta: 2 days, 17:34:39 batch_cost: 1.9742 data_cost: 0.0010 ips: 24.3138 images/s [10/24 14:07:22] ppdet.engine INFO: Epoch: [102] [360/610] learning_rate: 0.221449 loss_vfl: 0.877895 loss_bbox: 0.277754 loss_dfl: 0.188165 loss: 1.353027 eta: 2 days, 17:33:59 batch_cost: 1.9470 data_cost: 0.0011 ips: 24.6533 images/s [10/24 14:08:05] ppdet.engine INFO: Epoch: [102] [380/610] learning_rate: 0.221404 loss_vfl: 0.844931 loss_bbox: 0.297729 loss_dfl: 0.191399 loss: 1.343987 eta: 2 days, 17:33:18 batch_cost: 1.9129 data_cost: 0.0011 ips: 25.0929 images/s [10/24 14:08:48] ppdet.engine INFO: Epoch: [102] [400/610] learning_rate: 0.221359 loss_vfl: 0.849038 loss_bbox: 0.304962 loss_dfl: 0.192811 loss: 1.369839 eta: 2 days, 17:32:38 batch_cost: 1.9417 data_cost: 0.0011 ips: 24.7202 images/s [10/24 14:09:31] ppdet.engine INFO: Epoch: [102] [420/610] learning_rate: 0.221313 loss_vfl: 0.857283 loss_bbox: 0.295325 loss_dfl: 0.190850 loss: 1.358575 eta: 2 days, 17:31:59 batch_cost: 1.9684 data_cost: 0.0011 ips: 24.3856 images/s [10/24 14:10:15] ppdet.engine INFO: Epoch: [102] [440/610] learning_rate: 0.221268 loss_vfl: 0.854227 loss_bbox: 0.292969 loss_dfl: 0.190973 loss: 1.342722 eta: 2 days, 17:31:21 batch_cost: 1.9689 data_cost: 0.0011 ips: 24.3791 images/s [10/24 14:10:58] ppdet.engine INFO: Epoch: [102] [460/610] learning_rate: 0.221223 loss_vfl: 0.894488 loss_bbox: 0.301892 loss_dfl: 0.191032 loss: 1.383064 eta: 2 days, 17:30:42 batch_cost: 1.9668 data_cost: 0.0011 ips: 24.4052 images/s [10/24 14:11:41] ppdet.engine INFO: Epoch: [102] [480/610] learning_rate: 0.221177 loss_vfl: 0.892331 loss_bbox: 0.298159 loss_dfl: 0.193498 loss: 1.399117 eta: 2 days, 17:30:03 batch_cost: 1.9740 data_cost: 0.0011 ips: 24.3160 images/s [10/24 14:12:24] ppdet.engine INFO: Epoch: [102] [500/610] learning_rate: 0.221132 loss_vfl: 0.886306 loss_bbox: 0.305534 loss_dfl: 0.192896 loss: 1.381544 eta: 2 days, 17:29:24 batch_cost: 1.9567 data_cost: 0.0011 ips: 24.5316 images/s [10/24 14:13:08] ppdet.engine INFO: Epoch: [102] [520/610] learning_rate: 0.221087 loss_vfl: 0.874158 loss_bbox: 0.275327 loss_dfl: 0.190803 loss: 1.353997 eta: 2 days, 17:28:44 batch_cost: 1.9560 data_cost: 0.0011 ips: 24.5400 images/s [10/24 14:13:50] ppdet.engine INFO: Epoch: [102] [540/610] learning_rate: 0.221041 loss_vfl: 0.880303 loss_bbox: 0.304968 loss_dfl: 0.187424 loss: 1.366543 eta: 2 days, 17:28:05 batch_cost: 1.9508 data_cost: 0.0011 ips: 24.6057 images/s [10/24 14:14:34] ppdet.engine INFO: Epoch: [102] [560/610] learning_rate: 0.220996 loss_vfl: 0.878096 loss_bbox: 0.289180 loss_dfl: 0.183080 loss: 1.349797 eta: 2 days, 17:27:26 batch_cost: 1.9617 data_cost: 0.0011 ips: 24.4690 images/s [10/24 14:15:17] ppdet.engine INFO: Epoch: [102] [580/610] learning_rate: 0.220951 loss_vfl: 0.875114 loss_bbox: 0.296612 loss_dfl: 0.192704 loss: 1.404872 eta: 2 days, 17:26:46 batch_cost: 1.9523 data_cost: 0.0011 ips: 24.5862 images/s [10/24 14:16:00] ppdet.engine INFO: Epoch: [102] [600/610] learning_rate: 0.220905 loss_vfl: 0.865036 loss_bbox: 0.285687 loss_dfl: 0.189822 loss: 1.355188 eta: 2 days, 17:26:06 batch_cost: 1.9256 data_cost: 0.0011 ips: 24.9275 images/s [10/24 14:16:31] ppdet.engine INFO: Epoch: [103] [ 0/610] learning_rate: 0.220883 loss_vfl: 0.875410 loss_bbox: 0.305498 loss_dfl: 0.192380 loss: 1.362369 eta: 2 days, 17:26:00 batch_cost: 2.2946 data_cost: 0.2189 ips: 20.9186 images/s [10/24 14:17:16] ppdet.engine INFO: Epoch: [103] [ 20/610] learning_rate: 0.220837 loss_vfl: 0.896497 loss_bbox: 0.288536 loss_dfl: 0.188222 loss: 1.370572 eta: 2 days, 17:25:24 batch_cost: 2.0318 data_cost: 0.0011 ips: 23.6248 images/s [10/24 14:17:59] ppdet.engine INFO: Epoch: [103] [ 40/610] learning_rate: 0.220792 loss_vfl: 0.879700 loss_bbox: 0.298361 loss_dfl: 0.195124 loss: 1.351363 eta: 2 days, 17:24:45 batch_cost: 1.9669 data_cost: 0.0011 ips: 24.4043 images/s [10/24 14:18:43] ppdet.engine INFO: Epoch: [103] [ 60/610] learning_rate: 0.220746 loss_vfl: 0.878846 loss_bbox: 0.267428 loss_dfl: 0.176491 loss: 1.345011 eta: 2 days, 17:24:05 batch_cost: 1.9519 data_cost: 0.0011 ips: 24.5917 images/s [10/24 14:19:26] ppdet.engine INFO: Epoch: [103] [ 80/610] learning_rate: 0.220701 loss_vfl: 0.867135 loss_bbox: 0.293596 loss_dfl: 0.195011 loss: 1.363927 eta: 2 days, 17:23:26 batch_cost: 1.9583 data_cost: 0.0010 ips: 24.5107 images/s [10/24 14:20:09] ppdet.engine INFO: Epoch: [103] [100/610] learning_rate: 0.220656 loss_vfl: 0.869101 loss_bbox: 0.289169 loss_dfl: 0.188268 loss: 1.345770 eta: 2 days, 17:22:47 batch_cost: 1.9646 data_cost: 0.0010 ips: 24.4330 images/s [10/24 14:20:52] ppdet.engine INFO: Epoch: [103] [120/610] learning_rate: 0.220610 loss_vfl: 0.871048 loss_bbox: 0.313192 loss_dfl: 0.205919 loss: 1.383148 eta: 2 days, 17:22:07 batch_cost: 1.9461 data_cost: 0.0010 ips: 24.6648 images/s [10/24 14:21:36] ppdet.engine INFO: Epoch: [103] [140/610] learning_rate: 0.220565 loss_vfl: 0.852565 loss_bbox: 0.304628 loss_dfl: 0.196064 loss: 1.340292 eta: 2 days, 17:21:29 batch_cost: 1.9795 data_cost: 0.0010 ips: 24.2489 images/s [10/24 14:22:19] ppdet.engine INFO: Epoch: [103] [160/610] learning_rate: 0.220519 loss_vfl: 0.876776 loss_bbox: 0.303206 loss_dfl: 0.195970 loss: 1.359270 eta: 2 days, 17:20:50 batch_cost: 1.9746 data_cost: 0.0010 ips: 24.3081 images/s [10/24 14:23:02] ppdet.engine INFO: Epoch: [103] [180/610] learning_rate: 0.220474 loss_vfl: 0.864321 loss_bbox: 0.285453 loss_dfl: 0.191800 loss: 1.353064 eta: 2 days, 17:20:11 batch_cost: 1.9760 data_cost: 0.0011 ips: 24.2919 images/s [10/24 14:23:46] ppdet.engine INFO: Epoch: [103] [200/610] learning_rate: 0.220428 loss_vfl: 0.876323 loss_bbox: 0.301240 loss_dfl: 0.195283 loss: 1.374691 eta: 2 days, 17:19:33 batch_cost: 1.9816 data_cost: 0.0011 ips: 24.2230 images/s [10/24 14:24:30] ppdet.engine INFO: Epoch: [103] [220/610] learning_rate: 0.220383 loss_vfl: 0.860689 loss_bbox: 0.299418 loss_dfl: 0.191893 loss: 1.363520 eta: 2 days, 17:18:54 batch_cost: 1.9577 data_cost: 0.0011 ips: 24.5185 images/s [10/24 14:25:15] ppdet.engine INFO: Epoch: [103] [240/610] learning_rate: 0.220337 loss_vfl: 0.874270 loss_bbox: 0.296183 loss_dfl: 0.190140 loss: 1.379755 eta: 2 days, 17:18:18 batch_cost: 2.0567 data_cost: 0.0011 ips: 23.3386 images/s [10/24 14:25:58] ppdet.engine INFO: Epoch: [103] [260/610] learning_rate: 0.220292 loss_vfl: 0.877133 loss_bbox: 0.318057 loss_dfl: 0.199629 loss: 1.386725 eta: 2 days, 17:17:40 batch_cost: 1.9862 data_cost: 0.0011 ips: 24.1665 images/s [10/24 14:26:41] ppdet.engine INFO: Epoch: [103] [280/610] learning_rate: 0.220246 loss_vfl: 0.873597 loss_bbox: 0.321902 loss_dfl: 0.202507 loss: 1.388121 eta: 2 days, 17:17:00 batch_cost: 1.9478 data_cost: 0.0010 ips: 24.6434 images/s [10/24 14:27:25] ppdet.engine INFO: Epoch: [103] [300/610] learning_rate: 0.220201 loss_vfl: 0.852696 loss_bbox: 0.302398 loss_dfl: 0.194583 loss: 1.372411 eta: 2 days, 17:16:21 batch_cost: 1.9669 data_cost: 0.0011 ips: 24.4035 images/s [10/24 14:28:08] ppdet.engine INFO: Epoch: [103] [320/610] learning_rate: 0.220155 loss_vfl: 0.871455 loss_bbox: 0.299825 loss_dfl: 0.187213 loss: 1.362182 eta: 2 days, 17:15:42 batch_cost: 1.9653 data_cost: 0.0011 ips: 24.4238 images/s [10/24 14:28:51] ppdet.engine INFO: Epoch: [103] [340/610] learning_rate: 0.220110 loss_vfl: 0.883934 loss_bbox: 0.307757 loss_dfl: 0.195659 loss: 1.401740 eta: 2 days, 17:15:03 batch_cost: 1.9614 data_cost: 0.0011 ips: 24.4727 images/s [10/24 14:29:34] ppdet.engine INFO: Epoch: [103] [360/610] learning_rate: 0.220064 loss_vfl: 0.861774 loss_bbox: 0.320806 loss_dfl: 0.200736 loss: 1.374237 eta: 2 days, 17:14:24 batch_cost: 1.9665 data_cost: 0.0011 ips: 24.4088 images/s [10/24 14:30:18] ppdet.engine INFO: Epoch: [103] [380/610] learning_rate: 0.220019 loss_vfl: 0.890570 loss_bbox: 0.303738 loss_dfl: 0.194809 loss: 1.362425 eta: 2 days, 17:13:45 batch_cost: 1.9707 data_cost: 0.0011 ips: 24.3570 images/s [10/24 14:31:01] ppdet.engine INFO: Epoch: [103] [400/610] learning_rate: 0.219973 loss_vfl: 0.873705 loss_bbox: 0.299030 loss_dfl: 0.189570 loss: 1.366230 eta: 2 days, 17:13:07 batch_cost: 1.9837 data_cost: 0.0011 ips: 24.1971 images/s [10/24 14:31:45] ppdet.engine INFO: Epoch: [103] [420/610] learning_rate: 0.219928 loss_vfl: 0.885917 loss_bbox: 0.307390 loss_dfl: 0.198198 loss: 1.398001 eta: 2 days, 17:12:29 batch_cost: 1.9921 data_cost: 0.0010 ips: 24.0955 images/s [10/24 14:32:28] ppdet.engine INFO: Epoch: [103] [440/610] learning_rate: 0.219882 loss_vfl: 0.863188 loss_bbox: 0.308398 loss_dfl: 0.200776 loss: 1.381545 eta: 2 days, 17:11:49 batch_cost: 1.9274 data_cost: 0.0011 ips: 24.9034 images/s [10/24 14:33:10] ppdet.engine INFO: Epoch: [103] [460/610] learning_rate: 0.219836 loss_vfl: 0.886142 loss_bbox: 0.307127 loss_dfl: 0.195520 loss: 1.393182 eta: 2 days, 17:11:09 batch_cost: 1.9453 data_cost: 0.0021 ips: 24.6749 images/s [10/24 14:33:54] ppdet.engine INFO: Epoch: [103] [480/610] learning_rate: 0.219791 loss_vfl: 0.873847 loss_bbox: 0.303728 loss_dfl: 0.201439 loss: 1.376243 eta: 2 days, 17:10:30 batch_cost: 1.9670 data_cost: 0.0010 ips: 24.4022 images/s [10/24 14:34:38] ppdet.engine INFO: Epoch: [103] [500/610] learning_rate: 0.219745 loss_vfl: 0.873755 loss_bbox: 0.305836 loss_dfl: 0.198407 loss: 1.373956 eta: 2 days, 17:09:51 batch_cost: 1.9847 data_cost: 0.0010 ips: 24.1848 images/s [10/24 14:35:21] ppdet.engine INFO: Epoch: [103] [520/610] learning_rate: 0.219700 loss_vfl: 0.870851 loss_bbox: 0.297551 loss_dfl: 0.180804 loss: 1.374336 eta: 2 days, 17:09:13 batch_cost: 1.9778 data_cost: 0.0010 ips: 24.2690 images/s [10/24 14:36:04] ppdet.engine INFO: Epoch: [103] [540/610] learning_rate: 0.219654 loss_vfl: 0.872224 loss_bbox: 0.288382 loss_dfl: 0.185937 loss: 1.346789 eta: 2 days, 17:08:32 batch_cost: 1.9011 data_cost: 0.0011 ips: 25.2481 images/s [10/24 14:36:46] ppdet.engine INFO: Epoch: [103] [560/610] learning_rate: 0.219608 loss_vfl: 0.867749 loss_bbox: 0.277300 loss_dfl: 0.181162 loss: 1.331901 eta: 2 days, 17:07:51 batch_cost: 1.9281 data_cost: 0.0011 ips: 24.8951 images/s [10/24 14:37:30] ppdet.engine INFO: Epoch: [103] [580/610] learning_rate: 0.219563 loss_vfl: 0.866347 loss_bbox: 0.311860 loss_dfl: 0.193560 loss: 1.389656 eta: 2 days, 17:07:12 batch_cost: 1.9614 data_cost: 0.0010 ips: 24.4719 images/s [10/24 14:38:11] ppdet.engine INFO: Epoch: [103] [600/610] learning_rate: 0.219517 loss_vfl: 0.887822 loss_bbox: 0.306679 loss_dfl: 0.201580 loss: 1.403028 eta: 2 days, 17:06:29 batch_cost: 1.8684 data_cost: 0.0011 ips: 25.6910 images/s [10/24 14:38:45] ppdet.engine INFO: Epoch: [104] [ 0/610] learning_rate: 0.219494 loss_vfl: 0.883547 loss_bbox: 0.309383 loss_dfl: 0.206677 loss: 1.382307 eta: 2 days, 17:06:28 batch_cost: 2.3457 data_cost: 0.2170 ips: 20.4633 images/s [10/24 14:39:29] ppdet.engine INFO: Epoch: [104] [ 20/610] learning_rate: 0.219449 loss_vfl: 0.861239 loss_bbox: 0.291688 loss_dfl: 0.201546 loss: 1.367791 eta: 2 days, 17:05:50 batch_cost: 1.9872 data_cost: 0.0012 ips: 24.1548 images/s [10/24 14:40:13] ppdet.engine INFO: Epoch: [104] [ 40/610] learning_rate: 0.219403 loss_vfl: 0.874761 loss_bbox: 0.300039 loss_dfl: 0.189587 loss: 1.371258 eta: 2 days, 17:05:12 batch_cost: 1.9969 data_cost: 0.0012 ips: 24.0377 images/s [10/24 14:40:57] ppdet.engine INFO: Epoch: [104] [ 60/610] learning_rate: 0.219357 loss_vfl: 0.882829 loss_bbox: 0.292085 loss_dfl: 0.189337 loss: 1.387268 eta: 2 days, 17:04:34 batch_cost: 2.0061 data_cost: 0.0011 ips: 23.9267 images/s [10/24 14:41:40] ppdet.engine INFO: Epoch: [104] [ 80/610] learning_rate: 0.219312 loss_vfl: 0.865771 loss_bbox: 0.279909 loss_dfl: 0.184020 loss: 1.340512 eta: 2 days, 17:03:55 batch_cost: 1.9602 data_cost: 0.0011 ips: 24.4868 images/s [10/24 14:42:23] ppdet.engine INFO: Epoch: [104] [100/610] learning_rate: 0.219266 loss_vfl: 0.876970 loss_bbox: 0.310786 loss_dfl: 0.201354 loss: 1.376270 eta: 2 days, 17:03:14 batch_cost: 1.9057 data_cost: 0.0011 ips: 25.1871 images/s [10/24 14:43:06] ppdet.engine INFO: Epoch: [104] [120/610] learning_rate: 0.219220 loss_vfl: 0.877241 loss_bbox: 0.291006 loss_dfl: 0.188437 loss: 1.362659 eta: 2 days, 17:02:34 batch_cost: 1.9456 data_cost: 0.0011 ips: 24.6711 images/s [10/24 14:43:49] ppdet.engine INFO: Epoch: [104] [140/610] learning_rate: 0.219175 loss_vfl: 0.859935 loss_bbox: 0.313352 loss_dfl: 0.192785 loss: 1.375581 eta: 2 days, 17:01:55 batch_cost: 1.9775 data_cost: 0.0011 ips: 24.2735 images/s [10/24 14:44:33] ppdet.engine INFO: Epoch: [104] [160/610] learning_rate: 0.219129 loss_vfl: 0.862392 loss_bbox: 0.298097 loss_dfl: 0.198165 loss: 1.375990 eta: 2 days, 17:01:17 batch_cost: 1.9779 data_cost: 0.0011 ips: 24.2685 images/s [10/24 14:45:17] ppdet.engine INFO: Epoch: [104] [180/610] learning_rate: 0.219083 loss_vfl: 0.885471 loss_bbox: 0.311290 loss_dfl: 0.194814 loss: 1.383694 eta: 2 days, 17:00:38 batch_cost: 1.9700 data_cost: 0.0038 ips: 24.3660 images/s [10/24 14:46:01] ppdet.engine INFO: Epoch: [104] [200/610] learning_rate: 0.219038 loss_vfl: 0.855052 loss_bbox: 0.301513 loss_dfl: 0.199085 loss: 1.338861 eta: 2 days, 17:00:01 batch_cost: 2.0213 data_cost: 0.0011 ips: 23.7473 images/s [10/24 14:46:44] ppdet.engine INFO: Epoch: [104] [220/610] learning_rate: 0.218992 loss_vfl: 0.874547 loss_bbox: 0.299103 loss_dfl: 0.193326 loss: 1.374809 eta: 2 days, 16:59:23 batch_cost: 1.9780 data_cost: 0.0011 ips: 24.2670 images/s [10/24 14:47:28] ppdet.engine INFO: Epoch: [104] [240/610] learning_rate: 0.218946 loss_vfl: 0.868697 loss_bbox: 0.292987 loss_dfl: 0.191224 loss: 1.355913 eta: 2 days, 16:58:44 batch_cost: 1.9735 data_cost: 0.0011 ips: 24.3222 images/s [10/24 14:48:12] ppdet.engine INFO: Epoch: [104] [260/610] learning_rate: 0.218900 loss_vfl: 0.878956 loss_bbox: 0.292614 loss_dfl: 0.195248 loss: 1.367379 eta: 2 days, 16:58:05 batch_cost: 1.9621 data_cost: 0.0010 ips: 24.4641 images/s [10/24 14:48:56] ppdet.engine INFO: Epoch: [104] [280/610] learning_rate: 0.218855 loss_vfl: 0.871973 loss_bbox: 0.324360 loss_dfl: 0.208001 loss: 1.359860 eta: 2 days, 16:57:26 batch_cost: 1.9849 data_cost: 0.0011 ips: 24.1823 images/s [10/24 14:49:40] ppdet.engine INFO: Epoch: [104] [300/610] learning_rate: 0.218809 loss_vfl: 0.878493 loss_bbox: 0.297670 loss_dfl: 0.188182 loss: 1.354892 eta: 2 days, 16:56:48 batch_cost: 1.9806 data_cost: 0.0011 ips: 24.2345 images/s [10/24 14:50:23] ppdet.engine INFO: Epoch: [104] [320/610] learning_rate: 0.218763 loss_vfl: 0.858716 loss_bbox: 0.312937 loss_dfl: 0.196878 loss: 1.360466 eta: 2 days, 16:56:09 batch_cost: 1.9616 data_cost: 0.0011 ips: 24.4700 images/s [10/24 14:51:06] ppdet.engine INFO: Epoch: [104] [340/610] learning_rate: 0.218717 loss_vfl: 0.893917 loss_bbox: 0.296734 loss_dfl: 0.197299 loss: 1.396629 eta: 2 days, 16:55:27 batch_cost: 1.8967 data_cost: 0.0011 ips: 25.3069 images/s [10/24 14:51:48] ppdet.engine INFO: Epoch: [104] [360/610] learning_rate: 0.218672 loss_vfl: 0.884506 loss_bbox: 0.304169 loss_dfl: 0.199793 loss: 1.397822 eta: 2 days, 16:54:45 batch_cost: 1.8761 data_cost: 0.0010 ips: 25.5852 images/s [10/24 14:52:30] ppdet.engine INFO: Epoch: [104] [380/610] learning_rate: 0.218626 loss_vfl: 0.878003 loss_bbox: 0.289716 loss_dfl: 0.186707 loss: 1.371841 eta: 2 days, 16:54:04 batch_cost: 1.9109 data_cost: 0.0010 ips: 25.1195 images/s [10/24 14:53:12] ppdet.engine INFO: Epoch: [104] [400/610] learning_rate: 0.218580 loss_vfl: 0.882426 loss_bbox: 0.304703 loss_dfl: 0.195189 loss: 1.378423 eta: 2 days, 16:53:23 batch_cost: 1.9270 data_cost: 0.0010 ips: 24.9090 images/s [10/24 14:53:56] ppdet.engine INFO: Epoch: [104] [420/610] learning_rate: 0.218534 loss_vfl: 0.886508 loss_bbox: 0.292991 loss_dfl: 0.194319 loss: 1.381372 eta: 2 days, 16:52:45 batch_cost: 1.9757 data_cost: 0.0011 ips: 24.2950 images/s [10/24 14:54:39] ppdet.engine INFO: Epoch: [104] [440/610] learning_rate: 0.218488 loss_vfl: 0.886014 loss_bbox: 0.285518 loss_dfl: 0.190638 loss: 1.356254 eta: 2 days, 16:52:06 batch_cost: 1.9745 data_cost: 0.0011 ips: 24.3103 images/s [10/24 14:55:22] ppdet.engine INFO: Epoch: [104] [460/610] learning_rate: 0.218443 loss_vfl: 0.885432 loss_bbox: 0.292897 loss_dfl: 0.191883 loss: 1.390534 eta: 2 days, 16:51:24 batch_cost: 1.8972 data_cost: 0.0011 ips: 25.3007 images/s [10/24 14:56:04] ppdet.engine INFO: Epoch: [104] [480/610] learning_rate: 0.218397 loss_vfl: 0.877540 loss_bbox: 0.284243 loss_dfl: 0.181284 loss: 1.333335 eta: 2 days, 16:50:43 batch_cost: 1.8961 data_cost: 0.0011 ips: 25.3147 images/s [10/24 14:56:47] ppdet.engine INFO: Epoch: [104] [500/610] learning_rate: 0.218351 loss_vfl: 0.861234 loss_bbox: 0.308739 loss_dfl: 0.194261 loss: 1.367339 eta: 2 days, 16:50:04 batch_cost: 1.9782 data_cost: 0.0011 ips: 24.2650 images/s [10/24 14:57:30] ppdet.engine INFO: Epoch: [104] [520/610] learning_rate: 0.218305 loss_vfl: 0.867748 loss_bbox: 0.313536 loss_dfl: 0.203629 loss: 1.371139 eta: 2 days, 16:49:25 batch_cost: 1.9509 data_cost: 0.0041 ips: 24.6044 images/s [10/24 14:58:14] ppdet.engine INFO: Epoch: [104] [540/610] learning_rate: 0.218259 loss_vfl: 0.879704 loss_bbox: 0.296466 loss_dfl: 0.185932 loss: 1.367546 eta: 2 days, 16:48:47 batch_cost: 1.9978 data_cost: 0.0010 ips: 24.0264 images/s [10/24 14:58:57] ppdet.engine INFO: Epoch: [104] [560/610] learning_rate: 0.218213 loss_vfl: 0.859635 loss_bbox: 0.298599 loss_dfl: 0.191645 loss: 1.351984 eta: 2 days, 16:48:08 batch_cost: 1.9662 data_cost: 0.0011 ips: 24.4129 images/s [10/24 14:59:40] ppdet.engine INFO: Epoch: [104] [580/610] learning_rate: 0.218167 loss_vfl: 0.891452 loss_bbox: 0.289523 loss_dfl: 0.187602 loss: 1.374705 eta: 2 days, 16:47:29 batch_cost: 1.9658 data_cost: 0.0010 ips: 24.4173 images/s [10/24 15:00:23] ppdet.engine INFO: Epoch: [104] [600/610] learning_rate: 0.218122 loss_vfl: 0.878142 loss_bbox: 0.297230 loss_dfl: 0.187252 loss: 1.378565 eta: 2 days, 16:46:49 batch_cost: 1.9474 data_cost: 0.0011 ips: 24.6483 images/s [10/24 15:00:56] ppdet.engine INFO: Epoch: [105] [ 0/610] learning_rate: 0.218099 loss_vfl: 0.883952 loss_bbox: 0.310703 loss_dfl: 0.197181 loss: 1.387557 eta: 2 days, 16:46:46 batch_cost: 2.3800 data_cost: 0.1405 ips: 20.1681 images/s [10/24 15:01:39] ppdet.engine INFO: Epoch: [105] [ 20/610] learning_rate: 0.218053 loss_vfl: 0.861280 loss_bbox: 0.298591 loss_dfl: 0.192028 loss: 1.347718 eta: 2 days, 16:46:07 batch_cost: 1.9793 data_cost: 0.0011 ips: 24.2510 images/s [10/24 15:02:23] ppdet.engine INFO: Epoch: [105] [ 40/610] learning_rate: 0.218007 loss_vfl: 0.863309 loss_bbox: 0.290848 loss_dfl: 0.192988 loss: 1.338571 eta: 2 days, 16:45:28 batch_cost: 1.9533 data_cost: 0.0011 ips: 24.5742 images/s [10/24 15:03:06] ppdet.engine INFO: Epoch: [105] [ 60/610] learning_rate: 0.217961 loss_vfl: 0.866323 loss_bbox: 0.303838 loss_dfl: 0.199019 loss: 1.361127 eta: 2 days, 16:44:47 batch_cost: 1.9205 data_cost: 0.0010 ips: 24.9935 images/s [10/24 15:03:49] ppdet.engine INFO: Epoch: [105] [ 80/610] learning_rate: 0.217915 loss_vfl: 0.866595 loss_bbox: 0.298993 loss_dfl: 0.191118 loss: 1.345654 eta: 2 days, 16:44:07 batch_cost: 1.9202 data_cost: 0.0010 ips: 24.9980 images/s [10/24 15:04:33] ppdet.engine INFO: Epoch: [105] [100/610] learning_rate: 0.217869 loss_vfl: 0.877365 loss_bbox: 0.294765 loss_dfl: 0.192313 loss: 1.368773 eta: 2 days, 16:43:27 batch_cost: 1.9611 data_cost: 0.0010 ips: 24.4755 images/s [10/24 15:05:18] ppdet.engine INFO: Epoch: [105] [120/610] learning_rate: 0.217823 loss_vfl: 0.877132 loss_bbox: 0.317034 loss_dfl: 0.204224 loss: 1.396123 eta: 2 days, 16:42:51 batch_cost: 2.0260 data_cost: 0.0013 ips: 23.6915 images/s [10/24 15:06:01] ppdet.engine INFO: Epoch: [105] [140/610] learning_rate: 0.217777 loss_vfl: 0.869277 loss_bbox: 0.286772 loss_dfl: 0.196636 loss: 1.346720 eta: 2 days, 16:42:11 batch_cost: 1.9464 data_cost: 0.0011 ips: 24.6613 images/s [10/24 15:06:45] ppdet.engine INFO: Epoch: [105] [160/610] learning_rate: 0.217731 loss_vfl: 0.875107 loss_bbox: 0.307379 loss_dfl: 0.190496 loss: 1.376325 eta: 2 days, 16:41:32 batch_cost: 1.9619 data_cost: 0.0011 ips: 24.4667 images/s [10/24 15:07:28] ppdet.engine INFO: Epoch: [105] [180/610] learning_rate: 0.217685 loss_vfl: 0.866827 loss_bbox: 0.313379 loss_dfl: 0.204849 loss: 1.379597 eta: 2 days, 16:40:51 batch_cost: 1.9331 data_cost: 0.0011 ips: 24.8303 images/s [10/24 15:08:11] ppdet.engine INFO: Epoch: [105] [200/610] learning_rate: 0.217639 loss_vfl: 0.862167 loss_bbox: 0.300732 loss_dfl: 0.199041 loss: 1.345889 eta: 2 days, 16:40:13 batch_cost: 1.9714 data_cost: 0.0010 ips: 24.3480 images/s [10/24 15:08:54] ppdet.engine INFO: Epoch: [105] [220/610] learning_rate: 0.217593 loss_vfl: 0.872515 loss_bbox: 0.291649 loss_dfl: 0.190881 loss: 1.363786 eta: 2 days, 16:39:31 batch_cost: 1.9010 data_cost: 0.0011 ips: 25.2505 images/s [10/24 15:09:37] ppdet.engine INFO: Epoch: [105] [240/610] learning_rate: 0.217547 loss_vfl: 0.869678 loss_bbox: 0.288071 loss_dfl: 0.186917 loss: 1.345940 eta: 2 days, 16:38:53 batch_cost: 1.9765 data_cost: 0.0011 ips: 24.2847 images/s [10/24 15:10:20] ppdet.engine INFO: Epoch: [105] [260/610] learning_rate: 0.217501 loss_vfl: 0.883692 loss_bbox: 0.305985 loss_dfl: 0.193896 loss: 1.379550 eta: 2 days, 16:38:13 batch_cost: 1.9389 data_cost: 0.0011 ips: 24.7569 images/s [10/24 15:11:03] ppdet.engine INFO: Epoch: [105] [280/610] learning_rate: 0.217455 loss_vfl: 0.876316 loss_bbox: 0.310078 loss_dfl: 0.198724 loss: 1.394784 eta: 2 days, 16:37:34 batch_cost: 1.9715 data_cost: 0.0011 ips: 24.3476 images/s [10/24 15:11:47] ppdet.engine INFO: Epoch: [105] [300/610] learning_rate: 0.217409 loss_vfl: 0.868814 loss_bbox: 0.307545 loss_dfl: 0.198907 loss: 1.380226 eta: 2 days, 16:36:55 batch_cost: 1.9841 data_cost: 0.0010 ips: 24.1926 images/s [10/24 15:12:31] ppdet.engine INFO: Epoch: [105] [320/610] learning_rate: 0.217363 loss_vfl: 0.874346 loss_bbox: 0.313906 loss_dfl: 0.198297 loss: 1.403387 eta: 2 days, 16:36:17 batch_cost: 1.9907 data_cost: 0.0011 ips: 24.1126 images/s [10/24 15:13:14] ppdet.engine INFO: Epoch: [105] [340/610] learning_rate: 0.217317 loss_vfl: 0.874110 loss_bbox: 0.286582 loss_dfl: 0.185056 loss: 1.348514 eta: 2 days, 16:35:38 batch_cost: 1.9568 data_cost: 0.0011 ips: 24.5304 images/s [10/24 15:13:57] ppdet.engine INFO: Epoch: [105] [360/610] learning_rate: 0.217271 loss_vfl: 0.868330 loss_bbox: 0.315692 loss_dfl: 0.196722 loss: 1.382084 eta: 2 days, 16:34:58 batch_cost: 1.9324 data_cost: 0.0011 ips: 24.8391 images/s [10/24 15:14:40] ppdet.engine INFO: Epoch: [105] [380/610] learning_rate: 0.217225 loss_vfl: 0.877970 loss_bbox: 0.296820 loss_dfl: 0.191690 loss: 1.383257 eta: 2 days, 16:34:17 batch_cost: 1.9208 data_cost: 0.0011 ips: 24.9900 images/s [10/24 15:15:24] ppdet.engine INFO: Epoch: [105] [400/610] learning_rate: 0.217179 loss_vfl: 0.882370 loss_bbox: 0.294933 loss_dfl: 0.190798 loss: 1.389560 eta: 2 days, 16:33:39 batch_cost: 1.9873 data_cost: 0.0011 ips: 24.1530 images/s [10/24 15:16:06] ppdet.engine INFO: Epoch: [105] [420/610] learning_rate: 0.217133 loss_vfl: 0.884470 loss_bbox: 0.313039 loss_dfl: 0.196672 loss: 1.384876 eta: 2 days, 16:32:59 batch_cost: 1.9427 data_cost: 0.0010 ips: 24.7076 images/s [10/24 15:16:49] ppdet.engine INFO: Epoch: [105] [440/610] learning_rate: 0.217087 loss_vfl: 0.847961 loss_bbox: 0.312186 loss_dfl: 0.192112 loss: 1.374259 eta: 2 days, 16:32:18 batch_cost: 1.9112 data_cost: 0.0016 ips: 25.1147 images/s [10/24 15:17:31] ppdet.engine INFO: Epoch: [105] [460/610] learning_rate: 0.217041 loss_vfl: 0.876724 loss_bbox: 0.300275 loss_dfl: 0.192299 loss: 1.360383 eta: 2 days, 16:31:37 batch_cost: 1.9197 data_cost: 0.0010 ips: 25.0042 images/s [10/24 15:18:14] ppdet.engine INFO: Epoch: [105] [480/610] learning_rate: 0.216995 loss_vfl: 0.865038 loss_bbox: 0.301311 loss_dfl: 0.197596 loss: 1.373572 eta: 2 days, 16:30:55 batch_cost: 1.8853 data_cost: 0.0010 ips: 25.4597 images/s [10/24 15:18:56] ppdet.engine INFO: Epoch: [105] [500/610] learning_rate: 0.216949 loss_vfl: 0.872749 loss_bbox: 0.316051 loss_dfl: 0.200134 loss: 1.389473 eta: 2 days, 16:30:14 batch_cost: 1.9111 data_cost: 0.0010 ips: 25.1169 images/s [10/24 15:19:39] ppdet.engine INFO: Epoch: [105] [520/610] learning_rate: 0.216903 loss_vfl: 0.889260 loss_bbox: 0.305665 loss_dfl: 0.196208 loss: 1.387857 eta: 2 days, 16:29:36 batch_cost: 1.9746 data_cost: 0.0010 ips: 24.3090 images/s [10/24 15:20:22] ppdet.engine INFO: Epoch: [105] [540/610] learning_rate: 0.216857 loss_vfl: 0.834622 loss_bbox: 0.310358 loss_dfl: 0.196008 loss: 1.347773 eta: 2 days, 16:28:56 batch_cost: 1.9495 data_cost: 0.0011 ips: 24.6211 images/s [10/24 15:21:05] ppdet.engine INFO: Epoch: [105] [560/610] learning_rate: 0.216811 loss_vfl: 0.882437 loss_bbox: 0.293405 loss_dfl: 0.187960 loss: 1.369367 eta: 2 days, 16:28:16 batch_cost: 1.9405 data_cost: 0.0011 ips: 24.7355 images/s [10/24 15:21:48] ppdet.engine INFO: Epoch: [105] [580/610] learning_rate: 0.216764 loss_vfl: 0.870014 loss_bbox: 0.284735 loss_dfl: 0.189430 loss: 1.357363 eta: 2 days, 16:27:37 batch_cost: 1.9768 data_cost: 0.0011 ips: 24.2814 images/s [10/24 15:22:30] ppdet.engine INFO: Epoch: [105] [600/610] learning_rate: 0.216718 loss_vfl: 0.873879 loss_bbox: 0.290016 loss_dfl: 0.193862 loss: 1.359696 eta: 2 days, 16:26:56 batch_cost: 1.8961 data_cost: 0.0011 ips: 25.3151 images/s [10/24 15:23:03] ppdet.engine INFO: Epoch: [106] [ 0/610] learning_rate: 0.216695 loss_vfl: 0.861094 loss_bbox: 0.286260 loss_dfl: 0.186641 loss: 1.335738 eta: 2 days, 16:26:51 batch_cost: 2.3293 data_cost: 0.2684 ips: 20.6069 images/s [10/24 15:23:48] ppdet.engine INFO: Epoch: [106] [ 20/610] learning_rate: 0.216649 loss_vfl: 0.873641 loss_bbox: 0.301184 loss_dfl: 0.187972 loss: 1.363516 eta: 2 days, 16:26:14 batch_cost: 2.0128 data_cost: 0.0012 ips: 23.8475 images/s [10/24 15:24:32] ppdet.engine INFO: Epoch: [106] [ 40/610] learning_rate: 0.216603 loss_vfl: 0.866053 loss_bbox: 0.286139 loss_dfl: 0.182802 loss: 1.336970 eta: 2 days, 16:25:36 batch_cost: 1.9931 data_cost: 0.0011 ips: 24.0832 images/s [10/24 15:25:16] ppdet.engine INFO: Epoch: [106] [ 60/610] learning_rate: 0.216557 loss_vfl: 0.846326 loss_bbox: 0.315064 loss_dfl: 0.200862 loss: 1.377050 eta: 2 days, 16:24:57 batch_cost: 1.9767 data_cost: 0.0011 ips: 24.2832 images/s [10/24 15:25:59] ppdet.engine INFO: Epoch: [106] [ 80/610] learning_rate: 0.216511 loss_vfl: 0.864553 loss_bbox: 0.299187 loss_dfl: 0.194130 loss: 1.354563 eta: 2 days, 16:24:18 batch_cost: 1.9512 data_cost: 0.0049 ips: 24.5998 images/s [10/24 15:26:42] ppdet.engine INFO: Epoch: [106] [100/610] learning_rate: 0.216465 loss_vfl: 0.865551 loss_bbox: 0.304954 loss_dfl: 0.196656 loss: 1.382379 eta: 2 days, 16:23:38 batch_cost: 1.9418 data_cost: 0.0011 ips: 24.7190 images/s [10/24 15:27:25] ppdet.engine INFO: Epoch: [106] [120/610] learning_rate: 0.216418 loss_vfl: 0.864222 loss_bbox: 0.301783 loss_dfl: 0.193741 loss: 1.361442 eta: 2 days, 16:22:58 batch_cost: 1.9422 data_cost: 0.0011 ips: 24.7136 images/s [10/24 15:28:08] ppdet.engine INFO: Epoch: [106] [140/610] learning_rate: 0.216372 loss_vfl: 0.888356 loss_bbox: 0.297340 loss_dfl: 0.191961 loss: 1.373262 eta: 2 days, 16:22:19 batch_cost: 1.9612 data_cost: 0.0010 ips: 24.4743 images/s [10/24 15:28:52] ppdet.engine INFO: Epoch: [106] [160/610] learning_rate: 0.216326 loss_vfl: 0.867777 loss_bbox: 0.300111 loss_dfl: 0.195731 loss: 1.380553 eta: 2 days, 16:21:40 batch_cost: 1.9638 data_cost: 0.0010 ips: 24.4425 images/s [10/24 15:29:36] ppdet.engine INFO: Epoch: [106] [180/610] learning_rate: 0.216280 loss_vfl: 0.865824 loss_bbox: 0.291690 loss_dfl: 0.190836 loss: 1.351694 eta: 2 days, 16:21:01 batch_cost: 1.9785 data_cost: 0.0011 ips: 24.2614 images/s [10/24 15:30:19] ppdet.engine INFO: Epoch: [106] [200/610] learning_rate: 0.216234 loss_vfl: 0.876776 loss_bbox: 0.287263 loss_dfl: 0.191072 loss: 1.374203 eta: 2 days, 16:20:22 batch_cost: 1.9492 data_cost: 0.0011 ips: 24.6251 images/s [10/24 15:31:03] ppdet.engine INFO: Epoch: [106] [220/610] learning_rate: 0.216187 loss_vfl: 0.869193 loss_bbox: 0.295676 loss_dfl: 0.199996 loss: 1.378537 eta: 2 days, 16:19:43 batch_cost: 1.9835 data_cost: 0.0010 ips: 24.1999 images/s [10/24 15:31:46] ppdet.engine INFO: Epoch: [106] [240/610] learning_rate: 0.216141 loss_vfl: 0.881781 loss_bbox: 0.307621 loss_dfl: 0.199199 loss: 1.382446 eta: 2 days, 16:19:03 batch_cost: 1.9302 data_cost: 0.0010 ips: 24.8679 images/s [10/24 15:32:29] ppdet.engine INFO: Epoch: [106] [260/610] learning_rate: 0.216095 loss_vfl: 0.884343 loss_bbox: 0.294992 loss_dfl: 0.195210 loss: 1.353609 eta: 2 days, 16:18:23 batch_cost: 1.9478 data_cost: 0.0010 ips: 24.6431 images/s [10/24 15:33:13] ppdet.engine INFO: Epoch: [106] [280/610] learning_rate: 0.216049 loss_vfl: 0.859814 loss_bbox: 0.288203 loss_dfl: 0.190833 loss: 1.343880 eta: 2 days, 16:17:44 batch_cost: 1.9592 data_cost: 0.0011 ips: 24.5000 images/s [10/24 15:33:56] ppdet.engine INFO: Epoch: [106] [300/610] learning_rate: 0.216002 loss_vfl: 0.871158 loss_bbox: 0.277132 loss_dfl: 0.190838 loss: 1.348001 eta: 2 days, 16:17:04 batch_cost: 1.9244 data_cost: 0.0011 ips: 24.9423 images/s [10/24 15:34:39] ppdet.engine INFO: Epoch: [106] [320/610] learning_rate: 0.215956 loss_vfl: 0.893437 loss_bbox: 0.288820 loss_dfl: 0.193574 loss: 1.365992 eta: 2 days, 16:16:24 batch_cost: 1.9426 data_cost: 0.0011 ips: 24.7092 images/s [10/24 15:35:22] ppdet.engine INFO: Epoch: [106] [340/610] learning_rate: 0.215910 loss_vfl: 0.847725 loss_bbox: 0.307847 loss_dfl: 0.194467 loss: 1.339718 eta: 2 days, 16:15:45 batch_cost: 1.9772 data_cost: 0.0011 ips: 24.2770 images/s [10/24 15:36:06] ppdet.engine INFO: Epoch: [106] [360/610] learning_rate: 0.215864 loss_vfl: 0.861395 loss_bbox: 0.301864 loss_dfl: 0.191199 loss: 1.366933 eta: 2 days, 16:15:06 batch_cost: 1.9769 data_cost: 0.0011 ips: 24.2807 images/s [10/24 15:36:49] ppdet.engine INFO: Epoch: [106] [380/610] learning_rate: 0.215817 loss_vfl: 0.885096 loss_bbox: 0.305557 loss_dfl: 0.195252 loss: 1.401010 eta: 2 days, 16:14:27 batch_cost: 1.9625 data_cost: 0.0011 ips: 24.4587 images/s [10/24 15:37:32] ppdet.engine INFO: Epoch: [106] [400/610] learning_rate: 0.215771 loss_vfl: 0.859253 loss_bbox: 0.287351 loss_dfl: 0.188993 loss: 1.351793 eta: 2 days, 16:13:47 batch_cost: 1.9357 data_cost: 0.0011 ips: 24.7971 images/s [10/24 15:38:15] ppdet.engine INFO: Epoch: [106] [420/610] learning_rate: 0.215725 loss_vfl: 0.871792 loss_bbox: 0.298471 loss_dfl: 0.197821 loss: 1.396616 eta: 2 days, 16:13:08 batch_cost: 1.9565 data_cost: 0.0011 ips: 24.5330 images/s [10/24 15:38:58] ppdet.engine INFO: Epoch: [106] [440/610] learning_rate: 0.215679 loss_vfl: 0.869651 loss_bbox: 0.298948 loss_dfl: 0.190471 loss: 1.372017 eta: 2 days, 16:12:27 batch_cost: 1.9174 data_cost: 0.0012 ips: 25.0340 images/s [10/24 15:39:42] ppdet.engine INFO: Epoch: [106] [460/610] learning_rate: 0.215632 loss_vfl: 0.864787 loss_bbox: 0.298220 loss_dfl: 0.194956 loss: 1.356571 eta: 2 days, 16:11:48 batch_cost: 1.9731 data_cost: 0.0011 ips: 24.3277 images/s [10/24 15:40:26] ppdet.engine INFO: Epoch: [106] [480/610] learning_rate: 0.215586 loss_vfl: 0.890358 loss_bbox: 0.297035 loss_dfl: 0.206130 loss: 1.382645 eta: 2 days, 16:11:09 batch_cost: 1.9708 data_cost: 0.0011 ips: 24.3552 images/s [10/24 15:41:10] ppdet.engine INFO: Epoch: [106] [500/610] learning_rate: 0.215540 loss_vfl: 0.867361 loss_bbox: 0.291030 loss_dfl: 0.193424 loss: 1.357971 eta: 2 days, 16:10:32 batch_cost: 2.0005 data_cost: 0.0011 ips: 23.9946 images/s [10/24 15:41:54] ppdet.engine INFO: Epoch: [106] [520/610] learning_rate: 0.215493 loss_vfl: 0.858019 loss_bbox: 0.282374 loss_dfl: 0.186615 loss: 1.342771 eta: 2 days, 16:09:54 batch_cost: 2.0007 data_cost: 0.0016 ips: 23.9914 images/s [10/24 15:42:37] ppdet.engine INFO: Epoch: [106] [540/610] learning_rate: 0.215447 loss_vfl: 0.872959 loss_bbox: 0.307228 loss_dfl: 0.195343 loss: 1.370410 eta: 2 days, 16:09:13 batch_cost: 1.9172 data_cost: 0.0011 ips: 25.0360 images/s [10/24 15:43:20] ppdet.engine INFO: Epoch: [106] [560/610] learning_rate: 0.215401 loss_vfl: 0.878331 loss_bbox: 0.296287 loss_dfl: 0.200105 loss: 1.362318 eta: 2 days, 16:08:33 batch_cost: 1.9325 data_cost: 0.0011 ips: 24.8378 images/s [10/24 15:44:03] ppdet.engine INFO: Epoch: [106] [580/610] learning_rate: 0.215354 loss_vfl: 0.862074 loss_bbox: 0.326264 loss_dfl: 0.202359 loss: 1.393831 eta: 2 days, 16:07:53 batch_cost: 1.9424 data_cost: 0.0011 ips: 24.7121 images/s [10/24 15:44:45] ppdet.engine INFO: Epoch: [106] [600/610] learning_rate: 0.215308 loss_vfl: 0.890887 loss_bbox: 0.295392 loss_dfl: 0.185530 loss: 1.369204 eta: 2 days, 16:07:11 batch_cost: 1.8852 data_cost: 0.0012 ips: 25.4621 images/s [10/24 15:45:18] ppdet.engine INFO: Epoch: [107] [ 0/610] learning_rate: 0.215285 loss_vfl: 0.887632 loss_bbox: 0.290738 loss_dfl: 0.185477 loss: 1.357938 eta: 2 days, 16:07:07 batch_cost: 2.3266 data_cost: 0.2202 ips: 20.6313 images/s [10/24 15:46:01] ppdet.engine INFO: Epoch: [107] [ 20/610] learning_rate: 0.215238 loss_vfl: 0.861267 loss_bbox: 0.299992 loss_dfl: 0.198765 loss: 1.374199 eta: 2 days, 16:06:29 batch_cost: 1.9773 data_cost: 0.0012 ips: 24.2758 images/s [10/24 15:46:45] ppdet.engine INFO: Epoch: [107] [ 40/610] learning_rate: 0.215192 loss_vfl: 0.843801 loss_bbox: 0.290484 loss_dfl: 0.189508 loss: 1.355120 eta: 2 days, 16:05:49 batch_cost: 1.9486 data_cost: 0.0010 ips: 24.6329 images/s [10/24 15:47:29] ppdet.engine INFO: Epoch: [107] [ 60/610] learning_rate: 0.215146 loss_vfl: 0.853719 loss_bbox: 0.309314 loss_dfl: 0.199341 loss: 1.357713 eta: 2 days, 16:05:10 batch_cost: 1.9619 data_cost: 0.0010 ips: 24.4661 images/s [10/24 15:48:12] ppdet.engine INFO: Epoch: [107] [ 80/610] learning_rate: 0.215099 loss_vfl: 0.884469 loss_bbox: 0.295237 loss_dfl: 0.189273 loss: 1.358658 eta: 2 days, 16:04:30 batch_cost: 1.9351 data_cost: 0.0011 ips: 24.8044 images/s [10/24 15:48:55] ppdet.engine INFO: Epoch: [107] [100/610] learning_rate: 0.215053 loss_vfl: 0.871452 loss_bbox: 0.303169 loss_dfl: 0.192295 loss: 1.357818 eta: 2 days, 16:03:52 batch_cost: 1.9871 data_cost: 0.0011 ips: 24.1557 images/s [10/24 15:49:38] ppdet.engine INFO: Epoch: [107] [120/610] learning_rate: 0.215006 loss_vfl: 0.864661 loss_bbox: 0.286269 loss_dfl: 0.182077 loss: 1.328594 eta: 2 days, 16:03:12 batch_cost: 1.9359 data_cost: 0.0010 ips: 24.7951 images/s [10/24 15:50:21] ppdet.engine INFO: Epoch: [107] [140/610] learning_rate: 0.214960 loss_vfl: 0.891566 loss_bbox: 0.297657 loss_dfl: 0.191993 loss: 1.379246 eta: 2 days, 16:02:32 batch_cost: 1.9422 data_cost: 0.0011 ips: 24.7139 images/s [10/24 15:51:04] ppdet.engine INFO: Epoch: [107] [160/610] learning_rate: 0.214913 loss_vfl: 0.854292 loss_bbox: 0.279776 loss_dfl: 0.187957 loss: 1.357154 eta: 2 days, 16:01:52 batch_cost: 1.9581 data_cost: 0.0011 ips: 24.5135 images/s [10/24 15:51:47] ppdet.engine INFO: Epoch: [107] [180/610] learning_rate: 0.214867 loss_vfl: 0.859081 loss_bbox: 0.304754 loss_dfl: 0.187347 loss: 1.340140 eta: 2 days, 16:01:14 batch_cost: 1.9738 data_cost: 0.0011 ips: 24.3180 images/s [10/24 15:52:31] ppdet.engine INFO: Epoch: [107] [200/610] learning_rate: 0.214821 loss_vfl: 0.876238 loss_bbox: 0.307452 loss_dfl: 0.199478 loss: 1.380700 eta: 2 days, 16:00:35 batch_cost: 1.9709 data_cost: 0.0011 ips: 24.3540 images/s [10/24 15:53:15] ppdet.engine INFO: Epoch: [107] [220/610] learning_rate: 0.214774 loss_vfl: 0.860172 loss_bbox: 0.315431 loss_dfl: 0.197731 loss: 1.381344 eta: 2 days, 15:59:57 batch_cost: 1.9892 data_cost: 0.0012 ips: 24.1301 images/s [10/24 15:53:59] ppdet.engine INFO: Epoch: [107] [240/610] learning_rate: 0.214728 loss_vfl: 0.871537 loss_bbox: 0.303201 loss_dfl: 0.200695 loss: 1.387630 eta: 2 days, 15:59:19 batch_cost: 1.9969 data_cost: 0.0011 ips: 24.0377 images/s [10/24 15:54:42] ppdet.engine INFO: Epoch: [107] [260/610] learning_rate: 0.214681 loss_vfl: 0.862037 loss_bbox: 0.309132 loss_dfl: 0.202534 loss: 1.346704 eta: 2 days, 15:58:39 batch_cost: 1.9625 data_cost: 0.0011 ips: 24.4586 images/s [10/24 15:55:25] ppdet.engine INFO: Epoch: [107] [280/610] learning_rate: 0.214635 loss_vfl: 0.866748 loss_bbox: 0.274210 loss_dfl: 0.183345 loss: 1.327797 eta: 2 days, 15:58:00 batch_cost: 1.9554 data_cost: 0.0011 ips: 24.5476 images/s [10/24 15:56:07] ppdet.engine INFO: Epoch: [107] [300/610] learning_rate: 0.214588 loss_vfl: 0.862615 loss_bbox: 0.313615 loss_dfl: 0.199460 loss: 1.381716 eta: 2 days, 15:57:19 batch_cost: 1.9193 data_cost: 0.0011 ips: 25.0096 images/s [10/24 15:56:50] ppdet.engine INFO: Epoch: [107] [320/610] learning_rate: 0.214542 loss_vfl: 0.867582 loss_bbox: 0.307342 loss_dfl: 0.186875 loss: 1.364118 eta: 2 days, 15:56:38 batch_cost: 1.8962 data_cost: 0.0011 ips: 25.3134 images/s [10/24 15:57:33] ppdet.engine INFO: Epoch: [107] [340/610] learning_rate: 0.214495 loss_vfl: 0.879938 loss_bbox: 0.293358 loss_dfl: 0.190357 loss: 1.377264 eta: 2 days, 15:55:59 batch_cost: 1.9781 data_cost: 0.0010 ips: 24.2651 images/s [10/24 15:58:17] ppdet.engine INFO: Epoch: [107] [360/610] learning_rate: 0.214449 loss_vfl: 0.857462 loss_bbox: 0.301653 loss_dfl: 0.194151 loss: 1.359103 eta: 2 days, 15:55:19 batch_cost: 1.9322 data_cost: 0.0011 ips: 24.8425 images/s [10/24 15:58:59] ppdet.engine INFO: Epoch: [107] [380/610] learning_rate: 0.214402 loss_vfl: 0.846478 loss_bbox: 0.298025 loss_dfl: 0.188828 loss: 1.342286 eta: 2 days, 15:54:39 batch_cost: 1.9446 data_cost: 0.0011 ips: 24.6835 images/s [10/24 15:59:43] ppdet.engine INFO: Epoch: [107] [400/610] learning_rate: 0.214356 loss_vfl: 0.879067 loss_bbox: 0.270429 loss_dfl: 0.179284 loss: 1.341537 eta: 2 days, 15:54:00 batch_cost: 1.9691 data_cost: 0.0011 ips: 24.3771 images/s [10/24 16:00:27] ppdet.engine INFO: Epoch: [107] [420/610] learning_rate: 0.214309 loss_vfl: 0.859660 loss_bbox: 0.312790 loss_dfl: 0.196072 loss: 1.383320 eta: 2 days, 15:53:22 batch_cost: 1.9761 data_cost: 0.0011 ips: 24.2907 images/s [10/24 16:01:10] ppdet.engine INFO: Epoch: [107] [440/610] learning_rate: 0.214263 loss_vfl: 0.882393 loss_bbox: 0.301613 loss_dfl: 0.188171 loss: 1.358949 eta: 2 days, 15:52:41 batch_cost: 1.9279 data_cost: 0.0011 ips: 24.8978 images/s [10/24 16:01:54] ppdet.engine INFO: Epoch: [107] [460/610] learning_rate: 0.214216 loss_vfl: 0.868459 loss_bbox: 0.304584 loss_dfl: 0.195099 loss: 1.357581 eta: 2 days, 15:52:02 batch_cost: 1.9594 data_cost: 0.0011 ips: 24.4972 images/s [10/24 16:02:37] ppdet.engine INFO: Epoch: [107] [480/610] learning_rate: 0.214170 loss_vfl: 0.868294 loss_bbox: 0.283576 loss_dfl: 0.191954 loss: 1.358664 eta: 2 days, 15:51:22 batch_cost: 1.9227 data_cost: 0.0011 ips: 24.9645 images/s [10/24 16:03:20] ppdet.engine INFO: Epoch: [107] [500/610] learning_rate: 0.214123 loss_vfl: 0.871222 loss_bbox: 0.291257 loss_dfl: 0.189305 loss: 1.377785 eta: 2 days, 15:50:43 batch_cost: 1.9674 data_cost: 0.0011 ips: 24.3973 images/s [10/24 16:04:02] ppdet.engine INFO: Epoch: [107] [520/610] learning_rate: 0.214077 loss_vfl: 0.865249 loss_bbox: 0.319189 loss_dfl: 0.199013 loss: 1.373032 eta: 2 days, 15:50:01 batch_cost: 1.9079 data_cost: 0.0011 ips: 25.1584 images/s [10/24 16:04:46] ppdet.engine INFO: Epoch: [107] [540/610] learning_rate: 0.214030 loss_vfl: 0.861233 loss_bbox: 0.301594 loss_dfl: 0.196889 loss: 1.347661 eta: 2 days, 15:49:22 batch_cost: 1.9663 data_cost: 0.0052 ips: 24.4118 images/s [10/24 16:05:30] ppdet.engine INFO: Epoch: [107] [560/610] learning_rate: 0.213983 loss_vfl: 0.884036 loss_bbox: 0.303833 loss_dfl: 0.194630 loss: 1.380470 eta: 2 days, 15:48:44 batch_cost: 1.9784 data_cost: 0.0010 ips: 24.2623 images/s [10/24 16:06:13] ppdet.engine INFO: Epoch: [107] [580/610] learning_rate: 0.213937 loss_vfl: 0.891402 loss_bbox: 0.325435 loss_dfl: 0.208147 loss: 1.419842 eta: 2 days, 15:48:05 batch_cost: 1.9710 data_cost: 0.0011 ips: 24.3530 images/s [10/24 16:06:55] ppdet.engine INFO: Epoch: [107] [600/610] learning_rate: 0.213890 loss_vfl: 0.891658 loss_bbox: 0.314822 loss_dfl: 0.196226 loss: 1.375311 eta: 2 days, 15:47:25 batch_cost: 1.9275 data_cost: 0.0011 ips: 24.9022 images/s [10/24 16:07:27] ppdet.engine INFO: Epoch: [108] [ 0/610] learning_rate: 0.213867 loss_vfl: 0.872877 loss_bbox: 0.290327 loss_dfl: 0.192035 loss: 1.370247 eta: 2 days, 15:47:19 batch_cost: 2.3392 data_cost: 0.2018 ips: 20.5195 images/s [10/24 16:08:10] ppdet.engine INFO: Epoch: [108] [ 20/610] learning_rate: 0.213820 loss_vfl: 0.858636 loss_bbox: 0.292777 loss_dfl: 0.188955 loss: 1.363748 eta: 2 days, 15:46:40 batch_cost: 1.9492 data_cost: 0.0011 ips: 24.6254 images/s [10/24 16:08:53] ppdet.engine INFO: Epoch: [108] [ 40/610] learning_rate: 0.213774 loss_vfl: 0.862281 loss_bbox: 0.290061 loss_dfl: 0.191083 loss: 1.343224 eta: 2 days, 15:46:00 batch_cost: 1.9341 data_cost: 0.0011 ips: 24.8177 images/s [10/24 16:09:36] ppdet.engine INFO: Epoch: [108] [ 60/610] learning_rate: 0.213727 loss_vfl: 0.863177 loss_bbox: 0.308107 loss_dfl: 0.192280 loss: 1.351246 eta: 2 days, 15:45:19 batch_cost: 1.9263 data_cost: 0.0011 ips: 24.9186 images/s [10/24 16:10:19] ppdet.engine INFO: Epoch: [108] [ 80/610] learning_rate: 0.213680 loss_vfl: 0.867986 loss_bbox: 0.275977 loss_dfl: 0.188590 loss: 1.336992 eta: 2 days, 15:44:40 batch_cost: 1.9539 data_cost: 0.0011 ips: 24.5660 images/s [10/24 16:11:02] ppdet.engine INFO: Epoch: [108] [100/610] learning_rate: 0.213634 loss_vfl: 0.841617 loss_bbox: 0.311839 loss_dfl: 0.202511 loss: 1.365586 eta: 2 days, 15:44:00 batch_cost: 1.9499 data_cost: 0.0011 ips: 24.6168 images/s [10/24 16:11:45] ppdet.engine INFO: Epoch: [108] [120/610] learning_rate: 0.213587 loss_vfl: 0.854869 loss_bbox: 0.308738 loss_dfl: 0.194787 loss: 1.372009 eta: 2 days, 15:43:21 batch_cost: 1.9647 data_cost: 0.0011 ips: 24.4309 images/s [10/24 16:12:28] ppdet.engine INFO: Epoch: [108] [140/610] learning_rate: 0.213541 loss_vfl: 0.843661 loss_bbox: 0.318422 loss_dfl: 0.196272 loss: 1.374014 eta: 2 days, 15:42:41 batch_cost: 1.9269 data_cost: 0.0010 ips: 24.9100 images/s [10/24 16:13:11] ppdet.engine INFO: Epoch: [108] [160/610] learning_rate: 0.213494 loss_vfl: 0.857316 loss_bbox: 0.299834 loss_dfl: 0.196325 loss: 1.369204 eta: 2 days, 15:42:00 batch_cost: 1.9206 data_cost: 0.0011 ips: 24.9917 images/s [10/24 16:13:53] ppdet.engine INFO: Epoch: [108] [180/610] learning_rate: 0.213447 loss_vfl: 0.859205 loss_bbox: 0.298692 loss_dfl: 0.191367 loss: 1.367893 eta: 2 days, 15:41:19 batch_cost: 1.9191 data_cost: 0.0011 ips: 25.0119 images/s [10/24 16:14:37] ppdet.engine INFO: Epoch: [108] [200/610] learning_rate: 0.213401 loss_vfl: 0.852503 loss_bbox: 0.299905 loss_dfl: 0.191527 loss: 1.349660 eta: 2 days, 15:40:40 batch_cost: 1.9680 data_cost: 0.0011 ips: 24.3900 images/s [10/24 16:15:20] ppdet.engine INFO: Epoch: [108] [220/610] learning_rate: 0.213354 loss_vfl: 0.885423 loss_bbox: 0.307185 loss_dfl: 0.202445 loss: 1.398909 eta: 2 days, 15:40:02 batch_cost: 1.9703 data_cost: 0.0010 ips: 24.3624 images/s [10/24 16:16:04] ppdet.engine INFO: Epoch: [108] [240/610] learning_rate: 0.213307 loss_vfl: 0.881180 loss_bbox: 0.306055 loss_dfl: 0.195370 loss: 1.378579 eta: 2 days, 15:39:24 batch_cost: 2.0033 data_cost: 0.0010 ips: 23.9610 images/s [10/24 16:16:48] ppdet.engine INFO: Epoch: [108] [260/610] learning_rate: 0.213260 loss_vfl: 0.857861 loss_bbox: 0.302407 loss_dfl: 0.201057 loss: 1.355295 eta: 2 days, 15:38:45 batch_cost: 1.9651 data_cost: 0.0010 ips: 24.4265 images/s [10/24 16:17:30] ppdet.engine INFO: Epoch: [108] [280/610] learning_rate: 0.213214 loss_vfl: 0.879897 loss_bbox: 0.291404 loss_dfl: 0.194668 loss: 1.369642 eta: 2 days, 15:38:06 batch_cost: 1.9824 data_cost: 0.0011 ips: 24.2125 images/s [10/24 16:18:14] ppdet.engine INFO: Epoch: [108] [300/610] learning_rate: 0.213167 loss_vfl: 0.861015 loss_bbox: 0.287622 loss_dfl: 0.192435 loss: 1.339681 eta: 2 days, 15:37:27 batch_cost: 1.9449 data_cost: 0.0010 ips: 24.6804 images/s [10/24 16:18:57] ppdet.engine INFO: Epoch: [108] [320/610] learning_rate: 0.213120 loss_vfl: 0.872778 loss_bbox: 0.292555 loss_dfl: 0.185368 loss: 1.342424 eta: 2 days, 15:36:48 batch_cost: 1.9674 data_cost: 0.0010 ips: 24.3974 images/s [10/24 16:19:40] ppdet.engine INFO: Epoch: [108] [340/610] learning_rate: 0.213074 loss_vfl: 0.877699 loss_bbox: 0.291109 loss_dfl: 0.188426 loss: 1.335000 eta: 2 days, 15:36:08 batch_cost: 1.9575 data_cost: 0.0011 ips: 24.5216 images/s [10/24 16:20:23] ppdet.engine INFO: Epoch: [108] [360/610] learning_rate: 0.213027 loss_vfl: 0.892830 loss_bbox: 0.307131 loss_dfl: 0.195024 loss: 1.386144 eta: 2 days, 15:35:29 batch_cost: 1.9682 data_cost: 0.0010 ips: 24.3883 images/s [10/24 16:21:07] ppdet.engine INFO: Epoch: [108] [380/610] learning_rate: 0.212980 loss_vfl: 0.870329 loss_bbox: 0.289160 loss_dfl: 0.186170 loss: 1.359544 eta: 2 days, 15:34:51 batch_cost: 1.9873 data_cost: 0.0011 ips: 24.1531 images/s [10/24 16:21:50] ppdet.engine INFO: Epoch: [108] [400/610] learning_rate: 0.212933 loss_vfl: 0.868522 loss_bbox: 0.282430 loss_dfl: 0.191365 loss: 1.347666 eta: 2 days, 15:34:11 batch_cost: 1.9238 data_cost: 0.0011 ips: 24.9511 images/s [10/24 16:22:33] ppdet.engine INFO: Epoch: [108] [420/610] learning_rate: 0.212887 loss_vfl: 0.874383 loss_bbox: 0.285828 loss_dfl: 0.189109 loss: 1.354887 eta: 2 days, 15:33:31 batch_cost: 1.9496 data_cost: 0.0011 ips: 24.6210 images/s [10/24 16:23:16] ppdet.engine INFO: Epoch: [108] [440/610] learning_rate: 0.212840 loss_vfl: 0.887837 loss_bbox: 0.295940 loss_dfl: 0.187450 loss: 1.385403 eta: 2 days, 15:32:51 batch_cost: 1.9491 data_cost: 0.0011 ips: 24.6264 images/s [10/24 16:23:59] ppdet.engine INFO: Epoch: [108] [460/610] learning_rate: 0.212793 loss_vfl: 0.855421 loss_bbox: 0.304882 loss_dfl: 0.201994 loss: 1.380160 eta: 2 days, 15:32:10 batch_cost: 1.9091 data_cost: 0.0011 ips: 25.1431 images/s [10/24 16:24:41] ppdet.engine INFO: Epoch: [108] [480/610] learning_rate: 0.212746 loss_vfl: 0.856135 loss_bbox: 0.295039 loss_dfl: 0.186092 loss: 1.347995 eta: 2 days, 15:31:30 batch_cost: 1.9192 data_cost: 0.0010 ips: 25.0104 images/s [10/24 16:25:24] ppdet.engine INFO: Epoch: [108] [500/610] learning_rate: 0.212700 loss_vfl: 0.872521 loss_bbox: 0.302443 loss_dfl: 0.194725 loss: 1.398933 eta: 2 days, 15:30:50 batch_cost: 1.9403 data_cost: 0.0011 ips: 24.7384 images/s [10/24 16:26:07] ppdet.engine INFO: Epoch: [108] [520/610] learning_rate: 0.212653 loss_vfl: 0.870655 loss_bbox: 0.298821 loss_dfl: 0.193175 loss: 1.352698 eta: 2 days, 15:30:08 batch_cost: 1.8874 data_cost: 0.0010 ips: 25.4315 images/s [10/24 16:26:50] ppdet.engine INFO: Epoch: [108] [540/610] learning_rate: 0.212606 loss_vfl: 0.873458 loss_bbox: 0.291857 loss_dfl: 0.189484 loss: 1.347114 eta: 2 days, 15:29:28 batch_cost: 1.9341 data_cost: 0.0011 ips: 24.8175 images/s [10/24 16:27:31] ppdet.engine INFO: Epoch: [108] [560/610] learning_rate: 0.212559 loss_vfl: 0.861465 loss_bbox: 0.310437 loss_dfl: 0.194946 loss: 1.357725 eta: 2 days, 15:28:46 batch_cost: 1.8747 data_cost: 0.0011 ips: 25.6046 images/s [10/24 16:28:14] ppdet.engine INFO: Epoch: [108] [580/610] learning_rate: 0.212512 loss_vfl: 0.894065 loss_bbox: 0.309757 loss_dfl: 0.200469 loss: 1.366643 eta: 2 days, 15:28:05 batch_cost: 1.9146 data_cost: 0.0011 ips: 25.0709 images/s [10/24 16:28:55] ppdet.engine INFO: Epoch: [108] [600/610] learning_rate: 0.212466 loss_vfl: 0.880834 loss_bbox: 0.296271 loss_dfl: 0.198587 loss: 1.349446 eta: 2 days, 15:27:23 batch_cost: 1.8832 data_cost: 0.0011 ips: 25.4892 images/s [10/24 16:29:27] ppdet.engine INFO: Epoch: [109] [ 0/610] learning_rate: 0.212442 loss_vfl: 0.877093 loss_bbox: 0.276874 loss_dfl: 0.187549 loss: 1.338614 eta: 2 days, 15:27:17 batch_cost: 2.2977 data_cost: 0.3007 ips: 20.8903 images/s [10/24 16:30:11] ppdet.engine INFO: Epoch: [109] [ 20/610] learning_rate: 0.212395 loss_vfl: 0.864546 loss_bbox: 0.308899 loss_dfl: 0.204821 loss: 1.377193 eta: 2 days, 15:26:38 batch_cost: 1.9605 data_cost: 0.0012 ips: 24.4831 images/s [10/24 16:30:56] ppdet.engine INFO: Epoch: [109] [ 40/610] learning_rate: 0.212348 loss_vfl: 0.865503 loss_bbox: 0.300676 loss_dfl: 0.194742 loss: 1.354805 eta: 2 days, 15:26:01 batch_cost: 2.0227 data_cost: 0.0011 ips: 23.7306 images/s [10/24 16:31:40] ppdet.engine INFO: Epoch: [109] [ 60/610] learning_rate: 0.212302 loss_vfl: 0.852924 loss_bbox: 0.294634 loss_dfl: 0.190963 loss: 1.348686 eta: 2 days, 15:25:21 batch_cost: 1.9382 data_cost: 0.0011 ips: 24.7653 images/s [10/24 16:32:23] ppdet.engine INFO: Epoch: [109] [ 80/610] learning_rate: 0.212255 loss_vfl: 0.894118 loss_bbox: 0.288213 loss_dfl: 0.189735 loss: 1.386440 eta: 2 days, 15:24:42 batch_cost: 1.9807 data_cost: 0.0011 ips: 24.2337 images/s [10/24 16:33:07] ppdet.engine INFO: Epoch: [109] [100/610] learning_rate: 0.212208 loss_vfl: 0.882851 loss_bbox: 0.294036 loss_dfl: 0.184486 loss: 1.351570 eta: 2 days, 15:24:03 batch_cost: 1.9681 data_cost: 0.0011 ips: 24.3886 images/s [10/24 16:33:51] ppdet.engine INFO: Epoch: [109] [120/610] learning_rate: 0.212161 loss_vfl: 0.862233 loss_bbox: 0.296844 loss_dfl: 0.196392 loss: 1.370613 eta: 2 days, 15:23:25 batch_cost: 1.9922 data_cost: 0.0012 ips: 24.0935 images/s [10/24 16:34:33] ppdet.engine INFO: Epoch: [109] [140/610] learning_rate: 0.212114 loss_vfl: 0.844549 loss_bbox: 0.309810 loss_dfl: 0.200996 loss: 1.374436 eta: 2 days, 15:22:44 batch_cost: 1.9185 data_cost: 0.0011 ips: 25.0192 images/s [10/24 16:35:17] ppdet.engine INFO: Epoch: [109] [160/610] learning_rate: 0.212067 loss_vfl: 0.867909 loss_bbox: 0.298608 loss_dfl: 0.196091 loss: 1.370455 eta: 2 days, 15:22:06 batch_cost: 1.9832 data_cost: 0.0011 ips: 24.2030 images/s [10/24 16:36:01] ppdet.engine INFO: Epoch: [109] [180/610] learning_rate: 0.212020 loss_vfl: 0.841427 loss_bbox: 0.294100 loss_dfl: 0.190924 loss: 1.342541 eta: 2 days, 15:21:27 batch_cost: 1.9629 data_cost: 0.0011 ips: 24.4541 images/s [10/24 16:36:46] ppdet.engine INFO: Epoch: [109] [200/610] learning_rate: 0.211973 loss_vfl: 0.872063 loss_bbox: 0.288456 loss_dfl: 0.194648 loss: 1.360275 eta: 2 days, 15:20:51 batch_cost: 2.0470 data_cost: 0.0011 ips: 23.4493 images/s [10/24 16:37:29] ppdet.engine INFO: Epoch: [109] [220/610] learning_rate: 0.211927 loss_vfl: 0.854920 loss_bbox: 0.303045 loss_dfl: 0.202828 loss: 1.394602 eta: 2 days, 15:20:12 batch_cost: 1.9696 data_cost: 0.0011 ips: 24.3709 images/s [10/24 16:38:11] ppdet.engine INFO: Epoch: [109] [240/610] learning_rate: 0.211880 loss_vfl: 0.866290 loss_bbox: 0.284186 loss_dfl: 0.185144 loss: 1.348169 eta: 2 days, 15:19:32 batch_cost: 1.9388 data_cost: 0.0011 ips: 24.7581 images/s [10/24 16:38:55] ppdet.engine INFO: Epoch: [109] [260/610] learning_rate: 0.211833 loss_vfl: 0.870714 loss_bbox: 0.303213 loss_dfl: 0.196916 loss: 1.379474 eta: 2 days, 15:18:52 batch_cost: 1.9422 data_cost: 0.0011 ips: 24.7148 images/s [10/24 16:39:38] ppdet.engine INFO: Epoch: [109] [280/610] learning_rate: 0.211786 loss_vfl: 0.864776 loss_bbox: 0.295310 loss_dfl: 0.192350 loss: 1.379981 eta: 2 days, 15:18:12 batch_cost: 1.9478 data_cost: 0.0011 ips: 24.6431 images/s [10/24 16:40:20] ppdet.engine INFO: Epoch: [109] [300/610] learning_rate: 0.211739 loss_vfl: 0.876642 loss_bbox: 0.301011 loss_dfl: 0.191897 loss: 1.384346 eta: 2 days, 15:17:31 batch_cost: 1.9028 data_cost: 0.0011 ips: 25.2261 images/s [10/24 16:41:02] ppdet.engine INFO: Epoch: [109] [320/610] learning_rate: 0.211692 loss_vfl: 0.871863 loss_bbox: 0.300733 loss_dfl: 0.197850 loss: 1.369544 eta: 2 days, 15:16:50 batch_cost: 1.8983 data_cost: 0.0011 ips: 25.2854 images/s [10/24 16:41:46] ppdet.engine INFO: Epoch: [109] [340/610] learning_rate: 0.211645 loss_vfl: 0.869779 loss_bbox: 0.318867 loss_dfl: 0.203508 loss: 1.387364 eta: 2 days, 15:16:10 batch_cost: 1.9560 data_cost: 0.0011 ips: 24.5394 images/s [10/24 16:42:29] ppdet.engine INFO: Epoch: [109] [360/610] learning_rate: 0.211598 loss_vfl: 0.883309 loss_bbox: 0.278415 loss_dfl: 0.187843 loss: 1.337806 eta: 2 days, 15:15:31 batch_cost: 1.9438 data_cost: 0.0011 ips: 24.6944 images/s [10/24 16:43:12] ppdet.engine INFO: Epoch: [109] [380/610] learning_rate: 0.211551 loss_vfl: 0.871834 loss_bbox: 0.317951 loss_dfl: 0.201344 loss: 1.371017 eta: 2 days, 15:14:51 batch_cost: 1.9420 data_cost: 0.0010 ips: 24.7166 images/s [10/24 16:43:55] ppdet.engine INFO: Epoch: [109] [400/610] learning_rate: 0.211504 loss_vfl: 0.873600 loss_bbox: 0.282232 loss_dfl: 0.190917 loss: 1.339667 eta: 2 days, 15:14:10 batch_cost: 1.9238 data_cost: 0.0010 ips: 24.9505 images/s [10/24 16:44:39] ppdet.engine INFO: Epoch: [109] [420/610] learning_rate: 0.211457 loss_vfl: 0.879665 loss_bbox: 0.311422 loss_dfl: 0.192918 loss: 1.381088 eta: 2 days, 15:13:32 batch_cost: 1.9961 data_cost: 0.0011 ips: 24.0464 images/s [10/24 16:45:22] ppdet.engine INFO: Epoch: [109] [440/610] learning_rate: 0.211410 loss_vfl: 0.889192 loss_bbox: 0.302959 loss_dfl: 0.189202 loss: 1.375897 eta: 2 days, 15:12:52 batch_cost: 1.9328 data_cost: 0.0011 ips: 24.8342 images/s [10/24 16:46:05] ppdet.engine INFO: Epoch: [109] [460/610] learning_rate: 0.211363 loss_vfl: 0.873430 loss_bbox: 0.288601 loss_dfl: 0.189843 loss: 1.354744 eta: 2 days, 15:12:13 batch_cost: 1.9697 data_cost: 0.0011 ips: 24.3687 images/s [10/24 16:46:48] ppdet.engine INFO: Epoch: [109] [480/610] learning_rate: 0.211316 loss_vfl: 0.874266 loss_bbox: 0.293130 loss_dfl: 0.192020 loss: 1.345288 eta: 2 days, 15:11:33 batch_cost: 1.9243 data_cost: 0.0011 ips: 24.9436 images/s [10/24 16:47:32] ppdet.engine INFO: Epoch: [109] [500/610] learning_rate: 0.211269 loss_vfl: 0.888134 loss_bbox: 0.312674 loss_dfl: 0.202404 loss: 1.409191 eta: 2 days, 15:10:55 batch_cost: 2.0012 data_cost: 0.0047 ips: 23.9858 images/s [10/24 16:48:16] ppdet.engine INFO: Epoch: [109] [520/610] learning_rate: 0.211222 loss_vfl: 0.887776 loss_bbox: 0.289467 loss_dfl: 0.190660 loss: 1.363498 eta: 2 days, 15:10:17 batch_cost: 1.9885 data_cost: 0.0011 ips: 24.1383 images/s [10/24 16:48:58] ppdet.engine INFO: Epoch: [109] [540/610] learning_rate: 0.211175 loss_vfl: 0.850979 loss_bbox: 0.289744 loss_dfl: 0.188717 loss: 1.339951 eta: 2 days, 15:09:37 batch_cost: 1.9557 data_cost: 0.0011 ips: 24.5440 images/s [10/24 16:49:42] ppdet.engine INFO: Epoch: [109] [560/610] learning_rate: 0.211128 loss_vfl: 0.875745 loss_bbox: 0.290056 loss_dfl: 0.190728 loss: 1.342995 eta: 2 days, 15:08:59 batch_cost: 1.9966 data_cost: 0.0011 ips: 24.0404 images/s [10/24 16:50:26] ppdet.engine INFO: Epoch: [109] [580/610] learning_rate: 0.211081 loss_vfl: 0.888740 loss_bbox: 0.286240 loss_dfl: 0.185383 loss: 1.349592 eta: 2 days, 15:08:20 batch_cost: 1.9665 data_cost: 0.0011 ips: 24.4086 images/s [10/24 16:51:08] ppdet.engine INFO: Epoch: [109] [600/610] learning_rate: 0.211034 loss_vfl: 0.864839 loss_bbox: 0.300296 loss_dfl: 0.194097 loss: 1.349868 eta: 2 days, 15:07:39 batch_cost: 1.9122 data_cost: 0.0011 ips: 25.1020 images/s [10/24 16:51:29] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/24 16:51:30] ppdet.engine INFO: Eval iter: 0 [10/24 16:52:01] ppdet.engine INFO: Eval iter: 100 [10/24 16:52:23] ppdet.engine INFO: Eval iter: 200 [10/24 16:52:45] ppdet.engine INFO: Eval iter: 300 [10/24 16:53:08] ppdet.engine INFO: Eval iter: 400 [10/24 16:53:30] ppdet.engine INFO: Eval iter: 500 [10/24 16:53:52] ppdet.engine INFO: Eval iter: 600 [10/24 16:54:11] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.92s) creating index... index created! [10/24 16:54:12] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.66s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=98.38s). Accumulating evaluation results... DONE (t=16.90s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.344 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.498 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.362 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.131 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.368 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.299 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 ] = 0.225 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.743 [10/24 16:56:14] ppdet.engine INFO: Total sample number: 4952, averge FPS: 33.35301947348733 [10/24 16:56:14] ppdet.engine INFO: Best test bbox ap is 0.344. [10/24 16:56:14] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/24 16:56:16] ppdet.engine INFO: Epoch: [110] [ 0/610] learning_rate: 0.211010 loss_vfl: 0.862525 loss_bbox: 0.296799 loss_dfl: 0.189385 loss: 1.339301 eta: 2 days, 15:07:17 batch_cost: 1.8175 data_cost: 0.0011 ips: 26.4102 images/s [10/24 16:57:01] ppdet.engine INFO: Epoch: [110] [ 20/610] learning_rate: 0.210963 loss_vfl: 0.874576 loss_bbox: 0.276597 loss_dfl: 0.185425 loss: 1.338106 eta: 2 days, 15:06:40 batch_cost: 2.0164 data_cost: 0.0011 ips: 23.8050 images/s [10/24 16:57:44] ppdet.engine INFO: Epoch: [110] [ 40/610] learning_rate: 0.210916 loss_vfl: 0.884717 loss_bbox: 0.294299 loss_dfl: 0.189712 loss: 1.370836 eta: 2 days, 15:06:01 batch_cost: 1.9864 data_cost: 0.0010 ips: 24.1641 images/s [10/24 16:58:27] ppdet.engine INFO: Epoch: [110] [ 60/610] learning_rate: 0.210869 loss_vfl: 0.866835 loss_bbox: 0.298806 loss_dfl: 0.195298 loss: 1.362755 eta: 2 days, 15:05:22 batch_cost: 1.9607 data_cost: 0.0010 ips: 24.4807 images/s [10/24 16:59:11] ppdet.engine INFO: Epoch: [110] [ 80/610] learning_rate: 0.210822 loss_vfl: 0.862273 loss_bbox: 0.265638 loss_dfl: 0.178412 loss: 1.304584 eta: 2 days, 15:04:42 batch_cost: 1.9476 data_cost: 0.0011 ips: 24.6463 images/s [10/24 16:59:56] ppdet.engine INFO: Epoch: [110] [100/610] learning_rate: 0.210775 loss_vfl: 0.866241 loss_bbox: 0.304964 loss_dfl: 0.192441 loss: 1.375496 eta: 2 days, 15:04:05 batch_cost: 2.0189 data_cost: 0.0011 ips: 23.7754 images/s [10/24 17:00:40] ppdet.engine INFO: Epoch: [110] [120/610] learning_rate: 0.210728 loss_vfl: 0.862923 loss_bbox: 0.295997 loss_dfl: 0.190076 loss: 1.365808 eta: 2 days, 15:03:27 batch_cost: 1.9875 data_cost: 0.0011 ips: 24.1508 images/s [10/24 17:01:23] ppdet.engine INFO: Epoch: [110] [140/610] learning_rate: 0.210681 loss_vfl: 0.864197 loss_bbox: 0.291276 loss_dfl: 0.188349 loss: 1.345920 eta: 2 days, 15:02:47 batch_cost: 1.9416 data_cost: 0.0011 ips: 24.7213 images/s [10/24 17:02:08] ppdet.engine INFO: Epoch: [110] [160/610] learning_rate: 0.210634 loss_vfl: 0.868880 loss_bbox: 0.307552 loss_dfl: 0.198030 loss: 1.390329 eta: 2 days, 15:02:10 batch_cost: 2.0300 data_cost: 0.0011 ips: 23.6454 images/s [10/24 17:02:52] ppdet.engine INFO: Epoch: [110] [180/610] learning_rate: 0.210587 loss_vfl: 0.878634 loss_bbox: 0.283531 loss_dfl: 0.186201 loss: 1.365612 eta: 2 days, 15:01:32 batch_cost: 2.0002 data_cost: 0.0011 ips: 23.9975 images/s [10/24 17:03:35] ppdet.engine INFO: Epoch: [110] [200/610] learning_rate: 0.210540 loss_vfl: 0.880668 loss_bbox: 0.310045 loss_dfl: 0.194907 loss: 1.389301 eta: 2 days, 15:00:53 batch_cost: 1.9643 data_cost: 0.0011 ips: 24.4363 images/s [10/24 17:04:18] ppdet.engine INFO: Epoch: [110] [220/610] learning_rate: 0.210493 loss_vfl: 0.851352 loss_bbox: 0.284950 loss_dfl: 0.187373 loss: 1.352995 eta: 2 days, 15:00:13 batch_cost: 1.9278 data_cost: 0.0011 ips: 24.8988 images/s [10/24 17:05:01] ppdet.engine INFO: Epoch: [110] [240/610] learning_rate: 0.210445 loss_vfl: 0.886624 loss_bbox: 0.269543 loss_dfl: 0.182096 loss: 1.361342 eta: 2 days, 14:59:35 batch_cost: 1.9982 data_cost: 0.0011 ips: 24.0214 images/s [10/24 17:05:44] ppdet.engine INFO: Epoch: [110] [260/610] learning_rate: 0.210398 loss_vfl: 0.871417 loss_bbox: 0.306191 loss_dfl: 0.202372 loss: 1.380792 eta: 2 days, 14:58:54 batch_cost: 1.9176 data_cost: 0.0011 ips: 25.0319 images/s [10/24 17:06:28] ppdet.engine INFO: Epoch: [110] [280/610] learning_rate: 0.210351 loss_vfl: 0.867380 loss_bbox: 0.296417 loss_dfl: 0.194844 loss: 1.391867 eta: 2 days, 14:58:16 batch_cost: 1.9998 data_cost: 0.0010 ips: 24.0028 images/s [10/24 17:07:10] ppdet.engine INFO: Epoch: [110] [300/610] learning_rate: 0.210304 loss_vfl: 0.864983 loss_bbox: 0.295594 loss_dfl: 0.198990 loss: 1.362418 eta: 2 days, 14:57:36 batch_cost: 1.9182 data_cost: 0.0011 ips: 25.0235 images/s [10/24 17:07:53] ppdet.engine INFO: Epoch: [110] [320/610] learning_rate: 0.210257 loss_vfl: 0.880908 loss_bbox: 0.298465 loss_dfl: 0.193614 loss: 1.370257 eta: 2 days, 14:56:56 batch_cost: 1.9368 data_cost: 0.0012 ips: 24.7832 images/s [10/24 17:08:36] ppdet.engine INFO: Epoch: [110] [340/610] learning_rate: 0.210210 loss_vfl: 0.904088 loss_bbox: 0.283718 loss_dfl: 0.188591 loss: 1.375134 eta: 2 days, 14:56:17 batch_cost: 1.9652 data_cost: 0.0011 ips: 24.4246 images/s [10/24 17:09:19] ppdet.engine INFO: Epoch: [110] [360/610] learning_rate: 0.210162 loss_vfl: 0.881533 loss_bbox: 0.292932 loss_dfl: 0.187430 loss: 1.364673 eta: 2 days, 14:55:37 batch_cost: 1.9429 data_cost: 0.0010 ips: 24.7050 images/s [10/24 17:10:03] ppdet.engine INFO: Epoch: [110] [380/610] learning_rate: 0.210115 loss_vfl: 0.866570 loss_bbox: 0.285180 loss_dfl: 0.184921 loss: 1.337012 eta: 2 days, 14:54:59 batch_cost: 2.0050 data_cost: 0.0010 ips: 23.9402 images/s [10/24 17:10:47] ppdet.engine INFO: Epoch: [110] [400/610] learning_rate: 0.210068 loss_vfl: 0.862333 loss_bbox: 0.328211 loss_dfl: 0.203884 loss: 1.392621 eta: 2 days, 14:54:22 batch_cost: 2.0116 data_cost: 0.0010 ips: 23.8611 images/s [10/24 17:11:31] ppdet.engine INFO: Epoch: [110] [420/610] learning_rate: 0.210021 loss_vfl: 0.850661 loss_bbox: 0.303117 loss_dfl: 0.189850 loss: 1.346774 eta: 2 days, 14:53:42 batch_cost: 1.9528 data_cost: 0.0010 ips: 24.5797 images/s [10/24 17:12:14] ppdet.engine INFO: Epoch: [110] [440/610] learning_rate: 0.209974 loss_vfl: 0.876333 loss_bbox: 0.297318 loss_dfl: 0.182351 loss: 1.344585 eta: 2 days, 14:53:02 batch_cost: 1.9465 data_cost: 0.0010 ips: 24.6597 images/s [10/24 17:12:56] ppdet.engine INFO: Epoch: [110] [460/610] learning_rate: 0.209926 loss_vfl: 0.851034 loss_bbox: 0.302753 loss_dfl: 0.196630 loss: 1.354883 eta: 2 days, 14:52:23 batch_cost: 1.9582 data_cost: 0.0010 ips: 24.5127 images/s [10/24 17:13:40] ppdet.engine INFO: Epoch: [110] [480/610] learning_rate: 0.209879 loss_vfl: 0.879011 loss_bbox: 0.288493 loss_dfl: 0.188250 loss: 1.380230 eta: 2 days, 14:51:45 batch_cost: 1.9832 data_cost: 0.0011 ips: 24.2032 images/s [10/24 17:14:23] ppdet.engine INFO: Epoch: [110] [500/610] learning_rate: 0.209832 loss_vfl: 0.889126 loss_bbox: 0.300157 loss_dfl: 0.197431 loss: 1.387960 eta: 2 days, 14:51:05 batch_cost: 1.9591 data_cost: 0.0010 ips: 24.5010 images/s [10/24 17:15:07] ppdet.engine INFO: Epoch: [110] [520/610] learning_rate: 0.209785 loss_vfl: 0.856262 loss_bbox: 0.287856 loss_dfl: 0.190326 loss: 1.340347 eta: 2 days, 14:50:27 batch_cost: 1.9781 data_cost: 0.0011 ips: 24.2653 images/s [10/24 17:15:51] ppdet.engine INFO: Epoch: [110] [540/610] learning_rate: 0.209738 loss_vfl: 0.858003 loss_bbox: 0.299796 loss_dfl: 0.189820 loss: 1.345456 eta: 2 days, 14:49:49 batch_cost: 2.0143 data_cost: 0.0011 ips: 23.8292 images/s [10/24 17:16:34] ppdet.engine INFO: Epoch: [110] [560/610] learning_rate: 0.209690 loss_vfl: 0.885415 loss_bbox: 0.269987 loss_dfl: 0.181189 loss: 1.348036 eta: 2 days, 14:49:09 batch_cost: 1.9371 data_cost: 0.0011 ips: 24.7791 images/s [10/24 17:17:18] ppdet.engine INFO: Epoch: [110] [580/610] learning_rate: 0.209643 loss_vfl: 0.888340 loss_bbox: 0.289356 loss_dfl: 0.188130 loss: 1.340166 eta: 2 days, 14:48:32 batch_cost: 2.0081 data_cost: 0.0010 ips: 23.9032 images/s [10/24 17:18:00] ppdet.engine INFO: Epoch: [110] [600/610] learning_rate: 0.209596 loss_vfl: 0.869563 loss_bbox: 0.296249 loss_dfl: 0.195455 loss: 1.378417 eta: 2 days, 14:47:51 batch_cost: 1.9180 data_cost: 0.0011 ips: 25.0264 images/s [10/24 17:18:33] ppdet.engine INFO: Epoch: [111] [ 0/610] learning_rate: 0.209572 loss_vfl: 0.863410 loss_bbox: 0.280317 loss_dfl: 0.189602 loss: 1.347505 eta: 2 days, 14:47:46 batch_cost: 2.3517 data_cost: 0.2298 ips: 20.4107 images/s [10/24 17:19:17] ppdet.engine INFO: Epoch: [111] [ 20/610] learning_rate: 0.209525 loss_vfl: 0.848841 loss_bbox: 0.305645 loss_dfl: 0.188852 loss: 1.343851 eta: 2 days, 14:47:06 batch_cost: 1.9463 data_cost: 0.0013 ips: 24.6620 images/s [10/24 17:20:02] ppdet.engine INFO: Epoch: [111] [ 40/610] learning_rate: 0.209478 loss_vfl: 0.863179 loss_bbox: 0.290232 loss_dfl: 0.191304 loss: 1.347682 eta: 2 days, 14:46:28 batch_cost: 1.9991 data_cost: 0.0011 ips: 24.0111 images/s [10/24 17:20:46] ppdet.engine INFO: Epoch: [111] [ 60/610] learning_rate: 0.209430 loss_vfl: 0.869168 loss_bbox: 0.323183 loss_dfl: 0.192595 loss: 1.383805 eta: 2 days, 14:45:51 batch_cost: 2.0224 data_cost: 0.0010 ips: 23.7338 images/s [10/24 17:21:29] ppdet.engine INFO: Epoch: [111] [ 80/610] learning_rate: 0.209383 loss_vfl: 0.885345 loss_bbox: 0.286328 loss_dfl: 0.189276 loss: 1.381687 eta: 2 days, 14:45:10 batch_cost: 1.8932 data_cost: 0.0011 ips: 25.3536 images/s [10/24 17:22:12] ppdet.engine INFO: Epoch: [111] [100/610] learning_rate: 0.209336 loss_vfl: 0.868585 loss_bbox: 0.275271 loss_dfl: 0.182954 loss: 1.324616 eta: 2 days, 14:44:30 batch_cost: 1.9441 data_cost: 0.0010 ips: 24.6903 images/s [10/24 17:22:56] ppdet.engine INFO: Epoch: [111] [120/610] learning_rate: 0.209288 loss_vfl: 0.859467 loss_bbox: 0.287405 loss_dfl: 0.188547 loss: 1.365016 eta: 2 days, 14:43:51 batch_cost: 1.9677 data_cost: 0.0010 ips: 24.3934 images/s [10/24 17:23:39] ppdet.engine INFO: Epoch: [111] [140/610] learning_rate: 0.209241 loss_vfl: 0.860392 loss_bbox: 0.302255 loss_dfl: 0.194022 loss: 1.366931 eta: 2 days, 14:43:10 batch_cost: 1.9221 data_cost: 0.0010 ips: 24.9732 images/s [10/24 17:24:22] ppdet.engine INFO: Epoch: [111] [160/610] learning_rate: 0.209194 loss_vfl: 0.874391 loss_bbox: 0.283054 loss_dfl: 0.188528 loss: 1.346514 eta: 2 days, 14:42:30 batch_cost: 1.9166 data_cost: 0.0011 ips: 25.0449 images/s [10/24 17:25:05] ppdet.engine INFO: Epoch: [111] [180/610] learning_rate: 0.209147 loss_vfl: 0.868049 loss_bbox: 0.285571 loss_dfl: 0.182679 loss: 1.339836 eta: 2 days, 14:41:51 batch_cost: 1.9706 data_cost: 0.0011 ips: 24.3583 images/s [10/24 17:25:49] ppdet.engine INFO: Epoch: [111] [200/610] learning_rate: 0.209099 loss_vfl: 0.853052 loss_bbox: 0.309461 loss_dfl: 0.196279 loss: 1.349646 eta: 2 days, 14:41:13 batch_cost: 1.9869 data_cost: 0.0010 ips: 24.1583 images/s [10/24 17:26:31] ppdet.engine INFO: Epoch: [111] [220/610] learning_rate: 0.209052 loss_vfl: 0.858163 loss_bbox: 0.285465 loss_dfl: 0.183415 loss: 1.331702 eta: 2 days, 14:40:33 batch_cost: 1.9519 data_cost: 0.0011 ips: 24.5909 images/s [10/24 17:27:15] ppdet.engine INFO: Epoch: [111] [240/610] learning_rate: 0.209004 loss_vfl: 0.868464 loss_bbox: 0.271843 loss_dfl: 0.182839 loss: 1.335832 eta: 2 days, 14:39:52 batch_cost: 1.9193 data_cost: 0.0010 ips: 25.0086 images/s [10/24 17:27:57] ppdet.engine INFO: Epoch: [111] [260/610] learning_rate: 0.208957 loss_vfl: 0.865039 loss_bbox: 0.303484 loss_dfl: 0.197769 loss: 1.371545 eta: 2 days, 14:39:12 batch_cost: 1.9395 data_cost: 0.0010 ips: 24.7491 images/s [10/24 17:28:40] ppdet.engine INFO: Epoch: [111] [280/610] learning_rate: 0.208910 loss_vfl: 0.877604 loss_bbox: 0.303205 loss_dfl: 0.197517 loss: 1.372013 eta: 2 days, 14:38:35 batch_cost: 2.0039 data_cost: 0.0011 ips: 23.9531 images/s [10/24 17:29:24] ppdet.engine INFO: Epoch: [111] [300/610] learning_rate: 0.208862 loss_vfl: 0.879712 loss_bbox: 0.309960 loss_dfl: 0.199654 loss: 1.403024 eta: 2 days, 14:37:56 batch_cost: 1.9655 data_cost: 0.0011 ips: 24.4210 images/s [10/24 17:30:07] ppdet.engine INFO: Epoch: [111] [320/610] learning_rate: 0.208815 loss_vfl: 0.852009 loss_bbox: 0.313319 loss_dfl: 0.201706 loss: 1.367965 eta: 2 days, 14:37:16 batch_cost: 1.9621 data_cost: 0.0010 ips: 24.4640 images/s [10/24 17:30:50] ppdet.engine INFO: Epoch: [111] [340/610] learning_rate: 0.208768 loss_vfl: 0.862828 loss_bbox: 0.288946 loss_dfl: 0.194807 loss: 1.362188 eta: 2 days, 14:36:36 batch_cost: 1.9346 data_cost: 0.0010 ips: 24.8108 images/s [10/24 17:31:33] ppdet.engine INFO: Epoch: [111] [360/610] learning_rate: 0.208720 loss_vfl: 0.896544 loss_bbox: 0.280809 loss_dfl: 0.185139 loss: 1.372787 eta: 2 days, 14:35:56 batch_cost: 1.9283 data_cost: 0.0011 ips: 24.8928 images/s [10/24 17:32:16] ppdet.engine INFO: Epoch: [111] [380/610] learning_rate: 0.208673 loss_vfl: 0.855193 loss_bbox: 0.300583 loss_dfl: 0.200752 loss: 1.365265 eta: 2 days, 14:35:18 batch_cost: 1.9825 data_cost: 0.0011 ips: 24.2120 images/s [10/24 17:32:59] ppdet.engine INFO: Epoch: [111] [400/610] learning_rate: 0.208625 loss_vfl: 0.872649 loss_bbox: 0.289751 loss_dfl: 0.187451 loss: 1.342188 eta: 2 days, 14:34:37 batch_cost: 1.9272 data_cost: 0.0010 ips: 24.9065 images/s [10/24 17:33:42] ppdet.engine INFO: Epoch: [111] [420/610] learning_rate: 0.208578 loss_vfl: 0.873183 loss_bbox: 0.311201 loss_dfl: 0.196652 loss: 1.383817 eta: 2 days, 14:33:57 batch_cost: 1.9179 data_cost: 0.0010 ips: 25.0273 images/s [10/24 17:34:26] ppdet.engine INFO: Epoch: [111] [440/610] learning_rate: 0.208531 loss_vfl: 0.879838 loss_bbox: 0.283700 loss_dfl: 0.186621 loss: 1.363117 eta: 2 days, 14:33:18 batch_cost: 1.9691 data_cost: 0.0011 ips: 24.3760 images/s [10/24 17:35:08] ppdet.engine INFO: Epoch: [111] [460/610] learning_rate: 0.208483 loss_vfl: 0.882950 loss_bbox: 0.273085 loss_dfl: 0.180026 loss: 1.333338 eta: 2 days, 14:32:35 batch_cost: 1.8659 data_cost: 0.0011 ips: 25.7247 images/s [10/24 17:35:51] ppdet.engine INFO: Epoch: [111] [480/610] learning_rate: 0.208436 loss_vfl: 0.908425 loss_bbox: 0.298684 loss_dfl: 0.185958 loss: 1.382179 eta: 2 days, 14:31:55 batch_cost: 1.9448 data_cost: 0.0044 ips: 24.6818 images/s [10/24 17:36:35] ppdet.engine INFO: Epoch: [111] [500/610] learning_rate: 0.208388 loss_vfl: 0.867573 loss_bbox: 0.275364 loss_dfl: 0.183222 loss: 1.337245 eta: 2 days, 14:31:16 batch_cost: 1.9667 data_cost: 0.0012 ips: 24.4069 images/s [10/24 17:37:19] ppdet.engine INFO: Epoch: [111] [520/610] learning_rate: 0.208341 loss_vfl: 0.880712 loss_bbox: 0.308689 loss_dfl: 0.194368 loss: 1.367330 eta: 2 days, 14:30:40 batch_cost: 2.0335 data_cost: 0.0010 ips: 23.6046 images/s [10/24 17:38:02] ppdet.engine INFO: Epoch: [111] [540/610] learning_rate: 0.208293 loss_vfl: 0.874547 loss_bbox: 0.296971 loss_dfl: 0.198578 loss: 1.376954 eta: 2 days, 14:30:01 batch_cost: 1.9755 data_cost: 0.0010 ips: 24.2981 images/s [10/24 17:38:46] ppdet.engine INFO: Epoch: [111] [560/610] learning_rate: 0.208246 loss_vfl: 0.884699 loss_bbox: 0.300169 loss_dfl: 0.192720 loss: 1.367954 eta: 2 days, 14:29:23 batch_cost: 1.9890 data_cost: 0.0011 ips: 24.1332 images/s [10/24 17:39:29] ppdet.engine INFO: Epoch: [111] [580/610] learning_rate: 0.208199 loss_vfl: 0.872036 loss_bbox: 0.292886 loss_dfl: 0.188120 loss: 1.374342 eta: 2 days, 14:28:41 batch_cost: 1.8899 data_cost: 0.0011 ips: 25.3977 images/s [10/24 17:40:10] ppdet.engine INFO: Epoch: [111] [600/610] learning_rate: 0.208151 loss_vfl: 0.868185 loss_bbox: 0.298851 loss_dfl: 0.192060 loss: 1.374865 eta: 2 days, 14:27:58 batch_cost: 1.8511 data_cost: 0.0011 ips: 25.9302 images/s [10/24 17:40:43] ppdet.engine INFO: Epoch: [112] [ 0/610] learning_rate: 0.208127 loss_vfl: 0.876430 loss_bbox: 0.279256 loss_dfl: 0.186594 loss: 1.346880 eta: 2 days, 14:27:54 batch_cost: 2.3422 data_cost: 0.3589 ips: 20.4933 images/s [10/24 17:41:28] ppdet.engine INFO: Epoch: [112] [ 20/610] learning_rate: 0.208080 loss_vfl: 0.858100 loss_bbox: 0.285623 loss_dfl: 0.193831 loss: 1.343631 eta: 2 days, 14:27:16 batch_cost: 2.0095 data_cost: 0.0012 ips: 23.8866 images/s [10/24 17:42:11] ppdet.engine INFO: Epoch: [112] [ 40/610] learning_rate: 0.208032 loss_vfl: 0.878163 loss_bbox: 0.294700 loss_dfl: 0.190392 loss: 1.357326 eta: 2 days, 14:26:37 batch_cost: 1.9686 data_cost: 0.0011 ips: 24.3833 images/s [10/24 17:42:55] ppdet.engine INFO: Epoch: [112] [ 60/610] learning_rate: 0.207985 loss_vfl: 0.853686 loss_bbox: 0.302447 loss_dfl: 0.198861 loss: 1.348966 eta: 2 days, 14:25:59 batch_cost: 1.9841 data_cost: 0.0010 ips: 24.1921 images/s [10/24 17:43:38] ppdet.engine INFO: Epoch: [112] [ 80/610] learning_rate: 0.207937 loss_vfl: 0.865730 loss_bbox: 0.290464 loss_dfl: 0.190028 loss: 1.338157 eta: 2 days, 14:25:20 batch_cost: 1.9779 data_cost: 0.0011 ips: 24.2687 images/s [10/24 17:44:22] ppdet.engine INFO: Epoch: [112] [100/610] learning_rate: 0.207890 loss_vfl: 0.870550 loss_bbox: 0.301719 loss_dfl: 0.193729 loss: 1.374426 eta: 2 days, 14:24:41 batch_cost: 1.9664 data_cost: 0.0011 ips: 24.4105 images/s [10/24 17:45:05] ppdet.engine INFO: Epoch: [112] [120/610] learning_rate: 0.207842 loss_vfl: 0.895656 loss_bbox: 0.277727 loss_dfl: 0.191348 loss: 1.356197 eta: 2 days, 14:24:02 batch_cost: 1.9643 data_cost: 0.0011 ips: 24.4365 images/s [10/24 17:45:48] ppdet.engine INFO: Epoch: [112] [140/610] learning_rate: 0.207795 loss_vfl: 0.844967 loss_bbox: 0.302792 loss_dfl: 0.192676 loss: 1.355058 eta: 2 days, 14:23:23 batch_cost: 1.9780 data_cost: 0.0011 ips: 24.2665 images/s [10/24 17:46:33] ppdet.engine INFO: Epoch: [112] [160/610] learning_rate: 0.207747 loss_vfl: 0.849393 loss_bbox: 0.290532 loss_dfl: 0.193294 loss: 1.358189 eta: 2 days, 14:22:45 batch_cost: 1.9826 data_cost: 0.0011 ips: 24.2112 images/s [10/24 17:47:17] ppdet.engine INFO: Epoch: [112] [180/610] learning_rate: 0.207700 loss_vfl: 0.879557 loss_bbox: 0.292014 loss_dfl: 0.187081 loss: 1.351039 eta: 2 days, 14:22:06 batch_cost: 1.9845 data_cost: 0.0010 ips: 24.1876 images/s [10/24 17:48:00] ppdet.engine INFO: Epoch: [112] [200/610] learning_rate: 0.207652 loss_vfl: 0.866460 loss_bbox: 0.292412 loss_dfl: 0.194342 loss: 1.364984 eta: 2 days, 14:21:26 batch_cost: 1.9313 data_cost: 0.0011 ips: 24.8542 images/s [10/24 17:48:43] ppdet.engine INFO: Epoch: [112] [220/610] learning_rate: 0.207605 loss_vfl: 0.864807 loss_bbox: 0.276453 loss_dfl: 0.182060 loss: 1.337095 eta: 2 days, 14:20:45 batch_cost: 1.8994 data_cost: 0.0011 ips: 25.2707 images/s [10/24 17:49:25] ppdet.engine INFO: Epoch: [112] [240/610] learning_rate: 0.207557 loss_vfl: 0.864805 loss_bbox: 0.294504 loss_dfl: 0.188093 loss: 1.329858 eta: 2 days, 14:20:05 batch_cost: 1.9474 data_cost: 0.0011 ips: 24.6483 images/s [10/24 17:50:09] ppdet.engine INFO: Epoch: [112] [260/610] learning_rate: 0.207510 loss_vfl: 0.859910 loss_bbox: 0.293775 loss_dfl: 0.193927 loss: 1.347079 eta: 2 days, 14:19:26 batch_cost: 1.9652 data_cost: 0.0010 ips: 24.4246 images/s [10/24 17:50:52] ppdet.engine INFO: Epoch: [112] [280/610] learning_rate: 0.207462 loss_vfl: 0.851567 loss_bbox: 0.313049 loss_dfl: 0.200655 loss: 1.371616 eta: 2 days, 14:18:45 batch_cost: 1.9090 data_cost: 0.0011 ips: 25.1441 images/s [10/24 17:51:34] ppdet.engine INFO: Epoch: [112] [300/610] learning_rate: 0.207414 loss_vfl: 0.855986 loss_bbox: 0.313693 loss_dfl: 0.197744 loss: 1.366511 eta: 2 days, 14:18:02 batch_cost: 1.8532 data_cost: 0.0010 ips: 25.9018 images/s [10/24 17:52:17] ppdet.engine INFO: Epoch: [112] [320/610] learning_rate: 0.207367 loss_vfl: 0.877649 loss_bbox: 0.292730 loss_dfl: 0.193108 loss: 1.359489 eta: 2 days, 14:17:24 batch_cost: 1.9817 data_cost: 0.0011 ips: 24.2214 images/s [10/24 17:53:00] ppdet.engine INFO: Epoch: [112] [340/610] learning_rate: 0.207319 loss_vfl: 0.874776 loss_bbox: 0.292357 loss_dfl: 0.191358 loss: 1.367749 eta: 2 days, 14:16:44 batch_cost: 1.9442 data_cost: 0.0011 ips: 24.6889 images/s [10/24 17:53:44] ppdet.engine INFO: Epoch: [112] [360/610] learning_rate: 0.207272 loss_vfl: 0.877871 loss_bbox: 0.288676 loss_dfl: 0.194078 loss: 1.369473 eta: 2 days, 14:16:05 batch_cost: 1.9587 data_cost: 0.0012 ips: 24.5062 images/s [10/24 17:54:26] ppdet.engine INFO: Epoch: [112] [380/610] learning_rate: 0.207224 loss_vfl: 0.885332 loss_bbox: 0.318103 loss_dfl: 0.200182 loss: 1.396103 eta: 2 days, 14:15:24 batch_cost: 1.9184 data_cost: 0.0010 ips: 25.0214 images/s [10/24 17:55:09] ppdet.engine INFO: Epoch: [112] [400/610] learning_rate: 0.207176 loss_vfl: 0.877226 loss_bbox: 0.292185 loss_dfl: 0.186278 loss: 1.354464 eta: 2 days, 14:14:45 batch_cost: 1.9702 data_cost: 0.0011 ips: 24.3631 images/s [10/24 17:55:52] ppdet.engine INFO: Epoch: [112] [420/610] learning_rate: 0.207129 loss_vfl: 0.894141 loss_bbox: 0.286739 loss_dfl: 0.192257 loss: 1.390612 eta: 2 days, 14:14:06 batch_cost: 1.9590 data_cost: 0.0010 ips: 24.5024 images/s [10/24 17:56:36] ppdet.engine INFO: Epoch: [112] [440/610] learning_rate: 0.207081 loss_vfl: 0.858000 loss_bbox: 0.301371 loss_dfl: 0.196318 loss: 1.365682 eta: 2 days, 14:13:27 batch_cost: 1.9597 data_cost: 0.0010 ips: 24.4931 images/s [10/24 17:57:19] ppdet.engine INFO: Epoch: [112] [460/610] learning_rate: 0.207034 loss_vfl: 0.876564 loss_bbox: 0.299743 loss_dfl: 0.191259 loss: 1.367371 eta: 2 days, 14:12:48 batch_cost: 1.9652 data_cost: 0.0011 ips: 24.4246 images/s [10/24 17:58:03] ppdet.engine INFO: Epoch: [112] [480/610] learning_rate: 0.206986 loss_vfl: 0.866477 loss_bbox: 0.301113 loss_dfl: 0.193496 loss: 1.360837 eta: 2 days, 14:12:08 batch_cost: 1.9558 data_cost: 0.0035 ips: 24.5425 images/s [10/24 17:58:46] ppdet.engine INFO: Epoch: [112] [500/610] learning_rate: 0.206938 loss_vfl: 0.870611 loss_bbox: 0.308721 loss_dfl: 0.189392 loss: 1.366802 eta: 2 days, 14:11:29 batch_cost: 1.9671 data_cost: 0.0011 ips: 24.4009 images/s [10/24 17:59:29] ppdet.engine INFO: Epoch: [112] [520/610] learning_rate: 0.206891 loss_vfl: 0.869101 loss_bbox: 0.313014 loss_dfl: 0.194838 loss: 1.384563 eta: 2 days, 14:10:49 batch_cost: 1.9395 data_cost: 0.0011 ips: 24.7482 images/s [10/24 18:00:12] ppdet.engine INFO: Epoch: [112] [540/610] learning_rate: 0.206843 loss_vfl: 0.870658 loss_bbox: 0.306642 loss_dfl: 0.201722 loss: 1.406563 eta: 2 days, 14:10:10 batch_cost: 1.9533 data_cost: 0.0010 ips: 24.5732 images/s [10/24 18:00:55] ppdet.engine INFO: Epoch: [112] [560/610] learning_rate: 0.206795 loss_vfl: 0.889422 loss_bbox: 0.289934 loss_dfl: 0.182453 loss: 1.368198 eta: 2 days, 14:09:30 batch_cost: 1.9506 data_cost: 0.0011 ips: 24.6081 images/s [10/24 18:01:38] ppdet.engine INFO: Epoch: [112] [580/610] learning_rate: 0.206748 loss_vfl: 0.883256 loss_bbox: 0.292833 loss_dfl: 0.195501 loss: 1.361775 eta: 2 days, 14:08:51 batch_cost: 1.9457 data_cost: 0.0011 ips: 24.6692 images/s [10/24 18:02:20] ppdet.engine INFO: Epoch: [112] [600/610] learning_rate: 0.206700 loss_vfl: 0.863018 loss_bbox: 0.296844 loss_dfl: 0.188712 loss: 1.390536 eta: 2 days, 14:08:09 batch_cost: 1.8805 data_cost: 0.0011 ips: 25.5246 images/s [10/24 18:02:53] ppdet.engine INFO: Epoch: [113] [ 0/610] learning_rate: 0.206676 loss_vfl: 0.897737 loss_bbox: 0.283343 loss_dfl: 0.186908 loss: 1.372331 eta: 2 days, 14:08:03 batch_cost: 2.3302 data_cost: 0.1563 ips: 20.5992 images/s [10/24 18:03:37] ppdet.engine INFO: Epoch: [113] [ 20/610] learning_rate: 0.206628 loss_vfl: 0.868275 loss_bbox: 0.300787 loss_dfl: 0.193020 loss: 1.347917 eta: 2 days, 14:07:25 batch_cost: 1.9988 data_cost: 0.0012 ips: 24.0144 images/s [10/24 18:04:21] ppdet.engine INFO: Epoch: [113] [ 40/610] learning_rate: 0.206581 loss_vfl: 0.860521 loss_bbox: 0.327658 loss_dfl: 0.200792 loss: 1.380679 eta: 2 days, 14:06:48 batch_cost: 2.0120 data_cost: 0.0012 ips: 23.8573 images/s [10/24 18:05:06] ppdet.engine INFO: Epoch: [113] [ 60/610] learning_rate: 0.206533 loss_vfl: 0.851842 loss_bbox: 0.290694 loss_dfl: 0.194672 loss: 1.331313 eta: 2 days, 14:06:10 batch_cost: 1.9982 data_cost: 0.0011 ips: 24.0220 images/s [10/24 18:05:50] ppdet.engine INFO: Epoch: [113] [ 80/610] learning_rate: 0.206485 loss_vfl: 0.854524 loss_bbox: 0.323730 loss_dfl: 0.203706 loss: 1.373720 eta: 2 days, 14:05:32 batch_cost: 2.0230 data_cost: 0.0011 ips: 23.7272 images/s [10/24 18:06:33] ppdet.engine INFO: Epoch: [113] [100/610] learning_rate: 0.206438 loss_vfl: 0.841874 loss_bbox: 0.294453 loss_dfl: 0.189151 loss: 1.343459 eta: 2 days, 14:04:52 batch_cost: 1.9146 data_cost: 0.0012 ips: 25.0706 images/s [10/24 18:07:16] ppdet.engine INFO: Epoch: [113] [120/610] learning_rate: 0.206390 loss_vfl: 0.897889 loss_bbox: 0.290382 loss_dfl: 0.186189 loss: 1.385326 eta: 2 days, 14:04:12 batch_cost: 1.9562 data_cost: 0.0010 ips: 24.5370 images/s [10/24 18:07:58] ppdet.engine INFO: Epoch: [113] [140/610] learning_rate: 0.206342 loss_vfl: 0.866878 loss_bbox: 0.295883 loss_dfl: 0.199226 loss: 1.367372 eta: 2 days, 14:03:31 batch_cost: 1.9129 data_cost: 0.0011 ips: 25.0926 images/s [10/24 18:08:42] ppdet.engine INFO: Epoch: [113] [160/610] learning_rate: 0.206294 loss_vfl: 0.855416 loss_bbox: 0.287463 loss_dfl: 0.190275 loss: 1.329593 eta: 2 days, 14:02:52 batch_cost: 1.9549 data_cost: 0.0011 ips: 24.5538 images/s [10/24 18:09:25] ppdet.engine INFO: Epoch: [113] [180/610] learning_rate: 0.206247 loss_vfl: 0.870683 loss_bbox: 0.289664 loss_dfl: 0.191467 loss: 1.350149 eta: 2 days, 14:02:14 batch_cost: 1.9840 data_cost: 0.0011 ips: 24.1931 images/s [10/24 18:10:09] ppdet.engine INFO: Epoch: [113] [200/610] learning_rate: 0.206199 loss_vfl: 0.876166 loss_bbox: 0.289990 loss_dfl: 0.187856 loss: 1.361941 eta: 2 days, 14:01:34 batch_cost: 1.9440 data_cost: 0.0012 ips: 24.6910 images/s [10/24 18:10:53] ppdet.engine INFO: Epoch: [113] [220/610] learning_rate: 0.206151 loss_vfl: 0.857351 loss_bbox: 0.322486 loss_dfl: 0.201629 loss: 1.401870 eta: 2 days, 14:00:56 batch_cost: 1.9920 data_cost: 0.0012 ips: 24.0959 images/s [10/24 18:11:36] ppdet.engine INFO: Epoch: [113] [240/610] learning_rate: 0.206103 loss_vfl: 0.844474 loss_bbox: 0.315073 loss_dfl: 0.193750 loss: 1.358120 eta: 2 days, 14:00:16 batch_cost: 1.9608 data_cost: 0.0011 ips: 24.4792 images/s [10/24 18:12:19] ppdet.engine INFO: Epoch: [113] [260/610] learning_rate: 0.206056 loss_vfl: 0.882488 loss_bbox: 0.304610 loss_dfl: 0.198014 loss: 1.388158 eta: 2 days, 13:59:36 batch_cost: 1.9251 data_cost: 0.0010 ips: 24.9331 images/s [10/24 18:13:02] ppdet.engine INFO: Epoch: [113] [280/610] learning_rate: 0.206008 loss_vfl: 0.879141 loss_bbox: 0.290896 loss_dfl: 0.195346 loss: 1.372176 eta: 2 days, 13:58:56 batch_cost: 1.9423 data_cost: 0.0010 ips: 24.7126 images/s [10/24 18:13:44] ppdet.engine INFO: Epoch: [113] [300/610] learning_rate: 0.205960 loss_vfl: 0.873689 loss_bbox: 0.307383 loss_dfl: 0.200174 loss: 1.389474 eta: 2 days, 13:58:16 batch_cost: 1.9297 data_cost: 0.0012 ips: 24.8741 images/s [10/24 18:14:28] ppdet.engine INFO: Epoch: [113] [320/610] learning_rate: 0.205912 loss_vfl: 0.843442 loss_bbox: 0.297554 loss_dfl: 0.193957 loss: 1.353194 eta: 2 days, 13:57:37 batch_cost: 1.9816 data_cost: 0.0011 ips: 24.2223 images/s [10/24 18:15:11] ppdet.engine INFO: Epoch: [113] [340/610] learning_rate: 0.205865 loss_vfl: 0.861727 loss_bbox: 0.315229 loss_dfl: 0.205202 loss: 1.363705 eta: 2 days, 13:56:58 batch_cost: 1.9515 data_cost: 0.0011 ips: 24.5971 images/s [10/24 18:15:54] ppdet.engine INFO: Epoch: [113] [360/610] learning_rate: 0.205817 loss_vfl: 0.843072 loss_bbox: 0.291145 loss_dfl: 0.195057 loss: 1.336588 eta: 2 days, 13:56:18 batch_cost: 1.9535 data_cost: 0.0010 ips: 24.5708 images/s [10/24 18:16:36] ppdet.engine INFO: Epoch: [113] [380/610] learning_rate: 0.205769 loss_vfl: 0.862887 loss_bbox: 0.306928 loss_dfl: 0.192351 loss: 1.369691 eta: 2 days, 13:55:38 batch_cost: 1.9143 data_cost: 0.0011 ips: 25.0751 images/s [10/24 18:17:19] ppdet.engine INFO: Epoch: [113] [400/610] learning_rate: 0.205721 loss_vfl: 0.851119 loss_bbox: 0.314230 loss_dfl: 0.195700 loss: 1.359476 eta: 2 days, 13:54:57 batch_cost: 1.9037 data_cost: 0.0011 ips: 25.2138 images/s [10/24 18:18:03] ppdet.engine INFO: Epoch: [113] [420/610] learning_rate: 0.205673 loss_vfl: 0.863731 loss_bbox: 0.311491 loss_dfl: 0.203828 loss: 1.373014 eta: 2 days, 13:54:18 batch_cost: 1.9815 data_cost: 0.0011 ips: 24.2239 images/s [10/24 18:18:46] ppdet.engine INFO: Epoch: [113] [440/610] learning_rate: 0.205625 loss_vfl: 0.866624 loss_bbox: 0.304839 loss_dfl: 0.190048 loss: 1.361261 eta: 2 days, 13:53:39 batch_cost: 1.9784 data_cost: 0.0011 ips: 24.2620 images/s [10/24 18:19:29] ppdet.engine INFO: Epoch: [113] [460/610] learning_rate: 0.205578 loss_vfl: 0.871920 loss_bbox: 0.287367 loss_dfl: 0.187528 loss: 1.344387 eta: 2 days, 13:52:59 batch_cost: 1.9398 data_cost: 0.0054 ips: 24.7451 images/s [10/24 18:20:12] ppdet.engine INFO: Epoch: [113] [480/610] learning_rate: 0.205530 loss_vfl: 0.887041 loss_bbox: 0.301766 loss_dfl: 0.198107 loss: 1.376248 eta: 2 days, 13:52:20 batch_cost: 1.9515 data_cost: 0.0011 ips: 24.5965 images/s [10/24 18:20:56] ppdet.engine INFO: Epoch: [113] [500/610] learning_rate: 0.205482 loss_vfl: 0.857104 loss_bbox: 0.293754 loss_dfl: 0.194091 loss: 1.341802 eta: 2 days, 13:51:42 batch_cost: 2.0028 data_cost: 0.0011 ips: 23.9665 images/s [10/24 18:21:39] ppdet.engine INFO: Epoch: [113] [520/610] learning_rate: 0.205434 loss_vfl: 0.865370 loss_bbox: 0.271725 loss_dfl: 0.185372 loss: 1.353650 eta: 2 days, 13:51:02 batch_cost: 1.9339 data_cost: 0.0012 ips: 24.8200 images/s [10/24 18:22:21] ppdet.engine INFO: Epoch: [113] [540/610] learning_rate: 0.205386 loss_vfl: 0.868499 loss_bbox: 0.319053 loss_dfl: 0.193274 loss: 1.392949 eta: 2 days, 13:50:21 batch_cost: 1.9148 data_cost: 0.0011 ips: 25.0678 images/s [10/24 18:23:05] ppdet.engine INFO: Epoch: [113] [560/610] learning_rate: 0.205338 loss_vfl: 0.865421 loss_bbox: 0.298840 loss_dfl: 0.190829 loss: 1.363125 eta: 2 days, 13:49:42 batch_cost: 1.9623 data_cost: 0.0011 ips: 24.4611 images/s [10/24 18:23:47] ppdet.engine INFO: Epoch: [113] [580/610] learning_rate: 0.205291 loss_vfl: 0.859339 loss_bbox: 0.310460 loss_dfl: 0.195530 loss: 1.355581 eta: 2 days, 13:49:01 batch_cost: 1.9178 data_cost: 0.0011 ips: 25.0281 images/s [10/24 18:24:29] ppdet.engine INFO: Epoch: [113] [600/610] learning_rate: 0.205243 loss_vfl: 0.886025 loss_bbox: 0.285031 loss_dfl: 0.189237 loss: 1.384059 eta: 2 days, 13:48:19 batch_cost: 1.8705 data_cost: 0.0017 ips: 25.6622 images/s [10/24 18:25:01] ppdet.engine INFO: Epoch: [114] [ 0/610] learning_rate: 0.205219 loss_vfl: 0.872732 loss_bbox: 0.293570 loss_dfl: 0.183199 loss: 1.361795 eta: 2 days, 13:48:13 batch_cost: 2.2838 data_cost: 0.2639 ips: 21.0176 images/s [10/24 18:25:44] ppdet.engine INFO: Epoch: [114] [ 20/610] learning_rate: 0.205171 loss_vfl: 0.863082 loss_bbox: 0.290447 loss_dfl: 0.195813 loss: 1.341685 eta: 2 days, 13:47:33 batch_cost: 1.9418 data_cost: 0.0012 ips: 24.7195 images/s [10/24 18:26:27] ppdet.engine INFO: Epoch: [114] [ 40/610] learning_rate: 0.205123 loss_vfl: 0.862222 loss_bbox: 0.294816 loss_dfl: 0.191848 loss: 1.342617 eta: 2 days, 13:46:53 batch_cost: 1.9489 data_cost: 0.0011 ips: 24.6292 images/s [10/24 18:27:11] ppdet.engine INFO: Epoch: [114] [ 60/610] learning_rate: 0.205075 loss_vfl: 0.853518 loss_bbox: 0.277589 loss_dfl: 0.187101 loss: 1.340019 eta: 2 days, 13:46:15 batch_cost: 1.9748 data_cost: 0.0048 ips: 24.3061 images/s [10/24 18:27:55] ppdet.engine INFO: Epoch: [114] [ 80/610] learning_rate: 0.205027 loss_vfl: 0.853888 loss_bbox: 0.286239 loss_dfl: 0.188735 loss: 1.311151 eta: 2 days, 13:45:35 batch_cost: 1.9586 data_cost: 0.0011 ips: 24.5077 images/s [10/24 18:28:37] ppdet.engine INFO: Epoch: [114] [100/610] learning_rate: 0.204979 loss_vfl: 0.844475 loss_bbox: 0.322908 loss_dfl: 0.199579 loss: 1.368186 eta: 2 days, 13:44:53 batch_cost: 1.8714 data_cost: 0.0010 ips: 25.6491 images/s [10/24 18:29:19] ppdet.engine INFO: Epoch: [114] [120/610] learning_rate: 0.204931 loss_vfl: 0.870303 loss_bbox: 0.295548 loss_dfl: 0.195596 loss: 1.363917 eta: 2 days, 13:44:12 batch_cost: 1.9017 data_cost: 0.0012 ips: 25.2411 images/s [10/24 18:30:01] ppdet.engine INFO: Epoch: [114] [140/610] learning_rate: 0.204883 loss_vfl: 0.872705 loss_bbox: 0.302291 loss_dfl: 0.194827 loss: 1.373729 eta: 2 days, 13:43:30 batch_cost: 1.8641 data_cost: 0.0016 ips: 25.7495 images/s [10/24 18:30:44] ppdet.engine INFO: Epoch: [114] [160/610] learning_rate: 0.204835 loss_vfl: 0.877822 loss_bbox: 0.316566 loss_dfl: 0.198483 loss: 1.398480 eta: 2 days, 13:42:49 batch_cost: 1.9156 data_cost: 0.0011 ips: 25.0574 images/s [10/24 18:31:27] ppdet.engine INFO: Epoch: [114] [180/610] learning_rate: 0.204787 loss_vfl: 0.881501 loss_bbox: 0.300856 loss_dfl: 0.199178 loss: 1.384988 eta: 2 days, 13:42:09 batch_cost: 1.9311 data_cost: 0.0012 ips: 24.8565 images/s [10/24 18:32:10] ppdet.engine INFO: Epoch: [114] [200/610] learning_rate: 0.204740 loss_vfl: 0.881398 loss_bbox: 0.305565 loss_dfl: 0.198559 loss: 1.378984 eta: 2 days, 13:41:29 batch_cost: 1.9535 data_cost: 0.0053 ips: 24.5715 images/s [10/24 18:32:53] ppdet.engine INFO: Epoch: [114] [220/610] learning_rate: 0.204692 loss_vfl: 0.844319 loss_bbox: 0.277840 loss_dfl: 0.191538 loss: 1.333674 eta: 2 days, 13:40:49 batch_cost: 1.9309 data_cost: 0.0011 ips: 24.8583 images/s [10/24 18:33:36] ppdet.engine INFO: Epoch: [114] [240/610] learning_rate: 0.204644 loss_vfl: 0.860243 loss_bbox: 0.303933 loss_dfl: 0.201380 loss: 1.354958 eta: 2 days, 13:40:10 batch_cost: 1.9641 data_cost: 0.0011 ips: 24.4387 images/s [10/24 18:34:19] ppdet.engine INFO: Epoch: [114] [260/610] learning_rate: 0.204596 loss_vfl: 0.852382 loss_bbox: 0.287534 loss_dfl: 0.180318 loss: 1.344766 eta: 2 days, 13:39:30 batch_cost: 1.9305 data_cost: 0.0011 ips: 24.8645 images/s [10/24 18:35:03] ppdet.engine INFO: Epoch: [114] [280/610] learning_rate: 0.204548 loss_vfl: 0.870488 loss_bbox: 0.295895 loss_dfl: 0.188554 loss: 1.376402 eta: 2 days, 13:38:50 batch_cost: 1.9498 data_cost: 0.0010 ips: 24.6173 images/s [10/24 18:35:47] ppdet.engine INFO: Epoch: [114] [300/610] learning_rate: 0.204500 loss_vfl: 0.869803 loss_bbox: 0.312384 loss_dfl: 0.194028 loss: 1.372772 eta: 2 days, 13:38:12 batch_cost: 1.9938 data_cost: 0.0011 ips: 24.0741 images/s [10/24 18:36:30] ppdet.engine INFO: Epoch: [114] [320/610] learning_rate: 0.204452 loss_vfl: 0.874254 loss_bbox: 0.320003 loss_dfl: 0.199247 loss: 1.380625 eta: 2 days, 13:37:33 batch_cost: 1.9764 data_cost: 0.0010 ips: 24.2872 images/s [10/24 18:37:13] ppdet.engine INFO: Epoch: [114] [340/610] learning_rate: 0.204404 loss_vfl: 0.875364 loss_bbox: 0.294474 loss_dfl: 0.183516 loss: 1.345408 eta: 2 days, 13:36:54 batch_cost: 1.9532 data_cost: 0.0012 ips: 24.5746 images/s [10/24 18:37:56] ppdet.engine INFO: Epoch: [114] [360/610] learning_rate: 0.204356 loss_vfl: 0.851513 loss_bbox: 0.305287 loss_dfl: 0.199184 loss: 1.368521 eta: 2 days, 13:36:13 batch_cost: 1.9011 data_cost: 0.0012 ips: 25.2480 images/s [10/24 18:38:40] ppdet.engine INFO: Epoch: [114] [380/610] learning_rate: 0.204308 loss_vfl: 0.853693 loss_bbox: 0.313060 loss_dfl: 0.207205 loss: 1.379337 eta: 2 days, 13:35:34 batch_cost: 1.9842 data_cost: 0.0011 ips: 24.1912 images/s [10/24 18:39:23] ppdet.engine INFO: Epoch: [114] [400/610] learning_rate: 0.204260 loss_vfl: 0.869718 loss_bbox: 0.287671 loss_dfl: 0.183094 loss: 1.347829 eta: 2 days, 13:34:54 batch_cost: 1.9383 data_cost: 0.0011 ips: 24.7633 images/s [10/24 18:40:07] ppdet.engine INFO: Epoch: [114] [420/610] learning_rate: 0.204212 loss_vfl: 0.875204 loss_bbox: 0.286155 loss_dfl: 0.189339 loss: 1.334509 eta: 2 days, 13:34:18 batch_cost: 2.0407 data_cost: 0.0011 ips: 23.5210 images/s [10/24 18:40:50] ppdet.engine INFO: Epoch: [114] [440/610] learning_rate: 0.204164 loss_vfl: 0.849619 loss_bbox: 0.297105 loss_dfl: 0.191137 loss: 1.307824 eta: 2 days, 13:33:38 batch_cost: 1.9583 data_cost: 0.0011 ips: 24.5106 images/s [10/24 18:41:34] ppdet.engine INFO: Epoch: [114] [460/610] learning_rate: 0.204116 loss_vfl: 0.852735 loss_bbox: 0.290764 loss_dfl: 0.192549 loss: 1.352558 eta: 2 days, 13:32:59 batch_cost: 1.9658 data_cost: 0.0011 ips: 24.4180 images/s [10/24 18:42:16] ppdet.engine INFO: Epoch: [114] [480/610] learning_rate: 0.204068 loss_vfl: 0.842926 loss_bbox: 0.311168 loss_dfl: 0.194046 loss: 1.329004 eta: 2 days, 13:32:18 batch_cost: 1.9047 data_cost: 0.0011 ips: 25.2005 images/s [10/24 18:42:59] ppdet.engine INFO: Epoch: [114] [500/610] learning_rate: 0.204020 loss_vfl: 0.853403 loss_bbox: 0.292702 loss_dfl: 0.195599 loss: 1.341004 eta: 2 days, 13:31:38 batch_cost: 1.9370 data_cost: 0.0011 ips: 24.7802 images/s [10/24 18:43:42] ppdet.engine INFO: Epoch: [114] [520/610] learning_rate: 0.203971 loss_vfl: 0.870944 loss_bbox: 0.296949 loss_dfl: 0.190676 loss: 1.365360 eta: 2 days, 13:30:58 batch_cost: 1.9309 data_cost: 0.0011 ips: 24.8594 images/s [10/24 18:44:24] ppdet.engine INFO: Epoch: [114] [540/610] learning_rate: 0.203923 loss_vfl: 0.865073 loss_bbox: 0.281487 loss_dfl: 0.188728 loss: 1.336186 eta: 2 days, 13:30:18 batch_cost: 1.9457 data_cost: 0.0010 ips: 24.6703 images/s [10/24 18:45:07] ppdet.engine INFO: Epoch: [114] [560/610] learning_rate: 0.203875 loss_vfl: 0.865348 loss_bbox: 0.285272 loss_dfl: 0.191370 loss: 1.359238 eta: 2 days, 13:29:39 batch_cost: 1.9585 data_cost: 0.0011 ips: 24.5082 images/s [10/24 18:45:51] ppdet.engine INFO: Epoch: [114] [580/610] learning_rate: 0.203827 loss_vfl: 0.849081 loss_bbox: 0.281673 loss_dfl: 0.187491 loss: 1.332444 eta: 2 days, 13:28:59 batch_cost: 1.9203 data_cost: 0.0016 ips: 24.9957 images/s [10/24 18:46:33] ppdet.engine INFO: Epoch: [114] [600/610] learning_rate: 0.203779 loss_vfl: 0.885161 loss_bbox: 0.278256 loss_dfl: 0.187330 loss: 1.332980 eta: 2 days, 13:28:19 batch_cost: 1.9486 data_cost: 0.0012 ips: 24.6326 images/s [10/24 18:47:06] ppdet.engine INFO: Epoch: [115] [ 0/610] learning_rate: 0.203755 loss_vfl: 0.871143 loss_bbox: 0.286447 loss_dfl: 0.190339 loss: 1.338122 eta: 2 days, 13:28:14 batch_cost: 2.3918 data_cost: 0.2136 ips: 20.0682 images/s [10/24 18:47:50] ppdet.engine INFO: Epoch: [115] [ 20/610] learning_rate: 0.203707 loss_vfl: 0.877495 loss_bbox: 0.305836 loss_dfl: 0.199880 loss: 1.384252 eta: 2 days, 13:27:34 batch_cost: 1.9399 data_cost: 0.0012 ips: 24.7430 images/s [10/24 18:48:35] ppdet.engine INFO: Epoch: [115] [ 40/610] learning_rate: 0.203659 loss_vfl: 0.864420 loss_bbox: 0.291446 loss_dfl: 0.194618 loss: 1.344677 eta: 2 days, 13:26:56 batch_cost: 1.9926 data_cost: 0.0011 ips: 24.0893 images/s [10/24 18:49:18] ppdet.engine INFO: Epoch: [115] [ 60/610] learning_rate: 0.203611 loss_vfl: 0.854764 loss_bbox: 0.309625 loss_dfl: 0.199704 loss: 1.388158 eta: 2 days, 13:26:16 batch_cost: 1.9481 data_cost: 0.0011 ips: 24.6390 images/s [10/24 18:50:00] ppdet.engine INFO: Epoch: [115] [ 80/610] learning_rate: 0.203563 loss_vfl: 0.863457 loss_bbox: 0.302985 loss_dfl: 0.198527 loss: 1.361783 eta: 2 days, 13:25:35 batch_cost: 1.9043 data_cost: 0.0011 ips: 25.2058 images/s [10/24 18:50:43] ppdet.engine INFO: Epoch: [115] [100/610] learning_rate: 0.203515 loss_vfl: 0.856300 loss_bbox: 0.279407 loss_dfl: 0.183641 loss: 1.330011 eta: 2 days, 13:24:55 batch_cost: 1.9358 data_cost: 0.0011 ips: 24.7963 images/s [10/24 18:51:28] ppdet.engine INFO: Epoch: [115] [120/610] learning_rate: 0.203467 loss_vfl: 0.857151 loss_bbox: 0.294804 loss_dfl: 0.191786 loss: 1.348679 eta: 2 days, 13:24:18 batch_cost: 2.0328 data_cost: 0.0011 ips: 23.6128 images/s [10/24 18:52:12] ppdet.engine INFO: Epoch: [115] [140/610] learning_rate: 0.203418 loss_vfl: 0.857613 loss_bbox: 0.300406 loss_dfl: 0.193824 loss: 1.346193 eta: 2 days, 13:23:40 batch_cost: 1.9896 data_cost: 0.0011 ips: 24.1252 images/s [10/24 18:52:56] ppdet.engine INFO: Epoch: [115] [160/610] learning_rate: 0.203370 loss_vfl: 0.878028 loss_bbox: 0.290035 loss_dfl: 0.186835 loss: 1.341806 eta: 2 days, 13:23:01 batch_cost: 1.9825 data_cost: 0.0011 ips: 24.2113 images/s [10/24 18:53:41] ppdet.engine INFO: Epoch: [115] [180/610] learning_rate: 0.203322 loss_vfl: 0.861412 loss_bbox: 0.308512 loss_dfl: 0.190587 loss: 1.346131 eta: 2 days, 13:22:24 batch_cost: 2.0245 data_cost: 0.0011 ips: 23.7101 images/s [10/24 18:54:24] ppdet.engine INFO: Epoch: [115] [200/610] learning_rate: 0.203274 loss_vfl: 0.859332 loss_bbox: 0.318198 loss_dfl: 0.194942 loss: 1.375507 eta: 2 days, 13:21:46 batch_cost: 1.9899 data_cost: 0.0019 ips: 24.1212 images/s [10/24 18:55:07] ppdet.engine INFO: Epoch: [115] [220/610] learning_rate: 0.203226 loss_vfl: 0.859280 loss_bbox: 0.314656 loss_dfl: 0.194935 loss: 1.342049 eta: 2 days, 13:21:06 batch_cost: 1.9595 data_cost: 0.0011 ips: 24.4956 images/s [10/24 18:55:51] ppdet.engine INFO: Epoch: [115] [240/610] learning_rate: 0.203178 loss_vfl: 0.879853 loss_bbox: 0.302990 loss_dfl: 0.203489 loss: 1.367960 eta: 2 days, 13:20:27 batch_cost: 1.9577 data_cost: 0.0011 ips: 24.5190 images/s [10/24 18:56:34] ppdet.engine INFO: Epoch: [115] [260/610] learning_rate: 0.203130 loss_vfl: 0.846603 loss_bbox: 0.310072 loss_dfl: 0.197317 loss: 1.359022 eta: 2 days, 13:19:47 batch_cost: 1.9405 data_cost: 0.0011 ips: 24.7355 images/s [10/24 18:57:17] ppdet.engine INFO: Epoch: [115] [280/610] learning_rate: 0.203081 loss_vfl: 0.875427 loss_bbox: 0.286347 loss_dfl: 0.182121 loss: 1.338297 eta: 2 days, 13:19:07 batch_cost: 1.9318 data_cost: 0.0010 ips: 24.8468 images/s [10/24 18:57:59] ppdet.engine INFO: Epoch: [115] [300/610] learning_rate: 0.203033 loss_vfl: 0.857520 loss_bbox: 0.309771 loss_dfl: 0.195649 loss: 1.372033 eta: 2 days, 13:18:26 batch_cost: 1.9139 data_cost: 0.0011 ips: 25.0798 images/s [10/24 18:58:43] ppdet.engine INFO: Epoch: [115] [320/610] learning_rate: 0.202985 loss_vfl: 0.875168 loss_bbox: 0.278297 loss_dfl: 0.185890 loss: 1.344353 eta: 2 days, 13:17:48 batch_cost: 1.9737 data_cost: 0.0011 ips: 24.3197 images/s [10/24 18:59:26] ppdet.engine INFO: Epoch: [115] [340/610] learning_rate: 0.202937 loss_vfl: 0.863629 loss_bbox: 0.286362 loss_dfl: 0.189970 loss: 1.357064 eta: 2 days, 13:17:08 batch_cost: 1.9444 data_cost: 0.0010 ips: 24.6867 images/s [10/24 19:00:09] ppdet.engine INFO: Epoch: [115] [360/610] learning_rate: 0.202889 loss_vfl: 0.874861 loss_bbox: 0.290309 loss_dfl: 0.189846 loss: 1.329545 eta: 2 days, 13:16:28 batch_cost: 1.9352 data_cost: 0.0011 ips: 24.8030 images/s [10/24 19:00:52] ppdet.engine INFO: Epoch: [115] [380/610] learning_rate: 0.202841 loss_vfl: 0.865584 loss_bbox: 0.297903 loss_dfl: 0.196609 loss: 1.365882 eta: 2 days, 13:15:48 batch_cost: 1.9490 data_cost: 0.0011 ips: 24.6286 images/s [10/24 19:01:36] ppdet.engine INFO: Epoch: [115] [400/610] learning_rate: 0.202792 loss_vfl: 0.892948 loss_bbox: 0.290852 loss_dfl: 0.192369 loss: 1.382440 eta: 2 days, 13:15:10 batch_cost: 2.0014 data_cost: 0.0010 ips: 23.9827 images/s [10/24 19:02:19] ppdet.engine INFO: Epoch: [115] [420/610] learning_rate: 0.202744 loss_vfl: 0.865427 loss_bbox: 0.300963 loss_dfl: 0.196513 loss: 1.359859 eta: 2 days, 13:14:32 batch_cost: 2.0044 data_cost: 0.0010 ips: 23.9478 images/s [10/24 19:03:03] ppdet.engine INFO: Epoch: [115] [440/610] learning_rate: 0.202696 loss_vfl: 0.862034 loss_bbox: 0.296351 loss_dfl: 0.192988 loss: 1.371616 eta: 2 days, 13:13:54 batch_cost: 1.9854 data_cost: 0.0011 ips: 24.1766 images/s [10/24 19:03:46] ppdet.engine INFO: Epoch: [115] [460/610] learning_rate: 0.202648 loss_vfl: 0.872919 loss_bbox: 0.323915 loss_dfl: 0.199767 loss: 1.406376 eta: 2 days, 13:13:13 batch_cost: 1.9050 data_cost: 0.0011 ips: 25.1967 images/s [10/24 19:04:29] ppdet.engine INFO: Epoch: [115] [480/610] learning_rate: 0.202599 loss_vfl: 0.868506 loss_bbox: 0.297847 loss_dfl: 0.192039 loss: 1.368798 eta: 2 days, 13:12:34 batch_cost: 1.9719 data_cost: 0.0011 ips: 24.3419 images/s [10/24 19:05:12] ppdet.engine INFO: Epoch: [115] [500/610] learning_rate: 0.202551 loss_vfl: 0.870756 loss_bbox: 0.295424 loss_dfl: 0.190013 loss: 1.378574 eta: 2 days, 13:11:54 batch_cost: 1.9195 data_cost: 0.0011 ips: 25.0063 images/s [10/24 19:05:55] ppdet.engine INFO: Epoch: [115] [520/610] learning_rate: 0.202503 loss_vfl: 0.884947 loss_bbox: 0.299886 loss_dfl: 0.200035 loss: 1.383861 eta: 2 days, 13:11:15 batch_cost: 1.9715 data_cost: 0.0011 ips: 24.3468 images/s [10/24 19:06:37] ppdet.engine INFO: Epoch: [115] [540/610] learning_rate: 0.202455 loss_vfl: 0.858492 loss_bbox: 0.321952 loss_dfl: 0.203489 loss: 1.389339 eta: 2 days, 13:10:34 batch_cost: 1.9231 data_cost: 0.0011 ips: 24.9599 images/s [10/24 19:07:21] ppdet.engine INFO: Epoch: [115] [560/610] learning_rate: 0.202406 loss_vfl: 0.870191 loss_bbox: 0.284814 loss_dfl: 0.186111 loss: 1.352721 eta: 2 days, 13:09:55 batch_cost: 1.9595 data_cost: 0.0011 ips: 24.4963 images/s [10/24 19:08:04] ppdet.engine INFO: Epoch: [115] [580/610] learning_rate: 0.202358 loss_vfl: 0.864358 loss_bbox: 0.280755 loss_dfl: 0.186065 loss: 1.346578 eta: 2 days, 13:09:17 batch_cost: 1.9874 data_cost: 0.0011 ips: 24.1525 images/s [10/24 19:08:47] ppdet.engine INFO: Epoch: [115] [600/610] learning_rate: 0.202310 loss_vfl: 0.881968 loss_bbox: 0.292537 loss_dfl: 0.190065 loss: 1.356915 eta: 2 days, 13:08:37 batch_cost: 1.9510 data_cost: 0.0011 ips: 24.6022 images/s [10/24 19:09:20] ppdet.engine INFO: Epoch: [116] [ 0/610] learning_rate: 0.202286 loss_vfl: 0.886904 loss_bbox: 0.296462 loss_dfl: 0.186895 loss: 1.346884 eta: 2 days, 13:08:31 batch_cost: 2.3641 data_cost: 0.2186 ips: 20.3041 images/s [10/24 19:10:03] ppdet.engine INFO: Epoch: [116] [ 20/610] learning_rate: 0.202238 loss_vfl: 0.864680 loss_bbox: 0.277353 loss_dfl: 0.180929 loss: 1.338102 eta: 2 days, 13:07:51 batch_cost: 1.9535 data_cost: 0.0013 ips: 24.5718 images/s [10/24 19:10:48] ppdet.engine INFO: Epoch: [116] [ 40/610] learning_rate: 0.202189 loss_vfl: 0.841944 loss_bbox: 0.296305 loss_dfl: 0.195202 loss: 1.364283 eta: 2 days, 13:07:15 batch_cost: 2.0452 data_cost: 0.0012 ips: 23.4700 images/s [10/24 19:11:31] ppdet.engine INFO: Epoch: [116] [ 60/610] learning_rate: 0.202141 loss_vfl: 0.865336 loss_bbox: 0.279976 loss_dfl: 0.192222 loss: 1.341434 eta: 2 days, 13:06:36 batch_cost: 1.9670 data_cost: 0.0011 ips: 24.4032 images/s [10/24 19:12:14] ppdet.engine INFO: Epoch: [116] [ 80/610] learning_rate: 0.202093 loss_vfl: 0.863485 loss_bbox: 0.298315 loss_dfl: 0.196934 loss: 1.376872 eta: 2 days, 13:05:55 batch_cost: 1.9161 data_cost: 0.0011 ips: 25.0509 images/s [10/24 19:12:58] ppdet.engine INFO: Epoch: [116] [100/610] learning_rate: 0.202044 loss_vfl: 0.859747 loss_bbox: 0.299887 loss_dfl: 0.189845 loss: 1.339756 eta: 2 days, 13:05:15 batch_cost: 1.9478 data_cost: 0.0011 ips: 24.6427 images/s [10/24 19:13:41] ppdet.engine INFO: Epoch: [116] [120/610] learning_rate: 0.201996 loss_vfl: 0.863569 loss_bbox: 0.287043 loss_dfl: 0.195179 loss: 1.366427 eta: 2 days, 13:04:36 batch_cost: 1.9579 data_cost: 0.0011 ips: 24.5157 images/s [10/24 19:14:24] ppdet.engine INFO: Epoch: [116] [140/610] learning_rate: 0.201948 loss_vfl: 0.870452 loss_bbox: 0.298435 loss_dfl: 0.190550 loss: 1.356658 eta: 2 days, 13:03:56 batch_cost: 1.9257 data_cost: 0.0011 ips: 24.9264 images/s [10/24 19:15:07] ppdet.engine INFO: Epoch: [116] [160/610] learning_rate: 0.201899 loss_vfl: 0.847865 loss_bbox: 0.301144 loss_dfl: 0.194326 loss: 1.333183 eta: 2 days, 13:03:16 batch_cost: 1.9540 data_cost: 0.0011 ips: 24.5654 images/s [10/24 19:15:50] ppdet.engine INFO: Epoch: [116] [180/610] learning_rate: 0.201851 loss_vfl: 0.870822 loss_bbox: 0.311916 loss_dfl: 0.194131 loss: 1.368655 eta: 2 days, 13:02:36 batch_cost: 1.9458 data_cost: 0.0011 ips: 24.6681 images/s [10/24 19:16:33] ppdet.engine INFO: Epoch: [116] [200/610] learning_rate: 0.201803 loss_vfl: 0.870139 loss_bbox: 0.297201 loss_dfl: 0.192965 loss: 1.369298 eta: 2 days, 13:01:56 batch_cost: 1.9172 data_cost: 0.0011 ips: 25.0371 images/s [10/24 19:17:15] ppdet.engine INFO: Epoch: [116] [220/610] learning_rate: 0.201754 loss_vfl: 0.864159 loss_bbox: 0.297253 loss_dfl: 0.192930 loss: 1.349393 eta: 2 days, 13:01:16 batch_cost: 1.9403 data_cost: 0.0011 ips: 24.7385 images/s [10/24 19:17:59] ppdet.engine INFO: Epoch: [116] [240/610] learning_rate: 0.201706 loss_vfl: 0.864325 loss_bbox: 0.270280 loss_dfl: 0.177465 loss: 1.320656 eta: 2 days, 13:00:36 batch_cost: 1.9485 data_cost: 0.0011 ips: 24.6344 images/s [10/24 19:18:43] ppdet.engine INFO: Epoch: [116] [260/610] learning_rate: 0.201658 loss_vfl: 0.865173 loss_bbox: 0.291193 loss_dfl: 0.195812 loss: 1.367605 eta: 2 days, 12:59:59 batch_cost: 2.0282 data_cost: 0.0011 ips: 23.6663 images/s [10/24 19:19:26] ppdet.engine INFO: Epoch: [116] [280/610] learning_rate: 0.201609 loss_vfl: 0.845463 loss_bbox: 0.290878 loss_dfl: 0.200351 loss: 1.357562 eta: 2 days, 12:59:19 batch_cost: 1.9425 data_cost: 0.0011 ips: 24.7103 images/s [10/24 19:20:10] ppdet.engine INFO: Epoch: [116] [300/610] learning_rate: 0.201561 loss_vfl: 0.876623 loss_bbox: 0.291552 loss_dfl: 0.187579 loss: 1.364034 eta: 2 days, 12:58:40 batch_cost: 1.9499 data_cost: 0.0011 ips: 24.6162 images/s [10/24 19:20:53] ppdet.engine INFO: Epoch: [116] [320/610] learning_rate: 0.201513 loss_vfl: 0.876470 loss_bbox: 0.269508 loss_dfl: 0.178991 loss: 1.326245 eta: 2 days, 12:58:00 batch_cost: 1.9370 data_cost: 0.0011 ips: 24.7810 images/s [10/24 19:21:36] ppdet.engine INFO: Epoch: [116] [340/610] learning_rate: 0.201464 loss_vfl: 0.860515 loss_bbox: 0.301683 loss_dfl: 0.198168 loss: 1.375652 eta: 2 days, 12:57:20 batch_cost: 1.9407 data_cost: 0.0041 ips: 24.7328 images/s [10/24 19:22:18] ppdet.engine INFO: Epoch: [116] [360/610] learning_rate: 0.201416 loss_vfl: 0.860034 loss_bbox: 0.282094 loss_dfl: 0.184320 loss: 1.347276 eta: 2 days, 12:56:39 batch_cost: 1.9109 data_cost: 0.0011 ips: 25.1189 images/s [10/24 19:23:01] ppdet.engine INFO: Epoch: [116] [380/610] learning_rate: 0.201368 loss_vfl: 0.884683 loss_bbox: 0.284575 loss_dfl: 0.191496 loss: 1.353190 eta: 2 days, 12:56:00 batch_cost: 1.9637 data_cost: 0.0010 ips: 24.4430 images/s [10/24 19:23:45] ppdet.engine INFO: Epoch: [116] [400/610] learning_rate: 0.201319 loss_vfl: 0.870470 loss_bbox: 0.314323 loss_dfl: 0.192349 loss: 1.406263 eta: 2 days, 12:55:22 batch_cost: 1.9901 data_cost: 0.0011 ips: 24.1193 images/s [10/24 19:24:27] ppdet.engine INFO: Epoch: [116] [420/610] learning_rate: 0.201271 loss_vfl: 0.882069 loss_bbox: 0.273732 loss_dfl: 0.178226 loss: 1.348327 eta: 2 days, 12:54:40 batch_cost: 1.8815 data_cost: 0.0011 ips: 25.5115 images/s [10/24 19:25:11] ppdet.engine INFO: Epoch: [116] [440/610] learning_rate: 0.201222 loss_vfl: 0.853607 loss_bbox: 0.285980 loss_dfl: 0.189535 loss: 1.319918 eta: 2 days, 12:54:01 batch_cost: 1.9733 data_cost: 0.0011 ips: 24.3246 images/s [10/24 19:25:53] ppdet.engine INFO: Epoch: [116] [460/610] learning_rate: 0.201174 loss_vfl: 0.859648 loss_bbox: 0.299970 loss_dfl: 0.189485 loss: 1.377144 eta: 2 days, 12:53:22 batch_cost: 1.9472 data_cost: 0.0011 ips: 24.6509 images/s [10/24 19:26:36] ppdet.engine INFO: Epoch: [116] [480/610] learning_rate: 0.201126 loss_vfl: 0.873189 loss_bbox: 0.304339 loss_dfl: 0.192193 loss: 1.370811 eta: 2 days, 12:52:41 batch_cost: 1.9259 data_cost: 0.0011 ips: 24.9232 images/s [10/24 19:27:20] ppdet.engine INFO: Epoch: [116] [500/610] learning_rate: 0.201077 loss_vfl: 0.895484 loss_bbox: 0.296296 loss_dfl: 0.198075 loss: 1.390384 eta: 2 days, 12:52:04 batch_cost: 2.0225 data_cost: 0.0011 ips: 23.7325 images/s [10/24 19:28:04] ppdet.engine INFO: Epoch: [116] [520/610] learning_rate: 0.201029 loss_vfl: 0.868993 loss_bbox: 0.287989 loss_dfl: 0.200381 loss: 1.373139 eta: 2 days, 12:51:26 batch_cost: 1.9950 data_cost: 0.0011 ips: 24.0607 images/s [10/24 19:28:48] ppdet.engine INFO: Epoch: [116] [540/610] learning_rate: 0.200980 loss_vfl: 0.870839 loss_bbox: 0.279985 loss_dfl: 0.190108 loss: 1.338837 eta: 2 days, 12:50:47 batch_cost: 1.9728 data_cost: 0.0011 ips: 24.3310 images/s [10/24 19:29:31] ppdet.engine INFO: Epoch: [116] [560/610] learning_rate: 0.200932 loss_vfl: 0.885623 loss_bbox: 0.271067 loss_dfl: 0.180960 loss: 1.331523 eta: 2 days, 12:50:07 batch_cost: 1.9440 data_cost: 0.0011 ips: 24.6918 images/s [10/24 19:30:14] ppdet.engine INFO: Epoch: [116] [580/610] learning_rate: 0.200883 loss_vfl: 0.869340 loss_bbox: 0.305108 loss_dfl: 0.193316 loss: 1.359601 eta: 2 days, 12:49:28 batch_cost: 1.9566 data_cost: 0.0011 ips: 24.5322 images/s [10/24 19:30:55] ppdet.engine INFO: Epoch: [116] [600/610] learning_rate: 0.200835 loss_vfl: 0.872566 loss_bbox: 0.307825 loss_dfl: 0.192860 loss: 1.359957 eta: 2 days, 12:48:45 batch_cost: 1.8463 data_cost: 0.0012 ips: 25.9979 images/s [10/24 19:31:25] ppdet.engine INFO: Epoch: [117] [ 0/610] learning_rate: 0.200811 loss_vfl: 0.861864 loss_bbox: 0.304373 loss_dfl: 0.192538 loss: 1.359957 eta: 2 days, 12:48:34 batch_cost: 2.1284 data_cost: 0.1618 ips: 22.5523 images/s [10/24 19:32:09] ppdet.engine INFO: Epoch: [117] [ 20/610] learning_rate: 0.200762 loss_vfl: 0.854476 loss_bbox: 0.300065 loss_dfl: 0.191972 loss: 1.342841 eta: 2 days, 12:47:55 batch_cost: 1.9616 data_cost: 0.0015 ips: 24.4699 images/s [10/24 19:32:53] ppdet.engine INFO: Epoch: [117] [ 40/610] learning_rate: 0.200714 loss_vfl: 0.851767 loss_bbox: 0.271550 loss_dfl: 0.183654 loss: 1.299712 eta: 2 days, 12:47:16 batch_cost: 1.9731 data_cost: 0.0012 ips: 24.3269 images/s [10/24 19:33:37] ppdet.engine INFO: Epoch: [117] [ 60/610] learning_rate: 0.200665 loss_vfl: 0.865993 loss_bbox: 0.304547 loss_dfl: 0.189785 loss: 1.359145 eta: 2 days, 12:46:39 batch_cost: 2.0252 data_cost: 0.0011 ips: 23.7008 images/s [10/24 19:34:21] ppdet.engine INFO: Epoch: [117] [ 80/610] learning_rate: 0.200617 loss_vfl: 0.864834 loss_bbox: 0.293815 loss_dfl: 0.192653 loss: 1.327349 eta: 2 days, 12:46:00 batch_cost: 1.9608 data_cost: 0.0011 ips: 24.4799 images/s [10/24 19:35:04] ppdet.engine INFO: Epoch: [117] [100/610] learning_rate: 0.200568 loss_vfl: 0.852972 loss_bbox: 0.289201 loss_dfl: 0.187236 loss: 1.358911 eta: 2 days, 12:45:20 batch_cost: 1.9524 data_cost: 0.0011 ips: 24.5846 images/s [10/24 19:35:47] ppdet.engine INFO: Epoch: [117] [120/610] learning_rate: 0.200520 loss_vfl: 0.855815 loss_bbox: 0.285125 loss_dfl: 0.191752 loss: 1.321064 eta: 2 days, 12:44:40 batch_cost: 1.9237 data_cost: 0.0011 ips: 24.9515 images/s [10/24 19:36:31] ppdet.engine INFO: Epoch: [117] [140/610] learning_rate: 0.200471 loss_vfl: 0.846224 loss_bbox: 0.311635 loss_dfl: 0.198647 loss: 1.342377 eta: 2 days, 12:44:01 batch_cost: 1.9903 data_cost: 0.0011 ips: 24.1166 images/s [10/24 19:37:14] ppdet.engine INFO: Epoch: [117] [160/610] learning_rate: 0.200423 loss_vfl: 0.863610 loss_bbox: 0.299239 loss_dfl: 0.199948 loss: 1.356720 eta: 2 days, 12:43:23 batch_cost: 1.9754 data_cost: 0.0011 ips: 24.2987 images/s [10/24 19:37:56] ppdet.engine INFO: Epoch: [117] [180/610] learning_rate: 0.200374 loss_vfl: 0.848616 loss_bbox: 0.277115 loss_dfl: 0.182393 loss: 1.320640 eta: 2 days, 12:42:42 batch_cost: 1.9076 data_cost: 0.0010 ips: 25.1630 images/s [10/24 19:38:40] ppdet.engine INFO: Epoch: [117] [200/610] learning_rate: 0.200326 loss_vfl: 0.864328 loss_bbox: 0.312688 loss_dfl: 0.192978 loss: 1.372383 eta: 2 days, 12:42:02 batch_cost: 1.9517 data_cost: 0.0011 ips: 24.5936 images/s [10/24 19:39:23] ppdet.engine INFO: Epoch: [117] [220/610] learning_rate: 0.200277 loss_vfl: 0.846232 loss_bbox: 0.300064 loss_dfl: 0.193814 loss: 1.364854 eta: 2 days, 12:41:22 batch_cost: 1.9380 data_cost: 0.0012 ips: 24.7679 images/s [10/24 19:40:07] ppdet.engine INFO: Epoch: [117] [240/610] learning_rate: 0.200229 loss_vfl: 0.876708 loss_bbox: 0.296785 loss_dfl: 0.194072 loss: 1.378175 eta: 2 days, 12:40:45 batch_cost: 2.0205 data_cost: 0.0011 ips: 23.7567 images/s [10/24 19:40:50] ppdet.engine INFO: Epoch: [117] [260/610] learning_rate: 0.200180 loss_vfl: 0.860035 loss_bbox: 0.288047 loss_dfl: 0.186120 loss: 1.339775 eta: 2 days, 12:40:06 batch_cost: 1.9702 data_cost: 0.0011 ips: 24.3628 images/s [10/24 19:41:33] ppdet.engine INFO: Epoch: [117] [280/610] learning_rate: 0.200132 loss_vfl: 0.863854 loss_bbox: 0.300890 loss_dfl: 0.195412 loss: 1.386673 eta: 2 days, 12:39:27 batch_cost: 1.9804 data_cost: 0.0011 ips: 24.2371 images/s [10/24 19:42:17] ppdet.engine INFO: Epoch: [117] [300/610] learning_rate: 0.200083 loss_vfl: 0.865418 loss_bbox: 0.292774 loss_dfl: 0.191746 loss: 1.355974 eta: 2 days, 12:38:48 batch_cost: 1.9670 data_cost: 0.0011 ips: 24.4028 images/s [10/24 19:43:01] ppdet.engine INFO: Epoch: [117] [320/610] learning_rate: 0.200035 loss_vfl: 0.884581 loss_bbox: 0.282747 loss_dfl: 0.191067 loss: 1.361938 eta: 2 days, 12:38:10 batch_cost: 1.9898 data_cost: 0.0011 ips: 24.1227 images/s [10/24 19:43:44] ppdet.engine INFO: Epoch: [117] [340/610] learning_rate: 0.199986 loss_vfl: 0.862388 loss_bbox: 0.289606 loss_dfl: 0.191412 loss: 1.352332 eta: 2 days, 12:37:30 batch_cost: 1.9430 data_cost: 0.0011 ips: 24.7039 images/s [10/24 19:44:28] ppdet.engine INFO: Epoch: [117] [360/610] learning_rate: 0.199938 loss_vfl: 0.865868 loss_bbox: 0.263621 loss_dfl: 0.178358 loss: 1.335680 eta: 2 days, 12:36:51 batch_cost: 1.9741 data_cost: 0.0011 ips: 24.3153 images/s [10/24 19:45:11] ppdet.engine INFO: Epoch: [117] [380/610] learning_rate: 0.199889 loss_vfl: 0.865948 loss_bbox: 0.314459 loss_dfl: 0.201322 loss: 1.391956 eta: 2 days, 12:36:12 batch_cost: 1.9594 data_cost: 0.0011 ips: 24.4970 images/s [10/24 19:45:55] ppdet.engine INFO: Epoch: [117] [400/610] learning_rate: 0.199840 loss_vfl: 0.878164 loss_bbox: 0.299729 loss_dfl: 0.193753 loss: 1.372185 eta: 2 days, 12:35:32 batch_cost: 1.9504 data_cost: 0.0011 ips: 24.6098 images/s [10/24 19:46:37] ppdet.engine INFO: Epoch: [117] [420/610] learning_rate: 0.199792 loss_vfl: 0.851421 loss_bbox: 0.296452 loss_dfl: 0.185146 loss: 1.304704 eta: 2 days, 12:34:51 batch_cost: 1.8946 data_cost: 0.0010 ips: 25.3352 images/s [10/24 19:47:21] ppdet.engine INFO: Epoch: [117] [440/610] learning_rate: 0.199743 loss_vfl: 0.882924 loss_bbox: 0.279925 loss_dfl: 0.185591 loss: 1.320944 eta: 2 days, 12:34:12 batch_cost: 1.9535 data_cost: 0.0010 ips: 24.5707 images/s [10/24 19:48:03] ppdet.engine INFO: Epoch: [117] [460/610] learning_rate: 0.199695 loss_vfl: 0.864965 loss_bbox: 0.278027 loss_dfl: 0.194125 loss: 1.358635 eta: 2 days, 12:33:32 batch_cost: 1.9447 data_cost: 0.0010 ips: 24.6825 images/s [10/24 19:48:47] ppdet.engine INFO: Epoch: [117] [480/610] learning_rate: 0.199646 loss_vfl: 0.867829 loss_bbox: 0.289230 loss_dfl: 0.189267 loss: 1.377387 eta: 2 days, 12:32:54 batch_cost: 1.9870 data_cost: 0.0011 ips: 24.1571 images/s [10/24 19:49:31] ppdet.engine INFO: Epoch: [117] [500/610] learning_rate: 0.199597 loss_vfl: 0.858637 loss_bbox: 0.294233 loss_dfl: 0.189144 loss: 1.350544 eta: 2 days, 12:32:15 batch_cost: 1.9683 data_cost: 0.0011 ips: 24.3868 images/s [10/24 19:50:14] ppdet.engine INFO: Epoch: [117] [520/610] learning_rate: 0.199549 loss_vfl: 0.869842 loss_bbox: 0.310047 loss_dfl: 0.199904 loss: 1.387772 eta: 2 days, 12:31:35 batch_cost: 1.9469 data_cost: 0.0052 ips: 24.6552 images/s [10/24 19:50:58] ppdet.engine INFO: Epoch: [117] [540/610] learning_rate: 0.199500 loss_vfl: 0.862051 loss_bbox: 0.306451 loss_dfl: 0.193172 loss: 1.372467 eta: 2 days, 12:30:55 batch_cost: 1.9388 data_cost: 0.0011 ips: 24.7578 images/s [10/24 19:51:41] ppdet.engine INFO: Epoch: [117] [560/610] learning_rate: 0.199452 loss_vfl: 0.858934 loss_bbox: 0.295079 loss_dfl: 0.196017 loss: 1.355541 eta: 2 days, 12:30:16 batch_cost: 1.9583 data_cost: 0.0033 ips: 24.5116 images/s [10/24 19:52:25] ppdet.engine INFO: Epoch: [117] [580/610] learning_rate: 0.199403 loss_vfl: 0.863761 loss_bbox: 0.288833 loss_dfl: 0.185080 loss: 1.331677 eta: 2 days, 12:29:38 batch_cost: 1.9977 data_cost: 0.0047 ips: 24.0281 images/s [10/24 19:53:08] ppdet.engine INFO: Epoch: [117] [600/610] learning_rate: 0.199354 loss_vfl: 0.863728 loss_bbox: 0.305890 loss_dfl: 0.188563 loss: 1.359526 eta: 2 days, 12:28:57 batch_cost: 1.9212 data_cost: 0.0012 ips: 24.9849 images/s [10/24 19:53:41] ppdet.engine INFO: Epoch: [118] [ 0/610] learning_rate: 0.199330 loss_vfl: 0.884824 loss_bbox: 0.309895 loss_dfl: 0.193453 loss: 1.393918 eta: 2 days, 12:28:51 batch_cost: 2.3424 data_cost: 0.2450 ips: 20.4915 images/s [10/24 19:54:25] ppdet.engine INFO: Epoch: [118] [ 20/610] learning_rate: 0.199281 loss_vfl: 0.864103 loss_bbox: 0.279493 loss_dfl: 0.181562 loss: 1.352066 eta: 2 days, 12:28:14 batch_cost: 2.0189 data_cost: 0.0012 ips: 23.7755 images/s [10/24 19:55:09] ppdet.engine INFO: Epoch: [118] [ 40/610] learning_rate: 0.199233 loss_vfl: 0.848979 loss_bbox: 0.287703 loss_dfl: 0.195858 loss: 1.380186 eta: 2 days, 12:27:35 batch_cost: 1.9637 data_cost: 0.0010 ips: 24.4442 images/s [10/24 19:55:53] ppdet.engine INFO: Epoch: [118] [ 60/610] learning_rate: 0.199184 loss_vfl: 0.840751 loss_bbox: 0.288864 loss_dfl: 0.190130 loss: 1.308629 eta: 2 days, 12:26:57 batch_cost: 2.0074 data_cost: 0.0010 ips: 23.9116 images/s [10/24 19:56:36] ppdet.engine INFO: Epoch: [118] [ 80/610] learning_rate: 0.199135 loss_vfl: 0.859178 loss_bbox: 0.299399 loss_dfl: 0.194297 loss: 1.370961 eta: 2 days, 12:26:17 batch_cost: 1.9310 data_cost: 0.0011 ips: 24.8577 images/s [10/24 19:57:20] ppdet.engine INFO: Epoch: [118] [100/610] learning_rate: 0.199087 loss_vfl: 0.856958 loss_bbox: 0.289439 loss_dfl: 0.187382 loss: 1.326205 eta: 2 days, 12:25:38 batch_cost: 1.9932 data_cost: 0.0010 ips: 24.0825 images/s [10/24 19:58:03] ppdet.engine INFO: Epoch: [118] [120/610] learning_rate: 0.199038 loss_vfl: 0.869221 loss_bbox: 0.305366 loss_dfl: 0.200529 loss: 1.372816 eta: 2 days, 12:24:58 batch_cost: 1.9371 data_cost: 0.0010 ips: 24.7794 images/s [10/24 19:58:47] ppdet.engine INFO: Epoch: [118] [140/610] learning_rate: 0.198989 loss_vfl: 0.860466 loss_bbox: 0.316675 loss_dfl: 0.200826 loss: 1.382572 eta: 2 days, 12:24:20 batch_cost: 1.9969 data_cost: 0.0010 ips: 24.0370 images/s [10/24 19:59:31] ppdet.engine INFO: Epoch: [118] [160/610] learning_rate: 0.198941 loss_vfl: 0.855571 loss_bbox: 0.285440 loss_dfl: 0.183772 loss: 1.332159 eta: 2 days, 12:23:42 batch_cost: 2.0012 data_cost: 0.0010 ips: 23.9854 images/s [10/24 20:00:14] ppdet.engine INFO: Epoch: [118] [180/610] learning_rate: 0.198892 loss_vfl: 0.873141 loss_bbox: 0.289484 loss_dfl: 0.191702 loss: 1.359924 eta: 2 days, 12:23:03 batch_cost: 1.9511 data_cost: 0.0010 ips: 24.6010 images/s [10/24 20:00:58] ppdet.engine INFO: Epoch: [118] [200/610] learning_rate: 0.198843 loss_vfl: 0.868473 loss_bbox: 0.295946 loss_dfl: 0.192024 loss: 1.363200 eta: 2 days, 12:22:24 batch_cost: 1.9648 data_cost: 0.0011 ips: 24.4297 images/s [10/24 20:01:42] ppdet.engine INFO: Epoch: [118] [220/610] learning_rate: 0.198795 loss_vfl: 0.846029 loss_bbox: 0.313156 loss_dfl: 0.196906 loss: 1.354031 eta: 2 days, 12:21:44 batch_cost: 1.9630 data_cost: 0.0010 ips: 24.4522 images/s [10/24 20:02:25] ppdet.engine INFO: Epoch: [118] [240/610] learning_rate: 0.198746 loss_vfl: 0.881814 loss_bbox: 0.288679 loss_dfl: 0.188104 loss: 1.356999 eta: 2 days, 12:21:06 batch_cost: 1.9755 data_cost: 0.0010 ips: 24.2981 images/s [10/24 20:03:08] ppdet.engine INFO: Epoch: [118] [260/610] learning_rate: 0.198697 loss_vfl: 0.866680 loss_bbox: 0.303096 loss_dfl: 0.193502 loss: 1.360262 eta: 2 days, 12:20:26 batch_cost: 1.9336 data_cost: 0.0011 ips: 24.8245 images/s [10/24 20:03:51] ppdet.engine INFO: Epoch: [118] [280/610] learning_rate: 0.198649 loss_vfl: 0.839690 loss_bbox: 0.301164 loss_dfl: 0.193722 loss: 1.335796 eta: 2 days, 12:19:45 batch_cost: 1.9215 data_cost: 0.0011 ips: 24.9809 images/s [10/24 20:04:34] ppdet.engine INFO: Epoch: [118] [300/610] learning_rate: 0.198600 loss_vfl: 0.902559 loss_bbox: 0.307605 loss_dfl: 0.202801 loss: 1.404999 eta: 2 days, 12:19:06 batch_cost: 1.9503 data_cost: 0.0011 ips: 24.6111 images/s [10/24 20:05:17] ppdet.engine INFO: Epoch: [118] [320/610] learning_rate: 0.198551 loss_vfl: 0.878085 loss_bbox: 0.311401 loss_dfl: 0.198355 loss: 1.395458 eta: 2 days, 12:18:25 batch_cost: 1.9275 data_cost: 0.0011 ips: 24.9032 images/s [10/24 20:06:00] ppdet.engine INFO: Epoch: [118] [340/610] learning_rate: 0.198502 loss_vfl: 0.886010 loss_bbox: 0.307397 loss_dfl: 0.200827 loss: 1.366350 eta: 2 days, 12:17:45 batch_cost: 1.9191 data_cost: 0.0011 ips: 25.0118 images/s [10/24 20:06:42] ppdet.engine INFO: Epoch: [118] [360/610] learning_rate: 0.198454 loss_vfl: 0.847891 loss_bbox: 0.311316 loss_dfl: 0.197212 loss: 1.370000 eta: 2 days, 12:17:04 batch_cost: 1.8978 data_cost: 0.0011 ips: 25.2920 images/s [10/24 20:07:25] ppdet.engine INFO: Epoch: [118] [380/610] learning_rate: 0.198405 loss_vfl: 0.845616 loss_bbox: 0.302925 loss_dfl: 0.202135 loss: 1.347316 eta: 2 days, 12:16:23 batch_cost: 1.9222 data_cost: 0.0010 ips: 24.9720 images/s [10/24 20:08:09] ppdet.engine INFO: Epoch: [118] [400/610] learning_rate: 0.198356 loss_vfl: 0.857135 loss_bbox: 0.305220 loss_dfl: 0.187841 loss: 1.356046 eta: 2 days, 12:15:45 batch_cost: 1.9918 data_cost: 0.0010 ips: 24.0994 images/s [10/24 20:08:53] ppdet.engine INFO: Epoch: [118] [420/610] learning_rate: 0.198307 loss_vfl: 0.870672 loss_bbox: 0.306298 loss_dfl: 0.196182 loss: 1.367410 eta: 2 days, 12:15:06 batch_cost: 1.9573 data_cost: 0.0010 ips: 24.5237 images/s [10/24 20:09:37] ppdet.engine INFO: Epoch: [118] [440/610] learning_rate: 0.198259 loss_vfl: 0.859346 loss_bbox: 0.294618 loss_dfl: 0.186495 loss: 1.350477 eta: 2 days, 12:14:27 batch_cost: 1.9801 data_cost: 0.0011 ips: 24.2418 images/s [10/24 20:10:20] ppdet.engine INFO: Epoch: [118] [460/610] learning_rate: 0.198210 loss_vfl: 0.870885 loss_bbox: 0.287641 loss_dfl: 0.188850 loss: 1.338444 eta: 2 days, 12:13:48 batch_cost: 1.9566 data_cost: 0.0010 ips: 24.5318 images/s [10/24 20:11:04] ppdet.engine INFO: Epoch: [118] [480/610] learning_rate: 0.198161 loss_vfl: 0.864232 loss_bbox: 0.290499 loss_dfl: 0.192195 loss: 1.345234 eta: 2 days, 12:13:09 batch_cost: 1.9720 data_cost: 0.0011 ips: 24.3411 images/s [10/24 20:11:48] ppdet.engine INFO: Epoch: [118] [500/610] learning_rate: 0.198112 loss_vfl: 0.850997 loss_bbox: 0.302612 loss_dfl: 0.193915 loss: 1.358382 eta: 2 days, 12:12:31 batch_cost: 2.0072 data_cost: 0.0011 ips: 23.9140 images/s [10/24 20:12:31] ppdet.engine INFO: Epoch: [118] [520/610] learning_rate: 0.198063 loss_vfl: 0.871216 loss_bbox: 0.283143 loss_dfl: 0.182800 loss: 1.369789 eta: 2 days, 12:11:52 batch_cost: 1.9691 data_cost: 0.0010 ips: 24.3771 images/s [10/24 20:13:14] ppdet.engine INFO: Epoch: [118] [540/610] learning_rate: 0.198015 loss_vfl: 0.872050 loss_bbox: 0.310447 loss_dfl: 0.201861 loss: 1.385262 eta: 2 days, 12:11:12 batch_cost: 1.9479 data_cost: 0.0010 ips: 24.6420 images/s [10/24 20:13:57] ppdet.engine INFO: Epoch: [118] [560/610] learning_rate: 0.197966 loss_vfl: 0.846057 loss_bbox: 0.277934 loss_dfl: 0.179365 loss: 1.326813 eta: 2 days, 12:10:33 batch_cost: 1.9660 data_cost: 0.0010 ips: 24.4146 images/s [10/24 20:14:39] ppdet.engine INFO: Epoch: [118] [580/610] learning_rate: 0.197917 loss_vfl: 0.858593 loss_bbox: 0.291984 loss_dfl: 0.190738 loss: 1.346596 eta: 2 days, 12:09:52 batch_cost: 1.8856 data_cost: 0.0011 ips: 25.4559 images/s [10/24 20:15:20] ppdet.engine INFO: Epoch: [118] [600/610] learning_rate: 0.197868 loss_vfl: 0.853674 loss_bbox: 0.300509 loss_dfl: 0.200864 loss: 1.339538 eta: 2 days, 12:09:09 batch_cost: 1.8521 data_cost: 0.0011 ips: 25.9170 images/s [10/24 20:15:52] ppdet.engine INFO: Epoch: [119] [ 0/610] learning_rate: 0.197844 loss_vfl: 0.853669 loss_bbox: 0.297452 loss_dfl: 0.187689 loss: 1.326887 eta: 2 days, 12:09:01 batch_cost: 2.2629 data_cost: 0.1856 ips: 21.2114 images/s [10/24 20:16:35] ppdet.engine INFO: Epoch: [119] [ 20/610] learning_rate: 0.197795 loss_vfl: 0.857300 loss_bbox: 0.297568 loss_dfl: 0.192340 loss: 1.349121 eta: 2 days, 12:08:21 batch_cost: 1.9380 data_cost: 0.0012 ips: 24.7673 images/s [10/24 20:17:19] ppdet.engine INFO: Epoch: [119] [ 40/610] learning_rate: 0.197746 loss_vfl: 0.855773 loss_bbox: 0.302327 loss_dfl: 0.190448 loss: 1.360262 eta: 2 days, 12:07:42 batch_cost: 1.9554 data_cost: 0.0012 ips: 24.5479 images/s [10/24 20:18:03] ppdet.engine INFO: Epoch: [119] [ 60/610] learning_rate: 0.197697 loss_vfl: 0.856625 loss_bbox: 0.310147 loss_dfl: 0.197741 loss: 1.356169 eta: 2 days, 12:07:03 batch_cost: 1.9755 data_cost: 0.0011 ips: 24.2980 images/s [10/24 20:18:46] ppdet.engine INFO: Epoch: [119] [ 80/610] learning_rate: 0.197649 loss_vfl: 0.853353 loss_bbox: 0.307065 loss_dfl: 0.195394 loss: 1.355776 eta: 2 days, 12:06:24 batch_cost: 1.9706 data_cost: 0.0011 ips: 24.3578 images/s [10/24 20:19:29] ppdet.engine INFO: Epoch: [119] [100/610] learning_rate: 0.197600 loss_vfl: 0.849887 loss_bbox: 0.293114 loss_dfl: 0.189979 loss: 1.346346 eta: 2 days, 12:05:44 batch_cost: 1.9304 data_cost: 0.0011 ips: 24.8659 images/s [10/24 20:20:13] ppdet.engine INFO: Epoch: [119] [120/610] learning_rate: 0.197551 loss_vfl: 0.857225 loss_bbox: 0.297234 loss_dfl: 0.193682 loss: 1.343964 eta: 2 days, 12:05:06 batch_cost: 2.0061 data_cost: 0.0011 ips: 23.9267 images/s [10/24 20:20:56] ppdet.engine INFO: Epoch: [119] [140/610] learning_rate: 0.197502 loss_vfl: 0.860257 loss_bbox: 0.309764 loss_dfl: 0.198764 loss: 1.345776 eta: 2 days, 12:04:27 batch_cost: 1.9548 data_cost: 0.0011 ips: 24.5548 images/s [10/24 20:21:40] ppdet.engine INFO: Epoch: [119] [160/610] learning_rate: 0.197453 loss_vfl: 0.866239 loss_bbox: 0.297904 loss_dfl: 0.190705 loss: 1.373530 eta: 2 days, 12:03:48 batch_cost: 1.9690 data_cost: 0.0011 ips: 24.3772 images/s [10/24 20:22:22] ppdet.engine INFO: Epoch: [119] [180/610] learning_rate: 0.197404 loss_vfl: 0.856758 loss_bbox: 0.290362 loss_dfl: 0.187933 loss: 1.326623 eta: 2 days, 12:03:07 batch_cost: 1.9258 data_cost: 0.0010 ips: 24.9252 images/s [10/24 20:23:05] ppdet.engine INFO: Epoch: [119] [200/610] learning_rate: 0.197356 loss_vfl: 0.875135 loss_bbox: 0.292597 loss_dfl: 0.185365 loss: 1.349953 eta: 2 days, 12:02:28 batch_cost: 1.9456 data_cost: 0.0010 ips: 24.6711 images/s [10/24 20:23:48] ppdet.engine INFO: Epoch: [119] [220/610] learning_rate: 0.197307 loss_vfl: 0.881401 loss_bbox: 0.295614 loss_dfl: 0.194807 loss: 1.378430 eta: 2 days, 12:01:48 batch_cost: 1.9318 data_cost: 0.0011 ips: 24.8472 images/s [10/24 20:24:31] ppdet.engine INFO: Epoch: [119] [240/610] learning_rate: 0.197258 loss_vfl: 0.874608 loss_bbox: 0.285957 loss_dfl: 0.186060 loss: 1.357184 eta: 2 days, 12:01:08 batch_cost: 1.9419 data_cost: 0.0010 ips: 24.7182 images/s [10/24 20:25:14] ppdet.engine INFO: Epoch: [119] [260/610] learning_rate: 0.197209 loss_vfl: 0.844213 loss_bbox: 0.296289 loss_dfl: 0.195958 loss: 1.368186 eta: 2 days, 12:00:28 batch_cost: 1.9437 data_cost: 0.0011 ips: 24.6949 images/s [10/24 20:25:57] ppdet.engine INFO: Epoch: [119] [280/610] learning_rate: 0.197160 loss_vfl: 0.858235 loss_bbox: 0.316212 loss_dfl: 0.199584 loss: 1.375796 eta: 2 days, 11:59:48 batch_cost: 1.9303 data_cost: 0.0011 ips: 24.8669 images/s [10/24 20:26:40] ppdet.engine INFO: Epoch: [119] [300/610] learning_rate: 0.197111 loss_vfl: 0.846607 loss_bbox: 0.303308 loss_dfl: 0.193921 loss: 1.356946 eta: 2 days, 11:59:08 batch_cost: 1.9347 data_cost: 0.0010 ips: 24.8094 images/s [10/24 20:27:23] ppdet.engine INFO: Epoch: [119] [320/610] learning_rate: 0.197062 loss_vfl: 0.866861 loss_bbox: 0.322094 loss_dfl: 0.203535 loss: 1.406249 eta: 2 days, 11:58:28 batch_cost: 1.9342 data_cost: 0.0011 ips: 24.8162 images/s [10/24 20:28:05] ppdet.engine INFO: Epoch: [119] [340/610] learning_rate: 0.197013 loss_vfl: 0.857877 loss_bbox: 0.306486 loss_dfl: 0.188231 loss: 1.372829 eta: 2 days, 11:57:47 batch_cost: 1.9199 data_cost: 0.0011 ips: 25.0017 images/s [10/24 20:28:49] ppdet.engine INFO: Epoch: [119] [360/610] learning_rate: 0.196964 loss_vfl: 0.878122 loss_bbox: 0.302568 loss_dfl: 0.190835 loss: 1.370862 eta: 2 days, 11:57:09 batch_cost: 2.0013 data_cost: 0.0011 ips: 23.9840 images/s [10/24 20:29:32] ppdet.engine INFO: Epoch: [119] [380/610] learning_rate: 0.196915 loss_vfl: 0.861181 loss_bbox: 0.316711 loss_dfl: 0.199417 loss: 1.360508 eta: 2 days, 11:56:28 batch_cost: 1.9043 data_cost: 0.0010 ips: 25.2055 images/s [10/24 20:30:14] ppdet.engine INFO: Epoch: [119] [400/610] learning_rate: 0.196867 loss_vfl: 0.899650 loss_bbox: 0.296323 loss_dfl: 0.189706 loss: 1.369075 eta: 2 days, 11:55:47 batch_cost: 1.8722 data_cost: 0.0010 ips: 25.6383 images/s [10/24 20:30:57] ppdet.engine INFO: Epoch: [119] [420/610] learning_rate: 0.196818 loss_vfl: 0.871195 loss_bbox: 0.289800 loss_dfl: 0.195292 loss: 1.381144 eta: 2 days, 11:55:08 batch_cost: 1.9837 data_cost: 0.0010 ips: 24.1966 images/s [10/24 20:31:41] ppdet.engine INFO: Epoch: [119] [440/610] learning_rate: 0.196769 loss_vfl: 0.867553 loss_bbox: 0.281672 loss_dfl: 0.192088 loss: 1.336119 eta: 2 days, 11:54:30 batch_cost: 1.9940 data_cost: 0.0010 ips: 24.0722 images/s [10/24 20:32:25] ppdet.engine INFO: Epoch: [119] [460/610] learning_rate: 0.196720 loss_vfl: 0.880083 loss_bbox: 0.298837 loss_dfl: 0.196065 loss: 1.387981 eta: 2 days, 11:53:50 batch_cost: 1.9355 data_cost: 0.0010 ips: 24.7994 images/s [10/24 20:33:08] ppdet.engine INFO: Epoch: [119] [480/610] learning_rate: 0.196671 loss_vfl: 0.861802 loss_bbox: 0.298888 loss_dfl: 0.199685 loss: 1.371974 eta: 2 days, 11:53:10 batch_cost: 1.9588 data_cost: 0.0010 ips: 24.5046 images/s [10/24 20:33:52] ppdet.engine INFO: Epoch: [119] [500/610] learning_rate: 0.196622 loss_vfl: 0.868359 loss_bbox: 0.271764 loss_dfl: 0.185628 loss: 1.320018 eta: 2 days, 11:52:31 batch_cost: 1.9630 data_cost: 0.0011 ips: 24.4529 images/s [10/24 20:34:35] ppdet.engine INFO: Epoch: [119] [520/610] learning_rate: 0.196573 loss_vfl: 0.878702 loss_bbox: 0.303288 loss_dfl: 0.202316 loss: 1.397631 eta: 2 days, 11:51:51 batch_cost: 1.9300 data_cost: 0.0011 ips: 24.8707 images/s [10/24 20:35:18] ppdet.engine INFO: Epoch: [119] [540/610] learning_rate: 0.196524 loss_vfl: 0.870256 loss_bbox: 0.297522 loss_dfl: 0.186531 loss: 1.363225 eta: 2 days, 11:51:11 batch_cost: 1.9309 data_cost: 0.0011 ips: 24.8591 images/s [10/24 20:36:00] ppdet.engine INFO: Epoch: [119] [560/610] learning_rate: 0.196475 loss_vfl: 0.868037 loss_bbox: 0.295968 loss_dfl: 0.187104 loss: 1.342262 eta: 2 days, 11:50:32 batch_cost: 1.9579 data_cost: 0.0011 ips: 24.5165 images/s [10/24 20:36:44] ppdet.engine INFO: Epoch: [119] [580/610] learning_rate: 0.196426 loss_vfl: 0.880893 loss_bbox: 0.296674 loss_dfl: 0.189396 loss: 1.376653 eta: 2 days, 11:49:52 batch_cost: 1.9609 data_cost: 0.0010 ips: 24.4780 images/s [10/24 20:37:26] ppdet.engine INFO: Epoch: [119] [600/610] learning_rate: 0.196377 loss_vfl: 0.878537 loss_bbox: 0.291097 loss_dfl: 0.190422 loss: 1.348395 eta: 2 days, 11:49:13 batch_cost: 1.9388 data_cost: 0.0011 ips: 24.7571 images/s [10/24 20:37:46] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/24 20:37:47] ppdet.engine INFO: Eval iter: 0 [10/24 20:38:17] ppdet.engine INFO: Eval iter: 100 [10/24 20:38:40] ppdet.engine INFO: Eval iter: 200 [10/24 20:39:02] ppdet.engine INFO: Eval iter: 300 [10/24 20:39:25] ppdet.engine INFO: Eval iter: 400 [10/24 20:39:47] ppdet.engine INFO: Eval iter: 500 [10/24 20:40:09] ppdet.engine INFO: Eval iter: 600 [10/24 20:40:28] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.64s) creating index... index created! [10/24 20:40:29] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.67s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=98.77s). Accumulating evaluation results... DONE (t=17.04s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.347 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.502 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.367 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.134 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.372 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.564 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.298 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.472 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.502 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.230 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.751 [10/24 20:42:31] ppdet.engine INFO: Total sample number: 4952, averge FPS: 33.308227964168346 [10/24 20:42:31] ppdet.engine INFO: Best test bbox ap is 0.347. [10/24 20:42:31] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/24 20:42:33] ppdet.engine INFO: Epoch: [120] [ 0/610] learning_rate: 0.196353 loss_vfl: 0.839765 loss_bbox: 0.275271 loss_dfl: 0.180552 loss: 1.323731 eta: 2 days, 11:48:49 batch_cost: 1.7754 data_cost: 0.0011 ips: 27.0368 images/s [10/24 20:43:18] ppdet.engine INFO: Epoch: [120] [ 20/610] learning_rate: 0.196304 loss_vfl: 0.860226 loss_bbox: 0.294220 loss_dfl: 0.193075 loss: 1.343585 eta: 2 days, 11:48:12 batch_cost: 2.0289 data_cost: 0.0012 ips: 23.6586 images/s [10/24 20:44:02] ppdet.engine INFO: Epoch: [120] [ 40/610] learning_rate: 0.196255 loss_vfl: 0.868131 loss_bbox: 0.294129 loss_dfl: 0.188484 loss: 1.345711 eta: 2 days, 11:47:35 batch_cost: 2.0292 data_cost: 0.0011 ips: 23.6550 images/s [10/24 20:44:46] ppdet.engine INFO: Epoch: [120] [ 60/610] learning_rate: 0.196206 loss_vfl: 0.860755 loss_bbox: 0.283643 loss_dfl: 0.190976 loss: 1.323953 eta: 2 days, 11:46:57 batch_cost: 1.9936 data_cost: 0.0011 ips: 24.0774 images/s [10/24 20:45:30] ppdet.engine INFO: Epoch: [120] [ 80/610] learning_rate: 0.196157 loss_vfl: 0.857060 loss_bbox: 0.301805 loss_dfl: 0.195749 loss: 1.357284 eta: 2 days, 11:46:19 batch_cost: 2.0076 data_cost: 0.0011 ips: 23.9094 images/s [10/24 20:46:14] ppdet.engine INFO: Epoch: [120] [100/610] learning_rate: 0.196108 loss_vfl: 0.846506 loss_bbox: 0.300794 loss_dfl: 0.192576 loss: 1.350081 eta: 2 days, 11:45:39 batch_cost: 1.9260 data_cost: 0.0010 ips: 24.9217 images/s [10/24 20:46:56] ppdet.engine INFO: Epoch: [120] [120/610] learning_rate: 0.196059 loss_vfl: 0.860968 loss_bbox: 0.281250 loss_dfl: 0.185783 loss: 1.330845 eta: 2 days, 11:44:57 batch_cost: 1.8863 data_cost: 0.0011 ips: 25.4466 images/s [10/24 20:47:40] ppdet.engine INFO: Epoch: [120] [140/610] learning_rate: 0.196010 loss_vfl: 0.881483 loss_bbox: 0.300022 loss_dfl: 0.194602 loss: 1.386242 eta: 2 days, 11:44:19 batch_cost: 2.0036 data_cost: 0.0011 ips: 23.9573 images/s [10/24 20:48:23] ppdet.engine INFO: Epoch: [120] [160/610] learning_rate: 0.195961 loss_vfl: 0.866969 loss_bbox: 0.299145 loss_dfl: 0.196062 loss: 1.366257 eta: 2 days, 11:43:40 batch_cost: 1.9574 data_cost: 0.0010 ips: 24.5221 images/s [10/24 20:49:06] ppdet.engine INFO: Epoch: [120] [180/610] learning_rate: 0.195912 loss_vfl: 0.854138 loss_bbox: 0.292405 loss_dfl: 0.200122 loss: 1.355197 eta: 2 days, 11:43:00 batch_cost: 1.9561 data_cost: 0.0010 ips: 24.5383 images/s [10/24 20:49:49] ppdet.engine INFO: Epoch: [120] [200/610] learning_rate: 0.195862 loss_vfl: 0.865394 loss_bbox: 0.300719 loss_dfl: 0.193695 loss: 1.356223 eta: 2 days, 11:42:20 batch_cost: 1.9390 data_cost: 0.0011 ips: 24.7550 images/s [10/24 20:50:31] ppdet.engine INFO: Epoch: [120] [220/610] learning_rate: 0.195813 loss_vfl: 0.862041 loss_bbox: 0.289547 loss_dfl: 0.191964 loss: 1.341056 eta: 2 days, 11:41:39 batch_cost: 1.9001 data_cost: 0.0011 ips: 25.2616 images/s [10/24 20:51:14] ppdet.engine INFO: Epoch: [120] [240/610] learning_rate: 0.195764 loss_vfl: 0.855310 loss_bbox: 0.315957 loss_dfl: 0.199841 loss: 1.374203 eta: 2 days, 11:40:59 batch_cost: 1.9079 data_cost: 0.0010 ips: 25.1588 images/s [10/24 20:51:57] ppdet.engine INFO: Epoch: [120] [260/610] learning_rate: 0.195715 loss_vfl: 0.882674 loss_bbox: 0.274548 loss_dfl: 0.183095 loss: 1.344740 eta: 2 days, 11:40:19 batch_cost: 1.9391 data_cost: 0.0011 ips: 24.7542 images/s [10/24 20:52:39] ppdet.engine INFO: Epoch: [120] [280/610] learning_rate: 0.195666 loss_vfl: 0.868587 loss_bbox: 0.303682 loss_dfl: 0.193962 loss: 1.356202 eta: 2 days, 11:39:38 batch_cost: 1.9088 data_cost: 0.0010 ips: 25.1473 images/s [10/24 20:53:22] ppdet.engine INFO: Epoch: [120] [300/610] learning_rate: 0.195617 loss_vfl: 0.859249 loss_bbox: 0.323304 loss_dfl: 0.202921 loss: 1.384189 eta: 2 days, 11:38:58 batch_cost: 1.9225 data_cost: 0.0010 ips: 24.9675 images/s [10/24 20:54:06] ppdet.engine INFO: Epoch: [120] [320/610] learning_rate: 0.195568 loss_vfl: 0.877768 loss_bbox: 0.277891 loss_dfl: 0.192611 loss: 1.345833 eta: 2 days, 11:38:19 batch_cost: 1.9897 data_cost: 0.0010 ips: 24.1242 images/s [10/24 20:54:49] ppdet.engine INFO: Epoch: [120] [340/610] learning_rate: 0.195519 loss_vfl: 0.874649 loss_bbox: 0.276135 loss_dfl: 0.188853 loss: 1.334628 eta: 2 days, 11:37:40 batch_cost: 1.9467 data_cost: 0.0011 ips: 24.6571 images/s [10/24 20:55:33] ppdet.engine INFO: Epoch: [120] [360/610] learning_rate: 0.195470 loss_vfl: 0.867882 loss_bbox: 0.285222 loss_dfl: 0.188821 loss: 1.345838 eta: 2 days, 11:37:00 batch_cost: 1.9406 data_cost: 0.0011 ips: 24.7350 images/s [10/24 20:56:16] ppdet.engine INFO: Epoch: [120] [380/610] learning_rate: 0.195421 loss_vfl: 0.865101 loss_bbox: 0.301090 loss_dfl: 0.191570 loss: 1.347752 eta: 2 days, 11:36:20 batch_cost: 1.9497 data_cost: 0.0011 ips: 24.6195 images/s [10/24 20:56:59] ppdet.engine INFO: Epoch: [120] [400/610] learning_rate: 0.195372 loss_vfl: 0.852831 loss_bbox: 0.302862 loss_dfl: 0.196779 loss: 1.369343 eta: 2 days, 11:35:41 batch_cost: 1.9536 data_cost: 0.0010 ips: 24.5706 images/s [10/24 20:57:43] ppdet.engine INFO: Epoch: [120] [420/610] learning_rate: 0.195323 loss_vfl: 0.855135 loss_bbox: 0.305133 loss_dfl: 0.196891 loss: 1.342764 eta: 2 days, 11:35:03 batch_cost: 2.0050 data_cost: 0.0011 ips: 23.9396 images/s [10/24 20:58:27] ppdet.engine INFO: Epoch: [120] [440/610] learning_rate: 0.195274 loss_vfl: 0.871309 loss_bbox: 0.308536 loss_dfl: 0.197304 loss: 1.381578 eta: 2 days, 11:34:24 batch_cost: 1.9890 data_cost: 0.0011 ips: 24.1333 images/s [10/24 20:59:10] ppdet.engine INFO: Epoch: [120] [460/610] learning_rate: 0.195225 loss_vfl: 0.861572 loss_bbox: 0.320688 loss_dfl: 0.204944 loss: 1.382490 eta: 2 days, 11:33:45 batch_cost: 1.9610 data_cost: 0.0011 ips: 24.4767 images/s [10/24 20:59:54] ppdet.engine INFO: Epoch: [120] [480/610] learning_rate: 0.195175 loss_vfl: 0.866757 loss_bbox: 0.303555 loss_dfl: 0.192326 loss: 1.346843 eta: 2 days, 11:33:05 batch_cost: 1.9359 data_cost: 0.0010 ips: 24.7953 images/s [10/24 21:00:38] ppdet.engine INFO: Epoch: [120] [500/610] learning_rate: 0.195126 loss_vfl: 0.865889 loss_bbox: 0.301108 loss_dfl: 0.190188 loss: 1.353961 eta: 2 days, 11:32:27 batch_cost: 1.9793 data_cost: 0.0010 ips: 24.2513 images/s [10/24 21:01:20] ppdet.engine INFO: Epoch: [120] [520/610] learning_rate: 0.195077 loss_vfl: 0.857114 loss_bbox: 0.271513 loss_dfl: 0.191584 loss: 1.321817 eta: 2 days, 11:31:46 batch_cost: 1.9131 data_cost: 0.0010 ips: 25.0908 images/s [10/24 21:02:03] ppdet.engine INFO: Epoch: [120] [540/610] learning_rate: 0.195028 loss_vfl: 0.854493 loss_bbox: 0.298688 loss_dfl: 0.195588 loss: 1.344630 eta: 2 days, 11:31:04 batch_cost: 1.8841 data_cost: 0.0011 ips: 25.4769 images/s [10/24 21:02:46] ppdet.engine INFO: Epoch: [120] [560/610] learning_rate: 0.194979 loss_vfl: 0.877607 loss_bbox: 0.319135 loss_dfl: 0.192182 loss: 1.350033 eta: 2 days, 11:30:25 batch_cost: 1.9556 data_cost: 0.0011 ips: 24.5450 images/s [10/24 21:03:30] ppdet.engine INFO: Epoch: [120] [580/610] learning_rate: 0.194930 loss_vfl: 0.873552 loss_bbox: 0.293662 loss_dfl: 0.194719 loss: 1.370699 eta: 2 days, 11:29:46 batch_cost: 1.9747 data_cost: 0.0010 ips: 24.3079 images/s [10/24 21:04:11] ppdet.engine INFO: Epoch: [120] [600/610] learning_rate: 0.194881 loss_vfl: 0.878593 loss_bbox: 0.329930 loss_dfl: 0.206019 loss: 1.411648 eta: 2 days, 11:29:04 batch_cost: 1.8509 data_cost: 0.0011 ips: 25.9338 images/s [10/24 21:04:44] ppdet.engine INFO: Epoch: [121] [ 0/610] learning_rate: 0.194856 loss_vfl: 0.879392 loss_bbox: 0.318923 loss_dfl: 0.198554 loss: 1.405551 eta: 2 days, 11:28:57 batch_cost: 2.3318 data_cost: 0.3582 ips: 20.5849 images/s [10/24 21:05:27] ppdet.engine INFO: Epoch: [121] [ 20/610] learning_rate: 0.194807 loss_vfl: 0.838484 loss_bbox: 0.271396 loss_dfl: 0.189774 loss: 1.315044 eta: 2 days, 11:28:19 batch_cost: 1.9886 data_cost: 0.0015 ips: 24.1381 images/s [10/24 21:06:11] ppdet.engine INFO: Epoch: [121] [ 40/610] learning_rate: 0.194758 loss_vfl: 0.838383 loss_bbox: 0.301242 loss_dfl: 0.197143 loss: 1.332958 eta: 2 days, 11:27:39 batch_cost: 1.9430 data_cost: 0.0011 ips: 24.7044 images/s [10/24 21:06:54] ppdet.engine INFO: Epoch: [121] [ 60/610] learning_rate: 0.194709 loss_vfl: 0.878431 loss_bbox: 0.284195 loss_dfl: 0.189777 loss: 1.366786 eta: 2 days, 11:27:00 batch_cost: 1.9630 data_cost: 0.0011 ips: 24.4528 images/s [10/24 21:07:37] ppdet.engine INFO: Epoch: [121] [ 80/610] learning_rate: 0.194659 loss_vfl: 0.869130 loss_bbox: 0.283553 loss_dfl: 0.193518 loss: 1.327617 eta: 2 days, 11:26:19 batch_cost: 1.9240 data_cost: 0.0012 ips: 24.9485 images/s [10/24 21:08:21] ppdet.engine INFO: Epoch: [121] [100/610] learning_rate: 0.194610 loss_vfl: 0.854455 loss_bbox: 0.306958 loss_dfl: 0.202021 loss: 1.351263 eta: 2 days, 11:25:40 batch_cost: 1.9426 data_cost: 0.0011 ips: 24.7096 images/s [10/24 21:09:04] ppdet.engine INFO: Epoch: [121] [120/610] learning_rate: 0.194561 loss_vfl: 0.865635 loss_bbox: 0.290488 loss_dfl: 0.184736 loss: 1.336862 eta: 2 days, 11:25:00 batch_cost: 1.9551 data_cost: 0.0016 ips: 24.5509 images/s [10/24 21:09:46] ppdet.engine INFO: Epoch: [121] [140/610] learning_rate: 0.194512 loss_vfl: 0.843575 loss_bbox: 0.298648 loss_dfl: 0.192358 loss: 1.342313 eta: 2 days, 11:24:21 batch_cost: 1.9457 data_cost: 0.0011 ips: 24.6703 images/s [10/24 21:10:29] ppdet.engine INFO: Epoch: [121] [160/610] learning_rate: 0.194463 loss_vfl: 0.854429 loss_bbox: 0.284669 loss_dfl: 0.185439 loss: 1.329592 eta: 2 days, 11:23:40 batch_cost: 1.9266 data_cost: 0.0011 ips: 24.9147 images/s [10/24 21:11:12] ppdet.engine INFO: Epoch: [121] [180/610] learning_rate: 0.194414 loss_vfl: 0.846232 loss_bbox: 0.292843 loss_dfl: 0.191661 loss: 1.348249 eta: 2 days, 11:23:01 batch_cost: 1.9491 data_cost: 0.0016 ips: 24.6267 images/s [10/24 21:11:56] ppdet.engine INFO: Epoch: [121] [200/610] learning_rate: 0.194364 loss_vfl: 0.863536 loss_bbox: 0.302240 loss_dfl: 0.199676 loss: 1.351330 eta: 2 days, 11:22:21 batch_cost: 1.9425 data_cost: 0.0017 ips: 24.7110 images/s [10/24 21:12:38] ppdet.engine INFO: Epoch: [121] [220/610] learning_rate: 0.194315 loss_vfl: 0.854731 loss_bbox: 0.311293 loss_dfl: 0.198596 loss: 1.353103 eta: 2 days, 11:21:41 batch_cost: 1.9169 data_cost: 0.0010 ips: 25.0408 images/s [10/24 21:13:22] ppdet.engine INFO: Epoch: [121] [240/610] learning_rate: 0.194266 loss_vfl: 0.848652 loss_bbox: 0.306880 loss_dfl: 0.195094 loss: 1.350089 eta: 2 days, 11:21:01 batch_cost: 1.9612 data_cost: 0.0011 ips: 24.4750 images/s [10/24 21:14:05] ppdet.engine INFO: Epoch: [121] [260/610] learning_rate: 0.194217 loss_vfl: 0.871867 loss_bbox: 0.318915 loss_dfl: 0.200274 loss: 1.375150 eta: 2 days, 11:20:22 batch_cost: 1.9689 data_cost: 0.0011 ips: 24.3787 images/s [10/24 21:14:48] ppdet.engine INFO: Epoch: [121] [280/610] learning_rate: 0.194168 loss_vfl: 0.844513 loss_bbox: 0.310641 loss_dfl: 0.197577 loss: 1.375383 eta: 2 days, 11:19:43 batch_cost: 1.9676 data_cost: 0.0011 ips: 24.3946 images/s [10/24 21:15:31] ppdet.engine INFO: Epoch: [121] [300/610] learning_rate: 0.194118 loss_vfl: 0.849138 loss_bbox: 0.274470 loss_dfl: 0.182421 loss: 1.316180 eta: 2 days, 11:19:04 batch_cost: 1.9423 data_cost: 0.0010 ips: 24.7131 images/s [10/24 21:16:13] ppdet.engine INFO: Epoch: [121] [320/610] learning_rate: 0.194069 loss_vfl: 0.858000 loss_bbox: 0.290807 loss_dfl: 0.191546 loss: 1.369710 eta: 2 days, 11:18:22 batch_cost: 1.8961 data_cost: 0.0011 ips: 25.3152 images/s [10/24 21:16:57] ppdet.engine INFO: Epoch: [121] [340/610] learning_rate: 0.194020 loss_vfl: 0.870593 loss_bbox: 0.293485 loss_dfl: 0.190338 loss: 1.339828 eta: 2 days, 11:17:43 batch_cost: 1.9622 data_cost: 0.0012 ips: 24.4620 images/s [10/24 21:17:41] ppdet.engine INFO: Epoch: [121] [360/610] learning_rate: 0.193971 loss_vfl: 0.853380 loss_bbox: 0.286685 loss_dfl: 0.185727 loss: 1.346747 eta: 2 days, 11:17:06 batch_cost: 2.0277 data_cost: 0.0011 ips: 23.6720 images/s [10/24 21:18:24] ppdet.engine INFO: Epoch: [121] [380/610] learning_rate: 0.193921 loss_vfl: 0.885670 loss_bbox: 0.270141 loss_dfl: 0.185228 loss: 1.342902 eta: 2 days, 11:16:25 batch_cost: 1.9048 data_cost: 0.0011 ips: 25.1998 images/s [10/24 21:19:06] ppdet.engine INFO: Epoch: [121] [400/610] learning_rate: 0.193872 loss_vfl: 0.862429 loss_bbox: 0.286151 loss_dfl: 0.196165 loss: 1.355923 eta: 2 days, 11:15:44 batch_cost: 1.9008 data_cost: 0.0011 ips: 25.2523 images/s [10/24 21:19:49] ppdet.engine INFO: Epoch: [121] [420/610] learning_rate: 0.193823 loss_vfl: 0.865879 loss_bbox: 0.301354 loss_dfl: 0.190452 loss: 1.381274 eta: 2 days, 11:15:04 batch_cost: 1.9406 data_cost: 0.0011 ips: 24.7352 images/s [10/24 21:20:32] ppdet.engine INFO: Epoch: [121] [440/610] learning_rate: 0.193774 loss_vfl: 0.875859 loss_bbox: 0.305511 loss_dfl: 0.196317 loss: 1.372570 eta: 2 days, 11:14:24 batch_cost: 1.9231 data_cost: 0.0010 ips: 24.9599 images/s [10/24 21:21:16] ppdet.engine INFO: Epoch: [121] [460/610] learning_rate: 0.193724 loss_vfl: 0.865242 loss_bbox: 0.304442 loss_dfl: 0.193998 loss: 1.340446 eta: 2 days, 11:13:45 batch_cost: 1.9781 data_cost: 0.0011 ips: 24.2656 images/s [10/24 21:21:59] ppdet.engine INFO: Epoch: [121] [480/610] learning_rate: 0.193675 loss_vfl: 0.860123 loss_bbox: 0.300576 loss_dfl: 0.194494 loss: 1.360816 eta: 2 days, 11:13:05 batch_cost: 1.9351 data_cost: 0.0011 ips: 24.8054 images/s [10/24 21:22:42] ppdet.engine INFO: Epoch: [121] [500/610] learning_rate: 0.193626 loss_vfl: 0.851549 loss_bbox: 0.320110 loss_dfl: 0.195384 loss: 1.365745 eta: 2 days, 11:12:26 batch_cost: 1.9676 data_cost: 0.0011 ips: 24.3955 images/s [10/24 21:23:26] ppdet.engine INFO: Epoch: [121] [520/610] learning_rate: 0.193577 loss_vfl: 0.869754 loss_bbox: 0.313989 loss_dfl: 0.192503 loss: 1.343526 eta: 2 days, 11:11:48 batch_cost: 1.9994 data_cost: 0.0011 ips: 24.0072 images/s [10/24 21:24:09] ppdet.engine INFO: Epoch: [121] [540/610] learning_rate: 0.193527 loss_vfl: 0.856954 loss_bbox: 0.293019 loss_dfl: 0.192567 loss: 1.379557 eta: 2 days, 11:11:08 batch_cost: 1.9357 data_cost: 0.0011 ips: 24.7970 images/s [10/24 21:24:53] ppdet.engine INFO: Epoch: [121] [560/610] learning_rate: 0.193478 loss_vfl: 0.890219 loss_bbox: 0.275505 loss_dfl: 0.191018 loss: 1.345040 eta: 2 days, 11:10:28 batch_cost: 1.9425 data_cost: 0.0010 ips: 24.7107 images/s [10/24 21:25:36] ppdet.engine INFO: Epoch: [121] [580/610] learning_rate: 0.193429 loss_vfl: 0.874866 loss_bbox: 0.263267 loss_dfl: 0.188458 loss: 1.356918 eta: 2 days, 11:09:49 batch_cost: 1.9595 data_cost: 0.0011 ips: 24.4967 images/s [10/24 21:26:19] ppdet.engine INFO: Epoch: [121] [600/610] learning_rate: 0.193379 loss_vfl: 0.858266 loss_bbox: 0.285100 loss_dfl: 0.184534 loss: 1.334043 eta: 2 days, 11:09:09 batch_cost: 1.9403 data_cost: 0.0011 ips: 24.7382 images/s [10/24 21:26:52] ppdet.engine INFO: Epoch: [122] [ 0/610] learning_rate: 0.193355 loss_vfl: 0.842354 loss_bbox: 0.298541 loss_dfl: 0.199116 loss: 1.347908 eta: 2 days, 11:09:02 batch_cost: 2.3579 data_cost: 0.2615 ips: 20.3573 images/s [10/24 21:27:36] ppdet.engine INFO: Epoch: [122] [ 20/610] learning_rate: 0.193305 loss_vfl: 0.861729 loss_bbox: 0.277549 loss_dfl: 0.185052 loss: 1.327650 eta: 2 days, 11:08:24 batch_cost: 2.0082 data_cost: 0.0012 ips: 23.9019 images/s [10/24 21:28:20] ppdet.engine INFO: Epoch: [122] [ 40/610] learning_rate: 0.193256 loss_vfl: 0.855994 loss_bbox: 0.269669 loss_dfl: 0.183807 loss: 1.332554 eta: 2 days, 11:07:46 batch_cost: 1.9818 data_cost: 0.0011 ips: 24.2206 images/s [10/24 21:29:04] ppdet.engine INFO: Epoch: [122] [ 60/610] learning_rate: 0.193207 loss_vfl: 0.850409 loss_bbox: 0.293796 loss_dfl: 0.193035 loss: 1.349592 eta: 2 days, 11:07:08 batch_cost: 2.0008 data_cost: 0.0010 ips: 23.9907 images/s [10/24 21:29:48] ppdet.engine INFO: Epoch: [122] [ 80/610] learning_rate: 0.193158 loss_vfl: 0.857603 loss_bbox: 0.291857 loss_dfl: 0.194275 loss: 1.379206 eta: 2 days, 11:06:30 batch_cost: 2.0061 data_cost: 0.0010 ips: 23.9271 images/s [10/24 21:30:32] ppdet.engine INFO: Epoch: [122] [100/610] learning_rate: 0.193108 loss_vfl: 0.860755 loss_bbox: 0.308342 loss_dfl: 0.201930 loss: 1.373136 eta: 2 days, 11:05:51 batch_cost: 1.9934 data_cost: 0.0011 ips: 24.0796 images/s [10/24 21:31:14] ppdet.engine INFO: Epoch: [122] [120/610] learning_rate: 0.193059 loss_vfl: 0.872829 loss_bbox: 0.297263 loss_dfl: 0.190498 loss: 1.357418 eta: 2 days, 11:05:10 batch_cost: 1.9030 data_cost: 0.0010 ips: 25.2235 images/s [10/24 21:31:57] ppdet.engine INFO: Epoch: [122] [140/610] learning_rate: 0.193010 loss_vfl: 0.857049 loss_bbox: 0.269504 loss_dfl: 0.181469 loss: 1.326612 eta: 2 days, 11:04:33 batch_cost: 2.0184 data_cost: 0.0010 ips: 23.7815 images/s [10/24 21:32:40] ppdet.engine INFO: Epoch: [122] [160/610] learning_rate: 0.192960 loss_vfl: 0.869929 loss_bbox: 0.286353 loss_dfl: 0.189187 loss: 1.346102 eta: 2 days, 11:03:52 batch_cost: 1.9052 data_cost: 0.0011 ips: 25.1936 images/s [10/24 21:33:23] ppdet.engine INFO: Epoch: [122] [180/610] learning_rate: 0.192911 loss_vfl: 0.841364 loss_bbox: 0.290113 loss_dfl: 0.187887 loss: 1.327806 eta: 2 days, 11:03:13 batch_cost: 1.9766 data_cost: 0.0010 ips: 24.2845 images/s [10/24 21:34:06] ppdet.engine INFO: Epoch: [122] [200/610] learning_rate: 0.192861 loss_vfl: 0.862635 loss_bbox: 0.306790 loss_dfl: 0.191803 loss: 1.375421 eta: 2 days, 11:02:33 batch_cost: 1.9330 data_cost: 0.0010 ips: 24.8324 images/s [10/24 21:34:49] ppdet.engine INFO: Epoch: [122] [220/610] learning_rate: 0.192812 loss_vfl: 0.852233 loss_bbox: 0.335753 loss_dfl: 0.203074 loss: 1.379800 eta: 2 days, 11:01:54 batch_cost: 1.9615 data_cost: 0.0010 ips: 24.4714 images/s [10/24 21:35:32] ppdet.engine INFO: Epoch: [122] [240/610] learning_rate: 0.192763 loss_vfl: 0.880532 loss_bbox: 0.294588 loss_dfl: 0.188473 loss: 1.382857 eta: 2 days, 11:01:14 batch_cost: 1.9258 data_cost: 0.0010 ips: 24.9248 images/s [10/24 21:36:15] ppdet.engine INFO: Epoch: [122] [260/610] learning_rate: 0.192713 loss_vfl: 0.842279 loss_bbox: 0.306027 loss_dfl: 0.201403 loss: 1.373414 eta: 2 days, 11:00:33 batch_cost: 1.9200 data_cost: 0.0011 ips: 25.0001 images/s [10/24 21:36:57] ppdet.engine INFO: Epoch: [122] [280/610] learning_rate: 0.192664 loss_vfl: 0.846741 loss_bbox: 0.302863 loss_dfl: 0.197556 loss: 1.330446 eta: 2 days, 10:59:53 batch_cost: 1.9175 data_cost: 0.0010 ips: 25.0323 images/s [10/24 21:37:41] ppdet.engine INFO: Epoch: [122] [300/610] learning_rate: 0.192615 loss_vfl: 0.852850 loss_bbox: 0.293148 loss_dfl: 0.196187 loss: 1.322530 eta: 2 days, 10:59:14 batch_cost: 1.9873 data_cost: 0.0011 ips: 24.1529 images/s [10/24 21:38:23] ppdet.engine INFO: Epoch: [122] [320/610] learning_rate: 0.192565 loss_vfl: 0.879573 loss_bbox: 0.285142 loss_dfl: 0.188663 loss: 1.340730 eta: 2 days, 10:58:34 batch_cost: 1.9100 data_cost: 0.0011 ips: 25.1315 images/s [10/24 21:39:08] ppdet.engine INFO: Epoch: [122] [340/610] learning_rate: 0.192516 loss_vfl: 0.855412 loss_bbox: 0.303826 loss_dfl: 0.198456 loss: 1.356814 eta: 2 days, 10:57:55 batch_cost: 1.9949 data_cost: 0.0011 ips: 24.0618 images/s [10/24 21:39:50] ppdet.engine INFO: Epoch: [122] [360/610] learning_rate: 0.192466 loss_vfl: 0.852195 loss_bbox: 0.293676 loss_dfl: 0.190055 loss: 1.325288 eta: 2 days, 10:57:15 batch_cost: 1.9092 data_cost: 0.0011 ips: 25.1409 images/s [10/24 21:40:33] ppdet.engine INFO: Epoch: [122] [380/610] learning_rate: 0.192417 loss_vfl: 0.851928 loss_bbox: 0.289517 loss_dfl: 0.188659 loss: 1.349619 eta: 2 days, 10:56:35 batch_cost: 1.9433 data_cost: 0.0011 ips: 24.7005 images/s [10/24 21:41:15] ppdet.engine INFO: Epoch: [122] [400/610] learning_rate: 0.192368 loss_vfl: 0.864124 loss_bbox: 0.292748 loss_dfl: 0.195586 loss: 1.347405 eta: 2 days, 10:55:55 batch_cost: 1.9418 data_cost: 0.0010 ips: 24.7188 images/s [10/24 21:41:59] ppdet.engine INFO: Epoch: [122] [420/610] learning_rate: 0.192318 loss_vfl: 0.858224 loss_bbox: 0.304666 loss_dfl: 0.194268 loss: 1.381186 eta: 2 days, 10:55:16 batch_cost: 1.9684 data_cost: 0.0011 ips: 24.3857 images/s [10/24 21:42:42] ppdet.engine INFO: Epoch: [122] [440/610] learning_rate: 0.192269 loss_vfl: 0.869354 loss_bbox: 0.312761 loss_dfl: 0.197420 loss: 1.373080 eta: 2 days, 10:54:37 batch_cost: 1.9586 data_cost: 0.0010 ips: 24.5076 images/s [10/24 21:43:26] ppdet.engine INFO: Epoch: [122] [460/610] learning_rate: 0.192219 loss_vfl: 0.857394 loss_bbox: 0.296140 loss_dfl: 0.197128 loss: 1.364321 eta: 2 days, 10:53:58 batch_cost: 1.9671 data_cost: 0.0011 ips: 24.4009 images/s [10/24 21:44:10] ppdet.engine INFO: Epoch: [122] [480/610] learning_rate: 0.192170 loss_vfl: 0.851960 loss_bbox: 0.301974 loss_dfl: 0.195062 loss: 1.364551 eta: 2 days, 10:53:19 batch_cost: 1.9669 data_cost: 0.0011 ips: 24.4043 images/s [10/24 21:44:52] ppdet.engine INFO: Epoch: [122] [500/610] learning_rate: 0.192121 loss_vfl: 0.848664 loss_bbox: 0.305237 loss_dfl: 0.194970 loss: 1.368035 eta: 2 days, 10:52:40 batch_cost: 1.9677 data_cost: 0.0044 ips: 24.3934 images/s [10/24 21:45:36] ppdet.engine INFO: Epoch: [122] [520/610] learning_rate: 0.192071 loss_vfl: 0.858998 loss_bbox: 0.306512 loss_dfl: 0.195471 loss: 1.374296 eta: 2 days, 10:52:01 batch_cost: 1.9638 data_cost: 0.0011 ips: 24.4428 images/s [10/24 21:46:20] ppdet.engine INFO: Epoch: [122] [540/610] learning_rate: 0.192022 loss_vfl: 0.861376 loss_bbox: 0.306938 loss_dfl: 0.207859 loss: 1.386057 eta: 2 days, 10:51:22 batch_cost: 1.9879 data_cost: 0.0010 ips: 24.1462 images/s [10/24 21:47:03] ppdet.engine INFO: Epoch: [122] [560/610] learning_rate: 0.191972 loss_vfl: 0.871009 loss_bbox: 0.304651 loss_dfl: 0.196095 loss: 1.379442 eta: 2 days, 10:50:43 batch_cost: 1.9739 data_cost: 0.0011 ips: 24.3179 images/s [10/24 21:47:46] ppdet.engine INFO: Epoch: [122] [580/610] learning_rate: 0.191923 loss_vfl: 0.884041 loss_bbox: 0.279985 loss_dfl: 0.183946 loss: 1.356225 eta: 2 days, 10:50:04 batch_cost: 1.9458 data_cost: 0.0011 ips: 24.6689 images/s [10/24 21:48:28] ppdet.engine INFO: Epoch: [122] [600/610] learning_rate: 0.191873 loss_vfl: 0.883762 loss_bbox: 0.294513 loss_dfl: 0.188891 loss: 1.368417 eta: 2 days, 10:49:23 batch_cost: 1.9262 data_cost: 0.0011 ips: 24.9201 images/s [10/24 21:49:00] ppdet.engine INFO: Epoch: [123] [ 0/610] learning_rate: 0.191849 loss_vfl: 0.880330 loss_bbox: 0.297245 loss_dfl: 0.194586 loss: 1.376862 eta: 2 days, 10:49:16 batch_cost: 2.3389 data_cost: 0.2616 ips: 20.5224 images/s [10/24 21:49:44] ppdet.engine INFO: Epoch: [123] [ 20/610] learning_rate: 0.191799 loss_vfl: 0.856136 loss_bbox: 0.298704 loss_dfl: 0.194190 loss: 1.356902 eta: 2 days, 10:48:37 batch_cost: 1.9962 data_cost: 0.0011 ips: 24.0458 images/s [10/24 21:50:28] ppdet.engine INFO: Epoch: [123] [ 40/610] learning_rate: 0.191750 loss_vfl: 0.876180 loss_bbox: 0.302720 loss_dfl: 0.196049 loss: 1.362514 eta: 2 days, 10:47:59 batch_cost: 1.9755 data_cost: 0.0011 ips: 24.2972 images/s [10/24 21:51:11] ppdet.engine INFO: Epoch: [123] [ 60/610] learning_rate: 0.191700 loss_vfl: 0.847467 loss_bbox: 0.282125 loss_dfl: 0.186793 loss: 1.317264 eta: 2 days, 10:47:19 batch_cost: 1.9404 data_cost: 0.0010 ips: 24.7367 images/s [10/24 21:51:54] ppdet.engine INFO: Epoch: [123] [ 80/610] learning_rate: 0.191651 loss_vfl: 0.870261 loss_bbox: 0.273329 loss_dfl: 0.185125 loss: 1.343539 eta: 2 days, 10:46:40 batch_cost: 1.9645 data_cost: 0.0011 ips: 24.4342 images/s [10/24 21:52:37] ppdet.engine INFO: Epoch: [123] [100/610] learning_rate: 0.191601 loss_vfl: 0.860543 loss_bbox: 0.285377 loss_dfl: 0.185678 loss: 1.300458 eta: 2 days, 10:46:00 batch_cost: 1.9524 data_cost: 0.0011 ips: 24.5848 images/s [10/24 21:53:21] ppdet.engine INFO: Epoch: [123] [120/610] learning_rate: 0.191552 loss_vfl: 0.852029 loss_bbox: 0.285379 loss_dfl: 0.185782 loss: 1.336130 eta: 2 days, 10:45:22 batch_cost: 1.9931 data_cost: 0.0010 ips: 24.0833 images/s [10/24 21:54:04] ppdet.engine INFO: Epoch: [123] [140/610] learning_rate: 0.191502 loss_vfl: 0.873727 loss_bbox: 0.303963 loss_dfl: 0.195665 loss: 1.341176 eta: 2 days, 10:44:42 batch_cost: 1.9553 data_cost: 0.0011 ips: 24.5481 images/s [10/24 21:54:47] ppdet.engine INFO: Epoch: [123] [160/610] learning_rate: 0.191453 loss_vfl: 0.862231 loss_bbox: 0.291291 loss_dfl: 0.195306 loss: 1.358041 eta: 2 days, 10:44:02 batch_cost: 1.9229 data_cost: 0.0011 ips: 24.9623 images/s [10/24 21:55:29] ppdet.engine INFO: Epoch: [123] [180/610] learning_rate: 0.191403 loss_vfl: 0.856857 loss_bbox: 0.312086 loss_dfl: 0.200814 loss: 1.367180 eta: 2 days, 10:43:21 batch_cost: 1.9042 data_cost: 0.0011 ips: 25.2079 images/s [10/24 21:56:11] ppdet.engine INFO: Epoch: [123] [200/610] learning_rate: 0.191354 loss_vfl: 0.847883 loss_bbox: 0.296499 loss_dfl: 0.194709 loss: 1.352091 eta: 2 days, 10:42:40 batch_cost: 1.8866 data_cost: 0.0011 ips: 25.4420 images/s [10/24 21:56:54] ppdet.engine INFO: Epoch: [123] [220/610] learning_rate: 0.191304 loss_vfl: 0.845810 loss_bbox: 0.291835 loss_dfl: 0.189573 loss: 1.327597 eta: 2 days, 10:42:00 batch_cost: 1.9229 data_cost: 0.0011 ips: 24.9623 images/s [10/24 21:57:38] ppdet.engine INFO: Epoch: [123] [240/610] learning_rate: 0.191255 loss_vfl: 0.864088 loss_bbox: 0.309487 loss_dfl: 0.196679 loss: 1.363675 eta: 2 days, 10:41:21 batch_cost: 1.9890 data_cost: 0.0010 ips: 24.1322 images/s [10/24 21:58:22] ppdet.engine INFO: Epoch: [123] [260/610] learning_rate: 0.191205 loss_vfl: 0.875095 loss_bbox: 0.279961 loss_dfl: 0.185411 loss: 1.342253 eta: 2 days, 10:40:43 batch_cost: 1.9950 data_cost: 0.0011 ips: 24.0599 images/s [10/24 21:59:05] ppdet.engine INFO: Epoch: [123] [280/610] learning_rate: 0.191156 loss_vfl: 0.852041 loss_bbox: 0.293788 loss_dfl: 0.193095 loss: 1.337808 eta: 2 days, 10:40:03 batch_cost: 1.9414 data_cost: 0.0011 ips: 24.7243 images/s [10/24 21:59:48] ppdet.engine INFO: Epoch: [123] [300/610] learning_rate: 0.191106 loss_vfl: 0.865334 loss_bbox: 0.286221 loss_dfl: 0.179446 loss: 1.333638 eta: 2 days, 10:39:24 batch_cost: 1.9745 data_cost: 0.0011 ips: 24.3102 images/s [10/24 22:00:31] ppdet.engine INFO: Epoch: [123] [320/610] learning_rate: 0.191057 loss_vfl: 0.874017 loss_bbox: 0.298291 loss_dfl: 0.191825 loss: 1.365097 eta: 2 days, 10:38:45 batch_cost: 1.9468 data_cost: 0.0011 ips: 24.6559 images/s [10/24 22:01:15] ppdet.engine INFO: Epoch: [123] [340/610] learning_rate: 0.191007 loss_vfl: 0.881279 loss_bbox: 0.302083 loss_dfl: 0.199542 loss: 1.391702 eta: 2 days, 10:38:07 batch_cost: 2.0111 data_cost: 0.0011 ips: 23.8672 images/s [10/24 22:01:59] ppdet.engine INFO: Epoch: [123] [360/610] learning_rate: 0.190958 loss_vfl: 0.868724 loss_bbox: 0.291810 loss_dfl: 0.194072 loss: 1.346729 eta: 2 days, 10:37:29 batch_cost: 2.0023 data_cost: 0.0011 ips: 23.9725 images/s [10/24 22:02:42] ppdet.engine INFO: Epoch: [123] [380/610] learning_rate: 0.190908 loss_vfl: 0.859527 loss_bbox: 0.287266 loss_dfl: 0.188466 loss: 1.329276 eta: 2 days, 10:36:50 batch_cost: 1.9669 data_cost: 0.0011 ips: 24.4034 images/s [10/24 22:03:26] ppdet.engine INFO: Epoch: [123] [400/610] learning_rate: 0.190859 loss_vfl: 0.850368 loss_bbox: 0.331091 loss_dfl: 0.206039 loss: 1.393687 eta: 2 days, 10:36:12 batch_cost: 2.0060 data_cost: 0.0011 ips: 23.9286 images/s [10/24 22:04:09] ppdet.engine INFO: Epoch: [123] [420/610] learning_rate: 0.190809 loss_vfl: 0.861413 loss_bbox: 0.310888 loss_dfl: 0.194555 loss: 1.361141 eta: 2 days, 10:35:32 batch_cost: 1.9514 data_cost: 0.0011 ips: 24.5971 images/s [10/24 22:04:53] ppdet.engine INFO: Epoch: [123] [440/610] learning_rate: 0.190759 loss_vfl: 0.857195 loss_bbox: 0.315997 loss_dfl: 0.195521 loss: 1.357850 eta: 2 days, 10:34:52 batch_cost: 1.9438 data_cost: 0.0011 ips: 24.6935 images/s [10/24 22:05:36] ppdet.engine INFO: Epoch: [123] [460/610] learning_rate: 0.190710 loss_vfl: 0.863514 loss_bbox: 0.298062 loss_dfl: 0.199515 loss: 1.357071 eta: 2 days, 10:34:13 batch_cost: 1.9472 data_cost: 0.0011 ips: 24.6508 images/s [10/24 22:06:19] ppdet.engine INFO: Epoch: [123] [480/610] learning_rate: 0.190660 loss_vfl: 0.866793 loss_bbox: 0.302177 loss_dfl: 0.191173 loss: 1.369358 eta: 2 days, 10:33:34 batch_cost: 1.9648 data_cost: 0.0010 ips: 24.4300 images/s [10/24 22:07:02] ppdet.engine INFO: Epoch: [123] [500/610] learning_rate: 0.190611 loss_vfl: 0.862812 loss_bbox: 0.311145 loss_dfl: 0.200764 loss: 1.376592 eta: 2 days, 10:32:55 batch_cost: 1.9846 data_cost: 0.0011 ips: 24.1859 images/s [10/24 22:07:46] ppdet.engine INFO: Epoch: [123] [520/610] learning_rate: 0.190561 loss_vfl: 0.864870 loss_bbox: 0.298345 loss_dfl: 0.197516 loss: 1.356515 eta: 2 days, 10:32:17 batch_cost: 1.9851 data_cost: 0.0011 ips: 24.1802 images/s [10/24 22:08:30] ppdet.engine INFO: Epoch: [123] [540/610] learning_rate: 0.190512 loss_vfl: 0.872464 loss_bbox: 0.292292 loss_dfl: 0.189482 loss: 1.380910 eta: 2 days, 10:31:38 batch_cost: 1.9780 data_cost: 0.0012 ips: 24.2674 images/s [10/24 22:09:14] ppdet.engine INFO: Epoch: [123] [560/610] learning_rate: 0.190462 loss_vfl: 0.863844 loss_bbox: 0.281217 loss_dfl: 0.184918 loss: 1.336393 eta: 2 days, 10:31:00 batch_cost: 2.0003 data_cost: 0.0011 ips: 23.9964 images/s [10/24 22:09:58] ppdet.engine INFO: Epoch: [123] [580/610] learning_rate: 0.190412 loss_vfl: 0.861586 loss_bbox: 0.276619 loss_dfl: 0.184964 loss: 1.325384 eta: 2 days, 10:30:21 batch_cost: 1.9685 data_cost: 0.0010 ips: 24.3844 images/s [10/24 22:10:39] ppdet.engine INFO: Epoch: [123] [600/610] learning_rate: 0.190363 loss_vfl: 0.863825 loss_bbox: 0.290489 loss_dfl: 0.192883 loss: 1.358650 eta: 2 days, 10:29:39 batch_cost: 1.8743 data_cost: 0.0011 ips: 25.6098 images/s [10/24 22:11:11] ppdet.engine INFO: Epoch: [124] [ 0/610] learning_rate: 0.190338 loss_vfl: 0.886478 loss_bbox: 0.314503 loss_dfl: 0.193265 loss: 1.393681 eta: 2 days, 10:29:31 batch_cost: 2.2738 data_cost: 0.2647 ips: 21.1102 images/s [10/24 22:11:56] ppdet.engine INFO: Epoch: [124] [ 20/610] learning_rate: 0.190288 loss_vfl: 0.879035 loss_bbox: 0.281216 loss_dfl: 0.188291 loss: 1.370499 eta: 2 days, 10:28:53 batch_cost: 2.0118 data_cost: 0.0011 ips: 23.8595 images/s [10/24 22:12:40] ppdet.engine INFO: Epoch: [124] [ 40/610] learning_rate: 0.190239 loss_vfl: 0.858557 loss_bbox: 0.273349 loss_dfl: 0.180935 loss: 1.324311 eta: 2 days, 10:28:14 batch_cost: 1.9714 data_cost: 0.0010 ips: 24.3481 images/s [10/24 22:13:23] ppdet.engine INFO: Epoch: [124] [ 60/610] learning_rate: 0.190189 loss_vfl: 0.861901 loss_bbox: 0.305271 loss_dfl: 0.189578 loss: 1.345197 eta: 2 days, 10:27:34 batch_cost: 1.9284 data_cost: 0.0010 ips: 24.8914 images/s [10/24 22:14:07] ppdet.engine INFO: Epoch: [124] [ 80/610] learning_rate: 0.190140 loss_vfl: 0.862434 loss_bbox: 0.286286 loss_dfl: 0.191119 loss: 1.352031 eta: 2 days, 10:26:54 batch_cost: 1.9329 data_cost: 0.0010 ips: 24.8336 images/s [10/24 22:14:50] ppdet.engine INFO: Epoch: [124] [100/610] learning_rate: 0.190090 loss_vfl: 0.859034 loss_bbox: 0.281333 loss_dfl: 0.193641 loss: 1.344439 eta: 2 days, 10:26:14 batch_cost: 1.9618 data_cost: 0.0010 ips: 24.4671 images/s [10/24 22:15:33] ppdet.engine INFO: Epoch: [124] [120/610] learning_rate: 0.190040 loss_vfl: 0.848167 loss_bbox: 0.297530 loss_dfl: 0.193116 loss: 1.340057 eta: 2 days, 10:25:35 batch_cost: 1.9399 data_cost: 0.0011 ips: 24.7433 images/s [10/24 22:16:16] ppdet.engine INFO: Epoch: [124] [140/610] learning_rate: 0.189991 loss_vfl: 0.837108 loss_bbox: 0.306066 loss_dfl: 0.192969 loss: 1.352766 eta: 2 days, 10:24:56 batch_cost: 1.9796 data_cost: 0.0011 ips: 24.2471 images/s [10/24 22:16:59] ppdet.engine INFO: Epoch: [124] [160/610] learning_rate: 0.189941 loss_vfl: 0.859885 loss_bbox: 0.292087 loss_dfl: 0.192692 loss: 1.345880 eta: 2 days, 10:24:15 batch_cost: 1.9129 data_cost: 0.0010 ips: 25.0925 images/s [10/24 22:17:43] ppdet.engine INFO: Epoch: [124] [180/610] learning_rate: 0.189891 loss_vfl: 0.892095 loss_bbox: 0.268004 loss_dfl: 0.185100 loss: 1.347332 eta: 2 days, 10:23:36 batch_cost: 1.9757 data_cost: 0.0010 ips: 24.2950 images/s [10/24 22:18:25] ppdet.engine INFO: Epoch: [124] [200/610] learning_rate: 0.189842 loss_vfl: 0.853666 loss_bbox: 0.285829 loss_dfl: 0.188637 loss: 1.353730 eta: 2 days, 10:22:57 batch_cost: 1.9359 data_cost: 0.0010 ips: 24.7952 images/s [10/24 22:19:09] ppdet.engine INFO: Epoch: [124] [220/610] learning_rate: 0.189792 loss_vfl: 0.830960 loss_bbox: 0.314296 loss_dfl: 0.194881 loss: 1.351572 eta: 2 days, 10:22:18 batch_cost: 1.9770 data_cost: 0.0010 ips: 24.2792 images/s [10/24 22:19:52] ppdet.engine INFO: Epoch: [124] [240/610] learning_rate: 0.189742 loss_vfl: 0.873296 loss_bbox: 0.292262 loss_dfl: 0.195467 loss: 1.368772 eta: 2 days, 10:21:38 batch_cost: 1.9297 data_cost: 0.0010 ips: 24.8738 images/s [10/24 22:20:34] ppdet.engine INFO: Epoch: [124] [260/610] learning_rate: 0.189693 loss_vfl: 0.854374 loss_bbox: 0.294330 loss_dfl: 0.189937 loss: 1.339696 eta: 2 days, 10:20:58 batch_cost: 1.9339 data_cost: 0.0011 ips: 24.8204 images/s [10/24 22:21:17] ppdet.engine INFO: Epoch: [124] [280/610] learning_rate: 0.189643 loss_vfl: 0.875102 loss_bbox: 0.288284 loss_dfl: 0.190090 loss: 1.357137 eta: 2 days, 10:20:17 batch_cost: 1.9097 data_cost: 0.0011 ips: 25.1349 images/s [10/24 22:21:59] ppdet.engine INFO: Epoch: [124] [300/610] learning_rate: 0.189593 loss_vfl: 0.849604 loss_bbox: 0.289945 loss_dfl: 0.192979 loss: 1.341694 eta: 2 days, 10:19:37 batch_cost: 1.9195 data_cost: 0.0011 ips: 25.0059 images/s [10/24 22:22:42] ppdet.engine INFO: Epoch: [124] [320/610] learning_rate: 0.189544 loss_vfl: 0.864526 loss_bbox: 0.276797 loss_dfl: 0.178341 loss: 1.330891 eta: 2 days, 10:18:56 batch_cost: 1.9132 data_cost: 0.0011 ips: 25.0893 images/s [10/24 22:23:26] ppdet.engine INFO: Epoch: [124] [340/610] learning_rate: 0.189494 loss_vfl: 0.853206 loss_bbox: 0.281232 loss_dfl: 0.182953 loss: 1.311288 eta: 2 days, 10:18:17 batch_cost: 1.9827 data_cost: 0.0011 ips: 24.2089 images/s [10/24 22:24:09] ppdet.engine INFO: Epoch: [124] [360/610] learning_rate: 0.189444 loss_vfl: 0.851582 loss_bbox: 0.317006 loss_dfl: 0.201801 loss: 1.372951 eta: 2 days, 10:17:37 batch_cost: 1.9351 data_cost: 0.0064 ips: 24.8043 images/s [10/24 22:24:53] ppdet.engine INFO: Epoch: [124] [380/610] learning_rate: 0.189395 loss_vfl: 0.866023 loss_bbox: 0.289692 loss_dfl: 0.187452 loss: 1.341838 eta: 2 days, 10:16:59 batch_cost: 1.9982 data_cost: 0.0010 ips: 24.0213 images/s [10/24 22:25:37] ppdet.engine INFO: Epoch: [124] [400/610] learning_rate: 0.189345 loss_vfl: 0.867776 loss_bbox: 0.288747 loss_dfl: 0.188833 loss: 1.350320 eta: 2 days, 10:16:21 batch_cost: 2.0090 data_cost: 0.0010 ips: 23.8927 images/s [10/24 22:26:20] ppdet.engine INFO: Epoch: [124] [420/610] learning_rate: 0.189295 loss_vfl: 0.855107 loss_bbox: 0.299310 loss_dfl: 0.194833 loss: 1.351823 eta: 2 days, 10:15:42 batch_cost: 1.9536 data_cost: 0.0010 ips: 24.5695 images/s [10/24 22:27:02] ppdet.engine INFO: Epoch: [124] [440/610] learning_rate: 0.189246 loss_vfl: 0.862093 loss_bbox: 0.292898 loss_dfl: 0.191272 loss: 1.361226 eta: 2 days, 10:15:02 batch_cost: 1.9240 data_cost: 0.0010 ips: 24.9478 images/s [10/24 22:27:45] ppdet.engine INFO: Epoch: [124] [460/610] learning_rate: 0.189196 loss_vfl: 0.856282 loss_bbox: 0.285383 loss_dfl: 0.190172 loss: 1.330817 eta: 2 days, 10:14:22 batch_cost: 1.9375 data_cost: 0.0011 ips: 24.7748 images/s [10/24 22:28:29] ppdet.engine INFO: Epoch: [124] [480/610] learning_rate: 0.189146 loss_vfl: 0.856954 loss_bbox: 0.296174 loss_dfl: 0.195435 loss: 1.369963 eta: 2 days, 10:13:44 batch_cost: 2.0239 data_cost: 0.0010 ips: 23.7162 images/s [10/24 22:29:12] ppdet.engine INFO: Epoch: [124] [500/610] learning_rate: 0.189096 loss_vfl: 0.862179 loss_bbox: 0.278375 loss_dfl: 0.190924 loss: 1.325039 eta: 2 days, 10:13:04 batch_cost: 1.9292 data_cost: 0.0010 ips: 24.8807 images/s [10/24 22:29:55] ppdet.engine INFO: Epoch: [124] [520/610] learning_rate: 0.189047 loss_vfl: 0.856162 loss_bbox: 0.294319 loss_dfl: 0.190681 loss: 1.361179 eta: 2 days, 10:12:25 batch_cost: 1.9658 data_cost: 0.0010 ips: 24.4181 images/s [10/24 22:30:38] ppdet.engine INFO: Epoch: [124] [540/610] learning_rate: 0.188997 loss_vfl: 0.856632 loss_bbox: 0.318944 loss_dfl: 0.201649 loss: 1.354543 eta: 2 days, 10:11:45 batch_cost: 1.9303 data_cost: 0.0010 ips: 24.8664 images/s [10/24 22:31:21] ppdet.engine INFO: Epoch: [124] [560/610] learning_rate: 0.188947 loss_vfl: 0.882240 loss_bbox: 0.303769 loss_dfl: 0.200104 loss: 1.397052 eta: 2 days, 10:11:05 batch_cost: 1.9234 data_cost: 0.0011 ips: 24.9564 images/s [10/24 22:32:04] ppdet.engine INFO: Epoch: [124] [580/610] learning_rate: 0.188897 loss_vfl: 0.883045 loss_bbox: 0.288039 loss_dfl: 0.190239 loss: 1.353678 eta: 2 days, 10:10:24 batch_cost: 1.9274 data_cost: 0.0011 ips: 24.9034 images/s [10/24 22:32:46] ppdet.engine INFO: Epoch: [124] [600/610] learning_rate: 0.188848 loss_vfl: 0.887950 loss_bbox: 0.283812 loss_dfl: 0.191542 loss: 1.363957 eta: 2 days, 10:09:45 batch_cost: 1.9396 data_cost: 0.0011 ips: 24.7468 images/s [10/24 22:33:20] ppdet.engine INFO: Epoch: [125] [ 0/610] learning_rate: 0.188823 loss_vfl: 0.885700 loss_bbox: 0.282083 loss_dfl: 0.184044 loss: 1.342538 eta: 2 days, 10:09:38 batch_cost: 2.3555 data_cost: 0.3203 ips: 20.3779 images/s [10/24 22:34:04] ppdet.engine INFO: Epoch: [125] [ 20/610] learning_rate: 0.188773 loss_vfl: 0.851856 loss_bbox: 0.303792 loss_dfl: 0.187098 loss: 1.353130 eta: 2 days, 10:09:00 batch_cost: 2.0151 data_cost: 0.0012 ips: 23.8205 images/s [10/24 22:34:47] ppdet.engine INFO: Epoch: [125] [ 40/610] learning_rate: 0.188723 loss_vfl: 0.844683 loss_bbox: 0.303963 loss_dfl: 0.199428 loss: 1.374125 eta: 2 days, 10:08:20 batch_cost: 1.9336 data_cost: 0.0011 ips: 24.8246 images/s [10/24 22:35:30] ppdet.engine INFO: Epoch: [125] [ 60/610] learning_rate: 0.188674 loss_vfl: 0.855695 loss_bbox: 0.288714 loss_dfl: 0.192052 loss: 1.315249 eta: 2 days, 10:07:39 batch_cost: 1.8995 data_cost: 0.0011 ips: 25.2698 images/s [10/24 22:36:13] ppdet.engine INFO: Epoch: [125] [ 80/610] learning_rate: 0.188624 loss_vfl: 0.863697 loss_bbox: 0.295461 loss_dfl: 0.195861 loss: 1.356941 eta: 2 days, 10:06:59 batch_cost: 1.9295 data_cost: 0.0011 ips: 24.8770 images/s [10/24 22:36:56] ppdet.engine INFO: Epoch: [125] [100/610] learning_rate: 0.188574 loss_vfl: 0.882411 loss_bbox: 0.303898 loss_dfl: 0.190530 loss: 1.367736 eta: 2 days, 10:06:20 batch_cost: 1.9685 data_cost: 0.0011 ips: 24.3841 images/s [10/24 22:37:39] ppdet.engine INFO: Epoch: [125] [120/610] learning_rate: 0.188524 loss_vfl: 0.838421 loss_bbox: 0.281496 loss_dfl: 0.192027 loss: 1.332301 eta: 2 days, 10:05:41 batch_cost: 1.9611 data_cost: 0.0011 ips: 24.4756 images/s [10/24 22:38:23] ppdet.engine INFO: Epoch: [125] [140/610] learning_rate: 0.188475 loss_vfl: 0.856006 loss_bbox: 0.289839 loss_dfl: 0.192486 loss: 1.336657 eta: 2 days, 10:05:02 batch_cost: 1.9939 data_cost: 0.0011 ips: 24.0740 images/s [10/24 22:39:07] ppdet.engine INFO: Epoch: [125] [160/610] learning_rate: 0.188425 loss_vfl: 0.859918 loss_bbox: 0.291485 loss_dfl: 0.192946 loss: 1.335257 eta: 2 days, 10:04:24 batch_cost: 1.9848 data_cost: 0.0011 ips: 24.1841 images/s [10/24 22:39:50] ppdet.engine INFO: Epoch: [125] [180/610] learning_rate: 0.188375 loss_vfl: 0.836632 loss_bbox: 0.285176 loss_dfl: 0.199762 loss: 1.328123 eta: 2 days, 10:03:44 batch_cost: 1.9299 data_cost: 0.0012 ips: 24.8719 images/s [10/24 22:40:33] ppdet.engine INFO: Epoch: [125] [200/610] learning_rate: 0.188325 loss_vfl: 0.837821 loss_bbox: 0.306035 loss_dfl: 0.195971 loss: 1.331165 eta: 2 days, 10:03:04 batch_cost: 1.9490 data_cost: 0.0011 ips: 24.6275 images/s [10/24 22:41:17] ppdet.engine INFO: Epoch: [125] [220/610] learning_rate: 0.188275 loss_vfl: 0.845951 loss_bbox: 0.287230 loss_dfl: 0.186190 loss: 1.334611 eta: 2 days, 10:02:26 batch_cost: 1.9995 data_cost: 0.0011 ips: 24.0055 images/s [10/24 22:42:01] ppdet.engine INFO: Epoch: [125] [240/610] learning_rate: 0.188226 loss_vfl: 0.885876 loss_bbox: 0.301036 loss_dfl: 0.191885 loss: 1.352134 eta: 2 days, 10:01:48 batch_cost: 2.0013 data_cost: 0.0011 ips: 23.9847 images/s [10/24 22:42:45] ppdet.engine INFO: Epoch: [125] [260/610] learning_rate: 0.188176 loss_vfl: 0.847277 loss_bbox: 0.319079 loss_dfl: 0.197626 loss: 1.363817 eta: 2 days, 10:01:09 batch_cost: 1.9858 data_cost: 0.0010 ips: 24.1718 images/s [10/24 22:43:28] ppdet.engine INFO: Epoch: [125] [280/610] learning_rate: 0.188126 loss_vfl: 0.860113 loss_bbox: 0.306022 loss_dfl: 0.190130 loss: 1.356389 eta: 2 days, 10:00:31 batch_cost: 1.9961 data_cost: 0.0012 ips: 24.0464 images/s [10/24 22:44:11] ppdet.engine INFO: Epoch: [125] [300/610] learning_rate: 0.188076 loss_vfl: 0.846763 loss_bbox: 0.276120 loss_dfl: 0.180803 loss: 1.294089 eta: 2 days, 9:59:52 batch_cost: 1.9729 data_cost: 0.0011 ips: 24.3295 images/s [10/24 22:44:55] ppdet.engine INFO: Epoch: [125] [320/610] learning_rate: 0.188026 loss_vfl: 0.847668 loss_bbox: 0.308048 loss_dfl: 0.202000 loss: 1.376793 eta: 2 days, 9:59:13 batch_cost: 1.9513 data_cost: 0.0011 ips: 24.5985 images/s [10/24 22:45:38] ppdet.engine INFO: Epoch: [125] [340/610] learning_rate: 0.187977 loss_vfl: 0.862779 loss_bbox: 0.271101 loss_dfl: 0.192272 loss: 1.344327 eta: 2 days, 9:58:32 batch_cost: 1.9315 data_cost: 0.0011 ips: 24.8516 images/s [10/24 22:46:20] ppdet.engine INFO: Epoch: [125] [360/610] learning_rate: 0.187927 loss_vfl: 0.879668 loss_bbox: 0.301244 loss_dfl: 0.197958 loss: 1.377237 eta: 2 days, 9:57:52 batch_cost: 1.9322 data_cost: 0.0011 ips: 24.8423 images/s [10/24 22:47:03] ppdet.engine INFO: Epoch: [125] [380/610] learning_rate: 0.187877 loss_vfl: 0.860600 loss_bbox: 0.298836 loss_dfl: 0.179427 loss: 1.345477 eta: 2 days, 9:57:12 batch_cost: 1.9334 data_cost: 0.0011 ips: 24.8263 images/s [10/24 22:47:46] ppdet.engine INFO: Epoch: [125] [400/610] learning_rate: 0.187827 loss_vfl: 0.853558 loss_bbox: 0.317868 loss_dfl: 0.194089 loss: 1.357276 eta: 2 days, 9:56:33 batch_cost: 1.9455 data_cost: 0.0011 ips: 24.6726 images/s [10/24 22:48:29] ppdet.engine INFO: Epoch: [125] [420/610] learning_rate: 0.187777 loss_vfl: 0.853761 loss_bbox: 0.287990 loss_dfl: 0.195180 loss: 1.352313 eta: 2 days, 9:55:53 batch_cost: 1.9302 data_cost: 0.0011 ips: 24.8684 images/s [10/24 22:49:14] ppdet.engine INFO: Epoch: [125] [440/610] learning_rate: 0.187727 loss_vfl: 0.872763 loss_bbox: 0.285361 loss_dfl: 0.190104 loss: 1.337628 eta: 2 days, 9:55:15 batch_cost: 2.0137 data_cost: 0.0010 ips: 23.8368 images/s [10/24 22:49:59] ppdet.engine INFO: Epoch: [125] [460/610] learning_rate: 0.187677 loss_vfl: 0.859079 loss_bbox: 0.307918 loss_dfl: 0.191466 loss: 1.342317 eta: 2 days, 9:54:38 batch_cost: 2.0557 data_cost: 0.0017 ips: 23.3496 images/s [10/24 22:50:43] ppdet.engine INFO: Epoch: [125] [480/610] learning_rate: 0.187628 loss_vfl: 0.865024 loss_bbox: 0.305535 loss_dfl: 0.197381 loss: 1.349031 eta: 2 days, 9:54:01 batch_cost: 2.0214 data_cost: 0.0027 ips: 23.7454 images/s [10/24 22:51:27] ppdet.engine INFO: Epoch: [125] [500/610] learning_rate: 0.187578 loss_vfl: 0.878440 loss_bbox: 0.282996 loss_dfl: 0.185051 loss: 1.364334 eta: 2 days, 9:53:22 batch_cost: 1.9859 data_cost: 0.0010 ips: 24.1702 images/s [10/24 22:52:11] ppdet.engine INFO: Epoch: [125] [520/610] learning_rate: 0.187528 loss_vfl: 0.855895 loss_bbox: 0.297070 loss_dfl: 0.194554 loss: 1.350206 eta: 2 days, 9:52:44 batch_cost: 2.0025 data_cost: 0.0020 ips: 23.9701 images/s [10/24 22:52:57] ppdet.engine INFO: Epoch: [125] [540/610] learning_rate: 0.187478 loss_vfl: 0.865227 loss_bbox: 0.308778 loss_dfl: 0.193890 loss: 1.352194 eta: 2 days, 9:52:08 batch_cost: 2.0768 data_cost: 0.0021 ips: 23.1123 images/s [10/24 22:53:41] ppdet.engine INFO: Epoch: [125] [560/610] learning_rate: 0.187428 loss_vfl: 0.868281 loss_bbox: 0.301353 loss_dfl: 0.199583 loss: 1.371126 eta: 2 days, 9:51:30 batch_cost: 2.0058 data_cost: 0.0011 ips: 23.9300 images/s [10/24 22:54:26] ppdet.engine INFO: Epoch: [125] [580/610] learning_rate: 0.187378 loss_vfl: 0.851300 loss_bbox: 0.311235 loss_dfl: 0.201734 loss: 1.368842 eta: 2 days, 9:50:52 batch_cost: 2.0057 data_cost: 0.0021 ips: 23.9322 images/s [10/24 22:55:08] ppdet.engine INFO: Epoch: [125] [600/610] learning_rate: 0.187328 loss_vfl: 0.868645 loss_bbox: 0.285887 loss_dfl: 0.180581 loss: 1.338910 eta: 2 days, 9:50:12 batch_cost: 1.9227 data_cost: 0.0062 ips: 24.9651 images/s [10/24 22:55:43] ppdet.engine INFO: Epoch: [126] [ 0/610] learning_rate: 0.187303 loss_vfl: 0.873660 loss_bbox: 0.278397 loss_dfl: 0.181393 loss: 1.323018 eta: 2 days, 9:50:06 batch_cost: 2.4132 data_cost: 0.3379 ips: 19.8909 images/s [10/24 22:56:28] ppdet.engine INFO: Epoch: [126] [ 20/610] learning_rate: 0.187254 loss_vfl: 0.859618 loss_bbox: 0.296218 loss_dfl: 0.197063 loss: 1.344337 eta: 2 days, 9:49:30 batch_cost: 2.0988 data_cost: 0.0012 ips: 22.8705 images/s [10/24 22:57:14] ppdet.engine INFO: Epoch: [126] [ 40/610] learning_rate: 0.187204 loss_vfl: 0.853959 loss_bbox: 0.275245 loss_dfl: 0.188726 loss: 1.330368 eta: 2 days, 9:48:55 batch_cost: 2.0927 data_cost: 0.0017 ips: 22.9367 images/s [10/24 22:57:59] ppdet.engine INFO: Epoch: [126] [ 60/610] learning_rate: 0.187154 loss_vfl: 0.866968 loss_bbox: 0.266387 loss_dfl: 0.184719 loss: 1.324180 eta: 2 days, 9:48:17 batch_cost: 2.0277 data_cost: 0.0023 ips: 23.6724 images/s [10/24 22:58:44] ppdet.engine INFO: Epoch: [126] [ 80/610] learning_rate: 0.187104 loss_vfl: 0.840216 loss_bbox: 0.288497 loss_dfl: 0.196980 loss: 1.289481 eta: 2 days, 9:47:40 batch_cost: 2.0122 data_cost: 0.0027 ips: 23.8540 images/s [10/24 22:59:29] ppdet.engine INFO: Epoch: [126] [100/610] learning_rate: 0.187054 loss_vfl: 0.843975 loss_bbox: 0.291007 loss_dfl: 0.191236 loss: 1.334949 eta: 2 days, 9:47:01 batch_cost: 1.9998 data_cost: 0.0012 ips: 24.0018 images/s [10/24 23:00:13] ppdet.engine INFO: Epoch: [126] [120/610] learning_rate: 0.187004 loss_vfl: 0.860914 loss_bbox: 0.294679 loss_dfl: 0.190646 loss: 1.305995 eta: 2 days, 9:46:23 batch_cost: 2.0041 data_cost: 0.0012 ips: 23.9509 images/s [10/24 23:00:57] ppdet.engine INFO: Epoch: [126] [140/610] learning_rate: 0.186954 loss_vfl: 0.858110 loss_bbox: 0.288141 loss_dfl: 0.196295 loss: 1.334985 eta: 2 days, 9:45:45 batch_cost: 2.0127 data_cost: 0.0013 ips: 23.8488 images/s [10/24 23:01:41] ppdet.engine INFO: Epoch: [126] [160/610] learning_rate: 0.186904 loss_vfl: 0.847713 loss_bbox: 0.300157 loss_dfl: 0.192379 loss: 1.363862 eta: 2 days, 9:45:06 batch_cost: 1.9615 data_cost: 0.0012 ips: 24.4716 images/s [10/24 23:02:25] ppdet.engine INFO: Epoch: [126] [180/610] learning_rate: 0.186854 loss_vfl: 0.837888 loss_bbox: 0.277857 loss_dfl: 0.184888 loss: 1.311566 eta: 2 days, 9:44:27 batch_cost: 1.9644 data_cost: 0.0011 ips: 24.4348 images/s [10/24 23:03:07] ppdet.engine INFO: Epoch: [126] [200/610] learning_rate: 0.186804 loss_vfl: 0.849962 loss_bbox: 0.312423 loss_dfl: 0.196841 loss: 1.347219 eta: 2 days, 9:43:47 batch_cost: 1.9475 data_cost: 0.0011 ips: 24.6472 images/s [10/24 23:03:51] ppdet.engine INFO: Epoch: [126] [220/610] learning_rate: 0.186754 loss_vfl: 0.864238 loss_bbox: 0.294041 loss_dfl: 0.188661 loss: 1.344351 eta: 2 days, 9:43:09 batch_cost: 1.9871 data_cost: 0.0011 ips: 24.1560 images/s [10/24 23:04:34] ppdet.engine INFO: Epoch: [126] [240/610] learning_rate: 0.186705 loss_vfl: 0.870565 loss_bbox: 0.284523 loss_dfl: 0.186085 loss: 1.345592 eta: 2 days, 9:42:29 batch_cost: 1.9263 data_cost: 0.0010 ips: 24.9179 images/s [10/24 23:05:15] ppdet.engine INFO: Epoch: [126] [260/610] learning_rate: 0.186655 loss_vfl: 0.866862 loss_bbox: 0.295316 loss_dfl: 0.195061 loss: 1.385972 eta: 2 days, 9:41:47 batch_cost: 1.8845 data_cost: 0.0015 ips: 25.4711 images/s [10/24 23:05:58] ppdet.engine INFO: Epoch: [126] [280/610] learning_rate: 0.186605 loss_vfl: 0.858493 loss_bbox: 0.300683 loss_dfl: 0.196004 loss: 1.367714 eta: 2 days, 9:41:08 batch_cost: 1.9525 data_cost: 0.0011 ips: 24.5842 images/s [10/24 23:06:44] ppdet.engine INFO: Epoch: [126] [300/610] learning_rate: 0.186555 loss_vfl: 0.869455 loss_bbox: 0.288274 loss_dfl: 0.194842 loss: 1.354711 eta: 2 days, 9:40:30 batch_cost: 2.0208 data_cost: 0.0011 ips: 23.7525 images/s [10/24 23:07:27] ppdet.engine INFO: Epoch: [126] [320/610] learning_rate: 0.186505 loss_vfl: 0.837988 loss_bbox: 0.297999 loss_dfl: 0.187781 loss: 1.339864 eta: 2 days, 9:39:51 batch_cost: 1.9617 data_cost: 0.0011 ips: 24.4687 images/s [10/24 23:08:11] ppdet.engine INFO: Epoch: [126] [340/610] learning_rate: 0.186455 loss_vfl: 0.856102 loss_bbox: 0.288035 loss_dfl: 0.190208 loss: 1.334139 eta: 2 days, 9:39:11 batch_cost: 1.9482 data_cost: 0.0016 ips: 24.6380 images/s [10/24 23:08:55] ppdet.engine INFO: Epoch: [126] [360/610] learning_rate: 0.186405 loss_vfl: 0.835807 loss_bbox: 0.282249 loss_dfl: 0.185958 loss: 1.322011 eta: 2 days, 9:38:33 batch_cost: 2.0093 data_cost: 0.0010 ips: 23.8895 images/s [10/24 23:09:39] ppdet.engine INFO: Epoch: [126] [380/610] learning_rate: 0.186355 loss_vfl: 0.829769 loss_bbox: 0.301336 loss_dfl: 0.195359 loss: 1.336493 eta: 2 days, 9:37:55 batch_cost: 2.0037 data_cost: 0.0010 ips: 23.9562 images/s [10/24 23:10:24] ppdet.engine INFO: Epoch: [126] [400/610] learning_rate: 0.186305 loss_vfl: 0.865141 loss_bbox: 0.280542 loss_dfl: 0.190106 loss: 1.342171 eta: 2 days, 9:37:18 batch_cost: 2.0345 data_cost: 0.0010 ips: 23.5927 images/s [10/24 23:11:07] ppdet.engine INFO: Epoch: [126] [420/610] learning_rate: 0.186255 loss_vfl: 0.847969 loss_bbox: 0.302450 loss_dfl: 0.194259 loss: 1.337010 eta: 2 days, 9:36:40 batch_cost: 2.0080 data_cost: 0.0010 ips: 23.9039 images/s [10/24 23:11:51] ppdet.engine INFO: Epoch: [126] [440/610] learning_rate: 0.186205 loss_vfl: 0.855698 loss_bbox: 0.304414 loss_dfl: 0.193275 loss: 1.335328 eta: 2 days, 9:36:02 batch_cost: 2.0004 data_cost: 0.0011 ips: 23.9955 images/s [10/24 23:12:34] ppdet.engine INFO: Epoch: [126] [460/610] learning_rate: 0.186155 loss_vfl: 0.877338 loss_bbox: 0.290614 loss_dfl: 0.194914 loss: 1.349911 eta: 2 days, 9:35:22 batch_cost: 1.9278 data_cost: 0.0010 ips: 24.8988 images/s [10/24 23:13:17] ppdet.engine INFO: Epoch: [126] [480/610] learning_rate: 0.186105 loss_vfl: 0.878748 loss_bbox: 0.296315 loss_dfl: 0.195372 loss: 1.374390 eta: 2 days, 9:34:42 batch_cost: 1.9376 data_cost: 0.0010 ips: 24.7730 images/s [10/24 23:14:00] ppdet.engine INFO: Epoch: [126] [500/610] learning_rate: 0.186055 loss_vfl: 0.855898 loss_bbox: 0.286122 loss_dfl: 0.188506 loss: 1.337964 eta: 2 days, 9:34:04 batch_cost: 1.9974 data_cost: 0.0010 ips: 24.0314 images/s [10/24 23:14:44] ppdet.engine INFO: Epoch: [126] [520/610] learning_rate: 0.186005 loss_vfl: 0.850739 loss_bbox: 0.309817 loss_dfl: 0.196041 loss: 1.358599 eta: 2 days, 9:33:25 batch_cost: 1.9695 data_cost: 0.0010 ips: 24.3722 images/s [10/24 23:15:27] ppdet.engine INFO: Epoch: [126] [540/610] learning_rate: 0.185955 loss_vfl: 0.864785 loss_bbox: 0.280329 loss_dfl: 0.185325 loss: 1.349984 eta: 2 days, 9:32:45 batch_cost: 1.9482 data_cost: 0.0010 ips: 24.6381 images/s [10/24 23:16:11] ppdet.engine INFO: Epoch: [126] [560/610] learning_rate: 0.185905 loss_vfl: 0.864869 loss_bbox: 0.293074 loss_dfl: 0.196821 loss: 1.364607 eta: 2 days, 9:32:06 batch_cost: 1.9759 data_cost: 0.0010 ips: 24.2922 images/s [10/24 23:16:54] ppdet.engine INFO: Epoch: [126] [580/610] learning_rate: 0.185855 loss_vfl: 0.856908 loss_bbox: 0.292683 loss_dfl: 0.188277 loss: 1.341141 eta: 2 days, 9:31:25 batch_cost: 1.9002 data_cost: 0.0010 ips: 25.2603 images/s [10/24 23:17:35] ppdet.engine INFO: Epoch: [126] [600/610] learning_rate: 0.185805 loss_vfl: 0.860902 loss_bbox: 0.298374 loss_dfl: 0.190057 loss: 1.338648 eta: 2 days, 9:30:43 batch_cost: 1.8678 data_cost: 0.0011 ips: 25.6986 images/s [10/24 23:18:06] ppdet.engine INFO: Epoch: [127] [ 0/610] learning_rate: 0.185780 loss_vfl: 0.861648 loss_bbox: 0.292196 loss_dfl: 0.190057 loss: 1.339409 eta: 2 days, 9:30:34 batch_cost: 2.2795 data_cost: 0.2105 ips: 21.0572 images/s [10/24 23:18:53] ppdet.engine INFO: Epoch: [127] [ 20/610] learning_rate: 0.185730 loss_vfl: 0.859596 loss_bbox: 0.300412 loss_dfl: 0.191199 loss: 1.367863 eta: 2 days, 9:29:59 batch_cost: 2.0968 data_cost: 0.0011 ips: 22.8922 images/s [10/24 23:19:37] ppdet.engine INFO: Epoch: [127] [ 40/610] learning_rate: 0.185680 loss_vfl: 0.851133 loss_bbox: 0.312709 loss_dfl: 0.193974 loss: 1.327911 eta: 2 days, 9:29:21 batch_cost: 2.0144 data_cost: 0.0010 ips: 23.8284 images/s [10/24 23:20:21] ppdet.engine INFO: Epoch: [127] [ 60/610] learning_rate: 0.185630 loss_vfl: 0.856677 loss_bbox: 0.309127 loss_dfl: 0.194624 loss: 1.362896 eta: 2 days, 9:28:42 batch_cost: 1.9682 data_cost: 0.0010 ips: 24.3881 images/s [10/24 23:21:04] ppdet.engine INFO: Epoch: [127] [ 80/610] learning_rate: 0.185580 loss_vfl: 0.851796 loss_bbox: 0.319781 loss_dfl: 0.199240 loss: 1.378745 eta: 2 days, 9:28:02 batch_cost: 1.9413 data_cost: 0.0011 ips: 24.7260 images/s [10/24 23:21:48] ppdet.engine INFO: Epoch: [127] [100/610] learning_rate: 0.185530 loss_vfl: 0.862897 loss_bbox: 0.300691 loss_dfl: 0.200575 loss: 1.362919 eta: 2 days, 9:27:24 batch_cost: 1.9941 data_cost: 0.0010 ips: 24.0711 images/s [10/24 23:22:32] ppdet.engine INFO: Epoch: [127] [120/610] learning_rate: 0.185480 loss_vfl: 0.857616 loss_bbox: 0.288620 loss_dfl: 0.194468 loss: 1.357826 eta: 2 days, 9:26:45 batch_cost: 1.9742 data_cost: 0.0010 ips: 24.3142 images/s [10/24 23:23:16] ppdet.engine INFO: Epoch: [127] [140/610] learning_rate: 0.185430 loss_vfl: 0.845499 loss_bbox: 0.300773 loss_dfl: 0.191881 loss: 1.330056 eta: 2 days, 9:26:07 batch_cost: 2.0069 data_cost: 0.0011 ips: 23.9170 images/s [10/24 23:24:00] ppdet.engine INFO: Epoch: [127] [160/610] learning_rate: 0.185380 loss_vfl: 0.859410 loss_bbox: 0.281124 loss_dfl: 0.183358 loss: 1.333736 eta: 2 days, 9:25:28 batch_cost: 1.9812 data_cost: 0.0011 ips: 24.2277 images/s [10/24 23:24:43] ppdet.engine INFO: Epoch: [127] [180/610] learning_rate: 0.185330 loss_vfl: 0.847456 loss_bbox: 0.300621 loss_dfl: 0.193079 loss: 1.358805 eta: 2 days, 9:24:48 batch_cost: 1.9353 data_cost: 0.0010 ips: 24.8020 images/s [10/24 23:25:25] ppdet.engine INFO: Epoch: [127] [200/610] learning_rate: 0.185280 loss_vfl: 0.861417 loss_bbox: 0.299468 loss_dfl: 0.198545 loss: 1.357934 eta: 2 days, 9:24:07 batch_cost: 1.8897 data_cost: 0.0012 ips: 25.4012 images/s [10/24 23:26:09] ppdet.engine INFO: Epoch: [127] [220/610] learning_rate: 0.185230 loss_vfl: 0.859463 loss_bbox: 0.288459 loss_dfl: 0.191262 loss: 1.339222 eta: 2 days, 9:23:29 batch_cost: 2.0152 data_cost: 0.0010 ips: 23.8194 images/s [10/24 23:26:52] ppdet.engine INFO: Epoch: [127] [240/610] learning_rate: 0.185180 loss_vfl: 0.851094 loss_bbox: 0.291981 loss_dfl: 0.196865 loss: 1.356809 eta: 2 days, 9:22:49 batch_cost: 1.9463 data_cost: 0.0010 ips: 24.6616 images/s [10/24 23:27:37] ppdet.engine INFO: Epoch: [127] [260/610] learning_rate: 0.185129 loss_vfl: 0.866211 loss_bbox: 0.286246 loss_dfl: 0.188930 loss: 1.341968 eta: 2 days, 9:22:12 batch_cost: 2.0275 data_cost: 0.0012 ips: 23.6745 images/s [10/24 23:28:21] ppdet.engine INFO: Epoch: [127] [280/610] learning_rate: 0.185079 loss_vfl: 0.849516 loss_bbox: 0.286005 loss_dfl: 0.194070 loss: 1.334765 eta: 2 days, 9:21:33 batch_cost: 1.9866 data_cost: 0.0031 ips: 24.1624 images/s [10/24 23:29:04] ppdet.engine INFO: Epoch: [127] [300/610] learning_rate: 0.185029 loss_vfl: 0.861915 loss_bbox: 0.285113 loss_dfl: 0.186234 loss: 1.333456 eta: 2 days, 9:20:53 batch_cost: 1.9107 data_cost: 0.0020 ips: 25.1222 images/s [10/24 23:29:47] ppdet.engine INFO: Epoch: [127] [320/610] learning_rate: 0.184979 loss_vfl: 0.883907 loss_bbox: 0.296505 loss_dfl: 0.188066 loss: 1.354181 eta: 2 days, 9:20:12 batch_cost: 1.9258 data_cost: 0.0011 ips: 24.9249 images/s [10/24 23:30:30] ppdet.engine INFO: Epoch: [127] [340/610] learning_rate: 0.184929 loss_vfl: 0.860953 loss_bbox: 0.287868 loss_dfl: 0.197817 loss: 1.371691 eta: 2 days, 9:19:34 batch_cost: 1.9811 data_cost: 0.0020 ips: 24.2291 images/s [10/24 23:31:14] ppdet.engine INFO: Epoch: [127] [360/610] learning_rate: 0.184879 loss_vfl: 0.871118 loss_bbox: 0.301813 loss_dfl: 0.198847 loss: 1.362602 eta: 2 days, 9:18:55 batch_cost: 1.9655 data_cost: 0.0011 ips: 24.4213 images/s [10/24 23:31:56] ppdet.engine INFO: Epoch: [127] [380/610] learning_rate: 0.184829 loss_vfl: 0.858634 loss_bbox: 0.281570 loss_dfl: 0.185845 loss: 1.346362 eta: 2 days, 9:18:14 batch_cost: 1.9047 data_cost: 0.0011 ips: 25.2007 images/s [10/24 23:32:39] ppdet.engine INFO: Epoch: [127] [400/610] learning_rate: 0.184779 loss_vfl: 0.856091 loss_bbox: 0.270407 loss_dfl: 0.180115 loss: 1.324266 eta: 2 days, 9:17:33 batch_cost: 1.9064 data_cost: 0.0051 ips: 25.1786 images/s [10/24 23:33:22] ppdet.engine INFO: Epoch: [127] [420/610] learning_rate: 0.184729 loss_vfl: 0.879012 loss_bbox: 0.281670 loss_dfl: 0.185079 loss: 1.343235 eta: 2 days, 9:16:53 batch_cost: 1.9375 data_cost: 0.0046 ips: 24.7744 images/s [10/24 23:34:04] ppdet.engine INFO: Epoch: [127] [440/610] learning_rate: 0.184679 loss_vfl: 0.873149 loss_bbox: 0.284974 loss_dfl: 0.194249 loss: 1.341465 eta: 2 days, 9:16:12 batch_cost: 1.8945 data_cost: 0.0011 ips: 25.3358 images/s [10/24 23:34:47] ppdet.engine INFO: Epoch: [127] [460/610] learning_rate: 0.184629 loss_vfl: 0.865698 loss_bbox: 0.281257 loss_dfl: 0.176424 loss: 1.333612 eta: 2 days, 9:15:32 batch_cost: 1.9154 data_cost: 0.0011 ips: 25.0604 images/s [10/24 23:35:31] ppdet.engine INFO: Epoch: [127] [480/610] learning_rate: 0.184578 loss_vfl: 0.855905 loss_bbox: 0.289154 loss_dfl: 0.183345 loss: 1.326725 eta: 2 days, 9:14:54 batch_cost: 2.0043 data_cost: 0.0011 ips: 23.9491 images/s [10/24 23:36:14] ppdet.engine INFO: Epoch: [127] [500/610] learning_rate: 0.184528 loss_vfl: 0.862925 loss_bbox: 0.303243 loss_dfl: 0.197603 loss: 1.352810 eta: 2 days, 9:14:14 batch_cost: 1.9535 data_cost: 0.0011 ips: 24.5708 images/s [10/24 23:36:58] ppdet.engine INFO: Epoch: [127] [520/610] learning_rate: 0.184478 loss_vfl: 0.851124 loss_bbox: 0.281204 loss_dfl: 0.184079 loss: 1.340852 eta: 2 days, 9:13:37 batch_cost: 2.0313 data_cost: 0.0011 ips: 23.6297 images/s [10/24 23:37:43] ppdet.engine INFO: Epoch: [127] [540/610] learning_rate: 0.184428 loss_vfl: 0.867383 loss_bbox: 0.294247 loss_dfl: 0.192524 loss: 1.354236 eta: 2 days, 9:12:59 batch_cost: 2.0071 data_cost: 0.0056 ips: 23.9155 images/s [10/24 23:38:26] ppdet.engine INFO: Epoch: [127] [560/610] learning_rate: 0.184378 loss_vfl: 0.853394 loss_bbox: 0.294749 loss_dfl: 0.193253 loss: 1.333948 eta: 2 days, 9:12:19 batch_cost: 1.9541 data_cost: 0.0010 ips: 24.5638 images/s [10/24 23:39:10] ppdet.engine INFO: Epoch: [127] [580/610] learning_rate: 0.184328 loss_vfl: 0.874602 loss_bbox: 0.282948 loss_dfl: 0.185370 loss: 1.345580 eta: 2 days, 9:11:40 batch_cost: 1.9530 data_cost: 0.0010 ips: 24.5780 images/s [10/24 23:39:53] ppdet.engine INFO: Epoch: [127] [600/610] learning_rate: 0.184278 loss_vfl: 0.871945 loss_bbox: 0.282311 loss_dfl: 0.187569 loss: 1.330174 eta: 2 days, 9:11:00 batch_cost: 1.9279 data_cost: 0.0011 ips: 24.8969 images/s [10/24 23:40:24] ppdet.engine INFO: Epoch: [128] [ 0/610] learning_rate: 0.184253 loss_vfl: 0.876665 loss_bbox: 0.287089 loss_dfl: 0.189081 loss: 1.336007 eta: 2 days, 9:10:49 batch_cost: 2.2549 data_cost: 0.2177 ips: 21.2872 images/s [10/24 23:41:08] ppdet.engine INFO: Epoch: [128] [ 20/610] learning_rate: 0.184202 loss_vfl: 0.850170 loss_bbox: 0.292821 loss_dfl: 0.183207 loss: 1.324628 eta: 2 days, 9:10:11 batch_cost: 1.9979 data_cost: 0.0011 ips: 24.0247 images/s [10/24 23:41:53] ppdet.engine INFO: Epoch: [128] [ 40/610] learning_rate: 0.184152 loss_vfl: 0.843975 loss_bbox: 0.320237 loss_dfl: 0.197693 loss: 1.376498 eta: 2 days, 9:09:33 batch_cost: 2.0176 data_cost: 0.0011 ips: 23.7901 images/s [10/24 23:42:37] ppdet.engine INFO: Epoch: [128] [ 60/610] learning_rate: 0.184102 loss_vfl: 0.843880 loss_bbox: 0.286346 loss_dfl: 0.193008 loss: 1.326955 eta: 2 days, 9:08:56 batch_cost: 2.0222 data_cost: 0.0011 ips: 23.7360 images/s [10/24 23:43:21] ppdet.engine INFO: Epoch: [128] [ 80/610] learning_rate: 0.184052 loss_vfl: 0.863081 loss_bbox: 0.300538 loss_dfl: 0.191851 loss: 1.342357 eta: 2 days, 9:08:17 batch_cost: 1.9768 data_cost: 0.0011 ips: 24.2816 images/s [10/24 23:44:05] ppdet.engine INFO: Epoch: [128] [100/610] learning_rate: 0.184002 loss_vfl: 0.839588 loss_bbox: 0.293785 loss_dfl: 0.184434 loss: 1.321796 eta: 2 days, 9:07:37 batch_cost: 1.9491 data_cost: 0.0011 ips: 24.6263 images/s [10/24 23:44:48] ppdet.engine INFO: Epoch: [128] [120/610] learning_rate: 0.183952 loss_vfl: 0.848062 loss_bbox: 0.310444 loss_dfl: 0.199177 loss: 1.354769 eta: 2 days, 9:06:58 batch_cost: 1.9750 data_cost: 0.0011 ips: 24.3042 images/s [10/24 23:45:32] ppdet.engine INFO: Epoch: [128] [140/610] learning_rate: 0.183902 loss_vfl: 0.846859 loss_bbox: 0.275701 loss_dfl: 0.182884 loss: 1.321653 eta: 2 days, 9:06:19 batch_cost: 1.9585 data_cost: 0.0010 ips: 24.5084 images/s [10/24 23:46:15] ppdet.engine INFO: Epoch: [128] [160/610] learning_rate: 0.183851 loss_vfl: 0.878536 loss_bbox: 0.274488 loss_dfl: 0.181668 loss: 1.344629 eta: 2 days, 9:05:39 batch_cost: 1.9215 data_cost: 0.0011 ips: 24.9808 images/s [10/24 23:46:59] ppdet.engine INFO: Epoch: [128] [180/610] learning_rate: 0.183801 loss_vfl: 0.870658 loss_bbox: 0.302997 loss_dfl: 0.197502 loss: 1.382955 eta: 2 days, 9:04:59 batch_cost: 1.9434 data_cost: 0.0011 ips: 24.6989 images/s [10/24 23:47:43] ppdet.engine INFO: Epoch: [128] [200/610] learning_rate: 0.183751 loss_vfl: 0.859834 loss_bbox: 0.302190 loss_dfl: 0.198112 loss: 1.352203 eta: 2 days, 9:04:20 batch_cost: 1.9903 data_cost: 0.0011 ips: 24.1170 images/s [10/24 23:48:25] ppdet.engine INFO: Epoch: [128] [220/610] learning_rate: 0.183701 loss_vfl: 0.873845 loss_bbox: 0.289167 loss_dfl: 0.199045 loss: 1.349106 eta: 2 days, 9:03:41 batch_cost: 1.9401 data_cost: 0.0012 ips: 24.7413 images/s [10/24 23:49:09] ppdet.engine INFO: Epoch: [128] [240/610] learning_rate: 0.183651 loss_vfl: 0.848614 loss_bbox: 0.307673 loss_dfl: 0.190324 loss: 1.329817 eta: 2 days, 9:03:02 batch_cost: 1.9877 data_cost: 0.0011 ips: 24.1480 images/s [10/24 23:49:52] ppdet.engine INFO: Epoch: [128] [260/610] learning_rate: 0.183600 loss_vfl: 0.861615 loss_bbox: 0.302487 loss_dfl: 0.197084 loss: 1.365270 eta: 2 days, 9:02:23 batch_cost: 1.9648 data_cost: 0.0010 ips: 24.4295 images/s [10/24 23:50:35] ppdet.engine INFO: Epoch: [128] [280/610] learning_rate: 0.183550 loss_vfl: 0.849512 loss_bbox: 0.284257 loss_dfl: 0.187811 loss: 1.333677 eta: 2 days, 9:01:43 batch_cost: 1.9450 data_cost: 0.0011 ips: 24.6784 images/s [10/24 23:51:18] ppdet.engine INFO: Epoch: [128] [300/610] learning_rate: 0.183500 loss_vfl: 0.868549 loss_bbox: 0.298109 loss_dfl: 0.191131 loss: 1.349341 eta: 2 days, 9:01:03 batch_cost: 1.9362 data_cost: 0.0010 ips: 24.7912 images/s [10/24 23:52:01] ppdet.engine INFO: Epoch: [128] [320/610] learning_rate: 0.183450 loss_vfl: 0.842973 loss_bbox: 0.288327 loss_dfl: 0.184298 loss: 1.334472 eta: 2 days, 9:00:23 batch_cost: 1.9207 data_cost: 0.0010 ips: 24.9906 images/s [10/24 23:52:45] ppdet.engine INFO: Epoch: [128] [340/610] learning_rate: 0.183400 loss_vfl: 0.835109 loss_bbox: 0.285085 loss_dfl: 0.186694 loss: 1.317451 eta: 2 days, 8:59:44 batch_cost: 1.9878 data_cost: 0.0010 ips: 24.1473 images/s [10/24 23:53:29] ppdet.engine INFO: Epoch: [128] [360/610] learning_rate: 0.183349 loss_vfl: 0.848292 loss_bbox: 0.284201 loss_dfl: 0.182229 loss: 1.318961 eta: 2 days, 8:59:06 batch_cost: 1.9821 data_cost: 0.0011 ips: 24.2172 images/s [10/24 23:54:11] ppdet.engine INFO: Epoch: [128] [380/610] learning_rate: 0.183299 loss_vfl: 0.863906 loss_bbox: 0.292836 loss_dfl: 0.197617 loss: 1.354318 eta: 2 days, 8:58:26 batch_cost: 1.9447 data_cost: 0.0011 ips: 24.6829 images/s [10/24 23:54:55] ppdet.engine INFO: Epoch: [128] [400/610] learning_rate: 0.183249 loss_vfl: 0.853520 loss_bbox: 0.288043 loss_dfl: 0.189377 loss: 1.346095 eta: 2 days, 8:57:47 batch_cost: 1.9771 data_cost: 0.0010 ips: 24.2784 images/s [10/24 23:55:38] ppdet.engine INFO: Epoch: [128] [420/610] learning_rate: 0.183199 loss_vfl: 0.838067 loss_bbox: 0.298385 loss_dfl: 0.193482 loss: 1.339007 eta: 2 days, 8:57:08 batch_cost: 1.9538 data_cost: 0.0010 ips: 24.5671 images/s [10/24 23:56:21] ppdet.engine INFO: Epoch: [128] [440/610] learning_rate: 0.183149 loss_vfl: 0.866030 loss_bbox: 0.296840 loss_dfl: 0.189737 loss: 1.360530 eta: 2 days, 8:56:27 batch_cost: 1.9203 data_cost: 0.0010 ips: 24.9957 images/s [10/24 23:57:04] ppdet.engine INFO: Epoch: [128] [460/610] learning_rate: 0.183098 loss_vfl: 0.879183 loss_bbox: 0.304609 loss_dfl: 0.194976 loss: 1.387611 eta: 2 days, 8:55:48 batch_cost: 1.9729 data_cost: 0.0010 ips: 24.3292 images/s [10/24 23:57:46] ppdet.engine INFO: Epoch: [128] [480/610] learning_rate: 0.183048 loss_vfl: 0.861585 loss_bbox: 0.325031 loss_dfl: 0.204711 loss: 1.388241 eta: 2 days, 8:55:07 batch_cost: 1.8948 data_cost: 0.0011 ips: 25.3322 images/s [10/24 23:58:29] ppdet.engine INFO: Epoch: [128] [500/610] learning_rate: 0.182998 loss_vfl: 0.846868 loss_bbox: 0.270640 loss_dfl: 0.179440 loss: 1.305085 eta: 2 days, 8:54:28 batch_cost: 1.9545 data_cost: 0.0011 ips: 24.5582 images/s [10/24 23:59:12] ppdet.engine INFO: Epoch: [128] [520/610] learning_rate: 0.182948 loss_vfl: 0.860815 loss_bbox: 0.278181 loss_dfl: 0.185870 loss: 1.331705 eta: 2 days, 8:53:48 batch_cost: 1.9570 data_cost: 0.0010 ips: 24.5275 images/s [10/24 23:59:54] ppdet.engine INFO: Epoch: [128] [540/610] learning_rate: 0.182897 loss_vfl: 0.859516 loss_bbox: 0.293294 loss_dfl: 0.190921 loss: 1.344432 eta: 2 days, 8:53:07 batch_cost: 1.8874 data_cost: 0.0010 ips: 25.4322 images/s [10/25 00:00:37] ppdet.engine INFO: Epoch: [128] [560/610] learning_rate: 0.182847 loss_vfl: 0.862396 loss_bbox: 0.288894 loss_dfl: 0.191152 loss: 1.386059 eta: 2 days, 8:52:26 batch_cost: 1.9037 data_cost: 0.0010 ips: 25.2138 images/s [10/25 00:01:20] ppdet.engine INFO: Epoch: [128] [580/610] learning_rate: 0.182797 loss_vfl: 0.831874 loss_bbox: 0.292159 loss_dfl: 0.191569 loss: 1.352404 eta: 2 days, 8:51:46 batch_cost: 1.9323 data_cost: 0.0011 ips: 24.8410 images/s [10/25 00:02:01] ppdet.engine INFO: Epoch: [128] [600/610] learning_rate: 0.182747 loss_vfl: 0.861333 loss_bbox: 0.302726 loss_dfl: 0.194053 loss: 1.364817 eta: 2 days, 8:51:04 batch_cost: 1.8392 data_cost: 0.0012 ips: 26.0977 images/s [10/25 00:02:33] ppdet.engine INFO: Epoch: [129] [ 0/610] learning_rate: 0.182721 loss_vfl: 0.870830 loss_bbox: 0.307727 loss_dfl: 0.190301 loss: 1.356248 eta: 2 days, 8:50:54 batch_cost: 2.2468 data_cost: 0.2985 ips: 21.3634 images/s [10/25 00:03:17] ppdet.engine INFO: Epoch: [129] [ 20/610] learning_rate: 0.182671 loss_vfl: 0.850946 loss_bbox: 0.281726 loss_dfl: 0.187778 loss: 1.328167 eta: 2 days, 8:50:16 batch_cost: 2.0136 data_cost: 0.0011 ips: 23.8377 images/s [10/25 00:04:01] ppdet.engine INFO: Epoch: [129] [ 40/610] learning_rate: 0.182621 loss_vfl: 0.851123 loss_bbox: 0.279556 loss_dfl: 0.184568 loss: 1.304955 eta: 2 days, 8:49:36 batch_cost: 1.9482 data_cost: 0.0011 ips: 24.6386 images/s [10/25 00:04:45] ppdet.engine INFO: Epoch: [129] [ 60/610] learning_rate: 0.182571 loss_vfl: 0.861415 loss_bbox: 0.276485 loss_dfl: 0.186161 loss: 1.319963 eta: 2 days, 8:48:58 batch_cost: 1.9813 data_cost: 0.0010 ips: 24.2271 images/s [10/25 00:05:29] ppdet.engine INFO: Epoch: [129] [ 80/610] learning_rate: 0.182520 loss_vfl: 0.848100 loss_bbox: 0.313831 loss_dfl: 0.191803 loss: 1.339212 eta: 2 days, 8:48:20 batch_cost: 2.0184 data_cost: 0.0010 ips: 23.7807 images/s [10/25 00:06:13] ppdet.engine INFO: Epoch: [129] [100/610] learning_rate: 0.182470 loss_vfl: 0.843590 loss_bbox: 0.314879 loss_dfl: 0.199358 loss: 1.345191 eta: 2 days, 8:47:42 batch_cost: 2.0065 data_cost: 0.0011 ips: 23.9222 images/s [10/25 00:06:57] ppdet.engine INFO: Epoch: [129] [120/610] learning_rate: 0.182420 loss_vfl: 0.859449 loss_bbox: 0.297534 loss_dfl: 0.187540 loss: 1.339259 eta: 2 days, 8:47:03 batch_cost: 1.9728 data_cost: 0.0011 ips: 24.3311 images/s [10/25 00:07:41] ppdet.engine INFO: Epoch: [129] [140/610] learning_rate: 0.182370 loss_vfl: 0.860364 loss_bbox: 0.295607 loss_dfl: 0.188995 loss: 1.353924 eta: 2 days, 8:46:25 batch_cost: 2.0023 data_cost: 0.0010 ips: 23.9726 images/s [10/25 00:08:24] ppdet.engine INFO: Epoch: [129] [160/610] learning_rate: 0.182319 loss_vfl: 0.867693 loss_bbox: 0.283859 loss_dfl: 0.182374 loss: 1.313946 eta: 2 days, 8:45:45 batch_cost: 1.9327 data_cost: 0.0011 ips: 24.8354 images/s [10/25 00:09:08] ppdet.engine INFO: Epoch: [129] [180/610] learning_rate: 0.182269 loss_vfl: 0.853839 loss_bbox: 0.300373 loss_dfl: 0.194106 loss: 1.349946 eta: 2 days, 8:45:06 batch_cost: 1.9701 data_cost: 0.0011 ips: 24.3643 images/s [10/25 00:09:52] ppdet.engine INFO: Epoch: [129] [200/610] learning_rate: 0.182219 loss_vfl: 0.849504 loss_bbox: 0.303026 loss_dfl: 0.193967 loss: 1.324374 eta: 2 days, 8:44:28 batch_cost: 2.0172 data_cost: 0.0032 ips: 23.7949 images/s [10/25 00:10:36] ppdet.engine INFO: Epoch: [129] [220/610] learning_rate: 0.182168 loss_vfl: 0.858679 loss_bbox: 0.313810 loss_dfl: 0.196859 loss: 1.364327 eta: 2 days, 8:43:50 batch_cost: 2.0065 data_cost: 0.0011 ips: 23.9224 images/s [10/25 00:11:20] ppdet.engine INFO: Epoch: [129] [240/610] learning_rate: 0.182118 loss_vfl: 0.846881 loss_bbox: 0.310093 loss_dfl: 0.195478 loss: 1.345187 eta: 2 days, 8:43:11 batch_cost: 1.9709 data_cost: 0.0022 ips: 24.3547 images/s [10/25 00:12:05] ppdet.engine INFO: Epoch: [129] [260/610] learning_rate: 0.182068 loss_vfl: 0.846728 loss_bbox: 0.311928 loss_dfl: 0.200757 loss: 1.364016 eta: 2 days, 8:42:33 batch_cost: 2.0235 data_cost: 0.0024 ips: 23.7213 images/s [10/25 00:12:49] ppdet.engine INFO: Epoch: [129] [280/610] learning_rate: 0.182017 loss_vfl: 0.864751 loss_bbox: 0.284335 loss_dfl: 0.187509 loss: 1.341780 eta: 2 days, 8:41:55 batch_cost: 2.0084 data_cost: 0.0018 ips: 23.8993 images/s [10/25 00:13:31] ppdet.engine INFO: Epoch: [129] [300/610] learning_rate: 0.181967 loss_vfl: 0.874233 loss_bbox: 0.284256 loss_dfl: 0.186121 loss: 1.333816 eta: 2 days, 8:41:15 batch_cost: 1.9156 data_cost: 0.0011 ips: 25.0569 images/s [10/25 00:14:15] ppdet.engine INFO: Epoch: [129] [320/610] learning_rate: 0.181917 loss_vfl: 0.852034 loss_bbox: 0.310464 loss_dfl: 0.199885 loss: 1.366481 eta: 2 days, 8:40:36 batch_cost: 1.9770 data_cost: 0.0010 ips: 24.2797 images/s [10/25 00:14:58] ppdet.engine INFO: Epoch: [129] [340/610] learning_rate: 0.181866 loss_vfl: 0.874097 loss_bbox: 0.291772 loss_dfl: 0.189921 loss: 1.357593 eta: 2 days, 8:39:56 batch_cost: 1.9434 data_cost: 0.0011 ips: 24.6995 images/s [10/25 00:15:42] ppdet.engine INFO: Epoch: [129] [360/610] learning_rate: 0.181816 loss_vfl: 0.869934 loss_bbox: 0.289800 loss_dfl: 0.185770 loss: 1.336467 eta: 2 days, 8:39:18 batch_cost: 1.9848 data_cost: 0.0010 ips: 24.1834 images/s [10/25 00:16:25] ppdet.engine INFO: Epoch: [129] [380/610] learning_rate: 0.181766 loss_vfl: 0.871210 loss_bbox: 0.272580 loss_dfl: 0.181506 loss: 1.313145 eta: 2 days, 8:38:39 batch_cost: 1.9697 data_cost: 0.0010 ips: 24.3694 images/s [10/25 00:17:09] ppdet.engine INFO: Epoch: [129] [400/610] learning_rate: 0.181715 loss_vfl: 0.847151 loss_bbox: 0.289704 loss_dfl: 0.194648 loss: 1.350412 eta: 2 days, 8:38:00 batch_cost: 1.9886 data_cost: 0.0011 ips: 24.1372 images/s [10/25 00:17:53] ppdet.engine INFO: Epoch: [129] [420/610] learning_rate: 0.181665 loss_vfl: 0.852902 loss_bbox: 0.284189 loss_dfl: 0.183811 loss: 1.322015 eta: 2 days, 8:37:22 batch_cost: 2.0035 data_cost: 0.0011 ips: 23.9579 images/s [10/25 00:18:37] ppdet.engine INFO: Epoch: [129] [440/610] learning_rate: 0.181615 loss_vfl: 0.871756 loss_bbox: 0.303493 loss_dfl: 0.192353 loss: 1.346951 eta: 2 days, 8:36:44 batch_cost: 2.0306 data_cost: 0.0011 ips: 23.6382 images/s [10/25 00:19:21] ppdet.engine INFO: Epoch: [129] [460/610] learning_rate: 0.181564 loss_vfl: 0.851895 loss_bbox: 0.301219 loss_dfl: 0.193033 loss: 1.357017 eta: 2 days, 8:36:06 batch_cost: 2.0118 data_cost: 0.0010 ips: 23.8588 images/s [10/25 00:20:06] ppdet.engine INFO: Epoch: [129] [480/610] learning_rate: 0.181514 loss_vfl: 0.861320 loss_bbox: 0.289916 loss_dfl: 0.193746 loss: 1.349201 eta: 2 days, 8:35:29 batch_cost: 2.0192 data_cost: 0.0012 ips: 23.7724 images/s [10/25 00:20:50] ppdet.engine INFO: Epoch: [129] [500/610] learning_rate: 0.181464 loss_vfl: 0.866504 loss_bbox: 0.313086 loss_dfl: 0.197474 loss: 1.355473 eta: 2 days, 8:34:50 batch_cost: 1.9936 data_cost: 0.0011 ips: 24.0767 images/s [10/25 00:21:34] ppdet.engine INFO: Epoch: [129] [520/610] learning_rate: 0.181413 loss_vfl: 0.869999 loss_bbox: 0.281321 loss_dfl: 0.188685 loss: 1.353659 eta: 2 days, 8:34:11 batch_cost: 1.9603 data_cost: 0.0011 ips: 24.4866 images/s [10/25 00:22:18] ppdet.engine INFO: Epoch: [129] [540/610] learning_rate: 0.181363 loss_vfl: 0.866339 loss_bbox: 0.299961 loss_dfl: 0.191653 loss: 1.359879 eta: 2 days, 8:33:32 batch_cost: 1.9617 data_cost: 0.0010 ips: 24.4681 images/s [10/25 00:23:00] ppdet.engine INFO: Epoch: [129] [560/610] learning_rate: 0.181313 loss_vfl: 0.862558 loss_bbox: 0.296077 loss_dfl: 0.191568 loss: 1.329623 eta: 2 days, 8:32:51 batch_cost: 1.9163 data_cost: 0.0010 ips: 25.0477 images/s [10/25 00:23:45] ppdet.engine INFO: Epoch: [129] [580/610] learning_rate: 0.181262 loss_vfl: 0.860505 loss_bbox: 0.297462 loss_dfl: 0.190147 loss: 1.342450 eta: 2 days, 8:32:13 batch_cost: 1.9836 data_cost: 0.0011 ips: 24.1980 images/s [10/25 00:24:28] ppdet.engine INFO: Epoch: [129] [600/610] learning_rate: 0.181212 loss_vfl: 0.867752 loss_bbox: 0.293093 loss_dfl: 0.192378 loss: 1.367394 eta: 2 days, 8:31:34 batch_cost: 1.9781 data_cost: 0.0012 ips: 24.2660 images/s [10/25 00:24:49] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/25 00:24:50] ppdet.engine INFO: Eval iter: 0 [10/25 00:25:21] ppdet.engine INFO: Eval iter: 100 [10/25 00:25:44] ppdet.engine INFO: Eval iter: 200 [10/25 00:26:06] ppdet.engine INFO: Eval iter: 300 [10/25 00:26:28] ppdet.engine INFO: Eval iter: 400 [10/25 00:26:50] ppdet.engine INFO: Eval iter: 500 [10/25 00:27:12] ppdet.engine INFO: Eval iter: 600 [10/25 00:27:31] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.90s) creating index... index created! [10/25 00:27:32] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.60s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=98.80s). Accumulating evaluation results... DONE (t=17.83s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.343 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.496 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.362 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.130 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.369 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.556 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 ] = 0.470 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 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.744 [10/25 00:29:35] ppdet.engine INFO: Total sample number: 4952, averge FPS: 33.318424252122036 [10/25 00:29:35] ppdet.engine INFO: Best test bbox ap is 0.347. [10/25 00:29:37] ppdet.engine INFO: Epoch: [130] [ 0/610] learning_rate: 0.181187 loss_vfl: 0.875605 loss_bbox: 0.283354 loss_dfl: 0.188718 loss: 1.356056 eta: 2 days, 8:31:13 batch_cost: 1.8739 data_cost: 0.0012 ips: 25.6155 images/s [10/25 00:30:23] ppdet.engine INFO: Epoch: [130] [ 20/610] learning_rate: 0.181136 loss_vfl: 0.856905 loss_bbox: 0.282132 loss_dfl: 0.184451 loss: 1.327774 eta: 2 days, 8:30:37 batch_cost: 2.0933 data_cost: 0.0031 ips: 22.9303 images/s [10/25 00:31:09] ppdet.engine INFO: Epoch: [130] [ 40/610] learning_rate: 0.181086 loss_vfl: 0.848716 loss_bbox: 0.298977 loss_dfl: 0.189902 loss: 1.353350 eta: 2 days, 8:30:00 batch_cost: 2.0591 data_cost: 0.0012 ips: 23.3116 images/s [10/25 00:31:54] ppdet.engine INFO: Epoch: [130] [ 60/610] learning_rate: 0.181036 loss_vfl: 0.853933 loss_bbox: 0.282958 loss_dfl: 0.189078 loss: 1.337611 eta: 2 days, 8:29:22 batch_cost: 2.0086 data_cost: 0.0012 ips: 23.8974 images/s [10/25 00:32:37] ppdet.engine INFO: Epoch: [130] [ 80/610] learning_rate: 0.180985 loss_vfl: 0.847213 loss_bbox: 0.289801 loss_dfl: 0.190809 loss: 1.320940 eta: 2 days, 8:28:43 batch_cost: 1.9784 data_cost: 0.0014 ips: 24.2626 images/s [10/25 00:33:22] ppdet.engine INFO: Epoch: [130] [100/610] learning_rate: 0.180935 loss_vfl: 0.857530 loss_bbox: 0.278990 loss_dfl: 0.180678 loss: 1.333691 eta: 2 days, 8:28:05 batch_cost: 2.0075 data_cost: 0.0011 ips: 23.9103 images/s [10/25 00:34:05] ppdet.engine INFO: Epoch: [130] [120/610] learning_rate: 0.180884 loss_vfl: 0.859383 loss_bbox: 0.298071 loss_dfl: 0.194254 loss: 1.355814 eta: 2 days, 8:27:25 batch_cost: 1.9498 data_cost: 0.0011 ips: 24.6185 images/s [10/25 00:34:49] ppdet.engine INFO: Epoch: [130] [140/610] learning_rate: 0.180834 loss_vfl: 0.873331 loss_bbox: 0.286940 loss_dfl: 0.185813 loss: 1.355335 eta: 2 days, 8:26:47 batch_cost: 1.9787 data_cost: 0.0011 ips: 24.2585 images/s [10/25 00:35:32] ppdet.engine INFO: Epoch: [130] [160/610] learning_rate: 0.180784 loss_vfl: 0.857366 loss_bbox: 0.301324 loss_dfl: 0.191918 loss: 1.341782 eta: 2 days, 8:26:07 batch_cost: 1.9486 data_cost: 0.0011 ips: 24.6325 images/s [10/25 00:36:15] ppdet.engine INFO: Epoch: [130] [180/610] learning_rate: 0.180733 loss_vfl: 0.853988 loss_bbox: 0.277828 loss_dfl: 0.182069 loss: 1.321814 eta: 2 days, 8:25:26 batch_cost: 1.9082 data_cost: 0.0011 ips: 25.1547 images/s [10/25 00:36:59] ppdet.engine INFO: Epoch: [130] [200/610] learning_rate: 0.180683 loss_vfl: 0.848060 loss_bbox: 0.298891 loss_dfl: 0.197866 loss: 1.343781 eta: 2 days, 8:24:48 batch_cost: 1.9956 data_cost: 0.0011 ips: 24.0531 images/s [10/25 00:37:44] ppdet.engine INFO: Epoch: [130] [220/610] learning_rate: 0.180632 loss_vfl: 0.854583 loss_bbox: 0.291384 loss_dfl: 0.187818 loss: 1.343936 eta: 2 days, 8:24:12 batch_cost: 2.0739 data_cost: 0.0010 ips: 23.1453 images/s [10/25 00:38:29] ppdet.engine INFO: Epoch: [130] [240/610] learning_rate: 0.180582 loss_vfl: 0.855229 loss_bbox: 0.292495 loss_dfl: 0.192158 loss: 1.368616 eta: 2 days, 8:23:34 batch_cost: 2.0367 data_cost: 0.0011 ips: 23.5673 images/s [10/25 00:39:14] ppdet.engine INFO: Epoch: [130] [260/610] learning_rate: 0.180532 loss_vfl: 0.867113 loss_bbox: 0.288436 loss_dfl: 0.189031 loss: 1.335648 eta: 2 days, 8:22:57 batch_cost: 2.0424 data_cost: 0.0010 ips: 23.5015 images/s [10/25 00:39:58] ppdet.engine INFO: Epoch: [130] [280/610] learning_rate: 0.180481 loss_vfl: 0.859069 loss_bbox: 0.284536 loss_dfl: 0.184532 loss: 1.338871 eta: 2 days, 8:22:19 batch_cost: 1.9987 data_cost: 0.0010 ips: 24.0155 images/s [10/25 00:40:42] ppdet.engine INFO: Epoch: [130] [300/610] learning_rate: 0.180431 loss_vfl: 0.857873 loss_bbox: 0.321966 loss_dfl: 0.210160 loss: 1.377300 eta: 2 days, 8:21:41 batch_cost: 1.9946 data_cost: 0.0010 ips: 24.0646 images/s [10/25 00:41:25] ppdet.engine INFO: Epoch: [130] [320/610] learning_rate: 0.180380 loss_vfl: 0.857608 loss_bbox: 0.291666 loss_dfl: 0.192709 loss: 1.362235 eta: 2 days, 8:21:02 batch_cost: 1.9714 data_cost: 0.0010 ips: 24.3487 images/s [10/25 00:42:09] ppdet.engine INFO: Epoch: [130] [340/610] learning_rate: 0.180330 loss_vfl: 0.872042 loss_bbox: 0.286972 loss_dfl: 0.191289 loss: 1.345613 eta: 2 days, 8:20:23 batch_cost: 1.9949 data_cost: 0.0010 ips: 24.0617 images/s [10/25 00:42:53] ppdet.engine INFO: Epoch: [130] [360/610] learning_rate: 0.180279 loss_vfl: 0.865404 loss_bbox: 0.288477 loss_dfl: 0.192988 loss: 1.352789 eta: 2 days, 8:19:44 batch_cost: 1.9782 data_cost: 0.0010 ips: 24.2641 images/s [10/25 00:43:37] ppdet.engine INFO: Epoch: [130] [380/610] learning_rate: 0.180229 loss_vfl: 0.856059 loss_bbox: 0.294127 loss_dfl: 0.197068 loss: 1.344860 eta: 2 days, 8:19:06 batch_cost: 1.9945 data_cost: 0.0011 ips: 24.0666 images/s [10/25 00:44:21] ppdet.engine INFO: Epoch: [130] [400/610] learning_rate: 0.180179 loss_vfl: 0.864151 loss_bbox: 0.314304 loss_dfl: 0.199958 loss: 1.366695 eta: 2 days, 8:18:27 batch_cost: 1.9801 data_cost: 0.0011 ips: 24.2415 images/s [10/25 00:45:06] ppdet.engine INFO: Epoch: [130] [420/610] learning_rate: 0.180128 loss_vfl: 0.865546 loss_bbox: 0.279124 loss_dfl: 0.185261 loss: 1.342704 eta: 2 days, 8:17:50 batch_cost: 2.0435 data_cost: 0.0011 ips: 23.4894 images/s [10/25 00:45:50] ppdet.engine INFO: Epoch: [130] [440/610] learning_rate: 0.180078 loss_vfl: 0.861140 loss_bbox: 0.299130 loss_dfl: 0.196453 loss: 1.364735 eta: 2 days, 8:17:12 batch_cost: 2.0021 data_cost: 0.0010 ips: 23.9743 images/s [10/25 00:46:34] ppdet.engine INFO: Epoch: [130] [460/610] learning_rate: 0.180027 loss_vfl: 0.867609 loss_bbox: 0.293509 loss_dfl: 0.189743 loss: 1.359873 eta: 2 days, 8:16:34 batch_cost: 2.0281 data_cost: 0.0011 ips: 23.6678 images/s [10/25 00:47:17] ppdet.engine INFO: Epoch: [130] [480/610] learning_rate: 0.179977 loss_vfl: 0.866718 loss_bbox: 0.287188 loss_dfl: 0.192065 loss: 1.359322 eta: 2 days, 8:15:54 batch_cost: 1.9340 data_cost: 0.0011 ips: 24.8189 images/s [10/25 00:47:59] ppdet.engine INFO: Epoch: [130] [500/610] learning_rate: 0.179926 loss_vfl: 0.850934 loss_bbox: 0.277383 loss_dfl: 0.189360 loss: 1.318489 eta: 2 days, 8:15:14 batch_cost: 1.9287 data_cost: 0.0010 ips: 24.8866 images/s [10/25 00:48:42] ppdet.engine INFO: Epoch: [130] [520/610] learning_rate: 0.179876 loss_vfl: 0.851165 loss_bbox: 0.294044 loss_dfl: 0.191760 loss: 1.360914 eta: 2 days, 8:14:34 batch_cost: 1.9165 data_cost: 0.0010 ips: 25.0451 images/s [10/25 00:49:25] ppdet.engine INFO: Epoch: [130] [540/610] learning_rate: 0.179825 loss_vfl: 0.857424 loss_bbox: 0.300915 loss_dfl: 0.196009 loss: 1.330445 eta: 2 days, 8:13:53 batch_cost: 1.9130 data_cost: 0.0011 ips: 25.0913 images/s [10/25 00:50:08] ppdet.engine INFO: Epoch: [130] [560/610] learning_rate: 0.179775 loss_vfl: 0.869075 loss_bbox: 0.287787 loss_dfl: 0.191881 loss: 1.339700 eta: 2 days, 8:13:13 batch_cost: 1.9414 data_cost: 0.0011 ips: 24.7241 images/s [10/25 00:50:50] ppdet.engine INFO: Epoch: [130] [580/610] learning_rate: 0.179724 loss_vfl: 0.876022 loss_bbox: 0.276184 loss_dfl: 0.181103 loss: 1.332258 eta: 2 days, 8:12:32 batch_cost: 1.8965 data_cost: 0.0010 ips: 25.3096 images/s [10/25 00:51:32] ppdet.engine INFO: Epoch: [130] [600/610] learning_rate: 0.179674 loss_vfl: 0.839032 loss_bbox: 0.280440 loss_dfl: 0.190684 loss: 1.321365 eta: 2 days, 8:11:52 batch_cost: 1.8981 data_cost: 0.0011 ips: 25.2882 images/s [10/25 00:52:04] ppdet.engine INFO: Epoch: [131] [ 0/610] learning_rate: 0.179649 loss_vfl: 0.858642 loss_bbox: 0.280740 loss_dfl: 0.190705 loss: 1.324752 eta: 2 days, 8:11:43 batch_cost: 2.3314 data_cost: 0.3146 ips: 20.5883 images/s [10/25 00:52:49] ppdet.engine INFO: Epoch: [131] [ 20/610] learning_rate: 0.179598 loss_vfl: 0.869196 loss_bbox: 0.280958 loss_dfl: 0.182051 loss: 1.338680 eta: 2 days, 8:11:04 batch_cost: 1.9938 data_cost: 0.0012 ips: 24.0744 images/s [10/25 00:53:32] ppdet.engine INFO: Epoch: [131] [ 40/610] learning_rate: 0.179548 loss_vfl: 0.846459 loss_bbox: 0.283847 loss_dfl: 0.185180 loss: 1.326703 eta: 2 days, 8:10:25 batch_cost: 1.9383 data_cost: 0.0012 ips: 24.7638 images/s [10/25 00:54:16] ppdet.engine INFO: Epoch: [131] [ 60/610] learning_rate: 0.179497 loss_vfl: 0.849980 loss_bbox: 0.295443 loss_dfl: 0.193559 loss: 1.343318 eta: 2 days, 8:09:46 batch_cost: 1.9793 data_cost: 0.0011 ips: 24.2506 images/s [10/25 00:54:59] ppdet.engine INFO: Epoch: [131] [ 80/610] learning_rate: 0.179447 loss_vfl: 0.845875 loss_bbox: 0.301321 loss_dfl: 0.196279 loss: 1.334454 eta: 2 days, 8:09:06 batch_cost: 1.9525 data_cost: 0.0012 ips: 24.5839 images/s [10/25 00:55:42] ppdet.engine INFO: Epoch: [131] [100/610] learning_rate: 0.179396 loss_vfl: 0.845008 loss_bbox: 0.287723 loss_dfl: 0.183528 loss: 1.335209 eta: 2 days, 8:08:25 batch_cost: 1.8993 data_cost: 0.0011 ips: 25.2722 images/s [10/25 00:56:27] ppdet.engine INFO: Epoch: [131] [120/610] learning_rate: 0.179346 loss_vfl: 0.863485 loss_bbox: 0.289252 loss_dfl: 0.195080 loss: 1.354874 eta: 2 days, 8:07:47 batch_cost: 1.9819 data_cost: 0.0012 ips: 24.2193 images/s [10/25 00:57:10] ppdet.engine INFO: Epoch: [131] [140/610] learning_rate: 0.179295 loss_vfl: 0.875092 loss_bbox: 0.279162 loss_dfl: 0.182211 loss: 1.329691 eta: 2 days, 8:07:07 batch_cost: 1.9505 data_cost: 0.0010 ips: 24.6088 images/s [10/25 00:57:53] ppdet.engine INFO: Epoch: [131] [160/610] learning_rate: 0.179245 loss_vfl: 0.854244 loss_bbox: 0.311060 loss_dfl: 0.195281 loss: 1.360991 eta: 2 days, 8:06:27 batch_cost: 1.9440 data_cost: 0.0011 ips: 24.6916 images/s [10/25 00:58:38] ppdet.engine INFO: Epoch: [131] [180/610] learning_rate: 0.179194 loss_vfl: 0.896786 loss_bbox: 0.287263 loss_dfl: 0.188812 loss: 1.361810 eta: 2 days, 8:05:50 batch_cost: 2.0259 data_cost: 0.0010 ips: 23.6932 images/s [10/25 00:59:21] ppdet.engine INFO: Epoch: [131] [200/610] learning_rate: 0.179144 loss_vfl: 0.855091 loss_bbox: 0.296404 loss_dfl: 0.194504 loss: 1.333427 eta: 2 days, 8:05:10 batch_cost: 1.9569 data_cost: 0.0011 ips: 24.5288 images/s [10/25 01:00:04] ppdet.engine INFO: Epoch: [131] [220/610] learning_rate: 0.179093 loss_vfl: 0.861150 loss_bbox: 0.278596 loss_dfl: 0.184500 loss: 1.340971 eta: 2 days, 8:04:31 batch_cost: 1.9673 data_cost: 0.0011 ips: 24.3994 images/s [10/25 01:00:48] ppdet.engine INFO: Epoch: [131] [240/610] learning_rate: 0.179043 loss_vfl: 0.851640 loss_bbox: 0.294531 loss_dfl: 0.188381 loss: 1.334342 eta: 2 days, 8:03:53 batch_cost: 1.9807 data_cost: 0.0011 ips: 24.2336 images/s [10/25 01:01:32] ppdet.engine INFO: Epoch: [131] [260/610] learning_rate: 0.178992 loss_vfl: 0.864930 loss_bbox: 0.274200 loss_dfl: 0.190581 loss: 1.365320 eta: 2 days, 8:03:14 batch_cost: 1.9786 data_cost: 0.0011 ips: 24.2590 images/s [10/25 01:02:15] ppdet.engine INFO: Epoch: [131] [280/610] learning_rate: 0.178941 loss_vfl: 0.850456 loss_bbox: 0.324443 loss_dfl: 0.202795 loss: 1.353673 eta: 2 days, 8:02:34 batch_cost: 1.9576 data_cost: 0.0010 ips: 24.5194 images/s [10/25 01:02:59] ppdet.engine INFO: Epoch: [131] [300/610] learning_rate: 0.178891 loss_vfl: 0.851425 loss_bbox: 0.279924 loss_dfl: 0.191097 loss: 1.312461 eta: 2 days, 8:01:56 batch_cost: 1.9962 data_cost: 0.0010 ips: 24.0458 images/s [10/25 01:03:42] ppdet.engine INFO: Epoch: [131] [320/610] learning_rate: 0.178840 loss_vfl: 0.840020 loss_bbox: 0.301731 loss_dfl: 0.196875 loss: 1.347170 eta: 2 days, 8:01:17 batch_cost: 1.9616 data_cost: 0.0010 ips: 24.4694 images/s [10/25 01:04:27] ppdet.engine INFO: Epoch: [131] [340/610] learning_rate: 0.178790 loss_vfl: 0.843931 loss_bbox: 0.270194 loss_dfl: 0.186867 loss: 1.310609 eta: 2 days, 8:00:39 batch_cost: 2.0396 data_cost: 0.0010 ips: 23.5341 images/s [10/25 01:05:10] ppdet.engine INFO: Epoch: [131] [360/610] learning_rate: 0.178739 loss_vfl: 0.859340 loss_bbox: 0.280368 loss_dfl: 0.192298 loss: 1.342696 eta: 2 days, 7:59:59 batch_cost: 1.9368 data_cost: 0.0010 ips: 24.7828 images/s [10/25 01:05:53] ppdet.engine INFO: Epoch: [131] [380/610] learning_rate: 0.178689 loss_vfl: 0.846823 loss_bbox: 0.300522 loss_dfl: 0.195973 loss: 1.355587 eta: 2 days, 7:59:20 batch_cost: 1.9488 data_cost: 0.0011 ips: 24.6310 images/s [10/25 01:06:37] ppdet.engine INFO: Epoch: [131] [400/610] learning_rate: 0.178638 loss_vfl: 0.880735 loss_bbox: 0.287571 loss_dfl: 0.186595 loss: 1.348896 eta: 2 days, 7:58:41 batch_cost: 1.9692 data_cost: 0.0011 ips: 24.3748 images/s [10/25 01:07:20] ppdet.engine INFO: Epoch: [131] [420/610] learning_rate: 0.178588 loss_vfl: 0.875589 loss_bbox: 0.299235 loss_dfl: 0.190539 loss: 1.372658 eta: 2 days, 7:58:02 batch_cost: 1.9893 data_cost: 0.0011 ips: 24.1286 images/s [10/25 01:08:04] ppdet.engine INFO: Epoch: [131] [440/610] learning_rate: 0.178537 loss_vfl: 0.842949 loss_bbox: 0.309738 loss_dfl: 0.193560 loss: 1.329950 eta: 2 days, 7:57:23 batch_cost: 1.9719 data_cost: 0.0010 ips: 24.3416 images/s [10/25 01:08:47] ppdet.engine INFO: Epoch: [131] [460/610] learning_rate: 0.178487 loss_vfl: 0.838696 loss_bbox: 0.303524 loss_dfl: 0.191921 loss: 1.320441 eta: 2 days, 7:56:45 batch_cost: 1.9916 data_cost: 0.0011 ips: 24.1012 images/s [10/25 01:09:30] ppdet.engine INFO: Epoch: [131] [480/610] learning_rate: 0.178436 loss_vfl: 0.871834 loss_bbox: 0.278629 loss_dfl: 0.187671 loss: 1.340345 eta: 2 days, 7:56:04 batch_cost: 1.9212 data_cost: 0.0011 ips: 24.9847 images/s [10/25 01:10:13] ppdet.engine INFO: Epoch: [131] [500/610] learning_rate: 0.178385 loss_vfl: 0.852343 loss_bbox: 0.299219 loss_dfl: 0.197486 loss: 1.363094 eta: 2 days, 7:55:25 batch_cost: 1.9357 data_cost: 0.0011 ips: 24.7968 images/s [10/25 01:10:56] ppdet.engine INFO: Epoch: [131] [520/610] learning_rate: 0.178335 loss_vfl: 0.841605 loss_bbox: 0.271141 loss_dfl: 0.185003 loss: 1.288517 eta: 2 days, 7:54:46 batch_cost: 1.9763 data_cost: 0.0011 ips: 24.2882 images/s [10/25 01:11:39] ppdet.engine INFO: Epoch: [131] [540/610] learning_rate: 0.178284 loss_vfl: 0.868132 loss_bbox: 0.289387 loss_dfl: 0.184173 loss: 1.359405 eta: 2 days, 7:54:06 batch_cost: 1.9556 data_cost: 0.0011 ips: 24.5449 images/s [10/25 01:12:22] ppdet.engine INFO: Epoch: [131] [560/610] learning_rate: 0.178234 loss_vfl: 0.853348 loss_bbox: 0.283720 loss_dfl: 0.186276 loss: 1.345544 eta: 2 days, 7:53:27 batch_cost: 1.9610 data_cost: 0.0011 ips: 24.4779 images/s [10/25 01:13:06] ppdet.engine INFO: Epoch: [131] [580/610] learning_rate: 0.178183 loss_vfl: 0.837920 loss_bbox: 0.288033 loss_dfl: 0.186027 loss: 1.315102 eta: 2 days, 7:52:48 batch_cost: 1.9600 data_cost: 0.0011 ips: 24.4899 images/s [10/25 01:13:48] ppdet.engine INFO: Epoch: [131] [600/610] learning_rate: 0.178132 loss_vfl: 0.851649 loss_bbox: 0.308475 loss_dfl: 0.199252 loss: 1.374499 eta: 2 days, 7:52:07 batch_cost: 1.9042 data_cost: 0.0011 ips: 25.2070 images/s [10/25 01:14:19] ppdet.engine INFO: Epoch: [132] [ 0/610] learning_rate: 0.178107 loss_vfl: 0.860305 loss_bbox: 0.308608 loss_dfl: 0.199252 loss: 1.382697 eta: 2 days, 7:51:56 batch_cost: 2.2670 data_cost: 0.1696 ips: 21.1734 images/s [10/25 01:15:03] ppdet.engine INFO: Epoch: [132] [ 20/610] learning_rate: 0.178057 loss_vfl: 0.845939 loss_bbox: 0.277210 loss_dfl: 0.192864 loss: 1.311795 eta: 2 days, 7:51:18 batch_cost: 1.9986 data_cost: 0.0012 ips: 24.0167 images/s [10/25 01:15:47] ppdet.engine INFO: Epoch: [132] [ 40/610] learning_rate: 0.178006 loss_vfl: 0.848351 loss_bbox: 0.285373 loss_dfl: 0.191000 loss: 1.327755 eta: 2 days, 7:50:38 batch_cost: 1.9461 data_cost: 0.0011 ips: 24.6642 images/s [10/25 01:16:31] ppdet.engine INFO: Epoch: [132] [ 60/610] learning_rate: 0.177955 loss_vfl: 0.856518 loss_bbox: 0.285908 loss_dfl: 0.189608 loss: 1.324245 eta: 2 days, 7:50:00 batch_cost: 1.9812 data_cost: 0.0011 ips: 24.2276 images/s [10/25 01:17:15] ppdet.engine INFO: Epoch: [132] [ 80/610] learning_rate: 0.177905 loss_vfl: 0.848881 loss_bbox: 0.296551 loss_dfl: 0.193769 loss: 1.368815 eta: 2 days, 7:49:22 batch_cost: 2.0084 data_cost: 0.0011 ips: 23.8999 images/s [10/25 01:17:59] ppdet.engine INFO: Epoch: [132] [100/610] learning_rate: 0.177854 loss_vfl: 0.863370 loss_bbox: 0.304619 loss_dfl: 0.189115 loss: 1.351012 eta: 2 days, 7:48:43 batch_cost: 1.9872 data_cost: 0.0011 ips: 24.1542 images/s [10/25 01:18:43] ppdet.engine INFO: Epoch: [132] [120/610] learning_rate: 0.177804 loss_vfl: 0.858396 loss_bbox: 0.310382 loss_dfl: 0.202672 loss: 1.371075 eta: 2 days, 7:48:05 batch_cost: 2.0097 data_cost: 0.0011 ips: 23.8839 images/s [10/25 01:19:27] ppdet.engine INFO: Epoch: [132] [140/610] learning_rate: 0.177753 loss_vfl: 0.858969 loss_bbox: 0.303016 loss_dfl: 0.192310 loss: 1.333704 eta: 2 days, 7:47:26 batch_cost: 1.9775 data_cost: 0.0011 ips: 24.2725 images/s [10/25 01:20:10] ppdet.engine INFO: Epoch: [132] [160/610] learning_rate: 0.177702 loss_vfl: 0.845138 loss_bbox: 0.287102 loss_dfl: 0.190653 loss: 1.316526 eta: 2 days, 7:46:47 batch_cost: 1.9619 data_cost: 0.0010 ips: 24.4665 images/s [10/25 01:20:52] ppdet.engine INFO: Epoch: [132] [180/610] learning_rate: 0.177652 loss_vfl: 0.848096 loss_bbox: 0.303958 loss_dfl: 0.196958 loss: 1.337558 eta: 2 days, 7:46:06 batch_cost: 1.9231 data_cost: 0.0011 ips: 24.9593 images/s [10/25 01:21:35] ppdet.engine INFO: Epoch: [132] [200/610] learning_rate: 0.177601 loss_vfl: 0.872886 loss_bbox: 0.279869 loss_dfl: 0.181358 loss: 1.340364 eta: 2 days, 7:45:28 batch_cost: 1.9778 data_cost: 0.0011 ips: 24.2695 images/s [10/25 01:22:19] ppdet.engine INFO: Epoch: [132] [220/610] learning_rate: 0.177551 loss_vfl: 0.845845 loss_bbox: 0.288510 loss_dfl: 0.190725 loss: 1.314331 eta: 2 days, 7:44:48 batch_cost: 1.9474 data_cost: 0.0011 ips: 24.6480 images/s [10/25 01:23:02] ppdet.engine INFO: Epoch: [132] [240/610] learning_rate: 0.177500 loss_vfl: 0.835178 loss_bbox: 0.279571 loss_dfl: 0.189551 loss: 1.327881 eta: 2 days, 7:44:08 batch_cost: 1.9161 data_cost: 0.0010 ips: 25.0505 images/s [10/25 01:23:46] ppdet.engine INFO: Epoch: [132] [260/610] learning_rate: 0.177449 loss_vfl: 0.844500 loss_bbox: 0.292063 loss_dfl: 0.185262 loss: 1.314181 eta: 2 days, 7:43:29 batch_cost: 1.9950 data_cost: 0.0010 ips: 24.0605 images/s [10/25 01:24:29] ppdet.engine INFO: Epoch: [132] [280/610] learning_rate: 0.177399 loss_vfl: 0.832957 loss_bbox: 0.303921 loss_dfl: 0.188830 loss: 1.333237 eta: 2 days, 7:42:50 batch_cost: 1.9519 data_cost: 0.0011 ips: 24.5920 images/s [10/25 01:25:13] ppdet.engine INFO: Epoch: [132] [300/610] learning_rate: 0.177348 loss_vfl: 0.863999 loss_bbox: 0.277895 loss_dfl: 0.183447 loss: 1.309697 eta: 2 days, 7:42:12 batch_cost: 2.0207 data_cost: 0.0011 ips: 23.7545 images/s [10/25 01:25:57] ppdet.engine INFO: Epoch: [132] [320/610] learning_rate: 0.177297 loss_vfl: 0.861819 loss_bbox: 0.301509 loss_dfl: 0.193479 loss: 1.360723 eta: 2 days, 7:41:33 batch_cost: 1.9603 data_cost: 0.0010 ips: 24.4861 images/s [10/25 01:26:41] ppdet.engine INFO: Epoch: [132] [340/610] learning_rate: 0.177247 loss_vfl: 0.841578 loss_bbox: 0.292016 loss_dfl: 0.185237 loss: 1.329869 eta: 2 days, 7:40:53 batch_cost: 1.9432 data_cost: 0.0011 ips: 24.7021 images/s [10/25 01:27:24] ppdet.engine INFO: Epoch: [132] [360/610] learning_rate: 0.177196 loss_vfl: 0.856915 loss_bbox: 0.306196 loss_dfl: 0.196031 loss: 1.336256 eta: 2 days, 7:40:13 batch_cost: 1.9487 data_cost: 0.0011 ips: 24.6313 images/s [10/25 01:28:07] ppdet.engine INFO: Epoch: [132] [380/610] learning_rate: 0.177145 loss_vfl: 0.846432 loss_bbox: 0.284265 loss_dfl: 0.189728 loss: 1.333835 eta: 2 days, 7:39:34 batch_cost: 1.9479 data_cost: 0.0010 ips: 24.6416 images/s [10/25 01:28:49] ppdet.engine INFO: Epoch: [132] [400/610] learning_rate: 0.177095 loss_vfl: 0.852649 loss_bbox: 0.303200 loss_dfl: 0.188051 loss: 1.315319 eta: 2 days, 7:38:53 batch_cost: 1.9224 data_cost: 0.0010 ips: 24.9686 images/s [10/25 01:29:33] ppdet.engine INFO: Epoch: [132] [420/610] learning_rate: 0.177044 loss_vfl: 0.855325 loss_bbox: 0.276598 loss_dfl: 0.187862 loss: 1.333615 eta: 2 days, 7:38:13 batch_cost: 1.9352 data_cost: 0.0011 ips: 24.8041 images/s [10/25 01:30:17] ppdet.engine INFO: Epoch: [132] [440/610] learning_rate: 0.176993 loss_vfl: 0.859945 loss_bbox: 0.298179 loss_dfl: 0.191548 loss: 1.363882 eta: 2 days, 7:37:35 batch_cost: 2.0034 data_cost: 0.0011 ips: 23.9589 images/s [10/25 01:31:01] ppdet.engine INFO: Epoch: [132] [460/610] learning_rate: 0.176943 loss_vfl: 0.866805 loss_bbox: 0.283432 loss_dfl: 0.189905 loss: 1.344470 eta: 2 days, 7:36:56 batch_cost: 1.9602 data_cost: 0.0011 ips: 24.4874 images/s [10/25 01:31:44] ppdet.engine INFO: Epoch: [132] [480/610] learning_rate: 0.176892 loss_vfl: 0.860621 loss_bbox: 0.285137 loss_dfl: 0.193408 loss: 1.361197 eta: 2 days, 7:36:16 batch_cost: 1.9241 data_cost: 0.0011 ips: 24.9466 images/s [10/25 01:32:26] ppdet.engine INFO: Epoch: [132] [500/610] learning_rate: 0.176841 loss_vfl: 0.858246 loss_bbox: 0.317465 loss_dfl: 0.202317 loss: 1.371636 eta: 2 days, 7:35:35 batch_cost: 1.9018 data_cost: 0.0010 ips: 25.2391 images/s [10/25 01:33:09] ppdet.engine INFO: Epoch: [132] [520/610] learning_rate: 0.176791 loss_vfl: 0.849122 loss_bbox: 0.309068 loss_dfl: 0.198365 loss: 1.370549 eta: 2 days, 7:34:55 batch_cost: 1.9507 data_cost: 0.0011 ips: 24.6064 images/s [10/25 01:33:52] ppdet.engine INFO: Epoch: [132] [540/610] learning_rate: 0.176740 loss_vfl: 0.857848 loss_bbox: 0.287966 loss_dfl: 0.188256 loss: 1.350387 eta: 2 days, 7:34:16 batch_cost: 1.9551 data_cost: 0.0011 ips: 24.5517 images/s [10/25 01:34:35] ppdet.engine INFO: Epoch: [132] [560/610] learning_rate: 0.176689 loss_vfl: 0.862644 loss_bbox: 0.297179 loss_dfl: 0.191408 loss: 1.340255 eta: 2 days, 7:33:36 batch_cost: 1.9397 data_cost: 0.0010 ips: 24.7464 images/s [10/25 01:35:18] ppdet.engine INFO: Epoch: [132] [580/610] learning_rate: 0.176639 loss_vfl: 0.849312 loss_bbox: 0.294219 loss_dfl: 0.186854 loss: 1.358340 eta: 2 days, 7:32:57 batch_cost: 1.9512 data_cost: 0.0010 ips: 24.5996 images/s [10/25 01:35:59] ppdet.engine INFO: Epoch: [132] [600/610] learning_rate: 0.176588 loss_vfl: 0.849206 loss_bbox: 0.291216 loss_dfl: 0.190731 loss: 1.353935 eta: 2 days, 7:32:14 batch_cost: 1.8380 data_cost: 0.0012 ips: 26.1149 images/s [10/25 01:36:31] ppdet.engine INFO: Epoch: [133] [ 0/610] learning_rate: 0.176563 loss_vfl: 0.854192 loss_bbox: 0.292931 loss_dfl: 0.191625 loss: 1.350278 eta: 2 days, 7:32:05 batch_cost: 2.2526 data_cost: 0.3263 ips: 21.3087 images/s [10/25 01:37:16] ppdet.engine INFO: Epoch: [133] [ 20/610] learning_rate: 0.176512 loss_vfl: 0.839607 loss_bbox: 0.306617 loss_dfl: 0.195566 loss: 1.326890 eta: 2 days, 7:31:26 batch_cost: 1.9755 data_cost: 0.0011 ips: 24.2980 images/s [10/25 01:38:00] ppdet.engine INFO: Epoch: [133] [ 40/610] learning_rate: 0.176461 loss_vfl: 0.858011 loss_bbox: 0.276960 loss_dfl: 0.191858 loss: 1.337998 eta: 2 days, 7:30:48 batch_cost: 2.0090 data_cost: 0.0011 ips: 23.8922 images/s [10/25 01:38:46] ppdet.engine INFO: Epoch: [133] [ 60/610] learning_rate: 0.176411 loss_vfl: 0.858722 loss_bbox: 0.303214 loss_dfl: 0.193474 loss: 1.365503 eta: 2 days, 7:30:11 batch_cost: 2.0660 data_cost: 0.0010 ips: 23.2337 images/s [10/25 01:39:29] ppdet.engine INFO: Epoch: [133] [ 80/610] learning_rate: 0.176360 loss_vfl: 0.841448 loss_bbox: 0.296628 loss_dfl: 0.191537 loss: 1.335943 eta: 2 days, 7:29:32 batch_cost: 1.9522 data_cost: 0.0010 ips: 24.5880 images/s [10/25 01:40:12] ppdet.engine INFO: Epoch: [133] [100/610] learning_rate: 0.176309 loss_vfl: 0.837480 loss_bbox: 0.275251 loss_dfl: 0.181624 loss: 1.302383 eta: 2 days, 7:28:51 batch_cost: 1.9203 data_cost: 0.0010 ips: 24.9956 images/s [10/25 01:40:55] ppdet.engine INFO: Epoch: [133] [120/610] learning_rate: 0.176259 loss_vfl: 0.851270 loss_bbox: 0.294127 loss_dfl: 0.191337 loss: 1.323919 eta: 2 days, 7:28:11 batch_cost: 1.9288 data_cost: 0.0011 ips: 24.8858 images/s [10/25 01:41:39] ppdet.engine INFO: Epoch: [133] [140/610] learning_rate: 0.176208 loss_vfl: 0.833416 loss_bbox: 0.281195 loss_dfl: 0.181959 loss: 1.305372 eta: 2 days, 7:27:33 batch_cost: 1.9979 data_cost: 0.0011 ips: 24.0257 images/s [10/25 01:42:23] ppdet.engine INFO: Epoch: [133] [160/610] learning_rate: 0.176157 loss_vfl: 0.847938 loss_bbox: 0.285573 loss_dfl: 0.188814 loss: 1.334322 eta: 2 days, 7:26:55 batch_cost: 2.0188 data_cost: 0.0012 ips: 23.7762 images/s [10/25 01:43:06] ppdet.engine INFO: Epoch: [133] [180/610] learning_rate: 0.176106 loss_vfl: 0.859373 loss_bbox: 0.285109 loss_dfl: 0.185020 loss: 1.330468 eta: 2 days, 7:26:16 batch_cost: 1.9705 data_cost: 0.0012 ips: 24.3590 images/s [10/25 01:43:49] ppdet.engine INFO: Epoch: [133] [200/610] learning_rate: 0.176056 loss_vfl: 0.858380 loss_bbox: 0.289907 loss_dfl: 0.185243 loss: 1.348642 eta: 2 days, 7:25:37 batch_cost: 1.9685 data_cost: 0.0012 ips: 24.3845 images/s [10/25 01:44:33] ppdet.engine INFO: Epoch: [133] [220/610] learning_rate: 0.176005 loss_vfl: 0.871616 loss_bbox: 0.294734 loss_dfl: 0.190008 loss: 1.366964 eta: 2 days, 7:24:58 batch_cost: 1.9706 data_cost: 0.0013 ips: 24.3576 images/s [10/25 01:45:17] ppdet.engine INFO: Epoch: [133] [240/610] learning_rate: 0.175954 loss_vfl: 0.868278 loss_bbox: 0.285577 loss_dfl: 0.188041 loss: 1.336269 eta: 2 days, 7:24:18 batch_cost: 1.9484 data_cost: 0.0012 ips: 24.6356 images/s [10/25 01:46:00] ppdet.engine INFO: Epoch: [133] [260/610] learning_rate: 0.175904 loss_vfl: 0.838944 loss_bbox: 0.296832 loss_dfl: 0.189627 loss: 1.345035 eta: 2 days, 7:23:39 batch_cost: 1.9613 data_cost: 0.0020 ips: 24.4732 images/s [10/25 01:46:44] ppdet.engine INFO: Epoch: [133] [280/610] learning_rate: 0.175853 loss_vfl: 0.860942 loss_bbox: 0.304525 loss_dfl: 0.199269 loss: 1.343267 eta: 2 days, 7:23:00 batch_cost: 1.9868 data_cost: 0.0011 ips: 24.1596 images/s [10/25 01:47:27] ppdet.engine INFO: Epoch: [133] [300/610] learning_rate: 0.175802 loss_vfl: 0.859075 loss_bbox: 0.293595 loss_dfl: 0.193746 loss: 1.338110 eta: 2 days, 7:22:21 batch_cost: 1.9509 data_cost: 0.0012 ips: 24.6044 images/s [10/25 01:48:10] ppdet.engine INFO: Epoch: [133] [320/610] learning_rate: 0.175751 loss_vfl: 0.839994 loss_bbox: 0.293412 loss_dfl: 0.190925 loss: 1.324996 eta: 2 days, 7:21:42 batch_cost: 1.9887 data_cost: 0.0011 ips: 24.1359 images/s [10/25 01:48:54] ppdet.engine INFO: Epoch: [133] [340/610] learning_rate: 0.175701 loss_vfl: 0.871000 loss_bbox: 0.291453 loss_dfl: 0.191585 loss: 1.344182 eta: 2 days, 7:21:03 batch_cost: 1.9703 data_cost: 0.0010 ips: 24.3615 images/s [10/25 01:49:38] ppdet.engine INFO: Epoch: [133] [360/610] learning_rate: 0.175650 loss_vfl: 0.848934 loss_bbox: 0.310776 loss_dfl: 0.199173 loss: 1.354051 eta: 2 days, 7:20:25 batch_cost: 2.0048 data_cost: 0.0011 ips: 23.9423 images/s [10/25 01:50:22] ppdet.engine INFO: Epoch: [133] [380/610] learning_rate: 0.175599 loss_vfl: 0.845171 loss_bbox: 0.295060 loss_dfl: 0.193132 loss: 1.357687 eta: 2 days, 7:19:46 batch_cost: 1.9679 data_cost: 0.0012 ips: 24.3915 images/s [10/25 01:51:06] ppdet.engine INFO: Epoch: [133] [400/610] learning_rate: 0.175548 loss_vfl: 0.843900 loss_bbox: 0.300452 loss_dfl: 0.195087 loss: 1.319229 eta: 2 days, 7:19:07 batch_cost: 1.9860 data_cost: 0.0011 ips: 24.1696 images/s [10/25 01:51:50] ppdet.engine INFO: Epoch: [133] [420/610] learning_rate: 0.175498 loss_vfl: 0.869439 loss_bbox: 0.299722 loss_dfl: 0.193153 loss: 1.368562 eta: 2 days, 7:18:28 batch_cost: 1.9841 data_cost: 0.0011 ips: 24.1927 images/s [10/25 01:52:34] ppdet.engine INFO: Epoch: [133] [440/610] learning_rate: 0.175447 loss_vfl: 0.871432 loss_bbox: 0.282156 loss_dfl: 0.185706 loss: 1.328801 eta: 2 days, 7:17:49 batch_cost: 1.9553 data_cost: 0.0012 ips: 24.5487 images/s [10/25 01:53:18] ppdet.engine INFO: Epoch: [133] [460/610] learning_rate: 0.175396 loss_vfl: 0.852181 loss_bbox: 0.276229 loss_dfl: 0.191999 loss: 1.321010 eta: 2 days, 7:17:10 batch_cost: 1.9825 data_cost: 0.0011 ips: 24.2113 images/s [10/25 01:54:02] ppdet.engine INFO: Epoch: [133] [480/610] learning_rate: 0.175345 loss_vfl: 0.857784 loss_bbox: 0.294008 loss_dfl: 0.191181 loss: 1.344863 eta: 2 days, 7:16:31 batch_cost: 1.9829 data_cost: 0.0011 ips: 24.2073 images/s [10/25 01:54:46] ppdet.engine INFO: Epoch: [133] [500/610] learning_rate: 0.175295 loss_vfl: 0.834485 loss_bbox: 0.282693 loss_dfl: 0.181063 loss: 1.303461 eta: 2 days, 7:15:53 batch_cost: 1.9922 data_cost: 0.0011 ips: 24.0936 images/s [10/25 01:55:29] ppdet.engine INFO: Epoch: [133] [520/610] learning_rate: 0.175244 loss_vfl: 0.866106 loss_bbox: 0.290253 loss_dfl: 0.191348 loss: 1.361872 eta: 2 days, 7:15:14 batch_cost: 1.9709 data_cost: 0.0011 ips: 24.3544 images/s [10/25 01:56:12] ppdet.engine INFO: Epoch: [133] [540/610] learning_rate: 0.175193 loss_vfl: 0.859011 loss_bbox: 0.294104 loss_dfl: 0.199030 loss: 1.347467 eta: 2 days, 7:14:33 batch_cost: 1.9091 data_cost: 0.0011 ips: 25.1424 images/s [10/25 01:56:56] ppdet.engine INFO: Epoch: [133] [560/610] learning_rate: 0.175142 loss_vfl: 0.841792 loss_bbox: 0.283248 loss_dfl: 0.186245 loss: 1.305855 eta: 2 days, 7:13:54 batch_cost: 1.9512 data_cost: 0.0011 ips: 24.6001 images/s [10/25 01:57:40] ppdet.engine INFO: Epoch: [133] [580/610] learning_rate: 0.175091 loss_vfl: 0.865597 loss_bbox: 0.287249 loss_dfl: 0.177203 loss: 1.351698 eta: 2 days, 7:13:15 batch_cost: 1.9847 data_cost: 0.0011 ips: 24.1845 images/s [10/25 01:58:23] ppdet.engine INFO: Epoch: [133] [600/610] learning_rate: 0.175041 loss_vfl: 0.860063 loss_bbox: 0.295569 loss_dfl: 0.193466 loss: 1.342877 eta: 2 days, 7:12:35 batch_cost: 1.9410 data_cost: 0.0012 ips: 24.7295 images/s [10/25 01:58:56] ppdet.engine INFO: Epoch: [134] [ 0/610] learning_rate: 0.175015 loss_vfl: 0.857076 loss_bbox: 0.289500 loss_dfl: 0.187843 loss: 1.336227 eta: 2 days, 7:12:27 batch_cost: 2.3853 data_cost: 0.2271 ips: 20.1236 images/s [10/25 01:59:41] ppdet.engine INFO: Epoch: [134] [ 20/610] learning_rate: 0.174965 loss_vfl: 0.842017 loss_bbox: 0.322434 loss_dfl: 0.201876 loss: 1.356849 eta: 2 days, 7:11:49 batch_cost: 2.0404 data_cost: 0.0015 ips: 23.5247 images/s [10/25 02:00:26] ppdet.engine INFO: Epoch: [134] [ 40/610] learning_rate: 0.174914 loss_vfl: 0.846646 loss_bbox: 0.301576 loss_dfl: 0.192225 loss: 1.341227 eta: 2 days, 7:11:12 batch_cost: 2.0314 data_cost: 0.0015 ips: 23.6294 images/s [10/25 02:01:10] ppdet.engine INFO: Epoch: [134] [ 60/610] learning_rate: 0.174863 loss_vfl: 0.815885 loss_bbox: 0.323277 loss_dfl: 0.204719 loss: 1.356174 eta: 2 days, 7:10:33 batch_cost: 1.9793 data_cost: 0.0015 ips: 24.2507 images/s [10/25 02:01:53] ppdet.engine INFO: Epoch: [134] [ 80/610] learning_rate: 0.174812 loss_vfl: 0.859831 loss_bbox: 0.275682 loss_dfl: 0.184118 loss: 1.340226 eta: 2 days, 7:09:53 batch_cost: 1.9160 data_cost: 0.0015 ips: 25.0519 images/s [10/25 02:02:38] ppdet.engine INFO: Epoch: [134] [100/610] learning_rate: 0.174761 loss_vfl: 0.833196 loss_bbox: 0.291274 loss_dfl: 0.193037 loss: 1.353681 eta: 2 days, 7:09:15 batch_cost: 2.0068 data_cost: 0.0015 ips: 23.9183 images/s [10/25 02:03:22] ppdet.engine INFO: Epoch: [134] [120/610] learning_rate: 0.174711 loss_vfl: 0.837384 loss_bbox: 0.276483 loss_dfl: 0.186095 loss: 1.316371 eta: 2 days, 7:08:36 batch_cost: 1.9921 data_cost: 0.0013 ips: 24.0957 images/s [10/25 02:04:06] ppdet.engine INFO: Epoch: [134] [140/610] learning_rate: 0.174660 loss_vfl: 0.851717 loss_bbox: 0.314072 loss_dfl: 0.192528 loss: 1.345598 eta: 2 days, 7:07:57 batch_cost: 1.9775 data_cost: 0.0012 ips: 24.2736 images/s [10/25 02:04:48] ppdet.engine INFO: Epoch: [134] [160/610] learning_rate: 0.174609 loss_vfl: 0.852140 loss_bbox: 0.293909 loss_dfl: 0.189695 loss: 1.347181 eta: 2 days, 7:07:17 batch_cost: 1.9215 data_cost: 0.0011 ips: 24.9808 images/s [10/25 02:05:32] ppdet.engine INFO: Epoch: [134] [180/610] learning_rate: 0.174558 loss_vfl: 0.859895 loss_bbox: 0.269812 loss_dfl: 0.179581 loss: 1.286882 eta: 2 days, 7:06:37 batch_cost: 1.9499 data_cost: 0.0011 ips: 24.6163 images/s [10/25 02:06:16] ppdet.engine INFO: Epoch: [134] [200/610] learning_rate: 0.174507 loss_vfl: 0.838695 loss_bbox: 0.310082 loss_dfl: 0.200846 loss: 1.325567 eta: 2 days, 7:06:00 batch_cost: 2.0316 data_cost: 0.0011 ips: 23.6266 images/s [10/25 02:06:58] ppdet.engine INFO: Epoch: [134] [220/610] learning_rate: 0.174457 loss_vfl: 0.828814 loss_bbox: 0.294143 loss_dfl: 0.180644 loss: 1.322062 eta: 2 days, 7:05:20 batch_cost: 1.9444 data_cost: 0.0010 ips: 24.6859 images/s [10/25 02:07:42] ppdet.engine INFO: Epoch: [134] [240/610] learning_rate: 0.174406 loss_vfl: 0.833486 loss_bbox: 0.301226 loss_dfl: 0.193646 loss: 1.330030 eta: 2 days, 7:04:41 batch_cost: 1.9773 data_cost: 0.0010 ips: 24.2760 images/s [10/25 02:08:27] ppdet.engine INFO: Epoch: [134] [260/610] learning_rate: 0.174355 loss_vfl: 0.855117 loss_bbox: 0.277198 loss_dfl: 0.189879 loss: 1.323621 eta: 2 days, 7:04:03 batch_cost: 2.0099 data_cost: 0.0011 ips: 23.8816 images/s [10/25 02:09:10] ppdet.engine INFO: Epoch: [134] [280/610] learning_rate: 0.174304 loss_vfl: 0.847764 loss_bbox: 0.290677 loss_dfl: 0.189763 loss: 1.330572 eta: 2 days, 7:03:23 batch_cost: 1.9459 data_cost: 0.0010 ips: 24.6670 images/s [10/25 02:09:55] ppdet.engine INFO: Epoch: [134] [300/610] learning_rate: 0.174253 loss_vfl: 0.843386 loss_bbox: 0.290347 loss_dfl: 0.186731 loss: 1.322183 eta: 2 days, 7:02:44 batch_cost: 1.9806 data_cost: 0.0010 ips: 24.2347 images/s [10/25 02:10:38] ppdet.engine INFO: Epoch: [134] [320/610] learning_rate: 0.174202 loss_vfl: 0.859726 loss_bbox: 0.307397 loss_dfl: 0.191981 loss: 1.352843 eta: 2 days, 7:02:05 batch_cost: 1.9627 data_cost: 0.0010 ips: 24.4565 images/s [10/25 02:11:21] ppdet.engine INFO: Epoch: [134] [340/610] learning_rate: 0.174152 loss_vfl: 0.864225 loss_bbox: 0.303255 loss_dfl: 0.192880 loss: 1.366318 eta: 2 days, 7:01:26 batch_cost: 1.9615 data_cost: 0.0010 ips: 24.4711 images/s [10/25 02:12:05] ppdet.engine INFO: Epoch: [134] [360/610] learning_rate: 0.174101 loss_vfl: 0.849544 loss_bbox: 0.290627 loss_dfl: 0.188903 loss: 1.336809 eta: 2 days, 7:00:47 batch_cost: 1.9887 data_cost: 0.0010 ips: 24.1370 images/s [10/25 02:12:49] ppdet.engine INFO: Epoch: [134] [380/610] learning_rate: 0.174050 loss_vfl: 0.861349 loss_bbox: 0.272976 loss_dfl: 0.178914 loss: 1.323151 eta: 2 days, 7:00:09 batch_cost: 1.9906 data_cost: 0.0010 ips: 24.1132 images/s [10/25 02:13:32] ppdet.engine INFO: Epoch: [134] [400/610] learning_rate: 0.173999 loss_vfl: 0.856418 loss_bbox: 0.285846 loss_dfl: 0.191945 loss: 1.330562 eta: 2 days, 6:59:29 batch_cost: 1.9256 data_cost: 0.0010 ips: 24.9274 images/s [10/25 02:14:15] ppdet.engine INFO: Epoch: [134] [420/610] learning_rate: 0.173948 loss_vfl: 0.859939 loss_bbox: 0.284283 loss_dfl: 0.190023 loss: 1.325888 eta: 2 days, 6:58:50 batch_cost: 1.9851 data_cost: 0.0010 ips: 24.1804 images/s [10/25 02:14:58] ppdet.engine INFO: Epoch: [134] [440/610] learning_rate: 0.173897 loss_vfl: 0.849884 loss_bbox: 0.291043 loss_dfl: 0.197803 loss: 1.335491 eta: 2 days, 6:58:10 batch_cost: 1.9290 data_cost: 0.0010 ips: 24.8836 images/s [10/25 02:15:43] ppdet.engine INFO: Epoch: [134] [460/610] learning_rate: 0.173847 loss_vfl: 0.868929 loss_bbox: 0.267286 loss_dfl: 0.182611 loss: 1.306512 eta: 2 days, 6:57:32 batch_cost: 2.0098 data_cost: 0.0010 ips: 23.8826 images/s [10/25 02:16:26] ppdet.engine INFO: Epoch: [134] [480/610] learning_rate: 0.173796 loss_vfl: 0.848485 loss_bbox: 0.314084 loss_dfl: 0.194870 loss: 1.369403 eta: 2 days, 6:56:51 batch_cost: 1.9250 data_cost: 0.0010 ips: 24.9349 images/s [10/25 02:17:09] ppdet.engine INFO: Epoch: [134] [500/610] learning_rate: 0.173745 loss_vfl: 0.856126 loss_bbox: 0.300669 loss_dfl: 0.193326 loss: 1.325227 eta: 2 days, 6:56:12 batch_cost: 1.9407 data_cost: 0.0010 ips: 24.7339 images/s [10/25 02:17:52] ppdet.engine INFO: Epoch: [134] [520/610] learning_rate: 0.173694 loss_vfl: 0.864390 loss_bbox: 0.313693 loss_dfl: 0.192286 loss: 1.390865 eta: 2 days, 6:55:32 batch_cost: 1.9335 data_cost: 0.0010 ips: 24.8249 images/s [10/25 02:18:35] ppdet.engine INFO: Epoch: [134] [540/610] learning_rate: 0.173643 loss_vfl: 0.863046 loss_bbox: 0.293940 loss_dfl: 0.197841 loss: 1.350573 eta: 2 days, 6:54:52 batch_cost: 1.9424 data_cost: 0.0010 ips: 24.7121 images/s [10/25 02:19:18] ppdet.engine INFO: Epoch: [134] [560/610] learning_rate: 0.173592 loss_vfl: 0.853966 loss_bbox: 0.290599 loss_dfl: 0.190982 loss: 1.357664 eta: 2 days, 6:54:13 batch_cost: 1.9724 data_cost: 0.0038 ips: 24.3357 images/s [10/25 02:20:02] ppdet.engine INFO: Epoch: [134] [580/610] learning_rate: 0.173541 loss_vfl: 0.841842 loss_bbox: 0.322248 loss_dfl: 0.199679 loss: 1.379341 eta: 2 days, 6:53:33 batch_cost: 1.9406 data_cost: 0.0010 ips: 24.7350 images/s [10/25 02:20:44] ppdet.engine INFO: Epoch: [134] [600/610] learning_rate: 0.173491 loss_vfl: 0.859294 loss_bbox: 0.290334 loss_dfl: 0.192244 loss: 1.330416 eta: 2 days, 6:52:53 batch_cost: 1.9322 data_cost: 0.0010 ips: 24.8417 images/s [10/25 02:21:17] ppdet.engine INFO: Epoch: [135] [ 0/610] learning_rate: 0.173465 loss_vfl: 0.858793 loss_bbox: 0.281913 loss_dfl: 0.193644 loss: 1.319169 eta: 2 days, 6:52:44 batch_cost: 2.3367 data_cost: 0.1511 ips: 20.5420 images/s [10/25 02:22:03] ppdet.engine INFO: Epoch: [135] [ 20/610] learning_rate: 0.173414 loss_vfl: 0.858492 loss_bbox: 0.265928 loss_dfl: 0.173489 loss: 1.305328 eta: 2 days, 6:52:06 batch_cost: 2.0370 data_cost: 0.0014 ips: 23.5638 images/s [10/25 02:22:47] ppdet.engine INFO: Epoch: [135] [ 40/610] learning_rate: 0.173363 loss_vfl: 0.856247 loss_bbox: 0.297363 loss_dfl: 0.191882 loss: 1.354055 eta: 2 days, 6:51:27 batch_cost: 1.9606 data_cost: 0.0015 ips: 24.4824 images/s [10/25 02:23:30] ppdet.engine INFO: Epoch: [135] [ 60/610] learning_rate: 0.173313 loss_vfl: 0.865681 loss_bbox: 0.284242 loss_dfl: 0.185479 loss: 1.320724 eta: 2 days, 6:50:47 batch_cost: 1.9297 data_cost: 0.0012 ips: 24.8737 images/s [10/25 02:24:13] ppdet.engine INFO: Epoch: [135] [ 80/610] learning_rate: 0.173262 loss_vfl: 0.864683 loss_bbox: 0.296039 loss_dfl: 0.198449 loss: 1.353907 eta: 2 days, 6:50:07 batch_cost: 1.9403 data_cost: 0.0013 ips: 24.7388 images/s [10/25 02:24:57] ppdet.engine INFO: Epoch: [135] [100/610] learning_rate: 0.173211 loss_vfl: 0.858149 loss_bbox: 0.293470 loss_dfl: 0.191063 loss: 1.332629 eta: 2 days, 6:49:29 batch_cost: 2.0039 data_cost: 0.0012 ips: 23.9531 images/s [10/25 02:25:40] ppdet.engine INFO: Epoch: [135] [120/610] learning_rate: 0.173160 loss_vfl: 0.824450 loss_bbox: 0.302562 loss_dfl: 0.186915 loss: 1.322050 eta: 2 days, 6:48:50 batch_cost: 1.9589 data_cost: 0.0011 ips: 24.5037 images/s [10/25 02:26:23] ppdet.engine INFO: Epoch: [135] [140/610] learning_rate: 0.173109 loss_vfl: 0.828279 loss_bbox: 0.279170 loss_dfl: 0.189169 loss: 1.305822 eta: 2 days, 6:48:10 batch_cost: 1.9655 data_cost: 0.0012 ips: 24.4219 images/s [10/25 02:27:07] ppdet.engine INFO: Epoch: [135] [160/610] learning_rate: 0.173058 loss_vfl: 0.856047 loss_bbox: 0.308416 loss_dfl: 0.192684 loss: 1.356576 eta: 2 days, 6:47:32 batch_cost: 1.9776 data_cost: 0.0012 ips: 24.2720 images/s [10/25 02:27:50] ppdet.engine INFO: Epoch: [135] [180/610] learning_rate: 0.173007 loss_vfl: 0.850024 loss_bbox: 0.286407 loss_dfl: 0.185834 loss: 1.323918 eta: 2 days, 6:46:52 batch_cost: 1.9433 data_cost: 0.0011 ips: 24.7002 images/s [10/25 02:28:34] ppdet.engine INFO: Epoch: [135] [200/610] learning_rate: 0.172956 loss_vfl: 0.858314 loss_bbox: 0.313084 loss_dfl: 0.203438 loss: 1.385684 eta: 2 days, 6:46:14 batch_cost: 2.0069 data_cost: 0.0044 ips: 23.9174 images/s [10/25 02:29:16] ppdet.engine INFO: Epoch: [135] [220/610] learning_rate: 0.172905 loss_vfl: 0.837900 loss_bbox: 0.280080 loss_dfl: 0.182407 loss: 1.293007 eta: 2 days, 6:45:32 batch_cost: 1.8796 data_cost: 0.0010 ips: 25.5374 images/s [10/25 02:29:59] ppdet.engine INFO: Epoch: [135] [240/610] learning_rate: 0.172855 loss_vfl: 0.847619 loss_bbox: 0.286892 loss_dfl: 0.191027 loss: 1.342352 eta: 2 days, 6:44:53 batch_cost: 1.9470 data_cost: 0.0011 ips: 24.6533 images/s [10/25 02:30:43] ppdet.engine INFO: Epoch: [135] [260/610] learning_rate: 0.172804 loss_vfl: 0.860342 loss_bbox: 0.287519 loss_dfl: 0.192957 loss: 1.328445 eta: 2 days, 6:44:14 batch_cost: 1.9644 data_cost: 0.0010 ips: 24.4353 images/s [10/25 02:31:26] ppdet.engine INFO: Epoch: [135] [280/610] learning_rate: 0.172753 loss_vfl: 0.832240 loss_bbox: 0.291979 loss_dfl: 0.192290 loss: 1.315718 eta: 2 days, 6:43:33 batch_cost: 1.9095 data_cost: 0.0011 ips: 25.1369 images/s [10/25 02:32:09] ppdet.engine INFO: Epoch: [135] [300/610] learning_rate: 0.172702 loss_vfl: 0.836976 loss_bbox: 0.299574 loss_dfl: 0.194295 loss: 1.327731 eta: 2 days, 6:42:54 batch_cost: 1.9770 data_cost: 0.0011 ips: 24.2793 images/s [10/25 02:32:53] ppdet.engine INFO: Epoch: [135] [320/610] learning_rate: 0.172651 loss_vfl: 0.850111 loss_bbox: 0.299731 loss_dfl: 0.193470 loss: 1.367002 eta: 2 days, 6:42:15 batch_cost: 1.9798 data_cost: 0.0011 ips: 24.2454 images/s [10/25 02:33:37] ppdet.engine INFO: Epoch: [135] [340/610] learning_rate: 0.172600 loss_vfl: 0.865769 loss_bbox: 0.300798 loss_dfl: 0.189439 loss: 1.350640 eta: 2 days, 6:41:36 batch_cost: 1.9691 data_cost: 0.0011 ips: 24.3762 images/s [10/25 02:34:20] ppdet.engine INFO: Epoch: [135] [360/610] learning_rate: 0.172549 loss_vfl: 0.848989 loss_bbox: 0.299339 loss_dfl: 0.197872 loss: 1.343684 eta: 2 days, 6:40:57 batch_cost: 1.9518 data_cost: 0.0011 ips: 24.5933 images/s [10/25 02:35:04] ppdet.engine INFO: Epoch: [135] [380/610] learning_rate: 0.172498 loss_vfl: 0.861646 loss_bbox: 0.311649 loss_dfl: 0.199926 loss: 1.373403 eta: 2 days, 6:40:18 batch_cost: 1.9843 data_cost: 0.0011 ips: 24.1901 images/s [10/25 02:35:48] ppdet.engine INFO: Epoch: [135] [400/610] learning_rate: 0.172447 loss_vfl: 0.830122 loss_bbox: 0.296787 loss_dfl: 0.190729 loss: 1.322501 eta: 2 days, 6:39:39 batch_cost: 1.9825 data_cost: 0.0010 ips: 24.2115 images/s [10/25 02:36:30] ppdet.engine INFO: Epoch: [135] [420/610] learning_rate: 0.172396 loss_vfl: 0.834227 loss_bbox: 0.300482 loss_dfl: 0.184875 loss: 1.321918 eta: 2 days, 6:38:58 batch_cost: 1.9057 data_cost: 0.0010 ips: 25.1873 images/s [10/25 02:37:13] ppdet.engine INFO: Epoch: [135] [440/610] learning_rate: 0.172345 loss_vfl: 0.863619 loss_bbox: 0.289664 loss_dfl: 0.194946 loss: 1.338969 eta: 2 days, 6:38:19 batch_cost: 1.9529 data_cost: 0.0010 ips: 24.5793 images/s [10/25 02:37:57] ppdet.engine INFO: Epoch: [135] [460/610] learning_rate: 0.172294 loss_vfl: 0.840955 loss_bbox: 0.297137 loss_dfl: 0.189219 loss: 1.340870 eta: 2 days, 6:37:40 batch_cost: 1.9591 data_cost: 0.0011 ips: 24.5014 images/s [10/25 02:38:41] ppdet.engine INFO: Epoch: [135] [480/610] learning_rate: 0.172244 loss_vfl: 0.857505 loss_bbox: 0.286422 loss_dfl: 0.186742 loss: 1.347482 eta: 2 days, 6:37:00 batch_cost: 1.9662 data_cost: 0.0011 ips: 24.4126 images/s [10/25 02:39:23] ppdet.engine INFO: Epoch: [135] [500/610] learning_rate: 0.172193 loss_vfl: 0.862501 loss_bbox: 0.287209 loss_dfl: 0.191817 loss: 1.333489 eta: 2 days, 6:36:20 batch_cost: 1.9364 data_cost: 0.0010 ips: 24.7889 images/s [10/25 02:40:06] ppdet.engine INFO: Epoch: [135] [520/610] learning_rate: 0.172142 loss_vfl: 0.827277 loss_bbox: 0.286093 loss_dfl: 0.197203 loss: 1.310525 eta: 2 days, 6:35:40 batch_cost: 1.9292 data_cost: 0.0011 ips: 24.8808 images/s [10/25 02:40:49] ppdet.engine INFO: Epoch: [135] [540/610] learning_rate: 0.172091 loss_vfl: 0.847842 loss_bbox: 0.308474 loss_dfl: 0.194656 loss: 1.355379 eta: 2 days, 6:34:59 batch_cost: 1.8908 data_cost: 0.0011 ips: 25.3865 images/s [10/25 02:41:31] ppdet.engine INFO: Epoch: [135] [560/610] learning_rate: 0.172040 loss_vfl: 0.824624 loss_bbox: 0.290793 loss_dfl: 0.193967 loss: 1.327274 eta: 2 days, 6:34:19 batch_cost: 1.9183 data_cost: 0.0012 ips: 25.0219 images/s [10/25 02:42:15] ppdet.engine INFO: Epoch: [135] [580/610] learning_rate: 0.171989 loss_vfl: 0.848129 loss_bbox: 0.281980 loss_dfl: 0.192352 loss: 1.335274 eta: 2 days, 6:33:40 batch_cost: 1.9656 data_cost: 0.0012 ips: 24.4205 images/s [10/25 02:42:56] ppdet.engine INFO: Epoch: [135] [600/610] learning_rate: 0.171938 loss_vfl: 0.842167 loss_bbox: 0.307126 loss_dfl: 0.199076 loss: 1.360616 eta: 2 days, 6:32:58 batch_cost: 1.8699 data_cost: 0.0012 ips: 25.6697 images/s [10/25 02:43:29] ppdet.engine INFO: Epoch: [136] [ 0/610] learning_rate: 0.171912 loss_vfl: 0.844639 loss_bbox: 0.289263 loss_dfl: 0.200182 loss: 1.354510 eta: 2 days, 6:32:49 batch_cost: 2.3017 data_cost: 0.2084 ips: 20.8540 images/s [10/25 02:44:14] ppdet.engine INFO: Epoch: [136] [ 20/610] learning_rate: 0.171862 loss_vfl: 0.867369 loss_bbox: 0.303306 loss_dfl: 0.190227 loss: 1.318481 eta: 2 days, 6:32:11 batch_cost: 2.0085 data_cost: 0.0016 ips: 23.8985 images/s [10/25 02:44:58] ppdet.engine INFO: Epoch: [136] [ 40/610] learning_rate: 0.171811 loss_vfl: 0.842775 loss_bbox: 0.308849 loss_dfl: 0.202735 loss: 1.373005 eta: 2 days, 6:31:32 batch_cost: 1.9712 data_cost: 0.0011 ips: 24.3508 images/s [10/25 02:45:42] ppdet.engine INFO: Epoch: [136] [ 60/610] learning_rate: 0.171760 loss_vfl: 0.856867 loss_bbox: 0.297926 loss_dfl: 0.194171 loss: 1.346794 eta: 2 days, 6:30:53 batch_cost: 1.9790 data_cost: 0.0011 ips: 24.2546 images/s [10/25 02:46:26] ppdet.engine INFO: Epoch: [136] [ 80/610] learning_rate: 0.171709 loss_vfl: 0.845554 loss_bbox: 0.300517 loss_dfl: 0.195454 loss: 1.331436 eta: 2 days, 6:30:14 batch_cost: 1.9952 data_cost: 0.0011 ips: 24.0579 images/s [10/25 02:47:09] ppdet.engine INFO: Epoch: [136] [100/610] learning_rate: 0.171658 loss_vfl: 0.830534 loss_bbox: 0.296921 loss_dfl: 0.193909 loss: 1.317242 eta: 2 days, 6:29:35 batch_cost: 1.9585 data_cost: 0.0012 ips: 24.5092 images/s [10/25 02:47:53] ppdet.engine INFO: Epoch: [136] [120/610] learning_rate: 0.171607 loss_vfl: 0.848827 loss_bbox: 0.294271 loss_dfl: 0.192310 loss: 1.339507 eta: 2 days, 6:28:55 batch_cost: 1.9357 data_cost: 0.0012 ips: 24.7968 images/s [10/25 02:48:36] ppdet.engine INFO: Epoch: [136] [140/610] learning_rate: 0.171556 loss_vfl: 0.866879 loss_bbox: 0.281155 loss_dfl: 0.192587 loss: 1.340626 eta: 2 days, 6:28:15 batch_cost: 1.9370 data_cost: 0.0010 ips: 24.7808 images/s [10/25 02:49:19] ppdet.engine INFO: Epoch: [136] [160/610] learning_rate: 0.171505 loss_vfl: 0.843180 loss_bbox: 0.294058 loss_dfl: 0.188853 loss: 1.342241 eta: 2 days, 6:27:35 batch_cost: 1.9309 data_cost: 0.0014 ips: 24.8595 images/s [10/25 02:50:03] ppdet.engine INFO: Epoch: [136] [180/610] learning_rate: 0.171454 loss_vfl: 0.859539 loss_bbox: 0.295928 loss_dfl: 0.196389 loss: 1.349709 eta: 2 days, 6:26:57 batch_cost: 2.0060 data_cost: 0.0011 ips: 23.9285 images/s [10/25 02:50:46] ppdet.engine INFO: Epoch: [136] [200/610] learning_rate: 0.171403 loss_vfl: 0.845197 loss_bbox: 0.284335 loss_dfl: 0.189400 loss: 1.325982 eta: 2 days, 6:26:16 batch_cost: 1.8968 data_cost: 0.0011 ips: 25.3057 images/s [10/25 02:51:29] ppdet.engine INFO: Epoch: [136] [220/610] learning_rate: 0.171352 loss_vfl: 0.859559 loss_bbox: 0.301044 loss_dfl: 0.192497 loss: 1.338086 eta: 2 days, 6:25:36 batch_cost: 1.9141 data_cost: 0.0011 ips: 25.0769 images/s [10/25 02:52:13] ppdet.engine INFO: Epoch: [136] [240/610] learning_rate: 0.171301 loss_vfl: 0.841311 loss_bbox: 0.291476 loss_dfl: 0.189528 loss: 1.327427 eta: 2 days, 6:24:57 batch_cost: 2.0022 data_cost: 0.0012 ips: 23.9734 images/s [10/25 02:52:57] ppdet.engine INFO: Epoch: [136] [260/610] learning_rate: 0.171250 loss_vfl: 0.853997 loss_bbox: 0.272027 loss_dfl: 0.190753 loss: 1.320236 eta: 2 days, 6:24:19 batch_cost: 2.0066 data_cost: 0.0011 ips: 23.9211 images/s [10/25 02:53:41] ppdet.engine INFO: Epoch: [136] [280/610] learning_rate: 0.171199 loss_vfl: 0.827015 loss_bbox: 0.271534 loss_dfl: 0.183359 loss: 1.295584 eta: 2 days, 6:23:40 batch_cost: 1.9776 data_cost: 0.0010 ips: 24.2715 images/s [10/25 02:54:24] ppdet.engine INFO: Epoch: [136] [300/610] learning_rate: 0.171148 loss_vfl: 0.863757 loss_bbox: 0.288823 loss_dfl: 0.182019 loss: 1.347924 eta: 2 days, 6:23:00 batch_cost: 1.9177 data_cost: 0.0011 ips: 25.0297 images/s [10/25 02:55:07] ppdet.engine INFO: Epoch: [136] [320/610] learning_rate: 0.171097 loss_vfl: 0.858167 loss_bbox: 0.298793 loss_dfl: 0.192716 loss: 1.346832 eta: 2 days, 6:22:20 batch_cost: 1.9612 data_cost: 0.0011 ips: 24.4753 images/s [10/25 02:55:51] ppdet.engine INFO: Epoch: [136] [340/610] learning_rate: 0.171046 loss_vfl: 0.856342 loss_bbox: 0.309849 loss_dfl: 0.194178 loss: 1.363922 eta: 2 days, 6:21:41 batch_cost: 1.9581 data_cost: 0.0011 ips: 24.5131 images/s [10/25 02:56:34] ppdet.engine INFO: Epoch: [136] [360/610] learning_rate: 0.170995 loss_vfl: 0.855973 loss_bbox: 0.308357 loss_dfl: 0.198358 loss: 1.366625 eta: 2 days, 6:21:01 batch_cost: 1.9219 data_cost: 0.0012 ips: 24.9753 images/s [10/25 02:57:16] ppdet.engine INFO: Epoch: [136] [380/610] learning_rate: 0.170944 loss_vfl: 0.858570 loss_bbox: 0.294164 loss_dfl: 0.189819 loss: 1.332425 eta: 2 days, 6:20:20 batch_cost: 1.8995 data_cost: 0.0011 ips: 25.2704 images/s [10/25 02:57:59] ppdet.engine INFO: Epoch: [136] [400/610] learning_rate: 0.170893 loss_vfl: 0.879718 loss_bbox: 0.293289 loss_dfl: 0.186600 loss: 1.359879 eta: 2 days, 6:19:41 batch_cost: 1.9654 data_cost: 0.0010 ips: 24.4222 images/s [10/25 02:58:42] ppdet.engine INFO: Epoch: [136] [420/610] learning_rate: 0.170842 loss_vfl: 0.857877 loss_bbox: 0.291108 loss_dfl: 0.192689 loss: 1.374443 eta: 2 days, 6:19:01 batch_cost: 1.9209 data_cost: 0.0011 ips: 24.9880 images/s [10/25 02:59:25] ppdet.engine INFO: Epoch: [136] [440/610] learning_rate: 0.170791 loss_vfl: 0.848144 loss_bbox: 0.290031 loss_dfl: 0.186515 loss: 1.319897 eta: 2 days, 6:18:21 batch_cost: 1.9404 data_cost: 0.0011 ips: 24.7367 images/s [10/25 03:00:08] ppdet.engine INFO: Epoch: [136] [460/610] learning_rate: 0.170740 loss_vfl: 0.887515 loss_bbox: 0.281186 loss_dfl: 0.187324 loss: 1.345878 eta: 2 days, 6:17:41 batch_cost: 1.9270 data_cost: 0.0011 ips: 24.9090 images/s [10/25 03:00:51] ppdet.engine INFO: Epoch: [136] [480/610] learning_rate: 0.170689 loss_vfl: 0.859511 loss_bbox: 0.275887 loss_dfl: 0.183814 loss: 1.310525 eta: 2 days, 6:17:01 batch_cost: 1.9607 data_cost: 0.0011 ips: 24.4810 images/s [10/25 03:01:34] ppdet.engine INFO: Epoch: [136] [500/610] learning_rate: 0.170638 loss_vfl: 0.853685 loss_bbox: 0.287032 loss_dfl: 0.190318 loss: 1.334181 eta: 2 days, 6:16:22 batch_cost: 1.9460 data_cost: 0.0012 ips: 24.6654 images/s [10/25 03:02:18] ppdet.engine INFO: Epoch: [136] [520/610] learning_rate: 0.170587 loss_vfl: 0.872336 loss_bbox: 0.294332 loss_dfl: 0.196561 loss: 1.366505 eta: 2 days, 6:15:43 batch_cost: 1.9786 data_cost: 0.0011 ips: 24.2590 images/s [10/25 03:03:02] ppdet.engine INFO: Epoch: [136] [540/610] learning_rate: 0.170536 loss_vfl: 0.870454 loss_bbox: 0.294182 loss_dfl: 0.189962 loss: 1.356682 eta: 2 days, 6:15:04 batch_cost: 1.9880 data_cost: 0.0013 ips: 24.1451 images/s [10/25 03:03:45] ppdet.engine INFO: Epoch: [136] [560/610] learning_rate: 0.170485 loss_vfl: 0.867460 loss_bbox: 0.293103 loss_dfl: 0.187573 loss: 1.327681 eta: 2 days, 6:14:24 batch_cost: 1.9178 data_cost: 0.0011 ips: 25.0287 images/s [10/25 03:04:29] ppdet.engine INFO: Epoch: [136] [580/610] learning_rate: 0.170434 loss_vfl: 0.870213 loss_bbox: 0.303814 loss_dfl: 0.196499 loss: 1.366389 eta: 2 days, 6:13:45 batch_cost: 1.9711 data_cost: 0.0011 ips: 24.3518 images/s [10/25 03:05:11] ppdet.engine INFO: Epoch: [136] [600/610] learning_rate: 0.170383 loss_vfl: 0.881808 loss_bbox: 0.279210 loss_dfl: 0.188432 loss: 1.357579 eta: 2 days, 6:13:05 batch_cost: 1.9363 data_cost: 0.0011 ips: 24.7890 images/s [10/25 03:05:44] ppdet.engine INFO: Epoch: [137] [ 0/610] learning_rate: 0.170357 loss_vfl: 0.854378 loss_bbox: 0.266137 loss_dfl: 0.185424 loss: 1.317336 eta: 2 days, 6:12:56 batch_cost: 2.3758 data_cost: 0.2497 ips: 20.2040 images/s [10/25 03:06:28] ppdet.engine INFO: Epoch: [137] [ 20/610] learning_rate: 0.170306 loss_vfl: 0.864132 loss_bbox: 0.283253 loss_dfl: 0.187590 loss: 1.333632 eta: 2 days, 6:12:17 batch_cost: 1.9818 data_cost: 0.0012 ips: 24.2199 images/s [10/25 03:07:12] ppdet.engine INFO: Epoch: [137] [ 40/610] learning_rate: 0.170255 loss_vfl: 0.845783 loss_bbox: 0.293840 loss_dfl: 0.182991 loss: 1.315095 eta: 2 days, 6:11:39 batch_cost: 2.0008 data_cost: 0.0011 ips: 23.9900 images/s [10/25 03:07:56] ppdet.engine INFO: Epoch: [137] [ 60/610] learning_rate: 0.170204 loss_vfl: 0.859624 loss_bbox: 0.299430 loss_dfl: 0.189063 loss: 1.356372 eta: 2 days, 6:11:00 batch_cost: 1.9884 data_cost: 0.0011 ips: 24.1403 images/s [10/25 03:08:40] ppdet.engine INFO: Epoch: [137] [ 80/610] learning_rate: 0.170153 loss_vfl: 0.863318 loss_bbox: 0.283467 loss_dfl: 0.184002 loss: 1.324943 eta: 2 days, 6:10:20 batch_cost: 1.9488 data_cost: 0.0010 ips: 24.6309 images/s [10/25 03:09:24] ppdet.engine INFO: Epoch: [137] [100/610] learning_rate: 0.170102 loss_vfl: 0.841207 loss_bbox: 0.272265 loss_dfl: 0.182460 loss: 1.302769 eta: 2 days, 6:09:42 batch_cost: 1.9983 data_cost: 0.0011 ips: 24.0199 images/s [10/25 03:10:08] ppdet.engine INFO: Epoch: [137] [120/610] learning_rate: 0.170051 loss_vfl: 0.846909 loss_bbox: 0.297810 loss_dfl: 0.184464 loss: 1.326144 eta: 2 days, 6:09:03 batch_cost: 1.9896 data_cost: 0.0011 ips: 24.1258 images/s [10/25 03:10:51] ppdet.engine INFO: Epoch: [137] [140/610] learning_rate: 0.170000 loss_vfl: 0.849112 loss_bbox: 0.283067 loss_dfl: 0.191141 loss: 1.326811 eta: 2 days, 6:08:23 batch_cost: 1.9233 data_cost: 0.0011 ips: 24.9576 images/s [10/25 03:11:34] ppdet.engine INFO: Epoch: [137] [160/610] learning_rate: 0.169949 loss_vfl: 0.841975 loss_bbox: 0.281357 loss_dfl: 0.187223 loss: 1.333160 eta: 2 days, 6:07:44 batch_cost: 1.9706 data_cost: 0.0011 ips: 24.3580 images/s [10/25 03:12:17] ppdet.engine INFO: Epoch: [137] [180/610] learning_rate: 0.169898 loss_vfl: 0.861344 loss_bbox: 0.276004 loss_dfl: 0.195790 loss: 1.346906 eta: 2 days, 6:07:04 batch_cost: 1.9217 data_cost: 0.0010 ips: 24.9774 images/s [10/25 03:13:00] ppdet.engine INFO: Epoch: [137] [200/610] learning_rate: 0.169847 loss_vfl: 0.838122 loss_bbox: 0.292427 loss_dfl: 0.190590 loss: 1.324564 eta: 2 days, 6:06:25 batch_cost: 1.9791 data_cost: 0.0010 ips: 24.2530 images/s [10/25 03:13:43] ppdet.engine INFO: Epoch: [137] [220/610] learning_rate: 0.169796 loss_vfl: 0.842929 loss_bbox: 0.281619 loss_dfl: 0.185441 loss: 1.317633 eta: 2 days, 6:05:45 batch_cost: 1.9255 data_cost: 0.0010 ips: 24.9283 images/s [10/25 03:14:27] ppdet.engine INFO: Epoch: [137] [240/610] learning_rate: 0.169745 loss_vfl: 0.834868 loss_bbox: 0.282408 loss_dfl: 0.190650 loss: 1.331334 eta: 2 days, 6:05:06 batch_cost: 1.9726 data_cost: 0.0010 ips: 24.3329 images/s [10/25 03:15:10] ppdet.engine INFO: Epoch: [137] [260/610] learning_rate: 0.169694 loss_vfl: 0.840698 loss_bbox: 0.294195 loss_dfl: 0.190792 loss: 1.327231 eta: 2 days, 6:04:26 batch_cost: 1.9534 data_cost: 0.0010 ips: 24.5726 images/s [10/25 03:15:54] ppdet.engine INFO: Epoch: [137] [280/610] learning_rate: 0.169643 loss_vfl: 0.861138 loss_bbox: 0.289999 loss_dfl: 0.194928 loss: 1.331792 eta: 2 days, 6:03:47 batch_cost: 1.9805 data_cost: 0.0010 ips: 24.2364 images/s [10/25 03:16:37] ppdet.engine INFO: Epoch: [137] [300/610] learning_rate: 0.169592 loss_vfl: 0.845371 loss_bbox: 0.287565 loss_dfl: 0.189380 loss: 1.321514 eta: 2 days, 6:03:07 batch_cost: 1.9304 data_cost: 0.0011 ips: 24.8652 images/s [10/25 03:17:21] ppdet.engine INFO: Epoch: [137] [320/610] learning_rate: 0.169541 loss_vfl: 0.864397 loss_bbox: 0.288668 loss_dfl: 0.193765 loss: 1.345193 eta: 2 days, 6:02:29 batch_cost: 1.9841 data_cost: 0.0012 ips: 24.1921 images/s [10/25 03:18:04] ppdet.engine INFO: Epoch: [137] [340/610] learning_rate: 0.169490 loss_vfl: 0.864905 loss_bbox: 0.276462 loss_dfl: 0.190381 loss: 1.335653 eta: 2 days, 6:01:49 batch_cost: 1.9518 data_cost: 0.0011 ips: 24.5924 images/s [10/25 03:18:47] ppdet.engine INFO: Epoch: [137] [360/610] learning_rate: 0.169439 loss_vfl: 0.858663 loss_bbox: 0.300395 loss_dfl: 0.197306 loss: 1.366862 eta: 2 days, 6:01:09 batch_cost: 1.9383 data_cost: 0.0010 ips: 24.7644 images/s [10/25 03:19:30] ppdet.engine INFO: Epoch: [137] [380/610] learning_rate: 0.169387 loss_vfl: 0.853608 loss_bbox: 0.298581 loss_dfl: 0.187373 loss: 1.343047 eta: 2 days, 6:00:30 batch_cost: 1.9426 data_cost: 0.0010 ips: 24.7095 images/s [10/25 03:20:13] ppdet.engine INFO: Epoch: [137] [400/610] learning_rate: 0.169336 loss_vfl: 0.844382 loss_bbox: 0.279708 loss_dfl: 0.185129 loss: 1.300038 eta: 2 days, 5:59:50 batch_cost: 1.9471 data_cost: 0.0011 ips: 24.6522 images/s [10/25 03:20:57] ppdet.engine INFO: Epoch: [137] [420/610] learning_rate: 0.169285 loss_vfl: 0.843428 loss_bbox: 0.282074 loss_dfl: 0.182727 loss: 1.326309 eta: 2 days, 5:59:11 batch_cost: 1.9796 data_cost: 0.0011 ips: 24.2468 images/s [10/25 03:21:40] ppdet.engine INFO: Epoch: [137] [440/610] learning_rate: 0.169234 loss_vfl: 0.861594 loss_bbox: 0.288135 loss_dfl: 0.186822 loss: 1.344227 eta: 2 days, 5:58:33 batch_cost: 1.9995 data_cost: 0.0010 ips: 24.0057 images/s [10/25 03:22:24] ppdet.engine INFO: Epoch: [137] [460/610] learning_rate: 0.169183 loss_vfl: 0.852581 loss_bbox: 0.276163 loss_dfl: 0.184695 loss: 1.317199 eta: 2 days, 5:57:53 batch_cost: 1.9561 data_cost: 0.0010 ips: 24.5382 images/s [10/25 03:23:06] ppdet.engine INFO: Epoch: [137] [480/610] learning_rate: 0.169132 loss_vfl: 0.842865 loss_bbox: 0.291353 loss_dfl: 0.193558 loss: 1.342029 eta: 2 days, 5:57:14 batch_cost: 1.9466 data_cost: 0.0010 ips: 24.6582 images/s [10/25 03:23:50] ppdet.engine INFO: Epoch: [137] [500/610] learning_rate: 0.169081 loss_vfl: 0.862281 loss_bbox: 0.314565 loss_dfl: 0.192634 loss: 1.387195 eta: 2 days, 5:56:35 batch_cost: 1.9712 data_cost: 0.0010 ips: 24.3500 images/s [10/25 03:24:34] ppdet.engine INFO: Epoch: [137] [520/610] learning_rate: 0.169030 loss_vfl: 0.851210 loss_bbox: 0.299751 loss_dfl: 0.195373 loss: 1.350483 eta: 2 days, 5:55:56 batch_cost: 1.9785 data_cost: 0.0010 ips: 24.2609 images/s [10/25 03:25:18] ppdet.engine INFO: Epoch: [137] [540/610] learning_rate: 0.168979 loss_vfl: 0.855309 loss_bbox: 0.289960 loss_dfl: 0.190881 loss: 1.322766 eta: 2 days, 5:55:16 batch_cost: 1.9597 data_cost: 0.0010 ips: 24.4935 images/s [10/25 03:26:00] ppdet.engine INFO: Epoch: [137] [560/610] learning_rate: 0.168928 loss_vfl: 0.860968 loss_bbox: 0.291131 loss_dfl: 0.188562 loss: 1.373296 eta: 2 days, 5:54:37 batch_cost: 1.9468 data_cost: 0.0010 ips: 24.6563 images/s [10/25 03:26:43] ppdet.engine INFO: Epoch: [137] [580/610] learning_rate: 0.168877 loss_vfl: 0.864087 loss_bbox: 0.288945 loss_dfl: 0.192984 loss: 1.349375 eta: 2 days, 5:53:57 batch_cost: 1.9375 data_cost: 0.0010 ips: 24.7746 images/s [10/25 03:27:25] ppdet.engine INFO: Epoch: [137] [600/610] learning_rate: 0.168826 loss_vfl: 0.856207 loss_bbox: 0.298172 loss_dfl: 0.191568 loss: 1.336267 eta: 2 days, 5:53:15 batch_cost: 1.8595 data_cost: 0.0011 ips: 25.8138 images/s [10/25 03:27:58] ppdet.engine INFO: Epoch: [138] [ 0/610] learning_rate: 0.168800 loss_vfl: 0.841991 loss_bbox: 0.279146 loss_dfl: 0.182195 loss: 1.330361 eta: 2 days, 5:53:06 batch_cost: 2.3502 data_cost: 0.3334 ips: 20.4236 images/s [10/25 03:28:42] ppdet.engine INFO: Epoch: [138] [ 20/610] learning_rate: 0.168749 loss_vfl: 0.842641 loss_bbox: 0.306006 loss_dfl: 0.196437 loss: 1.341304 eta: 2 days, 5:52:28 batch_cost: 1.9963 data_cost: 0.0012 ips: 24.0440 images/s [10/25 03:29:27] ppdet.engine INFO: Epoch: [138] [ 40/610] learning_rate: 0.168698 loss_vfl: 0.820327 loss_bbox: 0.310127 loss_dfl: 0.191412 loss: 1.318042 eta: 2 days, 5:51:50 batch_cost: 2.0195 data_cost: 0.0012 ips: 23.7686 images/s [10/25 03:30:11] ppdet.engine INFO: Epoch: [138] [ 60/610] learning_rate: 0.168647 loss_vfl: 0.862121 loss_bbox: 0.283392 loss_dfl: 0.191527 loss: 1.335793 eta: 2 days, 5:51:11 batch_cost: 1.9620 data_cost: 0.0010 ips: 24.4651 images/s [10/25 03:30:53] ppdet.engine INFO: Epoch: [138] [ 80/610] learning_rate: 0.168596 loss_vfl: 0.845788 loss_bbox: 0.297407 loss_dfl: 0.194491 loss: 1.340663 eta: 2 days, 5:50:30 batch_cost: 1.9177 data_cost: 0.0010 ips: 25.0295 images/s [10/25 03:31:37] ppdet.engine INFO: Epoch: [138] [100/610] learning_rate: 0.168544 loss_vfl: 0.848229 loss_bbox: 0.300659 loss_dfl: 0.190335 loss: 1.313927 eta: 2 days, 5:49:52 batch_cost: 1.9940 data_cost: 0.0010 ips: 24.0728 images/s [10/25 03:32:20] ppdet.engine INFO: Epoch: [138] [120/610] learning_rate: 0.168493 loss_vfl: 0.816156 loss_bbox: 0.298640 loss_dfl: 0.192062 loss: 1.309933 eta: 2 days, 5:49:13 batch_cost: 1.9758 data_cost: 0.0010 ips: 24.2934 images/s [10/25 03:33:03] ppdet.engine INFO: Epoch: [138] [140/610] learning_rate: 0.168442 loss_vfl: 0.827369 loss_bbox: 0.288101 loss_dfl: 0.188827 loss: 1.317288 eta: 2 days, 5:48:33 batch_cost: 1.9491 data_cost: 0.0010 ips: 24.6268 images/s [10/25 03:33:46] ppdet.engine INFO: Epoch: [138] [160/610] learning_rate: 0.168391 loss_vfl: 0.850350 loss_bbox: 0.290672 loss_dfl: 0.191987 loss: 1.318024 eta: 2 days, 5:47:52 batch_cost: 1.8945 data_cost: 0.0010 ips: 25.3365 images/s [10/25 03:34:28] ppdet.engine INFO: Epoch: [138] [180/610] learning_rate: 0.168340 loss_vfl: 0.830731 loss_bbox: 0.292010 loss_dfl: 0.192841 loss: 1.335320 eta: 2 days, 5:47:11 batch_cost: 1.8703 data_cost: 0.0010 ips: 25.6648 images/s [10/25 03:35:11] ppdet.engine INFO: Epoch: [138] [200/610] learning_rate: 0.168289 loss_vfl: 0.861699 loss_bbox: 0.300487 loss_dfl: 0.195485 loss: 1.359196 eta: 2 days, 5:46:32 batch_cost: 1.9839 data_cost: 0.0011 ips: 24.1948 images/s [10/25 03:35:54] ppdet.engine INFO: Epoch: [138] [220/610] learning_rate: 0.168238 loss_vfl: 0.831445 loss_bbox: 0.288732 loss_dfl: 0.184569 loss: 1.304104 eta: 2 days, 5:45:52 batch_cost: 1.9447 data_cost: 0.0010 ips: 24.6830 images/s [10/25 03:36:37] ppdet.engine INFO: Epoch: [138] [240/610] learning_rate: 0.168187 loss_vfl: 0.842976 loss_bbox: 0.317318 loss_dfl: 0.199606 loss: 1.344580 eta: 2 days, 5:45:13 batch_cost: 1.9320 data_cost: 0.0011 ips: 24.8449 images/s [10/25 03:37:20] ppdet.engine INFO: Epoch: [138] [260/610] learning_rate: 0.168136 loss_vfl: 0.871122 loss_bbox: 0.296657 loss_dfl: 0.191321 loss: 1.366391 eta: 2 days, 5:44:34 batch_cost: 1.9812 data_cost: 0.0011 ips: 24.2278 images/s [10/25 03:38:04] ppdet.engine INFO: Epoch: [138] [280/610] learning_rate: 0.168084 loss_vfl: 0.846723 loss_bbox: 0.299652 loss_dfl: 0.196979 loss: 1.324495 eta: 2 days, 5:43:56 batch_cost: 2.0320 data_cost: 0.0011 ips: 23.6217 images/s [10/25 03:38:47] ppdet.engine INFO: Epoch: [138] [300/610] learning_rate: 0.168033 loss_vfl: 0.868612 loss_bbox: 0.289283 loss_dfl: 0.191402 loss: 1.388506 eta: 2 days, 5:43:16 batch_cost: 1.9402 data_cost: 0.0011 ips: 24.7403 images/s [10/25 03:39:31] ppdet.engine INFO: Epoch: [138] [320/610] learning_rate: 0.167982 loss_vfl: 0.840688 loss_bbox: 0.276397 loss_dfl: 0.183207 loss: 1.314181 eta: 2 days, 5:42:36 batch_cost: 1.9183 data_cost: 0.0011 ips: 25.0217 images/s [10/25 03:40:14] ppdet.engine INFO: Epoch: [138] [340/610] learning_rate: 0.167931 loss_vfl: 0.855301 loss_bbox: 0.292520 loss_dfl: 0.190420 loss: 1.337253 eta: 2 days, 5:41:56 batch_cost: 1.9267 data_cost: 0.0011 ips: 24.9126 images/s [10/25 03:40:58] ppdet.engine INFO: Epoch: [138] [360/610] learning_rate: 0.167880 loss_vfl: 0.863288 loss_bbox: 0.272748 loss_dfl: 0.180076 loss: 1.323483 eta: 2 days, 5:41:17 batch_cost: 1.9882 data_cost: 0.0011 ips: 24.1421 images/s [10/25 03:41:40] ppdet.engine INFO: Epoch: [138] [380/610] learning_rate: 0.167829 loss_vfl: 0.846925 loss_bbox: 0.286224 loss_dfl: 0.186955 loss: 1.324885 eta: 2 days, 5:40:37 batch_cost: 1.9288 data_cost: 0.0010 ips: 24.8864 images/s [10/25 03:42:23] ppdet.engine INFO: Epoch: [138] [400/610] learning_rate: 0.167778 loss_vfl: 0.845163 loss_bbox: 0.292068 loss_dfl: 0.191634 loss: 1.347792 eta: 2 days, 5:39:57 batch_cost: 1.9461 data_cost: 0.0011 ips: 24.6649 images/s [10/25 03:43:07] ppdet.engine INFO: Epoch: [138] [420/610] learning_rate: 0.167727 loss_vfl: 0.878879 loss_bbox: 0.292459 loss_dfl: 0.190271 loss: 1.327520 eta: 2 days, 5:39:18 batch_cost: 1.9484 data_cost: 0.0011 ips: 24.6353 images/s [10/25 03:43:50] ppdet.engine INFO: Epoch: [138] [440/610] learning_rate: 0.167675 loss_vfl: 0.848474 loss_bbox: 0.280097 loss_dfl: 0.189553 loss: 1.327095 eta: 2 days, 5:38:39 batch_cost: 1.9677 data_cost: 0.0010 ips: 24.3945 images/s [10/25 03:44:34] ppdet.engine INFO: Epoch: [138] [460/610] learning_rate: 0.167624 loss_vfl: 0.859087 loss_bbox: 0.284930 loss_dfl: 0.193649 loss: 1.323820 eta: 2 days, 5:38:00 batch_cost: 1.9857 data_cost: 0.0010 ips: 24.1727 images/s [10/25 03:45:18] ppdet.engine INFO: Epoch: [138] [480/610] learning_rate: 0.167573 loss_vfl: 0.844630 loss_bbox: 0.273519 loss_dfl: 0.187757 loss: 1.321144 eta: 2 days, 5:37:22 batch_cost: 2.0206 data_cost: 0.0011 ips: 23.7554 images/s [10/25 03:46:02] ppdet.engine INFO: Epoch: [138] [500/610] learning_rate: 0.167522 loss_vfl: 0.856376 loss_bbox: 0.298512 loss_dfl: 0.197571 loss: 1.369829 eta: 2 days, 5:36:43 batch_cost: 1.9702 data_cost: 0.0010 ips: 24.3631 images/s [10/25 03:46:45] ppdet.engine INFO: Epoch: [138] [520/610] learning_rate: 0.167471 loss_vfl: 0.843146 loss_bbox: 0.286843 loss_dfl: 0.186529 loss: 1.320104 eta: 2 days, 5:36:03 batch_cost: 1.9476 data_cost: 0.0010 ips: 24.6460 images/s [10/25 03:47:29] ppdet.engine INFO: Epoch: [138] [540/610] learning_rate: 0.167420 loss_vfl: 0.862068 loss_bbox: 0.268204 loss_dfl: 0.178880 loss: 1.319950 eta: 2 days, 5:35:25 batch_cost: 2.0117 data_cost: 0.0011 ips: 23.8602 images/s [10/25 03:48:12] ppdet.engine INFO: Epoch: [138] [560/610] learning_rate: 0.167368 loss_vfl: 0.831065 loss_bbox: 0.308734 loss_dfl: 0.197884 loss: 1.325826 eta: 2 days, 5:34:46 batch_cost: 1.9570 data_cost: 0.0011 ips: 24.5277 images/s [10/25 03:48:55] ppdet.engine INFO: Epoch: [138] [580/610] learning_rate: 0.167317 loss_vfl: 0.848316 loss_bbox: 0.317028 loss_dfl: 0.195228 loss: 1.344392 eta: 2 days, 5:34:07 batch_cost: 1.9619 data_cost: 0.0011 ips: 24.4662 images/s [10/25 03:49:37] ppdet.engine INFO: Epoch: [138] [600/610] learning_rate: 0.167266 loss_vfl: 0.857920 loss_bbox: 0.294742 loss_dfl: 0.197031 loss: 1.349540 eta: 2 days, 5:33:26 batch_cost: 1.9259 data_cost: 0.0011 ips: 24.9234 images/s [10/25 03:50:09] ppdet.engine INFO: Epoch: [139] [ 0/610] learning_rate: 0.167241 loss_vfl: 0.851289 loss_bbox: 0.301768 loss_dfl: 0.195945 loss: 1.332141 eta: 2 days, 5:33:16 batch_cost: 2.2944 data_cost: 0.2711 ips: 20.9204 images/s [10/25 03:50:53] ppdet.engine INFO: Epoch: [139] [ 20/610] learning_rate: 0.167189 loss_vfl: 0.840986 loss_bbox: 0.284358 loss_dfl: 0.184379 loss: 1.330015 eta: 2 days, 5:32:37 batch_cost: 1.9922 data_cost: 0.0012 ips: 24.0938 images/s [10/25 03:51:37] ppdet.engine INFO: Epoch: [139] [ 40/610] learning_rate: 0.167138 loss_vfl: 0.837224 loss_bbox: 0.310628 loss_dfl: 0.200942 loss: 1.347784 eta: 2 days, 5:31:58 batch_cost: 1.9826 data_cost: 0.0011 ips: 24.2108 images/s [10/25 03:52:21] ppdet.engine INFO: Epoch: [139] [ 60/610] learning_rate: 0.167087 loss_vfl: 0.840234 loss_bbox: 0.275823 loss_dfl: 0.189508 loss: 1.309373 eta: 2 days, 5:31:19 batch_cost: 1.9764 data_cost: 0.0011 ips: 24.2871 images/s [10/25 03:53:05] ppdet.engine INFO: Epoch: [139] [ 80/610] learning_rate: 0.167036 loss_vfl: 0.855010 loss_bbox: 0.290852 loss_dfl: 0.191065 loss: 1.321045 eta: 2 days, 5:30:41 batch_cost: 1.9821 data_cost: 0.0011 ips: 24.2173 images/s [10/25 03:53:49] ppdet.engine INFO: Epoch: [139] [100/610] learning_rate: 0.166985 loss_vfl: 0.849120 loss_bbox: 0.293230 loss_dfl: 0.193478 loss: 1.343834 eta: 2 days, 5:30:02 batch_cost: 1.9703 data_cost: 0.0011 ips: 24.3612 images/s [10/25 03:54:32] ppdet.engine INFO: Epoch: [139] [120/610] learning_rate: 0.166934 loss_vfl: 0.866627 loss_bbox: 0.276953 loss_dfl: 0.184835 loss: 1.341119 eta: 2 days, 5:29:23 batch_cost: 2.0034 data_cost: 0.0040 ips: 23.9596 images/s [10/25 03:55:15] ppdet.engine INFO: Epoch: [139] [140/610] learning_rate: 0.166882 loss_vfl: 0.851858 loss_bbox: 0.303751 loss_dfl: 0.192308 loss: 1.357900 eta: 2 days, 5:28:43 batch_cost: 1.9267 data_cost: 0.0011 ips: 24.9126 images/s [10/25 03:55:58] ppdet.engine INFO: Epoch: [139] [160/610] learning_rate: 0.166831 loss_vfl: 0.851465 loss_bbox: 0.287493 loss_dfl: 0.190332 loss: 1.329371 eta: 2 days, 5:28:03 batch_cost: 1.9432 data_cost: 0.0011 ips: 24.7018 images/s [10/25 03:56:41] ppdet.engine INFO: Epoch: [139] [180/610] learning_rate: 0.166780 loss_vfl: 0.851760 loss_bbox: 0.306542 loss_dfl: 0.194716 loss: 1.353262 eta: 2 days, 5:27:23 batch_cost: 1.9182 data_cost: 0.0011 ips: 25.0235 images/s [10/25 03:57:23] ppdet.engine INFO: Epoch: [139] [200/610] learning_rate: 0.166729 loss_vfl: 0.847899 loss_bbox: 0.299374 loss_dfl: 0.196174 loss: 1.345244 eta: 2 days, 5:26:43 batch_cost: 1.9186 data_cost: 0.0011 ips: 25.0187 images/s [10/25 03:58:06] ppdet.engine INFO: Epoch: [139] [220/610] learning_rate: 0.166678 loss_vfl: 0.837178 loss_bbox: 0.305131 loss_dfl: 0.195817 loss: 1.343930 eta: 2 days, 5:26:03 batch_cost: 1.9245 data_cost: 0.0042 ips: 24.9419 images/s [10/25 03:58:50] ppdet.engine INFO: Epoch: [139] [240/610] learning_rate: 0.166627 loss_vfl: 0.856760 loss_bbox: 0.299713 loss_dfl: 0.191653 loss: 1.347739 eta: 2 days, 5:25:24 batch_cost: 2.0058 data_cost: 0.0011 ips: 23.9305 images/s [10/25 03:59:33] ppdet.engine INFO: Epoch: [139] [260/610] learning_rate: 0.166575 loss_vfl: 0.854005 loss_bbox: 0.291016 loss_dfl: 0.183846 loss: 1.323335 eta: 2 days, 5:24:45 batch_cost: 1.9653 data_cost: 0.0011 ips: 24.4238 images/s [10/25 04:00:17] ppdet.engine INFO: Epoch: [139] [280/610] learning_rate: 0.166524 loss_vfl: 0.850227 loss_bbox: 0.305269 loss_dfl: 0.193790 loss: 1.338261 eta: 2 days, 5:24:06 batch_cost: 1.9707 data_cost: 0.0012 ips: 24.3563 images/s [10/25 04:01:00] ppdet.engine INFO: Epoch: [139] [300/610] learning_rate: 0.166473 loss_vfl: 0.842283 loss_bbox: 0.299427 loss_dfl: 0.196476 loss: 1.357725 eta: 2 days, 5:23:27 batch_cost: 1.9800 data_cost: 0.0012 ips: 24.2428 images/s [10/25 04:01:44] ppdet.engine INFO: Epoch: [139] [320/610] learning_rate: 0.166422 loss_vfl: 0.861931 loss_bbox: 0.296678 loss_dfl: 0.191925 loss: 1.358332 eta: 2 days, 5:22:48 batch_cost: 1.9704 data_cost: 0.0010 ips: 24.3608 images/s [10/25 04:02:28] ppdet.engine INFO: Epoch: [139] [340/610] learning_rate: 0.166371 loss_vfl: 0.846186 loss_bbox: 0.288431 loss_dfl: 0.188140 loss: 1.339249 eta: 2 days, 5:22:08 batch_cost: 1.9434 data_cost: 0.0012 ips: 24.6993 images/s [10/25 04:03:10] ppdet.engine INFO: Epoch: [139] [360/610] learning_rate: 0.166319 loss_vfl: 0.842907 loss_bbox: 0.285141 loss_dfl: 0.189349 loss: 1.319394 eta: 2 days, 5:21:28 batch_cost: 1.9281 data_cost: 0.0011 ips: 24.8950 images/s [10/25 04:03:55] ppdet.engine INFO: Epoch: [139] [380/610] learning_rate: 0.166268 loss_vfl: 0.873634 loss_bbox: 0.275729 loss_dfl: 0.184751 loss: 1.340944 eta: 2 days, 5:20:50 batch_cost: 2.0235 data_cost: 0.0011 ips: 23.7219 images/s [10/25 04:04:39] ppdet.engine INFO: Epoch: [139] [400/610] learning_rate: 0.166217 loss_vfl: 0.838877 loss_bbox: 0.304173 loss_dfl: 0.193921 loss: 1.339004 eta: 2 days, 5:20:12 batch_cost: 2.0031 data_cost: 0.0011 ips: 23.9634 images/s [10/25 04:05:21] ppdet.engine INFO: Epoch: [139] [420/610] learning_rate: 0.166166 loss_vfl: 0.840152 loss_bbox: 0.309112 loss_dfl: 0.195969 loss: 1.349446 eta: 2 days, 5:19:32 batch_cost: 1.9307 data_cost: 0.0011 ips: 24.8612 images/s [10/25 04:06:04] ppdet.engine INFO: Epoch: [139] [440/610] learning_rate: 0.166115 loss_vfl: 0.866424 loss_bbox: 0.292026 loss_dfl: 0.179207 loss: 1.343265 eta: 2 days, 5:18:53 batch_cost: 1.9533 data_cost: 0.0012 ips: 24.5734 images/s [10/25 04:06:48] ppdet.engine INFO: Epoch: [139] [460/610] learning_rate: 0.166063 loss_vfl: 0.857743 loss_bbox: 0.317607 loss_dfl: 0.197959 loss: 1.369724 eta: 2 days, 5:18:13 batch_cost: 1.9658 data_cost: 0.0011 ips: 24.4173 images/s [10/25 04:07:32] ppdet.engine INFO: Epoch: [139] [480/610] learning_rate: 0.166012 loss_vfl: 0.840805 loss_bbox: 0.292019 loss_dfl: 0.193664 loss: 1.333911 eta: 2 days, 5:17:34 batch_cost: 1.9468 data_cost: 0.0011 ips: 24.6553 images/s [10/25 04:08:15] ppdet.engine INFO: Epoch: [139] [500/610] learning_rate: 0.165961 loss_vfl: 0.861873 loss_bbox: 0.304794 loss_dfl: 0.199744 loss: 1.360392 eta: 2 days, 5:16:54 batch_cost: 1.9470 data_cost: 0.0011 ips: 24.6530 images/s [10/25 04:08:58] ppdet.engine INFO: Epoch: [139] [520/610] learning_rate: 0.165910 loss_vfl: 0.871265 loss_bbox: 0.296739 loss_dfl: 0.196873 loss: 1.368518 eta: 2 days, 5:16:14 batch_cost: 1.9388 data_cost: 0.0011 ips: 24.7572 images/s [10/25 04:09:42] ppdet.engine INFO: Epoch: [139] [540/610] learning_rate: 0.165859 loss_vfl: 0.864799 loss_bbox: 0.299203 loss_dfl: 0.188219 loss: 1.330819 eta: 2 days, 5:15:36 batch_cost: 1.9907 data_cost: 0.0011 ips: 24.1118 images/s [10/25 04:10:25] ppdet.engine INFO: Epoch: [139] [560/610] learning_rate: 0.165807 loss_vfl: 0.863617 loss_bbox: 0.280066 loss_dfl: 0.178860 loss: 1.332422 eta: 2 days, 5:14:56 batch_cost: 1.9320 data_cost: 0.0011 ips: 24.8444 images/s [10/25 04:11:08] ppdet.engine INFO: Epoch: [139] [580/610] learning_rate: 0.165756 loss_vfl: 0.852626 loss_bbox: 0.287922 loss_dfl: 0.183042 loss: 1.330339 eta: 2 days, 5:14:16 batch_cost: 1.9295 data_cost: 0.0011 ips: 24.8770 images/s [10/25 04:11:50] ppdet.engine INFO: Epoch: [139] [600/610] learning_rate: 0.165705 loss_vfl: 0.836835 loss_bbox: 0.291284 loss_dfl: 0.196783 loss: 1.330076 eta: 2 days, 5:13:35 batch_cost: 1.8977 data_cost: 0.0011 ips: 25.2936 images/s [10/25 04:12:10] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/25 04:12:11] ppdet.engine INFO: Eval iter: 0 [10/25 04:12:43] ppdet.engine INFO: Eval iter: 100 [10/25 04:13:05] ppdet.engine INFO: Eval iter: 200 [10/25 04:13:27] ppdet.engine INFO: Eval iter: 300 [10/25 04:13:49] ppdet.engine INFO: Eval iter: 400 [10/25 04:14:11] ppdet.engine INFO: Eval iter: 500 [10/25 04:14:34] ppdet.engine INFO: Eval iter: 600 [10/25 04:14:53] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.64s) creating index... index created! [10/25 04:14:53] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.10s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=97.20s). Accumulating evaluation results... DONE (t=16.93s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.347 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.501 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.366 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.136 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.371 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 ] = 0.300 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.233 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.564 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.753 [10/25 04:16:55] ppdet.engine INFO: Total sample number: 4952, averge FPS: 33.23567114787673 [10/25 04:16:55] ppdet.engine INFO: Best test bbox ap is 0.347. [10/25 04:16:55] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/25 04:16:57] ppdet.engine INFO: Epoch: [140] [ 0/610] learning_rate: 0.165679 loss_vfl: 0.851120 loss_bbox: 0.283551 loss_dfl: 0.189440 loss: 1.339333 eta: 2 days, 5:13:13 batch_cost: 1.7837 data_cost: 0.0012 ips: 26.9100 images/s [10/25 04:17:42] ppdet.engine INFO: Epoch: [140] [ 20/610] learning_rate: 0.165628 loss_vfl: 0.845903 loss_bbox: 0.305527 loss_dfl: 0.193263 loss: 1.331745 eta: 2 days, 5:12:35 batch_cost: 2.0443 data_cost: 0.0012 ips: 23.4796 images/s [10/25 04:18:26] ppdet.engine INFO: Epoch: [140] [ 40/610] learning_rate: 0.165577 loss_vfl: 0.833474 loss_bbox: 0.284654 loss_dfl: 0.191254 loss: 1.326014 eta: 2 days, 5:11:56 batch_cost: 1.9642 data_cost: 0.0010 ips: 24.4380 images/s [10/25 04:19:10] ppdet.engine INFO: Epoch: [140] [ 60/610] learning_rate: 0.165526 loss_vfl: 0.827449 loss_bbox: 0.286518 loss_dfl: 0.184709 loss: 1.316944 eta: 2 days, 5:11:17 batch_cost: 1.9855 data_cost: 0.0010 ips: 24.1753 images/s [10/25 04:19:54] ppdet.engine INFO: Epoch: [140] [ 80/610] learning_rate: 0.165474 loss_vfl: 0.855750 loss_bbox: 0.297381 loss_dfl: 0.194147 loss: 1.348679 eta: 2 days, 5:10:39 batch_cost: 1.9869 data_cost: 0.0011 ips: 24.1584 images/s [10/25 04:20:37] ppdet.engine INFO: Epoch: [140] [100/610] learning_rate: 0.165423 loss_vfl: 0.857710 loss_bbox: 0.288343 loss_dfl: 0.195133 loss: 1.345777 eta: 2 days, 5:09:59 batch_cost: 1.9674 data_cost: 0.0011 ips: 24.3981 images/s [10/25 04:21:20] ppdet.engine INFO: Epoch: [140] [120/610] learning_rate: 0.165372 loss_vfl: 0.828950 loss_bbox: 0.309242 loss_dfl: 0.198415 loss: 1.351793 eta: 2 days, 5:09:20 batch_cost: 1.9405 data_cost: 0.0011 ips: 24.7363 images/s [10/25 04:22:05] ppdet.engine INFO: Epoch: [140] [140/610] learning_rate: 0.165321 loss_vfl: 0.873220 loss_bbox: 0.312272 loss_dfl: 0.194866 loss: 1.382539 eta: 2 days, 5:08:41 batch_cost: 2.0013 data_cost: 0.0010 ips: 23.9847 images/s [10/25 04:22:50] ppdet.engine INFO: Epoch: [140] [160/610] learning_rate: 0.165269 loss_vfl: 0.864422 loss_bbox: 0.285564 loss_dfl: 0.189930 loss: 1.335719 eta: 2 days, 5:08:03 batch_cost: 2.0066 data_cost: 0.0011 ips: 23.9208 images/s [10/25 04:23:32] ppdet.engine INFO: Epoch: [140] [180/610] learning_rate: 0.165218 loss_vfl: 0.848641 loss_bbox: 0.268157 loss_dfl: 0.184932 loss: 1.297885 eta: 2 days, 5:07:23 batch_cost: 1.9239 data_cost: 0.0011 ips: 24.9500 images/s [10/25 04:24:16] ppdet.engine INFO: Epoch: [140] [200/610] learning_rate: 0.165167 loss_vfl: 0.850801 loss_bbox: 0.285630 loss_dfl: 0.186510 loss: 1.323425 eta: 2 days, 5:06:43 batch_cost: 1.9301 data_cost: 0.0010 ips: 24.8689 images/s [10/25 04:24:59] ppdet.engine INFO: Epoch: [140] [220/610] learning_rate: 0.165116 loss_vfl: 0.864790 loss_bbox: 0.294726 loss_dfl: 0.188266 loss: 1.334198 eta: 2 days, 5:06:03 batch_cost: 1.9489 data_cost: 0.0010 ips: 24.6289 images/s [10/25 04:25:42] ppdet.engine INFO: Epoch: [140] [240/610] learning_rate: 0.165065 loss_vfl: 0.842523 loss_bbox: 0.320261 loss_dfl: 0.200555 loss: 1.351387 eta: 2 days, 5:05:23 batch_cost: 1.9317 data_cost: 0.0010 ips: 24.8481 images/s [10/25 04:26:26] ppdet.engine INFO: Epoch: [140] [260/610] learning_rate: 0.165013 loss_vfl: 0.838099 loss_bbox: 0.305063 loss_dfl: 0.196353 loss: 1.330173 eta: 2 days, 5:04:44 batch_cost: 1.9708 data_cost: 0.0011 ips: 24.3558 images/s [10/25 04:27:09] ppdet.engine INFO: Epoch: [140] [280/610] learning_rate: 0.164962 loss_vfl: 0.857655 loss_bbox: 0.283391 loss_dfl: 0.188776 loss: 1.309602 eta: 2 days, 5:04:04 batch_cost: 1.9377 data_cost: 0.0011 ips: 24.7716 images/s [10/25 04:27:53] ppdet.engine INFO: Epoch: [140] [300/610] learning_rate: 0.164911 loss_vfl: 0.835825 loss_bbox: 0.281081 loss_dfl: 0.181052 loss: 1.306213 eta: 2 days, 5:03:26 batch_cost: 2.0007 data_cost: 0.0010 ips: 23.9914 images/s [10/25 04:28:38] ppdet.engine INFO: Epoch: [140] [320/610] learning_rate: 0.164860 loss_vfl: 0.840093 loss_bbox: 0.282125 loss_dfl: 0.188095 loss: 1.341212 eta: 2 days, 5:02:48 batch_cost: 2.0457 data_cost: 0.0010 ips: 23.4634 images/s [10/25 04:29:21] ppdet.engine INFO: Epoch: [140] [340/610] learning_rate: 0.164808 loss_vfl: 0.867402 loss_bbox: 0.264065 loss_dfl: 0.179803 loss: 1.349299 eta: 2 days, 5:02:09 batch_cost: 1.9363 data_cost: 0.0010 ips: 24.7892 images/s [10/25 04:30:04] ppdet.engine INFO: Epoch: [140] [360/610] learning_rate: 0.164757 loss_vfl: 0.847267 loss_bbox: 0.285379 loss_dfl: 0.186954 loss: 1.336189 eta: 2 days, 5:01:29 batch_cost: 1.9572 data_cost: 0.0010 ips: 24.5246 images/s [10/25 04:30:47] ppdet.engine INFO: Epoch: [140] [380/610] learning_rate: 0.164706 loss_vfl: 0.841177 loss_bbox: 0.289069 loss_dfl: 0.190666 loss: 1.338491 eta: 2 days, 5:00:49 batch_cost: 1.9160 data_cost: 0.0011 ips: 25.0528 images/s [10/25 04:31:30] ppdet.engine INFO: Epoch: [140] [400/610] learning_rate: 0.164655 loss_vfl: 0.851999 loss_bbox: 0.273725 loss_dfl: 0.182627 loss: 1.310479 eta: 2 days, 5:00:08 batch_cost: 1.9027 data_cost: 0.0011 ips: 25.2268 images/s [10/25 04:32:14] ppdet.engine INFO: Epoch: [140] [420/610] learning_rate: 0.164603 loss_vfl: 0.852512 loss_bbox: 0.266875 loss_dfl: 0.172939 loss: 1.301815 eta: 2 days, 4:59:29 batch_cost: 1.9796 data_cost: 0.0010 ips: 24.2469 images/s [10/25 04:32:57] ppdet.engine INFO: Epoch: [140] [440/610] learning_rate: 0.164552 loss_vfl: 0.838651 loss_bbox: 0.275295 loss_dfl: 0.183032 loss: 1.327707 eta: 2 days, 4:58:50 batch_cost: 1.9581 data_cost: 0.0010 ips: 24.5134 images/s [10/25 04:33:40] ppdet.engine INFO: Epoch: [140] [460/610] learning_rate: 0.164501 loss_vfl: 0.846648 loss_bbox: 0.298004 loss_dfl: 0.189912 loss: 1.335306 eta: 2 days, 4:58:10 batch_cost: 1.9429 data_cost: 0.0011 ips: 24.7051 images/s [10/25 04:34:23] ppdet.engine INFO: Epoch: [140] [480/610] learning_rate: 0.164449 loss_vfl: 0.836163 loss_bbox: 0.292406 loss_dfl: 0.193754 loss: 1.343450 eta: 2 days, 4:57:30 batch_cost: 1.9349 data_cost: 0.0010 ips: 24.8069 images/s [10/25 04:35:07] ppdet.engine INFO: Epoch: [140] [500/610] learning_rate: 0.164398 loss_vfl: 0.855762 loss_bbox: 0.280932 loss_dfl: 0.188388 loss: 1.331029 eta: 2 days, 4:56:51 batch_cost: 1.9448 data_cost: 0.0010 ips: 24.6814 images/s [10/25 04:35:51] ppdet.engine INFO: Epoch: [140] [520/610] learning_rate: 0.164347 loss_vfl: 0.847188 loss_bbox: 0.292667 loss_dfl: 0.192375 loss: 1.350201 eta: 2 days, 4:56:12 batch_cost: 2.0059 data_cost: 0.0010 ips: 23.9298 images/s [10/25 04:36:33] ppdet.engine INFO: Epoch: [140] [540/610] learning_rate: 0.164296 loss_vfl: 0.848594 loss_bbox: 0.277401 loss_dfl: 0.185779 loss: 1.299605 eta: 2 days, 4:55:31 batch_cost: 1.8859 data_cost: 0.0010 ips: 25.4518 images/s [10/25 04:37:17] ppdet.engine INFO: Epoch: [140] [560/610] learning_rate: 0.164244 loss_vfl: 0.848748 loss_bbox: 0.314376 loss_dfl: 0.196270 loss: 1.384426 eta: 2 days, 4:54:52 batch_cost: 1.9464 data_cost: 0.0011 ips: 24.6607 images/s [10/25 04:37:59] ppdet.engine INFO: Epoch: [140] [580/610] learning_rate: 0.164193 loss_vfl: 0.828156 loss_bbox: 0.280024 loss_dfl: 0.184944 loss: 1.312328 eta: 2 days, 4:54:12 batch_cost: 1.9494 data_cost: 0.0011 ips: 24.6234 images/s [10/25 04:38:41] ppdet.engine INFO: Epoch: [140] [600/610] learning_rate: 0.164142 loss_vfl: 0.863003 loss_bbox: 0.251742 loss_dfl: 0.185493 loss: 1.305832 eta: 2 days, 4:53:31 batch_cost: 1.8961 data_cost: 0.0011 ips: 25.3150 images/s [10/25 04:39:13] ppdet.engine INFO: Epoch: [141] [ 0/610] learning_rate: 0.164116 loss_vfl: 0.866263 loss_bbox: 0.282292 loss_dfl: 0.186282 loss: 1.313342 eta: 2 days, 4:53:20 batch_cost: 2.2834 data_cost: 0.1190 ips: 21.0216 images/s [10/25 04:39:57] ppdet.engine INFO: Epoch: [141] [ 20/610] learning_rate: 0.164065 loss_vfl: 0.831519 loss_bbox: 0.295822 loss_dfl: 0.197427 loss: 1.336357 eta: 2 days, 4:52:41 batch_cost: 1.9774 data_cost: 0.0011 ips: 24.2744 images/s [10/25 04:40:41] ppdet.engine INFO: Epoch: [141] [ 40/610] learning_rate: 0.164014 loss_vfl: 0.824555 loss_bbox: 0.287643 loss_dfl: 0.189267 loss: 1.306517 eta: 2 days, 4:52:02 batch_cost: 1.9607 data_cost: 0.0010 ips: 24.4815 images/s [10/25 04:41:24] ppdet.engine INFO: Epoch: [141] [ 60/610] learning_rate: 0.163962 loss_vfl: 0.835536 loss_bbox: 0.280709 loss_dfl: 0.188511 loss: 1.303865 eta: 2 days, 4:51:22 batch_cost: 1.9367 data_cost: 0.0011 ips: 24.7841 images/s [10/25 04:42:08] ppdet.engine INFO: Epoch: [141] [ 80/610] learning_rate: 0.163911 loss_vfl: 0.860768 loss_bbox: 0.273951 loss_dfl: 0.187392 loss: 1.341452 eta: 2 days, 4:50:44 batch_cost: 2.0055 data_cost: 0.0011 ips: 23.9337 images/s [10/25 04:42:52] ppdet.engine INFO: Epoch: [141] [100/610] learning_rate: 0.163860 loss_vfl: 0.835481 loss_bbox: 0.279120 loss_dfl: 0.187052 loss: 1.297194 eta: 2 days, 4:50:04 batch_cost: 1.9596 data_cost: 0.0011 ips: 24.4951 images/s [10/25 04:43:36] ppdet.engine INFO: Epoch: [141] [120/610] learning_rate: 0.163809 loss_vfl: 0.852439 loss_bbox: 0.290081 loss_dfl: 0.188502 loss: 1.326740 eta: 2 days, 4:49:26 batch_cost: 2.0016 data_cost: 0.0011 ips: 23.9804 images/s [10/25 04:44:19] ppdet.engine INFO: Epoch: [141] [140/610] learning_rate: 0.163757 loss_vfl: 0.846348 loss_bbox: 0.280615 loss_dfl: 0.186103 loss: 1.315656 eta: 2 days, 4:48:47 batch_cost: 1.9720 data_cost: 0.0011 ips: 24.3403 images/s [10/25 04:45:03] ppdet.engine INFO: Epoch: [141] [160/610] learning_rate: 0.163706 loss_vfl: 0.855515 loss_bbox: 0.302907 loss_dfl: 0.189613 loss: 1.346488 eta: 2 days, 4:48:08 batch_cost: 1.9859 data_cost: 0.0011 ips: 24.1704 images/s [10/25 04:45:46] ppdet.engine INFO: Epoch: [141] [180/610] learning_rate: 0.163655 loss_vfl: 0.838679 loss_bbox: 0.304330 loss_dfl: 0.191477 loss: 1.348419 eta: 2 days, 4:47:29 batch_cost: 1.9445 data_cost: 0.0010 ips: 24.6856 images/s [10/25 04:46:29] ppdet.engine INFO: Epoch: [141] [200/610] learning_rate: 0.163603 loss_vfl: 0.830803 loss_bbox: 0.313038 loss_dfl: 0.197719 loss: 1.340266 eta: 2 days, 4:46:49 batch_cost: 1.9474 data_cost: 0.0010 ips: 24.6484 images/s [10/25 04:47:13] ppdet.engine INFO: Epoch: [141] [220/610] learning_rate: 0.163552 loss_vfl: 0.858985 loss_bbox: 0.298422 loss_dfl: 0.188327 loss: 1.359523 eta: 2 days, 4:46:10 batch_cost: 1.9782 data_cost: 0.0044 ips: 24.2640 images/s [10/25 04:47:55] ppdet.engine INFO: Epoch: [141] [240/610] learning_rate: 0.163501 loss_vfl: 0.858390 loss_bbox: 0.302219 loss_dfl: 0.194588 loss: 1.327065 eta: 2 days, 4:45:30 batch_cost: 1.9343 data_cost: 0.0011 ips: 24.8151 images/s [10/25 04:48:40] ppdet.engine INFO: Epoch: [141] [260/610] learning_rate: 0.163450 loss_vfl: 0.843940 loss_bbox: 0.275647 loss_dfl: 0.186427 loss: 1.312070 eta: 2 days, 4:44:52 batch_cost: 2.0110 data_cost: 0.0010 ips: 23.8690 images/s [10/25 04:49:24] ppdet.engine INFO: Epoch: [141] [280/610] learning_rate: 0.163398 loss_vfl: 0.842741 loss_bbox: 0.284022 loss_dfl: 0.185998 loss: 1.338584 eta: 2 days, 4:44:12 batch_cost: 1.9540 data_cost: 0.0011 ips: 24.5645 images/s [10/25 04:50:08] ppdet.engine INFO: Epoch: [141] [300/610] learning_rate: 0.163347 loss_vfl: 0.861535 loss_bbox: 0.313975 loss_dfl: 0.196694 loss: 1.354243 eta: 2 days, 4:43:34 batch_cost: 1.9792 data_cost: 0.0010 ips: 24.2519 images/s [10/25 04:50:52] ppdet.engine INFO: Epoch: [141] [320/610] learning_rate: 0.163296 loss_vfl: 0.843562 loss_bbox: 0.293022 loss_dfl: 0.189282 loss: 1.359575 eta: 2 days, 4:42:54 batch_cost: 1.9706 data_cost: 0.0010 ips: 24.3587 images/s [10/25 04:51:35] ppdet.engine INFO: Epoch: [141] [340/610] learning_rate: 0.163244 loss_vfl: 0.870078 loss_bbox: 0.265796 loss_dfl: 0.178998 loss: 1.316697 eta: 2 days, 4:42:15 batch_cost: 1.9516 data_cost: 0.0011 ips: 24.5947 images/s [10/25 04:52:18] ppdet.engine INFO: Epoch: [141] [360/610] learning_rate: 0.163193 loss_vfl: 0.861129 loss_bbox: 0.286927 loss_dfl: 0.186310 loss: 1.332326 eta: 2 days, 4:41:36 batch_cost: 1.9646 data_cost: 0.0010 ips: 24.4329 images/s [10/25 04:53:02] ppdet.engine INFO: Epoch: [141] [380/610] learning_rate: 0.163142 loss_vfl: 0.842829 loss_bbox: 0.284980 loss_dfl: 0.191452 loss: 1.325150 eta: 2 days, 4:40:57 batch_cost: 1.9963 data_cost: 0.0010 ips: 24.0450 images/s [10/25 04:53:45] ppdet.engine INFO: Epoch: [141] [400/610] learning_rate: 0.163090 loss_vfl: 0.841315 loss_bbox: 0.283396 loss_dfl: 0.184186 loss: 1.294867 eta: 2 days, 4:40:17 batch_cost: 1.9177 data_cost: 0.0010 ips: 25.0298 images/s [10/25 04:54:28] ppdet.engine INFO: Epoch: [141] [420/610] learning_rate: 0.163039 loss_vfl: 0.835365 loss_bbox: 0.280022 loss_dfl: 0.185199 loss: 1.291302 eta: 2 days, 4:39:37 batch_cost: 1.9204 data_cost: 0.0011 ips: 24.9950 images/s [10/25 04:55:12] ppdet.engine INFO: Epoch: [141] [440/610] learning_rate: 0.162988 loss_vfl: 0.855685 loss_bbox: 0.271294 loss_dfl: 0.187813 loss: 1.322456 eta: 2 days, 4:38:57 batch_cost: 1.9500 data_cost: 0.0010 ips: 24.6154 images/s [10/25 04:55:54] ppdet.engine INFO: Epoch: [141] [460/610] learning_rate: 0.162937 loss_vfl: 0.831163 loss_bbox: 0.295252 loss_dfl: 0.187683 loss: 1.323637 eta: 2 days, 4:38:17 batch_cost: 1.9412 data_cost: 0.0021 ips: 24.7274 images/s [10/25 04:56:38] ppdet.engine INFO: Epoch: [141] [480/610] learning_rate: 0.162885 loss_vfl: 0.851935 loss_bbox: 0.275487 loss_dfl: 0.181454 loss: 1.332185 eta: 2 days, 4:37:38 batch_cost: 1.9549 data_cost: 0.0010 ips: 24.5539 images/s [10/25 04:57:20] ppdet.engine INFO: Epoch: [141] [500/610] learning_rate: 0.162834 loss_vfl: 0.836915 loss_bbox: 0.289733 loss_dfl: 0.195903 loss: 1.335230 eta: 2 days, 4:36:58 batch_cost: 1.9229 data_cost: 0.0010 ips: 24.9626 images/s [10/25 04:58:02] ppdet.engine INFO: Epoch: [141] [520/610] learning_rate: 0.162783 loss_vfl: 0.872651 loss_bbox: 0.301596 loss_dfl: 0.190052 loss: 1.357072 eta: 2 days, 4:36:17 batch_cost: 1.8926 data_cost: 0.0010 ips: 25.3613 images/s [10/25 04:58:45] ppdet.engine INFO: Epoch: [141] [540/610] learning_rate: 0.162731 loss_vfl: 0.827952 loss_bbox: 0.271599 loss_dfl: 0.185204 loss: 1.296831 eta: 2 days, 4:35:37 batch_cost: 1.9418 data_cost: 0.0010 ips: 24.7196 images/s [10/25 04:59:28] ppdet.engine INFO: Epoch: [141] [560/610] learning_rate: 0.162680 loss_vfl: 0.852470 loss_bbox: 0.302090 loss_dfl: 0.193748 loss: 1.338561 eta: 2 days, 4:34:58 batch_cost: 1.9625 data_cost: 0.0011 ips: 24.4583 images/s [10/25 05:00:12] ppdet.engine INFO: Epoch: [141] [580/610] learning_rate: 0.162629 loss_vfl: 0.862856 loss_bbox: 0.282813 loss_dfl: 0.185680 loss: 1.328701 eta: 2 days, 4:34:18 batch_cost: 1.9529 data_cost: 0.0010 ips: 24.5784 images/s [10/25 05:00:54] ppdet.engine INFO: Epoch: [141] [600/610] learning_rate: 0.162577 loss_vfl: 0.846188 loss_bbox: 0.274550 loss_dfl: 0.175029 loss: 1.309494 eta: 2 days, 4:33:38 batch_cost: 1.8914 data_cost: 0.0011 ips: 25.3780 images/s [10/25 05:01:28] ppdet.engine INFO: Epoch: [142] [ 0/610] learning_rate: 0.162552 loss_vfl: 0.846992 loss_bbox: 0.291494 loss_dfl: 0.183963 loss: 1.316083 eta: 2 days, 4:33:29 batch_cost: 2.3869 data_cost: 0.3337 ips: 20.1096 images/s [10/25 05:02:12] ppdet.engine INFO: Epoch: [142] [ 20/610] learning_rate: 0.162500 loss_vfl: 0.831411 loss_bbox: 0.296822 loss_dfl: 0.189184 loss: 1.309739 eta: 2 days, 4:32:50 batch_cost: 1.9886 data_cost: 0.0011 ips: 24.1373 images/s [10/25 05:02:56] ppdet.engine INFO: Epoch: [142] [ 40/610] learning_rate: 0.162449 loss_vfl: 0.828277 loss_bbox: 0.275712 loss_dfl: 0.183155 loss: 1.302293 eta: 2 days, 4:32:12 batch_cost: 1.9896 data_cost: 0.0010 ips: 24.1253 images/s [10/25 05:03:39] ppdet.engine INFO: Epoch: [142] [ 60/610] learning_rate: 0.162398 loss_vfl: 0.835808 loss_bbox: 0.292104 loss_dfl: 0.191109 loss: 1.319480 eta: 2 days, 4:31:33 batch_cost: 1.9759 data_cost: 0.0011 ips: 24.2924 images/s [10/25 05:04:23] ppdet.engine INFO: Epoch: [142] [ 80/610] learning_rate: 0.162346 loss_vfl: 0.844727 loss_bbox: 0.291046 loss_dfl: 0.187257 loss: 1.336937 eta: 2 days, 4:30:54 batch_cost: 1.9912 data_cost: 0.0011 ips: 24.1059 images/s [10/25 05:05:08] ppdet.engine INFO: Epoch: [142] [100/610] learning_rate: 0.162295 loss_vfl: 0.850993 loss_bbox: 0.285287 loss_dfl: 0.189487 loss: 1.314395 eta: 2 days, 4:30:16 batch_cost: 2.0035 data_cost: 0.0011 ips: 23.9585 images/s [10/25 05:05:52] ppdet.engine INFO: Epoch: [142] [120/610] learning_rate: 0.162244 loss_vfl: 0.834814 loss_bbox: 0.279018 loss_dfl: 0.190662 loss: 1.325013 eta: 2 days, 4:29:37 batch_cost: 2.0052 data_cost: 0.0011 ips: 23.9382 images/s [10/25 05:06:35] ppdet.engine INFO: Epoch: [142] [140/610] learning_rate: 0.162192 loss_vfl: 0.851407 loss_bbox: 0.285487 loss_dfl: 0.186449 loss: 1.315231 eta: 2 days, 4:28:58 batch_cost: 1.9407 data_cost: 0.0010 ips: 24.7333 images/s [10/25 05:07:18] ppdet.engine INFO: Epoch: [142] [160/610] learning_rate: 0.162141 loss_vfl: 0.836465 loss_bbox: 0.302361 loss_dfl: 0.188993 loss: 1.348364 eta: 2 days, 4:28:18 batch_cost: 1.9578 data_cost: 0.0010 ips: 24.5173 images/s [10/25 05:08:01] ppdet.engine INFO: Epoch: [142] [180/610] learning_rate: 0.162090 loss_vfl: 0.833207 loss_bbox: 0.264924 loss_dfl: 0.183874 loss: 1.311712 eta: 2 days, 4:27:39 batch_cost: 1.9605 data_cost: 0.0010 ips: 24.4841 images/s [10/25 05:08:45] ppdet.engine INFO: Epoch: [142] [200/610] learning_rate: 0.162038 loss_vfl: 0.836456 loss_bbox: 0.292299 loss_dfl: 0.195964 loss: 1.327296 eta: 2 days, 4:27:00 batch_cost: 1.9976 data_cost: 0.0010 ips: 24.0283 images/s [10/25 05:09:29] ppdet.engine INFO: Epoch: [142] [220/610] learning_rate: 0.161987 loss_vfl: 0.834777 loss_bbox: 0.301068 loss_dfl: 0.198720 loss: 1.338166 eta: 2 days, 4:26:21 batch_cost: 1.9805 data_cost: 0.0010 ips: 24.2367 images/s [10/25 05:10:13] ppdet.engine INFO: Epoch: [142] [240/610] learning_rate: 0.161936 loss_vfl: 0.851210 loss_bbox: 0.299825 loss_dfl: 0.202593 loss: 1.369509 eta: 2 days, 4:25:41 batch_cost: 1.9224 data_cost: 0.0011 ips: 24.9685 images/s [10/25 05:10:57] ppdet.engine INFO: Epoch: [142] [260/610] learning_rate: 0.161884 loss_vfl: 0.860565 loss_bbox: 0.286967 loss_dfl: 0.191272 loss: 1.343680 eta: 2 days, 4:25:02 batch_cost: 1.9537 data_cost: 0.0011 ips: 24.5682 images/s [10/25 05:11:40] ppdet.engine INFO: Epoch: [142] [280/610] learning_rate: 0.161833 loss_vfl: 0.840977 loss_bbox: 0.295059 loss_dfl: 0.199234 loss: 1.323231 eta: 2 days, 4:24:22 batch_cost: 1.9443 data_cost: 0.0011 ips: 24.6874 images/s [10/25 05:12:25] ppdet.engine INFO: Epoch: [142] [300/610] learning_rate: 0.161782 loss_vfl: 0.852015 loss_bbox: 0.296354 loss_dfl: 0.192865 loss: 1.342745 eta: 2 days, 4:23:44 batch_cost: 2.0251 data_cost: 0.0011 ips: 23.7020 images/s [10/25 05:13:07] ppdet.engine INFO: Epoch: [142] [320/610] learning_rate: 0.161730 loss_vfl: 0.846641 loss_bbox: 0.279716 loss_dfl: 0.187939 loss: 1.353751 eta: 2 days, 4:23:03 batch_cost: 1.8965 data_cost: 0.0011 ips: 25.3100 images/s [10/25 05:13:50] ppdet.engine INFO: Epoch: [142] [340/610] learning_rate: 0.161679 loss_vfl: 0.828542 loss_bbox: 0.286709 loss_dfl: 0.190918 loss: 1.345097 eta: 2 days, 4:22:24 batch_cost: 1.9407 data_cost: 0.0012 ips: 24.7339 images/s [10/25 05:14:35] ppdet.engine INFO: Epoch: [142] [360/610] learning_rate: 0.161628 loss_vfl: 0.856789 loss_bbox: 0.303409 loss_dfl: 0.191324 loss: 1.366585 eta: 2 days, 4:21:46 batch_cost: 2.0124 data_cost: 0.0011 ips: 23.8524 images/s [10/25 05:15:18] ppdet.engine INFO: Epoch: [142] [380/610] learning_rate: 0.161576 loss_vfl: 0.852735 loss_bbox: 0.285236 loss_dfl: 0.182679 loss: 1.322691 eta: 2 days, 4:21:06 batch_cost: 1.9587 data_cost: 0.0011 ips: 24.5055 images/s [10/25 05:16:00] ppdet.engine INFO: Epoch: [142] [400/610] learning_rate: 0.161525 loss_vfl: 0.827995 loss_bbox: 0.287347 loss_dfl: 0.193934 loss: 1.324548 eta: 2 days, 4:20:25 batch_cost: 1.8721 data_cost: 0.0010 ips: 25.6396 images/s [10/25 05:16:43] ppdet.engine INFO: Epoch: [142] [420/610] learning_rate: 0.161474 loss_vfl: 0.845106 loss_bbox: 0.265841 loss_dfl: 0.181451 loss: 1.302022 eta: 2 days, 4:19:45 batch_cost: 1.9331 data_cost: 0.0042 ips: 24.8312 images/s [10/25 05:17:26] ppdet.engine INFO: Epoch: [142] [440/610] learning_rate: 0.161422 loss_vfl: 0.875291 loss_bbox: 0.307138 loss_dfl: 0.196352 loss: 1.371803 eta: 2 days, 4:19:06 batch_cost: 1.9613 data_cost: 0.0011 ips: 24.4737 images/s [10/25 05:18:10] ppdet.engine INFO: Epoch: [142] [460/610] learning_rate: 0.161371 loss_vfl: 0.856902 loss_bbox: 0.300193 loss_dfl: 0.194923 loss: 1.349390 eta: 2 days, 4:18:26 batch_cost: 1.9466 data_cost: 0.0010 ips: 24.6584 images/s [10/25 05:18:54] ppdet.engine INFO: Epoch: [142] [480/610] learning_rate: 0.161320 loss_vfl: 0.837880 loss_bbox: 0.297227 loss_dfl: 0.192352 loss: 1.346309 eta: 2 days, 4:17:47 batch_cost: 1.9709 data_cost: 0.0010 ips: 24.3549 images/s [10/25 05:19:36] ppdet.engine INFO: Epoch: [142] [500/610] learning_rate: 0.161268 loss_vfl: 0.847913 loss_bbox: 0.297295 loss_dfl: 0.191530 loss: 1.329764 eta: 2 days, 4:17:06 batch_cost: 1.8766 data_cost: 0.0010 ips: 25.5784 images/s [10/25 05:20:20] ppdet.engine INFO: Epoch: [142] [520/610] learning_rate: 0.161217 loss_vfl: 0.854707 loss_bbox: 0.299463 loss_dfl: 0.195716 loss: 1.369882 eta: 2 days, 4:16:26 batch_cost: 1.9534 data_cost: 0.0010 ips: 24.5729 images/s [10/25 05:21:03] ppdet.engine INFO: Epoch: [142] [540/610] learning_rate: 0.161165 loss_vfl: 0.838071 loss_bbox: 0.304996 loss_dfl: 0.194703 loss: 1.316575 eta: 2 days, 4:15:46 batch_cost: 1.9341 data_cost: 0.0011 ips: 24.8183 images/s [10/25 05:21:46] ppdet.engine INFO: Epoch: [142] [560/610] learning_rate: 0.161114 loss_vfl: 0.839687 loss_bbox: 0.298195 loss_dfl: 0.196222 loss: 1.313095 eta: 2 days, 4:15:08 batch_cost: 1.9964 data_cost: 0.0011 ips: 24.0438 images/s [10/25 05:22:30] ppdet.engine INFO: Epoch: [142] [580/610] learning_rate: 0.161063 loss_vfl: 0.839150 loss_bbox: 0.292085 loss_dfl: 0.186388 loss: 1.331735 eta: 2 days, 4:14:28 batch_cost: 1.9393 data_cost: 0.0010 ips: 24.7516 images/s [10/25 05:23:11] ppdet.engine INFO: Epoch: [142] [600/610] learning_rate: 0.161011 loss_vfl: 0.849047 loss_bbox: 0.301101 loss_dfl: 0.200165 loss: 1.363027 eta: 2 days, 4:13:47 batch_cost: 1.8844 data_cost: 0.0011 ips: 25.4722 images/s [10/25 05:23:43] ppdet.engine INFO: Epoch: [143] [ 0/610] learning_rate: 0.160986 loss_vfl: 0.839031 loss_bbox: 0.293990 loss_dfl: 0.194593 loss: 1.351962 eta: 2 days, 4:13:36 batch_cost: 2.2934 data_cost: 0.1765 ips: 20.9293 images/s [10/25 05:24:28] ppdet.engine INFO: Epoch: [143] [ 20/610] learning_rate: 0.160934 loss_vfl: 0.851269 loss_bbox: 0.287008 loss_dfl: 0.190451 loss: 1.299712 eta: 2 days, 4:12:58 batch_cost: 2.0329 data_cost: 0.0012 ips: 23.6115 images/s [10/25 05:25:12] ppdet.engine INFO: Epoch: [143] [ 40/610] learning_rate: 0.160883 loss_vfl: 0.836653 loss_bbox: 0.271393 loss_dfl: 0.185016 loss: 1.299145 eta: 2 days, 4:12:20 batch_cost: 2.0207 data_cost: 0.0011 ips: 23.7547 images/s [10/25 05:25:56] ppdet.engine INFO: Epoch: [143] [ 60/610] learning_rate: 0.160832 loss_vfl: 0.846212 loss_bbox: 0.298304 loss_dfl: 0.188847 loss: 1.335290 eta: 2 days, 4:11:42 batch_cost: 2.0034 data_cost: 0.0010 ips: 23.9590 images/s [10/25 05:26:40] ppdet.engine INFO: Epoch: [143] [ 80/610] learning_rate: 0.160780 loss_vfl: 0.861766 loss_bbox: 0.270234 loss_dfl: 0.177960 loss: 1.313597 eta: 2 days, 4:11:02 batch_cost: 1.9643 data_cost: 0.0010 ips: 24.4356 images/s [10/25 05:27:24] ppdet.engine INFO: Epoch: [143] [100/610] learning_rate: 0.160729 loss_vfl: 0.828076 loss_bbox: 0.303388 loss_dfl: 0.188922 loss: 1.320306 eta: 2 days, 4:10:23 batch_cost: 1.9643 data_cost: 0.0010 ips: 24.4362 images/s [10/25 05:28:07] ppdet.engine INFO: Epoch: [143] [120/610] learning_rate: 0.160678 loss_vfl: 0.834599 loss_bbox: 0.281135 loss_dfl: 0.194040 loss: 1.302930 eta: 2 days, 4:09:44 batch_cost: 1.9509 data_cost: 0.0019 ips: 24.6039 images/s [10/25 05:28:51] ppdet.engine INFO: Epoch: [143] [140/610] learning_rate: 0.160626 loss_vfl: 0.828510 loss_bbox: 0.289109 loss_dfl: 0.189265 loss: 1.309311 eta: 2 days, 4:09:06 batch_cost: 2.0253 data_cost: 0.0011 ips: 23.6996 images/s [10/25 05:29:34] ppdet.engine INFO: Epoch: [143] [160/610] learning_rate: 0.160575 loss_vfl: 0.835715 loss_bbox: 0.308795 loss_dfl: 0.195526 loss: 1.349817 eta: 2 days, 4:08:26 batch_cost: 1.9627 data_cost: 0.0011 ips: 24.4562 images/s [10/25 05:30:18] ppdet.engine INFO: Epoch: [143] [180/610] learning_rate: 0.160523 loss_vfl: 0.864418 loss_bbox: 0.310342 loss_dfl: 0.197008 loss: 1.362019 eta: 2 days, 4:07:48 batch_cost: 1.9886 data_cost: 0.0010 ips: 24.1380 images/s [10/25 05:31:02] ppdet.engine INFO: Epoch: [143] [200/610] learning_rate: 0.160472 loss_vfl: 0.836062 loss_bbox: 0.285031 loss_dfl: 0.186968 loss: 1.291631 eta: 2 days, 4:07:10 batch_cost: 2.0222 data_cost: 0.0010 ips: 23.7364 images/s [10/25 05:31:46] ppdet.engine INFO: Epoch: [143] [220/610] learning_rate: 0.160421 loss_vfl: 0.856720 loss_bbox: 0.284488 loss_dfl: 0.187803 loss: 1.326888 eta: 2 days, 4:06:30 batch_cost: 1.9572 data_cost: 0.0011 ips: 24.5250 images/s [10/25 05:32:29] ppdet.engine INFO: Epoch: [143] [240/610] learning_rate: 0.160369 loss_vfl: 0.847699 loss_bbox: 0.286698 loss_dfl: 0.186658 loss: 1.321878 eta: 2 days, 4:05:51 batch_cost: 1.9512 data_cost: 0.0011 ips: 24.5996 images/s [10/25 05:33:12] ppdet.engine INFO: Epoch: [143] [260/610] learning_rate: 0.160318 loss_vfl: 0.840228 loss_bbox: 0.262058 loss_dfl: 0.182941 loss: 1.296542 eta: 2 days, 4:05:12 batch_cost: 1.9729 data_cost: 0.0010 ips: 24.3297 images/s [10/25 05:33:55] ppdet.engine INFO: Epoch: [143] [280/610] learning_rate: 0.160267 loss_vfl: 0.851514 loss_bbox: 0.278134 loss_dfl: 0.185120 loss: 1.320961 eta: 2 days, 4:04:32 batch_cost: 1.9277 data_cost: 0.0010 ips: 24.9001 images/s [10/25 05:34:39] ppdet.engine INFO: Epoch: [143] [300/610] learning_rate: 0.160215 loss_vfl: 0.862721 loss_bbox: 0.290165 loss_dfl: 0.184418 loss: 1.351686 eta: 2 days, 4:03:53 batch_cost: 1.9981 data_cost: 0.0011 ips: 24.0228 images/s [10/25 05:35:23] ppdet.engine INFO: Epoch: [143] [320/610] learning_rate: 0.160164 loss_vfl: 0.856646 loss_bbox: 0.299894 loss_dfl: 0.189625 loss: 1.350944 eta: 2 days, 4:03:14 batch_cost: 1.9814 data_cost: 0.0011 ips: 24.2248 images/s [10/25 05:36:06] ppdet.engine INFO: Epoch: [143] [340/610] learning_rate: 0.160112 loss_vfl: 0.844572 loss_bbox: 0.280979 loss_dfl: 0.185159 loss: 1.307635 eta: 2 days, 4:02:35 batch_cost: 1.9589 data_cost: 0.0011 ips: 24.5031 images/s [10/25 05:36:49] ppdet.engine INFO: Epoch: [143] [360/610] learning_rate: 0.160061 loss_vfl: 0.842125 loss_bbox: 0.286348 loss_dfl: 0.191040 loss: 1.310119 eta: 2 days, 4:01:56 batch_cost: 1.9760 data_cost: 0.0011 ips: 24.2917 images/s [10/25 05:37:33] ppdet.engine INFO: Epoch: [143] [380/610] learning_rate: 0.160010 loss_vfl: 0.856073 loss_bbox: 0.293137 loss_dfl: 0.189615 loss: 1.319145 eta: 2 days, 4:01:17 batch_cost: 1.9781 data_cost: 0.0011 ips: 24.2656 images/s [10/25 05:38:17] ppdet.engine INFO: Epoch: [143] [400/610] learning_rate: 0.159958 loss_vfl: 0.845997 loss_bbox: 0.281140 loss_dfl: 0.187450 loss: 1.319817 eta: 2 days, 4:00:38 batch_cost: 1.9635 data_cost: 0.0011 ips: 24.4460 images/s [10/25 05:39:00] ppdet.engine INFO: Epoch: [143] [420/610] learning_rate: 0.159907 loss_vfl: 0.866886 loss_bbox: 0.293436 loss_dfl: 0.181765 loss: 1.356139 eta: 2 days, 3:59:58 batch_cost: 1.9369 data_cost: 0.0011 ips: 24.7814 images/s [10/25 05:39:43] ppdet.engine INFO: Epoch: [143] [440/610] learning_rate: 0.159855 loss_vfl: 0.843078 loss_bbox: 0.287106 loss_dfl: 0.193619 loss: 1.334019 eta: 2 days, 3:59:19 batch_cost: 1.9827 data_cost: 0.0010 ips: 24.2088 images/s [10/25 05:40:27] ppdet.engine INFO: Epoch: [143] [460/610] learning_rate: 0.159804 loss_vfl: 0.854251 loss_bbox: 0.289801 loss_dfl: 0.189003 loss: 1.347471 eta: 2 days, 3:58:41 batch_cost: 2.0103 data_cost: 0.0010 ips: 23.8770 images/s [10/25 05:41:11] ppdet.engine INFO: Epoch: [143] [480/610] learning_rate: 0.159753 loss_vfl: 0.831412 loss_bbox: 0.287919 loss_dfl: 0.188023 loss: 1.322108 eta: 2 days, 3:58:01 batch_cost: 1.9516 data_cost: 0.0011 ips: 24.5957 images/s [10/25 05:41:54] ppdet.engine INFO: Epoch: [143] [500/610] learning_rate: 0.159701 loss_vfl: 0.868043 loss_bbox: 0.307280 loss_dfl: 0.191885 loss: 1.375349 eta: 2 days, 3:57:23 batch_cost: 1.9936 data_cost: 0.0011 ips: 24.0765 images/s [10/25 05:42:37] ppdet.engine INFO: Epoch: [143] [520/610] learning_rate: 0.159650 loss_vfl: 0.855848 loss_bbox: 0.301319 loss_dfl: 0.196613 loss: 1.370528 eta: 2 days, 3:56:42 batch_cost: 1.8875 data_cost: 0.0011 ips: 25.4309 images/s [10/25 05:43:21] ppdet.engine INFO: Epoch: [143] [540/610] learning_rate: 0.159598 loss_vfl: 0.866814 loss_bbox: 0.291446 loss_dfl: 0.177526 loss: 1.339832 eta: 2 days, 3:56:03 batch_cost: 2.0070 data_cost: 0.0011 ips: 23.9161 images/s [10/25 05:44:04] ppdet.engine INFO: Epoch: [143] [560/610] learning_rate: 0.159547 loss_vfl: 0.842191 loss_bbox: 0.313573 loss_dfl: 0.199537 loss: 1.352206 eta: 2 days, 3:55:24 batch_cost: 1.9577 data_cost: 0.0011 ips: 24.5180 images/s [10/25 05:44:48] ppdet.engine INFO: Epoch: [143] [580/610] learning_rate: 0.159496 loss_vfl: 0.847300 loss_bbox: 0.290774 loss_dfl: 0.192117 loss: 1.338193 eta: 2 days, 3:54:44 batch_cost: 1.9414 data_cost: 0.0011 ips: 24.7241 images/s [10/25 05:45:29] ppdet.engine INFO: Epoch: [143] [600/610] learning_rate: 0.159444 loss_vfl: 0.840029 loss_bbox: 0.304074 loss_dfl: 0.195964 loss: 1.346177 eta: 2 days, 3:54:03 batch_cost: 1.8512 data_cost: 0.0011 ips: 25.9286 images/s [10/25 05:46:02] ppdet.engine INFO: Epoch: [144] [ 0/610] learning_rate: 0.159419 loss_vfl: 0.838545 loss_bbox: 0.287391 loss_dfl: 0.190443 loss: 1.328449 eta: 2 days, 3:53:53 batch_cost: 2.3049 data_cost: 0.3511 ips: 20.8254 images/s [10/25 05:46:47] ppdet.engine INFO: Epoch: [144] [ 20/610] learning_rate: 0.159367 loss_vfl: 0.842616 loss_bbox: 0.302360 loss_dfl: 0.189518 loss: 1.337264 eta: 2 days, 3:53:15 batch_cost: 2.0117 data_cost: 0.0012 ips: 23.8609 images/s [10/25 05:47:29] ppdet.engine INFO: Epoch: [144] [ 40/610] learning_rate: 0.159316 loss_vfl: 0.825197 loss_bbox: 0.298257 loss_dfl: 0.194091 loss: 1.312922 eta: 2 days, 3:52:34 batch_cost: 1.9087 data_cost: 0.0011 ips: 25.1474 images/s [10/25 05:48:13] ppdet.engine INFO: Epoch: [144] [ 60/610] learning_rate: 0.159264 loss_vfl: 0.845254 loss_bbox: 0.299274 loss_dfl: 0.195838 loss: 1.368295 eta: 2 days, 3:51:55 batch_cost: 1.9700 data_cost: 0.0011 ips: 24.3652 images/s [10/25 05:48:57] ppdet.engine INFO: Epoch: [144] [ 80/610] learning_rate: 0.159213 loss_vfl: 0.840549 loss_bbox: 0.269535 loss_dfl: 0.178835 loss: 1.295688 eta: 2 days, 3:51:17 batch_cost: 2.0008 data_cost: 0.0011 ips: 23.9910 images/s [10/25 05:49:42] ppdet.engine INFO: Epoch: [144] [100/610] learning_rate: 0.159162 loss_vfl: 0.840496 loss_bbox: 0.292950 loss_dfl: 0.194235 loss: 1.319336 eta: 2 days, 3:50:39 batch_cost: 2.0422 data_cost: 0.0011 ips: 23.5042 images/s [10/25 05:50:26] ppdet.engine INFO: Epoch: [144] [120/610] learning_rate: 0.159110 loss_vfl: 0.836501 loss_bbox: 0.288117 loss_dfl: 0.192869 loss: 1.328516 eta: 2 days, 3:50:00 batch_cost: 1.9717 data_cost: 0.0011 ips: 24.3446 images/s [10/25 05:51:09] ppdet.engine INFO: Epoch: [144] [140/610] learning_rate: 0.159059 loss_vfl: 0.854172 loss_bbox: 0.301297 loss_dfl: 0.194782 loss: 1.332702 eta: 2 days, 3:49:20 batch_cost: 1.9331 data_cost: 0.0011 ips: 24.8307 images/s [10/25 05:51:52] ppdet.engine INFO: Epoch: [144] [160/610] learning_rate: 0.159007 loss_vfl: 0.857414 loss_bbox: 0.283250 loss_dfl: 0.186599 loss: 1.306415 eta: 2 days, 3:48:40 batch_cost: 1.9282 data_cost: 0.0010 ips: 24.8935 images/s [10/25 05:52:36] ppdet.engine INFO: Epoch: [144] [180/610] learning_rate: 0.158956 loss_vfl: 0.851153 loss_bbox: 0.291445 loss_dfl: 0.186991 loss: 1.339506 eta: 2 days, 3:48:00 batch_cost: 1.9527 data_cost: 0.0011 ips: 24.5812 images/s [10/25 05:53:19] ppdet.engine INFO: Epoch: [144] [200/610] learning_rate: 0.158905 loss_vfl: 0.849968 loss_bbox: 0.296055 loss_dfl: 0.192097 loss: 1.363381 eta: 2 days, 3:47:21 batch_cost: 1.9556 data_cost: 0.0011 ips: 24.5446 images/s [10/25 05:54:02] ppdet.engine INFO: Epoch: [144] [220/610] learning_rate: 0.158853 loss_vfl: 0.838901 loss_bbox: 0.305801 loss_dfl: 0.203428 loss: 1.330533 eta: 2 days, 3:46:41 batch_cost: 1.9495 data_cost: 0.0011 ips: 24.6220 images/s [10/25 05:54:46] ppdet.engine INFO: Epoch: [144] [240/610] learning_rate: 0.158802 loss_vfl: 0.858306 loss_bbox: 0.292564 loss_dfl: 0.189553 loss: 1.327584 eta: 2 days, 3:46:03 batch_cost: 1.9849 data_cost: 0.0011 ips: 24.1831 images/s [10/25 05:55:29] ppdet.engine INFO: Epoch: [144] [260/610] learning_rate: 0.158750 loss_vfl: 0.854024 loss_bbox: 0.282977 loss_dfl: 0.186679 loss: 1.312003 eta: 2 days, 3:45:23 batch_cost: 1.9597 data_cost: 0.0011 ips: 24.4935 images/s [10/25 05:56:12] ppdet.engine INFO: Epoch: [144] [280/610] learning_rate: 0.158699 loss_vfl: 0.823795 loss_bbox: 0.301041 loss_dfl: 0.197464 loss: 1.308911 eta: 2 days, 3:44:44 batch_cost: 1.9589 data_cost: 0.0010 ips: 24.5035 images/s [10/25 05:56:56] ppdet.engine INFO: Epoch: [144] [300/610] learning_rate: 0.158647 loss_vfl: 0.841789 loss_bbox: 0.286623 loss_dfl: 0.187009 loss: 1.302955 eta: 2 days, 3:44:06 batch_cost: 2.0111 data_cost: 0.0011 ips: 23.8677 images/s [10/25 05:57:40] ppdet.engine INFO: Epoch: [144] [320/610] learning_rate: 0.158596 loss_vfl: 0.843561 loss_bbox: 0.307553 loss_dfl: 0.201448 loss: 1.363466 eta: 2 days, 3:43:27 batch_cost: 1.9991 data_cost: 0.0011 ips: 24.0105 images/s [10/25 05:58:25] ppdet.engine INFO: Epoch: [144] [340/610] learning_rate: 0.158545 loss_vfl: 0.860897 loss_bbox: 0.307122 loss_dfl: 0.192198 loss: 1.358982 eta: 2 days, 3:42:49 batch_cost: 2.0243 data_cost: 0.0013 ips: 23.7121 images/s [10/25 05:59:08] ppdet.engine INFO: Epoch: [144] [360/610] learning_rate: 0.158493 loss_vfl: 0.839834 loss_bbox: 0.309815 loss_dfl: 0.198317 loss: 1.346373 eta: 2 days, 3:42:11 batch_cost: 2.0026 data_cost: 0.0011 ips: 23.9687 images/s [10/25 05:59:51] ppdet.engine INFO: Epoch: [144] [380/610] learning_rate: 0.158442 loss_vfl: 0.845812 loss_bbox: 0.306068 loss_dfl: 0.199755 loss: 1.362355 eta: 2 days, 3:41:31 batch_cost: 1.9563 data_cost: 0.0010 ips: 24.5355 images/s [10/25 06:00:35] ppdet.engine INFO: Epoch: [144] [400/610] learning_rate: 0.158390 loss_vfl: 0.859362 loss_bbox: 0.284807 loss_dfl: 0.181803 loss: 1.334139 eta: 2 days, 3:40:53 batch_cost: 1.9864 data_cost: 0.0011 ips: 24.1642 images/s [10/25 06:01:19] ppdet.engine INFO: Epoch: [144] [420/610] learning_rate: 0.158339 loss_vfl: 0.847655 loss_bbox: 0.282999 loss_dfl: 0.187283 loss: 1.330619 eta: 2 days, 3:40:14 batch_cost: 1.9825 data_cost: 0.0010 ips: 24.2117 images/s [10/25 06:02:02] ppdet.engine INFO: Epoch: [144] [440/610] learning_rate: 0.158288 loss_vfl: 0.850111 loss_bbox: 0.319846 loss_dfl: 0.212093 loss: 1.391173 eta: 2 days, 3:39:34 batch_cost: 1.9407 data_cost: 0.0011 ips: 24.7331 images/s [10/25 06:02:44] ppdet.engine INFO: Epoch: [144] [460/610] learning_rate: 0.158236 loss_vfl: 0.841378 loss_bbox: 0.276516 loss_dfl: 0.186172 loss: 1.321681 eta: 2 days, 3:38:54 batch_cost: 1.9233 data_cost: 0.0011 ips: 24.9570 images/s [10/25 06:03:28] ppdet.engine INFO: Epoch: [144] [480/610] learning_rate: 0.158185 loss_vfl: 0.849042 loss_bbox: 0.294280 loss_dfl: 0.191303 loss: 1.343782 eta: 2 days, 3:38:14 batch_cost: 1.9552 data_cost: 0.0011 ips: 24.5496 images/s [10/25 06:04:11] ppdet.engine INFO: Epoch: [144] [500/610] learning_rate: 0.158133 loss_vfl: 0.847370 loss_bbox: 0.309247 loss_dfl: 0.198641 loss: 1.364379 eta: 2 days, 3:37:35 batch_cost: 1.9474 data_cost: 0.0010 ips: 24.6480 images/s [10/25 06:04:54] ppdet.engine INFO: Epoch: [144] [520/610] learning_rate: 0.158082 loss_vfl: 0.859557 loss_bbox: 0.291327 loss_dfl: 0.187636 loss: 1.331664 eta: 2 days, 3:36:55 batch_cost: 1.9556 data_cost: 0.0011 ips: 24.5453 images/s [10/25 06:05:38] ppdet.engine INFO: Epoch: [144] [540/610] learning_rate: 0.158030 loss_vfl: 0.841172 loss_bbox: 0.285876 loss_dfl: 0.189822 loss: 1.309367 eta: 2 days, 3:36:16 batch_cost: 1.9782 data_cost: 0.0011 ips: 24.2647 images/s [10/25 06:06:21] ppdet.engine INFO: Epoch: [144] [560/610] learning_rate: 0.157979 loss_vfl: 0.839340 loss_bbox: 0.285088 loss_dfl: 0.184628 loss: 1.302169 eta: 2 days, 3:35:37 batch_cost: 1.9606 data_cost: 0.0010 ips: 24.4819 images/s [10/25 06:07:04] ppdet.engine INFO: Epoch: [144] [580/610] learning_rate: 0.157928 loss_vfl: 0.860976 loss_bbox: 0.294569 loss_dfl: 0.188910 loss: 1.343563 eta: 2 days, 3:34:57 batch_cost: 1.9254 data_cost: 0.0011 ips: 24.9296 images/s [10/25 06:07:45] ppdet.engine INFO: Epoch: [144] [600/610] learning_rate: 0.157876 loss_vfl: 0.855071 loss_bbox: 0.295062 loss_dfl: 0.192278 loss: 1.328181 eta: 2 days, 3:34:15 batch_cost: 1.8318 data_cost: 0.0011 ips: 26.2041 images/s [10/25 06:08:15] ppdet.engine INFO: Epoch: [145] [ 0/610] learning_rate: 0.157850 loss_vfl: 0.867045 loss_bbox: 0.280551 loss_dfl: 0.187875 loss: 1.326704 eta: 2 days, 3:34:01 batch_cost: 2.1351 data_cost: 0.1462 ips: 22.4818 images/s [10/25 06:09:01] ppdet.engine INFO: Epoch: [145] [ 20/610] learning_rate: 0.157799 loss_vfl: 0.852960 loss_bbox: 0.290341 loss_dfl: 0.186418 loss: 1.340173 eta: 2 days, 3:33:24 batch_cost: 2.0273 data_cost: 0.0013 ips: 23.6766 images/s [10/25 06:09:45] ppdet.engine INFO: Epoch: [145] [ 40/610] learning_rate: 0.157748 loss_vfl: 0.836324 loss_bbox: 0.283466 loss_dfl: 0.185174 loss: 1.305059 eta: 2 days, 3:32:45 batch_cost: 1.9849 data_cost: 0.0012 ips: 24.1831 images/s [10/25 06:10:27] ppdet.engine INFO: Epoch: [145] [ 60/610] learning_rate: 0.157696 loss_vfl: 0.842786 loss_bbox: 0.296858 loss_dfl: 0.198080 loss: 1.332809 eta: 2 days, 3:32:03 batch_cost: 1.8641 data_cost: 0.0013 ips: 25.7492 images/s [10/25 06:11:10] ppdet.engine INFO: Epoch: [145] [ 80/610] learning_rate: 0.157645 loss_vfl: 0.843572 loss_bbox: 0.280526 loss_dfl: 0.196282 loss: 1.329720 eta: 2 days, 3:31:24 batch_cost: 1.9708 data_cost: 0.0012 ips: 24.3559 images/s [10/25 06:11:54] ppdet.engine INFO: Epoch: [145] [100/610] learning_rate: 0.157593 loss_vfl: 0.842757 loss_bbox: 0.273626 loss_dfl: 0.174195 loss: 1.305138 eta: 2 days, 3:30:46 batch_cost: 2.0000 data_cost: 0.0012 ips: 23.9999 images/s [10/25 06:12:37] ppdet.engine INFO: Epoch: [145] [120/610] learning_rate: 0.157542 loss_vfl: 0.832241 loss_bbox: 0.299862 loss_dfl: 0.196277 loss: 1.313954 eta: 2 days, 3:30:06 batch_cost: 1.9595 data_cost: 0.0011 ips: 24.4965 images/s [10/25 06:13:19] ppdet.engine INFO: Epoch: [145] [140/610] learning_rate: 0.157490 loss_vfl: 0.840333 loss_bbox: 0.316623 loss_dfl: 0.192452 loss: 1.348213 eta: 2 days, 3:29:25 batch_cost: 1.8774 data_cost: 0.0011 ips: 25.5676 images/s [10/25 06:14:01] ppdet.engine INFO: Epoch: [145] [160/610] learning_rate: 0.157439 loss_vfl: 0.849261 loss_bbox: 0.274522 loss_dfl: 0.181701 loss: 1.302412 eta: 2 days, 3:28:44 batch_cost: 1.8702 data_cost: 0.0011 ips: 25.6659 images/s [10/25 06:14:44] ppdet.engine INFO: Epoch: [145] [180/610] learning_rate: 0.157387 loss_vfl: 0.858730 loss_bbox: 0.282470 loss_dfl: 0.190756 loss: 1.332570 eta: 2 days, 3:28:04 batch_cost: 1.9411 data_cost: 0.0011 ips: 24.7287 images/s [10/25 06:15:27] ppdet.engine INFO: Epoch: [145] [200/610] learning_rate: 0.157336 loss_vfl: 0.847176 loss_bbox: 0.308620 loss_dfl: 0.197518 loss: 1.358012 eta: 2 days, 3:27:25 batch_cost: 1.9664 data_cost: 0.0010 ips: 24.4107 images/s [10/25 06:16:10] ppdet.engine INFO: Epoch: [145] [220/610] learning_rate: 0.157285 loss_vfl: 0.840641 loss_bbox: 0.294502 loss_dfl: 0.195246 loss: 1.334731 eta: 2 days, 3:26:45 batch_cost: 1.9131 data_cost: 0.0010 ips: 25.0905 images/s [10/25 06:16:53] ppdet.engine INFO: Epoch: [145] [240/610] learning_rate: 0.157233 loss_vfl: 0.831235 loss_bbox: 0.295002 loss_dfl: 0.190731 loss: 1.327803 eta: 2 days, 3:26:05 batch_cost: 1.9424 data_cost: 0.0010 ips: 24.7119 images/s [10/25 06:17:36] ppdet.engine INFO: Epoch: [145] [260/610] learning_rate: 0.157182 loss_vfl: 0.836432 loss_bbox: 0.303346 loss_dfl: 0.193098 loss: 1.330777 eta: 2 days, 3:25:26 batch_cost: 1.9574 data_cost: 0.0010 ips: 24.5224 images/s [10/25 06:18:19] ppdet.engine INFO: Epoch: [145] [280/610] learning_rate: 0.157130 loss_vfl: 0.844220 loss_bbox: 0.295077 loss_dfl: 0.202378 loss: 1.352198 eta: 2 days, 3:24:46 batch_cost: 1.9248 data_cost: 0.0012 ips: 24.9377 images/s [10/25 06:19:03] ppdet.engine INFO: Epoch: [145] [300/610] learning_rate: 0.157079 loss_vfl: 0.856061 loss_bbox: 0.286765 loss_dfl: 0.182273 loss: 1.331702 eta: 2 days, 3:24:07 batch_cost: 1.9832 data_cost: 0.0011 ips: 24.2035 images/s [10/25 06:19:47] ppdet.engine INFO: Epoch: [145] [320/610] learning_rate: 0.157027 loss_vfl: 0.836148 loss_bbox: 0.289515 loss_dfl: 0.191997 loss: 1.332872 eta: 2 days, 3:23:28 batch_cost: 1.9851 data_cost: 0.0010 ips: 24.1807 images/s [10/25 06:20:30] ppdet.engine INFO: Epoch: [145] [340/610] learning_rate: 0.156976 loss_vfl: 0.829293 loss_bbox: 0.292016 loss_dfl: 0.185767 loss: 1.318196 eta: 2 days, 3:22:48 batch_cost: 1.9322 data_cost: 0.0010 ips: 24.8420 images/s [10/25 06:21:13] ppdet.engine INFO: Epoch: [145] [360/610] learning_rate: 0.156924 loss_vfl: 0.847838 loss_bbox: 0.280976 loss_dfl: 0.188610 loss: 1.325754 eta: 2 days, 3:22:08 batch_cost: 1.9191 data_cost: 0.0011 ips: 25.0123 images/s [10/25 06:21:56] ppdet.engine INFO: Epoch: [145] [380/610] learning_rate: 0.156873 loss_vfl: 0.857713 loss_bbox: 0.281444 loss_dfl: 0.182421 loss: 1.326687 eta: 2 days, 3:21:29 batch_cost: 2.0068 data_cost: 0.0011 ips: 23.9183 images/s [10/25 06:22:39] ppdet.engine INFO: Epoch: [145] [400/610] learning_rate: 0.156822 loss_vfl: 0.862746 loss_bbox: 0.299281 loss_dfl: 0.195061 loss: 1.345308 eta: 2 days, 3:20:49 batch_cost: 1.9128 data_cost: 0.0011 ips: 25.0944 images/s [10/25 06:23:24] ppdet.engine INFO: Epoch: [145] [420/610] learning_rate: 0.156770 loss_vfl: 0.865463 loss_bbox: 0.309429 loss_dfl: 0.196727 loss: 1.366229 eta: 2 days, 3:20:11 batch_cost: 2.0001 data_cost: 0.0011 ips: 23.9986 images/s [10/25 06:24:07] ppdet.engine INFO: Epoch: [145] [440/610] learning_rate: 0.156719 loss_vfl: 0.851346 loss_bbox: 0.284341 loss_dfl: 0.191941 loss: 1.323558 eta: 2 days, 3:19:32 batch_cost: 1.9896 data_cost: 0.0011 ips: 24.1254 images/s [10/25 06:24:50] ppdet.engine INFO: Epoch: [145] [460/610] learning_rate: 0.156667 loss_vfl: 0.840564 loss_bbox: 0.285396 loss_dfl: 0.185443 loss: 1.317640 eta: 2 days, 3:18:52 batch_cost: 1.9420 data_cost: 0.0011 ips: 24.7167 images/s [10/25 06:25:33] ppdet.engine INFO: Epoch: [145] [480/610] learning_rate: 0.156616 loss_vfl: 0.850203 loss_bbox: 0.284485 loss_dfl: 0.191423 loss: 1.346984 eta: 2 days, 3:18:12 batch_cost: 1.9375 data_cost: 0.0011 ips: 24.7739 images/s [10/25 06:26:15] ppdet.engine INFO: Epoch: [145] [500/610] learning_rate: 0.156564 loss_vfl: 0.844364 loss_bbox: 0.287423 loss_dfl: 0.193938 loss: 1.318339 eta: 2 days, 3:17:32 batch_cost: 1.9028 data_cost: 0.0010 ips: 25.2258 images/s [10/25 06:26:59] ppdet.engine INFO: Epoch: [145] [520/610] learning_rate: 0.156513 loss_vfl: 0.828102 loss_bbox: 0.280440 loss_dfl: 0.181675 loss: 1.333039 eta: 2 days, 3:16:53 batch_cost: 1.9824 data_cost: 0.0010 ips: 24.2130 images/s [10/25 06:27:43] ppdet.engine INFO: Epoch: [145] [540/610] learning_rate: 0.156461 loss_vfl: 0.849858 loss_bbox: 0.302296 loss_dfl: 0.192713 loss: 1.355945 eta: 2 days, 3:16:14 batch_cost: 1.9728 data_cost: 0.0010 ips: 24.3304 images/s [10/25 06:28:26] ppdet.engine INFO: Epoch: [145] [560/610] learning_rate: 0.156410 loss_vfl: 0.844841 loss_bbox: 0.320556 loss_dfl: 0.204744 loss: 1.372599 eta: 2 days, 3:15:34 batch_cost: 1.9402 data_cost: 0.0011 ips: 24.7404 images/s [10/25 06:29:08] ppdet.engine INFO: Epoch: [145] [580/610] learning_rate: 0.156359 loss_vfl: 0.836375 loss_bbox: 0.282063 loss_dfl: 0.188015 loss: 1.317236 eta: 2 days, 3:14:54 batch_cost: 1.9120 data_cost: 0.0010 ips: 25.1040 images/s [10/25 06:29:50] ppdet.engine INFO: Epoch: [145] [600/610] learning_rate: 0.156307 loss_vfl: 0.865905 loss_bbox: 0.303957 loss_dfl: 0.188969 loss: 1.324568 eta: 2 days, 3:14:13 batch_cost: 1.8833 data_cost: 0.0011 ips: 25.4873 images/s [10/25 06:30:22] ppdet.engine INFO: Epoch: [146] [ 0/610] learning_rate: 0.156281 loss_vfl: 0.865905 loss_bbox: 0.299808 loss_dfl: 0.189044 loss: 1.324568 eta: 2 days, 3:14:02 batch_cost: 2.3767 data_cost: 0.2965 ips: 20.1964 images/s [10/25 06:31:05] ppdet.engine INFO: Epoch: [146] [ 20/610] learning_rate: 0.156230 loss_vfl: 0.836086 loss_bbox: 0.287088 loss_dfl: 0.196362 loss: 1.312136 eta: 2 days, 3:13:23 batch_cost: 1.9431 data_cost: 0.0012 ips: 24.7031 images/s [10/25 06:31:48] ppdet.engine INFO: Epoch: [146] [ 40/610] learning_rate: 0.156178 loss_vfl: 0.848737 loss_bbox: 0.288794 loss_dfl: 0.192216 loss: 1.328976 eta: 2 days, 3:12:44 batch_cost: 1.9747 data_cost: 0.0011 ips: 24.3075 images/s [10/25 06:32:33] ppdet.engine INFO: Epoch: [146] [ 60/610] learning_rate: 0.156127 loss_vfl: 0.855412 loss_bbox: 0.283240 loss_dfl: 0.190900 loss: 1.316555 eta: 2 days, 3:12:06 batch_cost: 2.0214 data_cost: 0.0010 ips: 23.7461 images/s [10/25 06:33:17] ppdet.engine INFO: Epoch: [146] [ 80/610] learning_rate: 0.156076 loss_vfl: 0.835293 loss_bbox: 0.311955 loss_dfl: 0.197846 loss: 1.328175 eta: 2 days, 3:11:26 batch_cost: 1.9665 data_cost: 0.0010 ips: 24.4082 images/s [10/25 06:34:01] ppdet.engine INFO: Epoch: [146] [100/610] learning_rate: 0.156024 loss_vfl: 0.839541 loss_bbox: 0.330534 loss_dfl: 0.204455 loss: 1.358847 eta: 2 days, 3:10:48 batch_cost: 1.9847 data_cost: 0.0011 ips: 24.1845 images/s [10/25 06:34:44] ppdet.engine INFO: Epoch: [146] [120/610] learning_rate: 0.155973 loss_vfl: 0.855069 loss_bbox: 0.298577 loss_dfl: 0.191087 loss: 1.329568 eta: 2 days, 3:10:09 batch_cost: 1.9739 data_cost: 0.0011 ips: 24.3169 images/s [10/25 06:35:28] ppdet.engine INFO: Epoch: [146] [140/610] learning_rate: 0.155921 loss_vfl: 0.861272 loss_bbox: 0.283283 loss_dfl: 0.187408 loss: 1.337724 eta: 2 days, 3:09:29 batch_cost: 1.9543 data_cost: 0.0011 ips: 24.5613 images/s [10/25 06:36:12] ppdet.engine INFO: Epoch: [146] [160/610] learning_rate: 0.155870 loss_vfl: 0.843228 loss_bbox: 0.280786 loss_dfl: 0.182729 loss: 1.317278 eta: 2 days, 3:08:51 batch_cost: 2.0224 data_cost: 0.0011 ips: 23.7340 images/s [10/25 06:36:55] ppdet.engine INFO: Epoch: [146] [180/610] learning_rate: 0.155818 loss_vfl: 0.841578 loss_bbox: 0.300734 loss_dfl: 0.196404 loss: 1.342069 eta: 2 days, 3:08:12 batch_cost: 1.9828 data_cost: 0.0011 ips: 24.2079 images/s [10/25 06:37:39] ppdet.engine INFO: Epoch: [146] [200/610] learning_rate: 0.155767 loss_vfl: 0.840394 loss_bbox: 0.285131 loss_dfl: 0.187364 loss: 1.321511 eta: 2 days, 3:07:33 batch_cost: 1.9913 data_cost: 0.0011 ips: 24.1047 images/s [10/25 06:38:22] ppdet.engine INFO: Epoch: [146] [220/610] learning_rate: 0.155715 loss_vfl: 0.850412 loss_bbox: 0.301879 loss_dfl: 0.192302 loss: 1.352571 eta: 2 days, 3:06:54 batch_cost: 1.9412 data_cost: 0.0011 ips: 24.7265 images/s [10/25 06:39:04] ppdet.engine INFO: Epoch: [146] [240/610] learning_rate: 0.155664 loss_vfl: 0.824225 loss_bbox: 0.305667 loss_dfl: 0.200957 loss: 1.336169 eta: 2 days, 3:06:14 batch_cost: 1.9185 data_cost: 0.0011 ips: 25.0197 images/s [10/25 06:39:48] ppdet.engine INFO: Epoch: [146] [260/610] learning_rate: 0.155612 loss_vfl: 0.838712 loss_bbox: 0.298431 loss_dfl: 0.188277 loss: 1.331772 eta: 2 days, 3:05:35 batch_cost: 1.9801 data_cost: 0.0010 ips: 24.2413 images/s [10/25 06:40:31] ppdet.engine INFO: Epoch: [146] [280/610] learning_rate: 0.155561 loss_vfl: 0.837816 loss_bbox: 0.271431 loss_dfl: 0.177937 loss: 1.292851 eta: 2 days, 3:04:55 batch_cost: 1.9402 data_cost: 0.0010 ips: 24.7396 images/s [10/25 06:41:15] ppdet.engine INFO: Epoch: [146] [300/610] learning_rate: 0.155509 loss_vfl: 0.830345 loss_bbox: 0.271889 loss_dfl: 0.182893 loss: 1.284428 eta: 2 days, 3:04:16 batch_cost: 1.9852 data_cost: 0.0011 ips: 24.1790 images/s [10/25 06:41:59] ppdet.engine INFO: Epoch: [146] [320/610] learning_rate: 0.155458 loss_vfl: 0.827296 loss_bbox: 0.309298 loss_dfl: 0.195153 loss: 1.341115 eta: 2 days, 3:03:38 batch_cost: 2.0045 data_cost: 0.0011 ips: 23.9465 images/s [10/25 06:42:43] ppdet.engine INFO: Epoch: [146] [340/610] learning_rate: 0.155406 loss_vfl: 0.858734 loss_bbox: 0.261782 loss_dfl: 0.177712 loss: 1.311426 eta: 2 days, 3:02:58 batch_cost: 1.9476 data_cost: 0.0011 ips: 24.6463 images/s [10/25 06:43:26] ppdet.engine INFO: Epoch: [146] [360/610] learning_rate: 0.155355 loss_vfl: 0.863147 loss_bbox: 0.315379 loss_dfl: 0.203101 loss: 1.355314 eta: 2 days, 3:02:19 batch_cost: 1.9819 data_cost: 0.0010 ips: 24.2195 images/s [10/25 06:44:09] ppdet.engine INFO: Epoch: [146] [380/610] learning_rate: 0.155304 loss_vfl: 0.858284 loss_bbox: 0.300117 loss_dfl: 0.193805 loss: 1.363161 eta: 2 days, 3:01:39 batch_cost: 1.9291 data_cost: 0.0010 ips: 24.8815 images/s [10/25 06:44:51] ppdet.engine INFO: Epoch: [146] [400/610] learning_rate: 0.155252 loss_vfl: 0.866850 loss_bbox: 0.292326 loss_dfl: 0.194563 loss: 1.341529 eta: 2 days, 3:00:59 batch_cost: 1.9037 data_cost: 0.0011 ips: 25.2146 images/s [10/25 06:45:35] ppdet.engine INFO: Epoch: [146] [420/610] learning_rate: 0.155201 loss_vfl: 0.855568 loss_bbox: 0.293580 loss_dfl: 0.189398 loss: 1.331571 eta: 2 days, 3:00:19 batch_cost: 1.9468 data_cost: 0.0012 ips: 24.6560 images/s [10/25 06:46:18] ppdet.engine INFO: Epoch: [146] [440/610] learning_rate: 0.155149 loss_vfl: 0.825362 loss_bbox: 0.296662 loss_dfl: 0.197202 loss: 1.318459 eta: 2 days, 2:59:39 batch_cost: 1.9233 data_cost: 0.0011 ips: 24.9576 images/s [10/25 06:47:01] ppdet.engine INFO: Epoch: [146] [460/610] learning_rate: 0.155098 loss_vfl: 0.841413 loss_bbox: 0.296133 loss_dfl: 0.202426 loss: 1.332275 eta: 2 days, 2:58:59 batch_cost: 1.9150 data_cost: 0.0012 ips: 25.0652 images/s [10/25 06:47:44] ppdet.engine INFO: Epoch: [146] [480/610] learning_rate: 0.155046 loss_vfl: 0.854834 loss_bbox: 0.280005 loss_dfl: 0.182794 loss: 1.329390 eta: 2 days, 2:58:19 batch_cost: 1.9373 data_cost: 0.0011 ips: 24.7762 images/s [10/25 06:48:28] ppdet.engine INFO: Epoch: [146] [500/610] learning_rate: 0.154995 loss_vfl: 0.841108 loss_bbox: 0.300368 loss_dfl: 0.192499 loss: 1.333326 eta: 2 days, 2:57:39 batch_cost: 1.9554 data_cost: 0.0011 ips: 24.5470 images/s [10/25 06:49:11] ppdet.engine INFO: Epoch: [146] [520/610] learning_rate: 0.154943 loss_vfl: 0.841705 loss_bbox: 0.303824 loss_dfl: 0.190357 loss: 1.339929 eta: 2 days, 2:57:00 batch_cost: 1.9387 data_cost: 0.0010 ips: 24.7593 images/s [10/25 06:49:55] ppdet.engine INFO: Epoch: [146] [540/610] learning_rate: 0.154892 loss_vfl: 0.841013 loss_bbox: 0.282930 loss_dfl: 0.196121 loss: 1.333393 eta: 2 days, 2:56:20 batch_cost: 1.9274 data_cost: 0.0010 ips: 24.9041 images/s [10/25 06:50:38] ppdet.engine INFO: Epoch: [146] [560/610] learning_rate: 0.154840 loss_vfl: 0.832037 loss_bbox: 0.285551 loss_dfl: 0.188601 loss: 1.313938 eta: 2 days, 2:55:41 batch_cost: 1.9907 data_cost: 0.0010 ips: 24.1123 images/s [10/25 06:51:22] ppdet.engine INFO: Epoch: [146] [580/610] learning_rate: 0.154789 loss_vfl: 0.852870 loss_bbox: 0.288416 loss_dfl: 0.188320 loss: 1.358888 eta: 2 days, 2:55:01 batch_cost: 1.9461 data_cost: 0.0010 ips: 24.6645 images/s [10/25 06:52:03] ppdet.engine INFO: Epoch: [146] [600/610] learning_rate: 0.154737 loss_vfl: 0.850903 loss_bbox: 0.273195 loss_dfl: 0.186072 loss: 1.307746 eta: 2 days, 2:54:20 batch_cost: 1.8476 data_cost: 0.0011 ips: 25.9796 images/s [10/25 06:52:36] ppdet.engine INFO: Epoch: [147] [ 0/610] learning_rate: 0.154712 loss_vfl: 0.834558 loss_bbox: 0.273691 loss_dfl: 0.182606 loss: 1.299435 eta: 2 days, 2:54:10 batch_cost: 2.3554 data_cost: 0.3777 ips: 20.3785 images/s [10/25 06:53:22] ppdet.engine INFO: Epoch: [147] [ 20/610] learning_rate: 0.154660 loss_vfl: 0.846901 loss_bbox: 0.287276 loss_dfl: 0.193313 loss: 1.328222 eta: 2 days, 2:53:32 batch_cost: 2.0414 data_cost: 0.0011 ips: 23.5135 images/s [10/25 06:54:05] ppdet.engine INFO: Epoch: [147] [ 40/610] learning_rate: 0.154609 loss_vfl: 0.822731 loss_bbox: 0.290007 loss_dfl: 0.192087 loss: 1.326947 eta: 2 days, 2:52:52 batch_cost: 1.9250 data_cost: 0.0011 ips: 24.9350 images/s [10/25 06:54:49] ppdet.engine INFO: Epoch: [147] [ 60/610] learning_rate: 0.154557 loss_vfl: 0.832886 loss_bbox: 0.288184 loss_dfl: 0.189670 loss: 1.314166 eta: 2 days, 2:52:13 batch_cost: 1.9908 data_cost: 0.0047 ips: 24.1104 images/s [10/25 06:55:33] ppdet.engine INFO: Epoch: [147] [ 80/610] learning_rate: 0.154506 loss_vfl: 0.829594 loss_bbox: 0.283125 loss_dfl: 0.188861 loss: 1.316006 eta: 2 days, 2:51:34 batch_cost: 1.9778 data_cost: 0.0044 ips: 24.2693 images/s [10/25 06:56:16] ppdet.engine INFO: Epoch: [147] [100/610] learning_rate: 0.154454 loss_vfl: 0.838273 loss_bbox: 0.275945 loss_dfl: 0.186291 loss: 1.300020 eta: 2 days, 2:50:54 batch_cost: 1.9366 data_cost: 0.0011 ips: 24.7863 images/s [10/25 06:56:59] ppdet.engine INFO: Epoch: [147] [120/610] learning_rate: 0.154403 loss_vfl: 0.832416 loss_bbox: 0.304027 loss_dfl: 0.193317 loss: 1.327700 eta: 2 days, 2:50:15 batch_cost: 1.9847 data_cost: 0.0010 ips: 24.1849 images/s [10/25 06:57:43] ppdet.engine INFO: Epoch: [147] [140/610] learning_rate: 0.154351 loss_vfl: 0.843499 loss_bbox: 0.296798 loss_dfl: 0.188090 loss: 1.335351 eta: 2 days, 2:49:36 batch_cost: 1.9704 data_cost: 0.0010 ips: 24.3600 images/s [10/25 06:58:27] ppdet.engine INFO: Epoch: [147] [160/610] learning_rate: 0.154300 loss_vfl: 0.845290 loss_bbox: 0.286137 loss_dfl: 0.185875 loss: 1.330742 eta: 2 days, 2:48:57 batch_cost: 1.9748 data_cost: 0.0011 ips: 24.3059 images/s [10/25 06:59:11] ppdet.engine INFO: Epoch: [147] [180/610] learning_rate: 0.154248 loss_vfl: 0.842438 loss_bbox: 0.263502 loss_dfl: 0.181357 loss: 1.312102 eta: 2 days, 2:48:19 batch_cost: 2.0314 data_cost: 0.0010 ips: 23.6292 images/s [10/25 06:59:55] ppdet.engine INFO: Epoch: [147] [200/610] learning_rate: 0.154197 loss_vfl: 0.842847 loss_bbox: 0.294024 loss_dfl: 0.193566 loss: 1.339701 eta: 2 days, 2:47:41 batch_cost: 2.0003 data_cost: 0.0012 ips: 23.9966 images/s [10/25 07:00:39] ppdet.engine INFO: Epoch: [147] [220/610] learning_rate: 0.154145 loss_vfl: 0.834761 loss_bbox: 0.301802 loss_dfl: 0.195580 loss: 1.358915 eta: 2 days, 2:47:02 batch_cost: 1.9730 data_cost: 0.0011 ips: 24.3287 images/s [10/25 07:01:22] ppdet.engine INFO: Epoch: [147] [240/610] learning_rate: 0.154094 loss_vfl: 0.850274 loss_bbox: 0.284280 loss_dfl: 0.189492 loss: 1.319430 eta: 2 days, 2:46:23 batch_cost: 1.9704 data_cost: 0.0011 ips: 24.3601 images/s [10/25 07:02:06] ppdet.engine INFO: Epoch: [147] [260/610] learning_rate: 0.154042 loss_vfl: 0.858282 loss_bbox: 0.302678 loss_dfl: 0.186836 loss: 1.320439 eta: 2 days, 2:45:44 batch_cost: 1.9658 data_cost: 0.0011 ips: 24.4169 images/s [10/25 07:02:51] ppdet.engine INFO: Epoch: [147] [280/610] learning_rate: 0.153991 loss_vfl: 0.833548 loss_bbox: 0.303596 loss_dfl: 0.197396 loss: 1.358100 eta: 2 days, 2:45:05 batch_cost: 2.0231 data_cost: 0.0010 ips: 23.7257 images/s [10/25 07:03:36] ppdet.engine INFO: Epoch: [147] [300/610] learning_rate: 0.153939 loss_vfl: 0.848479 loss_bbox: 0.283553 loss_dfl: 0.188407 loss: 1.316330 eta: 2 days, 2:44:27 batch_cost: 1.9855 data_cost: 0.0011 ips: 24.1757 images/s [10/25 07:04:20] ppdet.engine INFO: Epoch: [147] [320/610] learning_rate: 0.153888 loss_vfl: 0.845819 loss_bbox: 0.276161 loss_dfl: 0.187894 loss: 1.306623 eta: 2 days, 2:43:48 batch_cost: 2.0077 data_cost: 0.0011 ips: 23.9078 images/s [10/25 07:05:03] ppdet.engine INFO: Epoch: [147] [340/610] learning_rate: 0.153836 loss_vfl: 0.844229 loss_bbox: 0.282411 loss_dfl: 0.194509 loss: 1.320118 eta: 2 days, 2:43:09 batch_cost: 1.9418 data_cost: 0.0011 ips: 24.7191 images/s [10/25 07:05:47] ppdet.engine INFO: Epoch: [147] [360/610] learning_rate: 0.153785 loss_vfl: 0.856236 loss_bbox: 0.288934 loss_dfl: 0.195861 loss: 1.351215 eta: 2 days, 2:42:30 batch_cost: 2.0146 data_cost: 0.0011 ips: 23.8262 images/s [10/25 07:06:31] ppdet.engine INFO: Epoch: [147] [380/610] learning_rate: 0.153733 loss_vfl: 0.863815 loss_bbox: 0.287387 loss_dfl: 0.184380 loss: 1.334584 eta: 2 days, 2:41:51 batch_cost: 1.9720 data_cost: 0.0011 ips: 24.3407 images/s [10/25 07:07:14] ppdet.engine INFO: Epoch: [147] [400/610] learning_rate: 0.153682 loss_vfl: 0.842155 loss_bbox: 0.300544 loss_dfl: 0.200667 loss: 1.341206 eta: 2 days, 2:41:12 batch_cost: 1.9705 data_cost: 0.0010 ips: 24.3592 images/s [10/25 07:07:58] ppdet.engine INFO: Epoch: [147] [420/610] learning_rate: 0.153631 loss_vfl: 0.843248 loss_bbox: 0.292271 loss_dfl: 0.188034 loss: 1.336174 eta: 2 days, 2:40:34 batch_cost: 1.9982 data_cost: 0.0010 ips: 24.0217 images/s [10/25 07:08:42] ppdet.engine INFO: Epoch: [147] [440/610] learning_rate: 0.153579 loss_vfl: 0.846439 loss_bbox: 0.296149 loss_dfl: 0.184671 loss: 1.326740 eta: 2 days, 2:39:54 batch_cost: 1.9696 data_cost: 0.0010 ips: 24.3708 images/s [10/25 07:09:24] ppdet.engine INFO: Epoch: [147] [460/610] learning_rate: 0.153528 loss_vfl: 0.837601 loss_bbox: 0.300566 loss_dfl: 0.196552 loss: 1.349538 eta: 2 days, 2:39:15 batch_cost: 1.9323 data_cost: 0.0010 ips: 24.8409 images/s [10/25 07:10:08] ppdet.engine INFO: Epoch: [147] [480/610] learning_rate: 0.153476 loss_vfl: 0.850843 loss_bbox: 0.293190 loss_dfl: 0.195795 loss: 1.327033 eta: 2 days, 2:38:36 batch_cost: 1.9873 data_cost: 0.0011 ips: 24.1535 images/s [10/25 07:10:51] ppdet.engine INFO: Epoch: [147] [500/610] learning_rate: 0.153425 loss_vfl: 0.828076 loss_bbox: 0.283279 loss_dfl: 0.189277 loss: 1.311428 eta: 2 days, 2:37:56 batch_cost: 1.9547 data_cost: 0.0011 ips: 24.5564 images/s [10/25 07:11:35] ppdet.engine INFO: Epoch: [147] [520/610] learning_rate: 0.153373 loss_vfl: 0.847928 loss_bbox: 0.300784 loss_dfl: 0.199714 loss: 1.335707 eta: 2 days, 2:37:18 batch_cost: 1.9988 data_cost: 0.0011 ips: 24.0147 images/s [10/25 07:12:18] ppdet.engine INFO: Epoch: [147] [540/610] learning_rate: 0.153322 loss_vfl: 0.844531 loss_bbox: 0.303654 loss_dfl: 0.188594 loss: 1.313263 eta: 2 days, 2:36:39 batch_cost: 1.9645 data_cost: 0.0011 ips: 24.4338 images/s [10/25 07:13:01] ppdet.engine INFO: Epoch: [147] [560/610] learning_rate: 0.153270 loss_vfl: 0.839641 loss_bbox: 0.291118 loss_dfl: 0.195162 loss: 1.321068 eta: 2 days, 2:35:59 batch_cost: 1.9329 data_cost: 0.0011 ips: 24.8333 images/s [10/25 07:13:45] ppdet.engine INFO: Epoch: [147] [580/610] learning_rate: 0.153219 loss_vfl: 0.844268 loss_bbox: 0.303811 loss_dfl: 0.200107 loss: 1.355107 eta: 2 days, 2:35:19 batch_cost: 1.9705 data_cost: 0.0012 ips: 24.3593 images/s [10/25 07:14:27] ppdet.engine INFO: Epoch: [147] [600/610] learning_rate: 0.153167 loss_vfl: 0.863786 loss_bbox: 0.299030 loss_dfl: 0.194759 loss: 1.360576 eta: 2 days, 2:34:39 batch_cost: 1.9152 data_cost: 0.0011 ips: 25.0628 images/s [10/25 07:14:58] ppdet.engine INFO: Epoch: [148] [ 0/610] learning_rate: 0.153141 loss_vfl: 0.839915 loss_bbox: 0.308140 loss_dfl: 0.199337 loss: 1.362319 eta: 2 days, 2:34:27 batch_cost: 2.2622 data_cost: 0.1437 ips: 21.2184 images/s [10/25 07:15:42] ppdet.engine INFO: Epoch: [148] [ 20/610] learning_rate: 0.153090 loss_vfl: 0.819768 loss_bbox: 0.294282 loss_dfl: 0.196270 loss: 1.310736 eta: 2 days, 2:33:48 batch_cost: 2.0028 data_cost: 0.0013 ips: 23.9664 images/s [10/25 07:16:28] ppdet.engine INFO: Epoch: [148] [ 40/610] learning_rate: 0.153038 loss_vfl: 0.831556 loss_bbox: 0.292235 loss_dfl: 0.184994 loss: 1.309525 eta: 2 days, 2:33:10 batch_cost: 2.0305 data_cost: 0.0011 ips: 23.6401 images/s [10/25 07:17:12] ppdet.engine INFO: Epoch: [148] [ 60/610] learning_rate: 0.152987 loss_vfl: 0.842133 loss_bbox: 0.289146 loss_dfl: 0.187258 loss: 1.287422 eta: 2 days, 2:32:32 batch_cost: 1.9998 data_cost: 0.0011 ips: 24.0026 images/s [10/25 07:17:56] ppdet.engine INFO: Epoch: [148] [ 80/610] learning_rate: 0.152935 loss_vfl: 0.820880 loss_bbox: 0.294181 loss_dfl: 0.195798 loss: 1.338548 eta: 2 days, 2:31:52 batch_cost: 1.9544 data_cost: 0.0011 ips: 24.5598 images/s [10/25 07:18:40] ppdet.engine INFO: Epoch: [148] [100/610] learning_rate: 0.152884 loss_vfl: 0.825845 loss_bbox: 0.274955 loss_dfl: 0.190634 loss: 1.311411 eta: 2 days, 2:31:13 batch_cost: 1.9815 data_cost: 0.0012 ips: 24.2245 images/s [10/25 07:19:22] ppdet.engine INFO: Epoch: [148] [120/610] learning_rate: 0.152832 loss_vfl: 0.826750 loss_bbox: 0.290303 loss_dfl: 0.188144 loss: 1.317966 eta: 2 days, 2:30:34 batch_cost: 1.9486 data_cost: 0.0012 ips: 24.6328 images/s [10/25 07:20:05] ppdet.engine INFO: Epoch: [148] [140/610] learning_rate: 0.152781 loss_vfl: 0.818011 loss_bbox: 0.285790 loss_dfl: 0.195169 loss: 1.306061 eta: 2 days, 2:29:53 batch_cost: 1.9009 data_cost: 0.0011 ips: 25.2510 images/s [10/25 07:20:49] ppdet.engine INFO: Epoch: [148] [160/610] learning_rate: 0.152729 loss_vfl: 0.838097 loss_bbox: 0.289176 loss_dfl: 0.183988 loss: 1.309196 eta: 2 days, 2:29:14 batch_cost: 1.9818 data_cost: 0.0012 ips: 24.2201 images/s [10/25 07:21:33] ppdet.engine INFO: Epoch: [148] [180/610] learning_rate: 0.152678 loss_vfl: 0.845203 loss_bbox: 0.295201 loss_dfl: 0.195129 loss: 1.325814 eta: 2 days, 2:28:36 batch_cost: 2.0046 data_cost: 0.0011 ips: 23.9450 images/s [10/25 07:22:16] ppdet.engine INFO: Epoch: [148] [200/610] learning_rate: 0.152626 loss_vfl: 0.819337 loss_bbox: 0.293512 loss_dfl: 0.191826 loss: 1.295750 eta: 2 days, 2:27:56 batch_cost: 1.9475 data_cost: 0.0011 ips: 24.6467 images/s [10/25 07:23:00] ppdet.engine INFO: Epoch: [148] [220/610] learning_rate: 0.152575 loss_vfl: 0.833161 loss_bbox: 0.291952 loss_dfl: 0.186748 loss: 1.309688 eta: 2 days, 2:27:18 batch_cost: 2.0083 data_cost: 0.0011 ips: 23.9004 images/s [10/25 07:23:43] ppdet.engine INFO: Epoch: [148] [240/610] learning_rate: 0.152523 loss_vfl: 0.822026 loss_bbox: 0.302703 loss_dfl: 0.192488 loss: 1.316588 eta: 2 days, 2:26:39 batch_cost: 1.9660 data_cost: 0.0012 ips: 24.4150 images/s [10/25 07:24:27] ppdet.engine INFO: Epoch: [148] [260/610] learning_rate: 0.152472 loss_vfl: 0.845529 loss_bbox: 0.301136 loss_dfl: 0.189538 loss: 1.346341 eta: 2 days, 2:26:00 batch_cost: 2.0093 data_cost: 0.0012 ips: 23.8892 images/s [10/25 07:25:12] ppdet.engine INFO: Epoch: [148] [280/610] learning_rate: 0.152420 loss_vfl: 0.867170 loss_bbox: 0.288911 loss_dfl: 0.181564 loss: 1.323296 eta: 2 days, 2:25:23 batch_cost: 2.0447 data_cost: 0.0011 ips: 23.4752 images/s [10/25 07:25:56] ppdet.engine INFO: Epoch: [148] [300/610] learning_rate: 0.152369 loss_vfl: 0.823395 loss_bbox: 0.276436 loss_dfl: 0.183814 loss: 1.308507 eta: 2 days, 2:24:45 batch_cost: 2.0179 data_cost: 0.0011 ips: 23.7869 images/s [10/25 07:26:39] ppdet.engine INFO: Epoch: [148] [320/610] learning_rate: 0.152317 loss_vfl: 0.820779 loss_bbox: 0.289692 loss_dfl: 0.196571 loss: 1.312820 eta: 2 days, 2:24:05 batch_cost: 1.9406 data_cost: 0.0011 ips: 24.7352 images/s [10/25 07:27:22] ppdet.engine INFO: Epoch: [148] [340/610] learning_rate: 0.152266 loss_vfl: 0.846454 loss_bbox: 0.275576 loss_dfl: 0.194119 loss: 1.318161 eta: 2 days, 2:23:25 batch_cost: 1.9194 data_cost: 0.0010 ips: 25.0083 images/s [10/25 07:28:05] ppdet.engine INFO: Epoch: [148] [360/610] learning_rate: 0.152214 loss_vfl: 0.845084 loss_bbox: 0.276456 loss_dfl: 0.185299 loss: 1.299863 eta: 2 days, 2:22:46 batch_cost: 1.9716 data_cost: 0.0011 ips: 24.3454 images/s [10/25 07:28:49] ppdet.engine INFO: Epoch: [148] [380/610] learning_rate: 0.152163 loss_vfl: 0.842291 loss_bbox: 0.291728 loss_dfl: 0.194726 loss: 1.341596 eta: 2 days, 2:22:07 batch_cost: 2.0157 data_cost: 0.0012 ips: 23.8130 images/s [10/25 07:29:33] ppdet.engine INFO: Epoch: [148] [400/610] learning_rate: 0.152111 loss_vfl: 0.842383 loss_bbox: 0.290738 loss_dfl: 0.188251 loss: 1.311319 eta: 2 days, 2:21:28 batch_cost: 1.9488 data_cost: 0.0012 ips: 24.6299 images/s [10/25 07:30:17] ppdet.engine INFO: Epoch: [148] [420/610] learning_rate: 0.152060 loss_vfl: 0.841238 loss_bbox: 0.270180 loss_dfl: 0.189756 loss: 1.338311 eta: 2 days, 2:20:49 batch_cost: 2.0046 data_cost: 0.0012 ips: 23.9443 images/s [10/25 07:31:00] ppdet.engine INFO: Epoch: [148] [440/610] learning_rate: 0.152008 loss_vfl: 0.852192 loss_bbox: 0.294475 loss_dfl: 0.192864 loss: 1.332699 eta: 2 days, 2:20:10 batch_cost: 1.9402 data_cost: 0.0012 ips: 24.7396 images/s [10/25 07:31:44] ppdet.engine INFO: Epoch: [148] [460/610] learning_rate: 0.151957 loss_vfl: 0.849451 loss_bbox: 0.294748 loss_dfl: 0.191199 loss: 1.326000 eta: 2 days, 2:19:30 batch_cost: 1.9370 data_cost: 0.0011 ips: 24.7803 images/s [10/25 07:32:27] ppdet.engine INFO: Epoch: [148] [480/610] learning_rate: 0.151906 loss_vfl: 0.820883 loss_bbox: 0.291563 loss_dfl: 0.190683 loss: 1.313705 eta: 2 days, 2:18:50 batch_cost: 1.9595 data_cost: 0.0011 ips: 24.4961 images/s [10/25 07:33:12] ppdet.engine INFO: Epoch: [148] [500/610] learning_rate: 0.151854 loss_vfl: 0.834993 loss_bbox: 0.275657 loss_dfl: 0.180912 loss: 1.290879 eta: 2 days, 2:18:12 batch_cost: 2.0238 data_cost: 0.0010 ips: 23.7177 images/s [10/25 07:33:55] ppdet.engine INFO: Epoch: [148] [520/610] learning_rate: 0.151803 loss_vfl: 0.850209 loss_bbox: 0.304365 loss_dfl: 0.196720 loss: 1.355086 eta: 2 days, 2:17:33 batch_cost: 1.9646 data_cost: 0.0035 ips: 24.4324 images/s [10/25 07:34:38] ppdet.engine INFO: Epoch: [148] [540/610] learning_rate: 0.151751 loss_vfl: 0.842607 loss_bbox: 0.304548 loss_dfl: 0.192547 loss: 1.342899 eta: 2 days, 2:16:53 batch_cost: 1.9268 data_cost: 0.0011 ips: 24.9117 images/s [10/25 07:35:22] ppdet.engine INFO: Epoch: [148] [560/610] learning_rate: 0.151700 loss_vfl: 0.848363 loss_bbox: 0.270124 loss_dfl: 0.191700 loss: 1.329449 eta: 2 days, 2:16:15 batch_cost: 1.9979 data_cost: 0.0017 ips: 24.0250 images/s [10/25 07:36:07] ppdet.engine INFO: Epoch: [148] [580/610] learning_rate: 0.151648 loss_vfl: 0.847354 loss_bbox: 0.284798 loss_dfl: 0.187925 loss: 1.299881 eta: 2 days, 2:15:37 batch_cost: 2.0340 data_cost: 0.0010 ips: 23.5993 images/s [10/25 07:36:49] ppdet.engine INFO: Epoch: [148] [600/610] learning_rate: 0.151597 loss_vfl: 0.851019 loss_bbox: 0.308744 loss_dfl: 0.196659 loss: 1.331170 eta: 2 days, 2:14:57 batch_cost: 1.9242 data_cost: 0.0011 ips: 24.9460 images/s [10/25 07:37:23] ppdet.engine INFO: Epoch: [149] [ 0/610] learning_rate: 0.151571 loss_vfl: 0.861281 loss_bbox: 0.316036 loss_dfl: 0.202248 loss: 1.387435 eta: 2 days, 2:14:47 batch_cost: 2.3920 data_cost: 0.1866 ips: 20.0670 images/s [10/25 07:38:08] ppdet.engine INFO: Epoch: [149] [ 20/610] learning_rate: 0.151519 loss_vfl: 0.831154 loss_bbox: 0.305207 loss_dfl: 0.199398 loss: 1.321214 eta: 2 days, 2:14:09 batch_cost: 2.0724 data_cost: 0.0012 ips: 23.1619 images/s [10/25 07:38:53] ppdet.engine INFO: Epoch: [149] [ 40/610] learning_rate: 0.151468 loss_vfl: 0.841464 loss_bbox: 0.285401 loss_dfl: 0.191829 loss: 1.323135 eta: 2 days, 2:13:32 batch_cost: 2.0429 data_cost: 0.0010 ips: 23.4960 images/s [10/25 07:39:37] ppdet.engine INFO: Epoch: [149] [ 60/610] learning_rate: 0.151416 loss_vfl: 0.839603 loss_bbox: 0.287745 loss_dfl: 0.192557 loss: 1.315325 eta: 2 days, 2:12:53 batch_cost: 1.9690 data_cost: 0.0010 ips: 24.3776 images/s [10/25 07:40:20] ppdet.engine INFO: Epoch: [149] [ 80/610] learning_rate: 0.151365 loss_vfl: 0.830645 loss_bbox: 0.298949 loss_dfl: 0.198828 loss: 1.324816 eta: 2 days, 2:12:13 batch_cost: 1.9278 data_cost: 0.0011 ips: 24.8987 images/s [10/25 07:41:04] ppdet.engine INFO: Epoch: [149] [100/610] learning_rate: 0.151313 loss_vfl: 0.824708 loss_bbox: 0.298628 loss_dfl: 0.189077 loss: 1.324562 eta: 2 days, 2:11:35 batch_cost: 2.0207 data_cost: 0.0011 ips: 23.7539 images/s [10/25 07:41:49] ppdet.engine INFO: Epoch: [149] [120/610] learning_rate: 0.151262 loss_vfl: 0.852215 loss_bbox: 0.285576 loss_dfl: 0.189270 loss: 1.338579 eta: 2 days, 2:10:56 batch_cost: 2.0173 data_cost: 0.0011 ips: 23.7945 images/s [10/25 07:42:33] ppdet.engine INFO: Epoch: [149] [140/610] learning_rate: 0.151210 loss_vfl: 0.830868 loss_bbox: 0.293302 loss_dfl: 0.189886 loss: 1.324182 eta: 2 days, 2:10:17 batch_cost: 1.9829 data_cost: 0.0010 ips: 24.2070 images/s [10/25 07:43:17] ppdet.engine INFO: Epoch: [149] [160/610] learning_rate: 0.151159 loss_vfl: 0.840308 loss_bbox: 0.300997 loss_dfl: 0.195249 loss: 1.334232 eta: 2 days, 2:09:39 batch_cost: 1.9998 data_cost: 0.0011 ips: 24.0029 images/s [10/25 07:43:59] ppdet.engine INFO: Epoch: [149] [180/610] learning_rate: 0.151107 loss_vfl: 0.845957 loss_bbox: 0.299340 loss_dfl: 0.195764 loss: 1.335134 eta: 2 days, 2:08:58 batch_cost: 1.8874 data_cost: 0.0010 ips: 25.4315 images/s [10/25 07:44:42] ppdet.engine INFO: Epoch: [149] [200/610] learning_rate: 0.151056 loss_vfl: 0.843916 loss_bbox: 0.281290 loss_dfl: 0.185788 loss: 1.296359 eta: 2 days, 2:08:18 batch_cost: 1.9217 data_cost: 0.0010 ips: 24.9783 images/s [10/25 07:45:25] ppdet.engine INFO: Epoch: [149] [220/610] learning_rate: 0.151004 loss_vfl: 0.823749 loss_bbox: 0.290869 loss_dfl: 0.192451 loss: 1.328537 eta: 2 days, 2:07:38 batch_cost: 1.9400 data_cost: 0.0010 ips: 24.7422 images/s [10/25 07:46:08] ppdet.engine INFO: Epoch: [149] [240/610] learning_rate: 0.150953 loss_vfl: 0.843879 loss_bbox: 0.294777 loss_dfl: 0.196606 loss: 1.342875 eta: 2 days, 2:06:59 batch_cost: 1.9709 data_cost: 0.0010 ips: 24.3546 images/s [10/25 07:46:51] ppdet.engine INFO: Epoch: [149] [260/610] learning_rate: 0.150901 loss_vfl: 0.827119 loss_bbox: 0.291542 loss_dfl: 0.196882 loss: 1.344172 eta: 2 days, 2:06:19 batch_cost: 1.9294 data_cost: 0.0010 ips: 24.8778 images/s [10/25 07:47:35] ppdet.engine INFO: Epoch: [149] [280/610] learning_rate: 0.150850 loss_vfl: 0.842485 loss_bbox: 0.293447 loss_dfl: 0.192216 loss: 1.322485 eta: 2 days, 2:05:40 batch_cost: 1.9713 data_cost: 0.0010 ips: 24.3488 images/s [10/25 07:48:18] ppdet.engine INFO: Epoch: [149] [300/610] learning_rate: 0.150798 loss_vfl: 0.821094 loss_bbox: 0.284865 loss_dfl: 0.187074 loss: 1.299934 eta: 2 days, 2:05:00 batch_cost: 1.9499 data_cost: 0.0011 ips: 24.6162 images/s [10/25 07:49:01] ppdet.engine INFO: Epoch: [149] [320/610] learning_rate: 0.150747 loss_vfl: 0.835037 loss_bbox: 0.295076 loss_dfl: 0.192772 loss: 1.331610 eta: 2 days, 2:04:20 batch_cost: 1.8981 data_cost: 0.0011 ips: 25.2882 images/s [10/25 07:49:44] ppdet.engine INFO: Epoch: [149] [340/610] learning_rate: 0.150695 loss_vfl: 0.839784 loss_bbox: 0.288500 loss_dfl: 0.186910 loss: 1.312945 eta: 2 days, 2:03:40 batch_cost: 1.9267 data_cost: 0.0010 ips: 24.9128 images/s [10/25 07:50:28] ppdet.engine INFO: Epoch: [149] [360/610] learning_rate: 0.150644 loss_vfl: 0.861358 loss_bbox: 0.289184 loss_dfl: 0.187647 loss: 1.356863 eta: 2 days, 2:03:01 batch_cost: 1.9807 data_cost: 0.0011 ips: 24.2335 images/s [10/25 07:51:11] ppdet.engine INFO: Epoch: [149] [380/610] learning_rate: 0.150592 loss_vfl: 0.829245 loss_bbox: 0.290237 loss_dfl: 0.184935 loss: 1.296167 eta: 2 days, 2:02:21 batch_cost: 1.9246 data_cost: 0.0011 ips: 24.9403 images/s [10/25 07:51:54] ppdet.engine INFO: Epoch: [149] [400/610] learning_rate: 0.150541 loss_vfl: 0.842445 loss_bbox: 0.291713 loss_dfl: 0.187769 loss: 1.336018 eta: 2 days, 2:01:41 batch_cost: 1.9642 data_cost: 0.0012 ips: 24.4377 images/s [10/25 07:52:37] ppdet.engine INFO: Epoch: [149] [420/610] learning_rate: 0.150489 loss_vfl: 0.839258 loss_bbox: 0.279155 loss_dfl: 0.187146 loss: 1.321442 eta: 2 days, 2:01:01 batch_cost: 1.9190 data_cost: 0.0011 ips: 25.0133 images/s [10/25 07:53:21] ppdet.engine INFO: Epoch: [149] [440/610] learning_rate: 0.150438 loss_vfl: 0.842571 loss_bbox: 0.299236 loss_dfl: 0.197098 loss: 1.331343 eta: 2 days, 2:00:23 batch_cost: 2.0214 data_cost: 0.0010 ips: 23.7459 images/s [10/25 07:54:04] ppdet.engine INFO: Epoch: [149] [460/610] learning_rate: 0.150386 loss_vfl: 0.840059 loss_bbox: 0.299970 loss_dfl: 0.198118 loss: 1.334227 eta: 2 days, 1:59:44 batch_cost: 1.9487 data_cost: 0.0010 ips: 24.6324 images/s [10/25 07:54:49] ppdet.engine INFO: Epoch: [149] [480/610] learning_rate: 0.150335 loss_vfl: 0.848103 loss_bbox: 0.271324 loss_dfl: 0.179327 loss: 1.283875 eta: 2 days, 1:59:06 batch_cost: 2.0412 data_cost: 0.0011 ips: 23.5161 images/s [10/25 07:55:32] ppdet.engine INFO: Epoch: [149] [500/610] learning_rate: 0.150283 loss_vfl: 0.866752 loss_bbox: 0.282508 loss_dfl: 0.187591 loss: 1.340530 eta: 2 days, 1:58:27 batch_cost: 1.9623 data_cost: 0.0010 ips: 24.4615 images/s [10/25 07:56:15] ppdet.engine INFO: Epoch: [149] [520/610] learning_rate: 0.150232 loss_vfl: 0.854425 loss_bbox: 0.279815 loss_dfl: 0.186796 loss: 1.342306 eta: 2 days, 1:57:46 batch_cost: 1.9241 data_cost: 0.0011 ips: 24.9472 images/s [10/25 07:56:59] ppdet.engine INFO: Epoch: [149] [540/610] learning_rate: 0.150180 loss_vfl: 0.852931 loss_bbox: 0.296276 loss_dfl: 0.191301 loss: 1.349230 eta: 2 days, 1:57:08 batch_cost: 1.9841 data_cost: 0.0010 ips: 24.1923 images/s [10/25 07:57:42] ppdet.engine INFO: Epoch: [149] [560/610] learning_rate: 0.150129 loss_vfl: 0.834999 loss_bbox: 0.272638 loss_dfl: 0.189600 loss: 1.313950 eta: 2 days, 1:56:29 batch_cost: 1.9800 data_cost: 0.0011 ips: 24.2430 images/s [10/25 07:58:26] ppdet.engine INFO: Epoch: [149] [580/610] learning_rate: 0.150077 loss_vfl: 0.839547 loss_bbox: 0.291319 loss_dfl: 0.194989 loss: 1.337028 eta: 2 days, 1:55:50 batch_cost: 2.0023 data_cost: 0.0011 ips: 23.9726 images/s [10/25 07:59:07] ppdet.engine INFO: Epoch: [149] [600/610] learning_rate: 0.150026 loss_vfl: 0.837581 loss_bbox: 0.304669 loss_dfl: 0.194793 loss: 1.337011 eta: 2 days, 1:55:08 batch_cost: 1.7976 data_cost: 0.0011 ips: 26.7016 images/s [10/25 07:59:28] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/25 07:59:28] ppdet.engine INFO: Eval iter: 0 [10/25 07:59:59] ppdet.engine INFO: Eval iter: 100 [10/25 08:00:22] ppdet.engine INFO: Eval iter: 200 [10/25 08:00:44] ppdet.engine INFO: Eval iter: 300 [10/25 08:01:06] ppdet.engine INFO: Eval iter: 400 [10/25 08:01:29] ppdet.engine INFO: Eval iter: 500 [10/25 08:01:51] ppdet.engine INFO: Eval iter: 600 [10/25 08:02:10] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.91s) creating index... index created! [10/25 08:02:11] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.66s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=98.21s). Accumulating evaluation results... DONE (t=16.85s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.351 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.507 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.370 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.138 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 ] = 0.569 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 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.506 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.233 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.566 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.748 [10/25 08:04:13] ppdet.engine INFO: Total sample number: 4952, averge FPS: 33.291414977685115 [10/25 08:04:13] ppdet.engine INFO: Best test bbox ap is 0.351. [10/25 08:04:13] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/25 08:04:15] ppdet.engine INFO: Epoch: [150] [ 0/610] learning_rate: 0.150000 loss_vfl: 0.830703 loss_bbox: 0.286673 loss_dfl: 0.185778 loss: 1.315903 eta: 2 days, 1:54:46 batch_cost: 1.7895 data_cost: 0.0011 ips: 26.8224 images/s [10/25 08:05:00] ppdet.engine INFO: Epoch: [150] [ 20/610] learning_rate: 0.149948 loss_vfl: 0.822658 loss_bbox: 0.301207 loss_dfl: 0.198956 loss: 1.339075 eta: 2 days, 1:54:09 batch_cost: 2.0631 data_cost: 0.0012 ips: 23.2664 images/s [10/25 08:05:46] ppdet.engine INFO: Epoch: [150] [ 40/610] learning_rate: 0.149897 loss_vfl: 0.833889 loss_bbox: 0.286148 loss_dfl: 0.186201 loss: 1.306359 eta: 2 days, 1:53:31 batch_cost: 2.0077 data_cost: 0.0013 ips: 23.9075 images/s [10/25 08:06:29] ppdet.engine INFO: Epoch: [150] [ 60/610] learning_rate: 0.149845 loss_vfl: 0.836862 loss_bbox: 0.289318 loss_dfl: 0.187967 loss: 1.332213 eta: 2 days, 1:52:51 batch_cost: 1.9512 data_cost: 0.0011 ips: 24.6005 images/s [10/25 08:07:13] ppdet.engine INFO: Epoch: [150] [ 80/610] learning_rate: 0.149794 loss_vfl: 0.831864 loss_bbox: 0.288924 loss_dfl: 0.187470 loss: 1.298421 eta: 2 days, 1:52:13 batch_cost: 2.0096 data_cost: 0.0011 ips: 23.8856 images/s [10/25 08:07:56] ppdet.engine INFO: Epoch: [150] [100/610] learning_rate: 0.149742 loss_vfl: 0.840652 loss_bbox: 0.276381 loss_dfl: 0.184575 loss: 1.310914 eta: 2 days, 1:51:33 batch_cost: 1.9357 data_cost: 0.0011 ips: 24.7973 images/s [10/25 08:08:40] ppdet.engine INFO: Epoch: [150] [120/610] learning_rate: 0.149691 loss_vfl: 0.841682 loss_bbox: 0.302299 loss_dfl: 0.196827 loss: 1.347462 eta: 2 days, 1:50:54 batch_cost: 1.9703 data_cost: 0.0011 ips: 24.3618 images/s [10/25 08:09:23] ppdet.engine INFO: Epoch: [150] [140/610] learning_rate: 0.149639 loss_vfl: 0.820064 loss_bbox: 0.297131 loss_dfl: 0.194313 loss: 1.293837 eta: 2 days, 1:50:14 batch_cost: 1.9557 data_cost: 0.0011 ips: 24.5439 images/s [10/25 08:10:06] ppdet.engine INFO: Epoch: [150] [160/610] learning_rate: 0.149588 loss_vfl: 0.869061 loss_bbox: 0.275955 loss_dfl: 0.187771 loss: 1.346324 eta: 2 days, 1:49:33 batch_cost: 1.8733 data_cost: 0.0011 ips: 25.6237 images/s [10/25 08:10:49] ppdet.engine INFO: Epoch: [150] [180/610] learning_rate: 0.149536 loss_vfl: 0.825956 loss_bbox: 0.273601 loss_dfl: 0.182643 loss: 1.305382 eta: 2 days, 1:48:54 batch_cost: 1.9583 data_cost: 0.0011 ips: 24.5109 images/s [10/25 08:11:33] ppdet.engine INFO: Epoch: [150] [200/610] learning_rate: 0.149485 loss_vfl: 0.853512 loss_bbox: 0.296458 loss_dfl: 0.195821 loss: 1.355582 eta: 2 days, 1:48:14 batch_cost: 1.9546 data_cost: 0.0010 ips: 24.5577 images/s [10/25 08:12:17] ppdet.engine INFO: Epoch: [150] [220/610] learning_rate: 0.149433 loss_vfl: 0.847907 loss_bbox: 0.290226 loss_dfl: 0.191109 loss: 1.326296 eta: 2 days, 1:47:36 batch_cost: 1.9878 data_cost: 0.0010 ips: 24.1467 images/s [10/25 08:13:00] ppdet.engine INFO: Epoch: [150] [240/610] learning_rate: 0.149382 loss_vfl: 0.850236 loss_bbox: 0.283637 loss_dfl: 0.189216 loss: 1.333673 eta: 2 days, 1:46:56 batch_cost: 1.9588 data_cost: 0.0011 ips: 24.5042 images/s [10/25 08:13:43] ppdet.engine INFO: Epoch: [150] [260/610] learning_rate: 0.149330 loss_vfl: 0.836589 loss_bbox: 0.300055 loss_dfl: 0.194316 loss: 1.323155 eta: 2 days, 1:46:16 batch_cost: 1.9353 data_cost: 0.0012 ips: 24.8021 images/s [10/25 08:14:27] ppdet.engine INFO: Epoch: [150] [280/610] learning_rate: 0.149279 loss_vfl: 0.841354 loss_bbox: 0.282831 loss_dfl: 0.182314 loss: 1.287683 eta: 2 days, 1:45:37 batch_cost: 1.9764 data_cost: 0.0011 ips: 24.2866 images/s [10/25 08:15:11] ppdet.engine INFO: Epoch: [150] [300/610] learning_rate: 0.149227 loss_vfl: 0.843913 loss_bbox: 0.285710 loss_dfl: 0.188169 loss: 1.316178 eta: 2 days, 1:45:00 batch_cost: 2.0375 data_cost: 0.0011 ips: 23.5586 images/s [10/25 08:15:54] ppdet.engine INFO: Epoch: [150] [320/610] learning_rate: 0.149176 loss_vfl: 0.840994 loss_bbox: 0.281087 loss_dfl: 0.184460 loss: 1.304949 eta: 2 days, 1:44:20 batch_cost: 1.9251 data_cost: 0.0011 ips: 24.9333 images/s [10/25 08:16:38] ppdet.engine INFO: Epoch: [150] [340/610] learning_rate: 0.149124 loss_vfl: 0.832465 loss_bbox: 0.294569 loss_dfl: 0.181675 loss: 1.331159 eta: 2 days, 1:43:40 batch_cost: 1.9711 data_cost: 0.0010 ips: 24.3522 images/s [10/25 08:17:21] ppdet.engine INFO: Epoch: [150] [360/610] learning_rate: 0.149073 loss_vfl: 0.840691 loss_bbox: 0.295817 loss_dfl: 0.193636 loss: 1.342223 eta: 2 days, 1:43:01 batch_cost: 1.9603 data_cost: 0.0011 ips: 24.4861 images/s [10/25 08:18:05] ppdet.engine INFO: Epoch: [150] [380/610] learning_rate: 0.149021 loss_vfl: 0.838208 loss_bbox: 0.273333 loss_dfl: 0.184455 loss: 1.316794 eta: 2 days, 1:42:23 batch_cost: 2.0234 data_cost: 0.0010 ips: 23.7225 images/s [10/25 08:18:49] ppdet.engine INFO: Epoch: [150] [400/610] learning_rate: 0.148970 loss_vfl: 0.843574 loss_bbox: 0.281586 loss_dfl: 0.186924 loss: 1.320451 eta: 2 days, 1:41:44 batch_cost: 1.9916 data_cost: 0.0010 ips: 24.1009 images/s [10/25 08:19:32] ppdet.engine INFO: Epoch: [150] [420/610] learning_rate: 0.148918 loss_vfl: 0.862070 loss_bbox: 0.292659 loss_dfl: 0.193674 loss: 1.347929 eta: 2 days, 1:41:05 batch_cost: 1.9718 data_cost: 0.0010 ips: 24.3430 images/s [10/25 08:20:17] ppdet.engine INFO: Epoch: [150] [440/610] learning_rate: 0.148867 loss_vfl: 0.853286 loss_bbox: 0.286541 loss_dfl: 0.183262 loss: 1.325751 eta: 2 days, 1:40:27 batch_cost: 2.0318 data_cost: 0.0011 ips: 23.6248 images/s [10/25 08:21:00] ppdet.engine INFO: Epoch: [150] [460/610] learning_rate: 0.148815 loss_vfl: 0.853210 loss_bbox: 0.286666 loss_dfl: 0.187789 loss: 1.322706 eta: 2 days, 1:39:48 batch_cost: 1.9572 data_cost: 0.0034 ips: 24.5244 images/s [10/25 08:21:43] ppdet.engine INFO: Epoch: [150] [480/610] learning_rate: 0.148764 loss_vfl: 0.854201 loss_bbox: 0.260142 loss_dfl: 0.178564 loss: 1.309529 eta: 2 days, 1:39:08 batch_cost: 1.9613 data_cost: 0.0010 ips: 24.4735 images/s [10/25 08:22:27] ppdet.engine INFO: Epoch: [150] [500/610] learning_rate: 0.148712 loss_vfl: 0.845951 loss_bbox: 0.286973 loss_dfl: 0.188080 loss: 1.323872 eta: 2 days, 1:38:29 batch_cost: 1.9685 data_cost: 0.0010 ips: 24.3836 images/s [10/25 08:23:09] ppdet.engine INFO: Epoch: [150] [520/610] learning_rate: 0.148661 loss_vfl: 0.853281 loss_bbox: 0.280318 loss_dfl: 0.180480 loss: 1.309634 eta: 2 days, 1:37:49 batch_cost: 1.9171 data_cost: 0.0010 ips: 25.0378 images/s [10/25 08:23:53] ppdet.engine INFO: Epoch: [150] [540/610] learning_rate: 0.148609 loss_vfl: 0.860643 loss_bbox: 0.288484 loss_dfl: 0.191200 loss: 1.329646 eta: 2 days, 1:37:09 batch_cost: 1.9415 data_cost: 0.0010 ips: 24.7230 images/s [10/25 08:24:36] ppdet.engine INFO: Epoch: [150] [560/610] learning_rate: 0.148558 loss_vfl: 0.866207 loss_bbox: 0.284075 loss_dfl: 0.182596 loss: 1.331457 eta: 2 days, 1:36:30 batch_cost: 1.9512 data_cost: 0.0011 ips: 24.6008 images/s [10/25 08:25:19] ppdet.engine INFO: Epoch: [150] [580/610] learning_rate: 0.148506 loss_vfl: 0.826481 loss_bbox: 0.304531 loss_dfl: 0.200375 loss: 1.329755 eta: 2 days, 1:35:50 batch_cost: 1.9491 data_cost: 0.0011 ips: 24.6272 images/s [10/25 08:26:01] ppdet.engine INFO: Epoch: [150] [600/610] learning_rate: 0.148455 loss_vfl: 0.844540 loss_bbox: 0.306482 loss_dfl: 0.200829 loss: 1.335460 eta: 2 days, 1:35:09 batch_cost: 1.8768 data_cost: 0.0011 ips: 25.5760 images/s [10/25 08:26:34] ppdet.engine INFO: Epoch: [151] [ 0/610] learning_rate: 0.148429 loss_vfl: 0.845367 loss_bbox: 0.299230 loss_dfl: 0.197635 loss: 1.326755 eta: 2 days, 1:34:58 batch_cost: 2.3319 data_cost: 0.2506 ips: 20.5840 images/s [10/25 08:27:18] ppdet.engine INFO: Epoch: [151] [ 20/610] learning_rate: 0.148378 loss_vfl: 0.844675 loss_bbox: 0.292161 loss_dfl: 0.192878 loss: 1.324212 eta: 2 days, 1:34:20 batch_cost: 2.0031 data_cost: 0.0012 ips: 23.9630 images/s [10/25 08:28:01] ppdet.engine INFO: Epoch: [151] [ 40/610] learning_rate: 0.148326 loss_vfl: 0.821028 loss_bbox: 0.296499 loss_dfl: 0.189100 loss: 1.310249 eta: 2 days, 1:33:40 batch_cost: 1.9540 data_cost: 0.0011 ips: 24.5645 images/s [10/25 08:28:44] ppdet.engine INFO: Epoch: [151] [ 60/610] learning_rate: 0.148275 loss_vfl: 0.820128 loss_bbox: 0.302337 loss_dfl: 0.197006 loss: 1.301605 eta: 2 days, 1:33:00 batch_cost: 1.9385 data_cost: 0.0042 ips: 24.7613 images/s [10/25 08:29:27] ppdet.engine INFO: Epoch: [151] [ 80/610] learning_rate: 0.148223 loss_vfl: 0.844777 loss_bbox: 0.279307 loss_dfl: 0.190786 loss: 1.312022 eta: 2 days, 1:32:21 batch_cost: 1.9383 data_cost: 0.0011 ips: 24.7633 images/s [10/25 08:30:11] ppdet.engine INFO: Epoch: [151] [100/610] learning_rate: 0.148172 loss_vfl: 0.855973 loss_bbox: 0.279708 loss_dfl: 0.190182 loss: 1.346587 eta: 2 days, 1:31:41 batch_cost: 1.9648 data_cost: 0.0011 ips: 24.4303 images/s [10/25 08:30:53] ppdet.engine INFO: Epoch: [151] [120/610] learning_rate: 0.148120 loss_vfl: 0.837265 loss_bbox: 0.301150 loss_dfl: 0.200127 loss: 1.344871 eta: 2 days, 1:31:02 batch_cost: 1.9512 data_cost: 0.0011 ips: 24.6004 images/s [10/25 08:31:38] ppdet.engine INFO: Epoch: [151] [140/610] learning_rate: 0.148069 loss_vfl: 0.842696 loss_bbox: 0.285384 loss_dfl: 0.185299 loss: 1.307888 eta: 2 days, 1:30:23 batch_cost: 2.0028 data_cost: 0.0010 ips: 23.9665 images/s [10/25 08:32:23] ppdet.engine INFO: Epoch: [151] [160/610] learning_rate: 0.148017 loss_vfl: 0.845558 loss_bbox: 0.278430 loss_dfl: 0.186635 loss: 1.331315 eta: 2 days, 1:29:45 batch_cost: 2.0048 data_cost: 0.0011 ips: 23.9429 images/s [10/25 08:33:06] ppdet.engine INFO: Epoch: [151] [180/610] learning_rate: 0.147966 loss_vfl: 0.825414 loss_bbox: 0.282561 loss_dfl: 0.182996 loss: 1.314601 eta: 2 days, 1:29:06 batch_cost: 1.9824 data_cost: 0.0011 ips: 24.2128 images/s [10/25 08:33:49] ppdet.engine INFO: Epoch: [151] [200/610] learning_rate: 0.147914 loss_vfl: 0.837750 loss_bbox: 0.295940 loss_dfl: 0.194091 loss: 1.342928 eta: 2 days, 1:28:26 batch_cost: 1.9218 data_cost: 0.0011 ips: 24.9772 images/s [10/25 08:34:33] ppdet.engine INFO: Epoch: [151] [220/610] learning_rate: 0.147863 loss_vfl: 0.828052 loss_bbox: 0.317770 loss_dfl: 0.192685 loss: 1.342831 eta: 2 days, 1:27:46 batch_cost: 1.9462 data_cost: 0.0011 ips: 24.6629 images/s [10/25 08:35:17] ppdet.engine INFO: Epoch: [151] [240/610] learning_rate: 0.147811 loss_vfl: 0.848616 loss_bbox: 0.310421 loss_dfl: 0.195758 loss: 1.344163 eta: 2 days, 1:27:07 batch_cost: 1.9942 data_cost: 0.0011 ips: 24.0697 images/s [10/25 08:36:00] ppdet.engine INFO: Epoch: [151] [260/610] learning_rate: 0.147760 loss_vfl: 0.852066 loss_bbox: 0.274452 loss_dfl: 0.187659 loss: 1.305128 eta: 2 days, 1:26:29 batch_cost: 2.0108 data_cost: 0.0011 ips: 23.8714 images/s [10/25 08:36:44] ppdet.engine INFO: Epoch: [151] [280/610] learning_rate: 0.147708 loss_vfl: 0.852284 loss_bbox: 0.302318 loss_dfl: 0.194839 loss: 1.351633 eta: 2 days, 1:25:51 batch_cost: 2.0124 data_cost: 0.0011 ips: 23.8524 images/s [10/25 08:37:29] ppdet.engine INFO: Epoch: [151] [300/610] learning_rate: 0.147657 loss_vfl: 0.842757 loss_bbox: 0.311201 loss_dfl: 0.198746 loss: 1.354002 eta: 2 days, 1:25:12 batch_cost: 1.9926 data_cost: 0.0010 ips: 24.0891 images/s [10/25 08:38:14] ppdet.engine INFO: Epoch: [151] [320/610] learning_rate: 0.147605 loss_vfl: 0.853025 loss_bbox: 0.283623 loss_dfl: 0.183569 loss: 1.328994 eta: 2 days, 1:24:34 batch_cost: 2.0065 data_cost: 0.0011 ips: 23.9224 images/s [10/25 08:38:58] ppdet.engine INFO: Epoch: [151] [340/610] learning_rate: 0.147554 loss_vfl: 0.867358 loss_bbox: 0.265107 loss_dfl: 0.178483 loss: 1.302264 eta: 2 days, 1:23:55 batch_cost: 1.9801 data_cost: 0.0011 ips: 24.2411 images/s [10/25 08:39:40] ppdet.engine INFO: Epoch: [151] [360/610] learning_rate: 0.147502 loss_vfl: 0.857632 loss_bbox: 0.297735 loss_dfl: 0.196362 loss: 1.350144 eta: 2 days, 1:23:14 batch_cost: 1.9066 data_cost: 0.0011 ips: 25.1751 images/s [10/25 08:40:23] ppdet.engine INFO: Epoch: [151] [380/610] learning_rate: 0.147451 loss_vfl: 0.854371 loss_bbox: 0.285220 loss_dfl: 0.187874 loss: 1.326937 eta: 2 days, 1:22:34 batch_cost: 1.9268 data_cost: 0.0012 ips: 24.9119 images/s [10/25 08:41:06] ppdet.engine INFO: Epoch: [151] [400/610] learning_rate: 0.147399 loss_vfl: 0.837418 loss_bbox: 0.298743 loss_dfl: 0.195611 loss: 1.361591 eta: 2 days, 1:21:55 batch_cost: 1.9464 data_cost: 0.0012 ips: 24.6605 images/s [10/25 08:41:50] ppdet.engine INFO: Epoch: [151] [420/610] learning_rate: 0.147348 loss_vfl: 0.858546 loss_bbox: 0.296444 loss_dfl: 0.197426 loss: 1.361116 eta: 2 days, 1:21:16 batch_cost: 1.9989 data_cost: 0.0011 ips: 24.0137 images/s [10/25 08:42:34] ppdet.engine INFO: Epoch: [151] [440/610] learning_rate: 0.147296 loss_vfl: 0.840242 loss_bbox: 0.292873 loss_dfl: 0.187753 loss: 1.319294 eta: 2 days, 1:20:37 batch_cost: 1.9960 data_cost: 0.0010 ips: 24.0479 images/s [10/25 08:43:18] ppdet.engine INFO: Epoch: [151] [460/610] learning_rate: 0.147245 loss_vfl: 0.835752 loss_bbox: 0.268897 loss_dfl: 0.185065 loss: 1.299764 eta: 2 days, 1:19:58 batch_cost: 1.9846 data_cost: 0.0011 ips: 24.1860 images/s [10/25 08:44:02] ppdet.engine INFO: Epoch: [151] [480/610] learning_rate: 0.147193 loss_vfl: 0.841585 loss_bbox: 0.291616 loss_dfl: 0.186072 loss: 1.342395 eta: 2 days, 1:19:19 batch_cost: 1.9571 data_cost: 0.0011 ips: 24.5255 images/s [10/25 08:44:45] ppdet.engine INFO: Epoch: [151] [500/610] learning_rate: 0.147142 loss_vfl: 0.823211 loss_bbox: 0.289447 loss_dfl: 0.192316 loss: 1.311147 eta: 2 days, 1:18:41 batch_cost: 2.0022 data_cost: 0.0011 ips: 23.9739 images/s [10/25 08:45:29] ppdet.engine INFO: Epoch: [151] [520/610] learning_rate: 0.147090 loss_vfl: 0.835901 loss_bbox: 0.307705 loss_dfl: 0.187244 loss: 1.325701 eta: 2 days, 1:18:01 batch_cost: 1.9663 data_cost: 0.0011 ips: 24.4116 images/s [10/25 08:46:12] ppdet.engine INFO: Epoch: [151] [540/610] learning_rate: 0.147039 loss_vfl: 0.849262 loss_bbox: 0.291719 loss_dfl: 0.187899 loss: 1.319834 eta: 2 days, 1:17:21 batch_cost: 1.9169 data_cost: 0.0011 ips: 25.0401 images/s [10/25 08:46:56] ppdet.engine INFO: Epoch: [151] [560/610] learning_rate: 0.146987 loss_vfl: 0.859165 loss_bbox: 0.276124 loss_dfl: 0.188032 loss: 1.300308 eta: 2 days, 1:16:42 batch_cost: 1.9761 data_cost: 0.0011 ips: 24.2905 images/s [10/25 08:47:39] ppdet.engine INFO: Epoch: [151] [580/610] learning_rate: 0.146936 loss_vfl: 0.847083 loss_bbox: 0.285652 loss_dfl: 0.185136 loss: 1.329077 eta: 2 days, 1:16:02 batch_cost: 1.9334 data_cost: 0.0011 ips: 24.8268 images/s [10/25 08:48:21] ppdet.engine INFO: Epoch: [151] [600/610] learning_rate: 0.146884 loss_vfl: 0.851288 loss_bbox: 0.288779 loss_dfl: 0.194499 loss: 1.333109 eta: 2 days, 1:15:22 batch_cost: 1.9072 data_cost: 0.0012 ips: 25.1673 images/s [10/25 08:48:53] ppdet.engine INFO: Epoch: [152] [ 0/610] learning_rate: 0.146859 loss_vfl: 0.861540 loss_bbox: 0.288805 loss_dfl: 0.191713 loss: 1.338528 eta: 2 days, 1:15:10 batch_cost: 2.2830 data_cost: 0.1834 ips: 21.0250 images/s [10/25 08:49:38] ppdet.engine INFO: Epoch: [152] [ 20/610] learning_rate: 0.146807 loss_vfl: 0.842750 loss_bbox: 0.268665 loss_dfl: 0.181604 loss: 1.313416 eta: 2 days, 1:14:32 batch_cost: 2.0359 data_cost: 0.0011 ips: 23.5762 images/s [10/25 08:50:21] ppdet.engine INFO: Epoch: [152] [ 40/610] learning_rate: 0.146756 loss_vfl: 0.832023 loss_bbox: 0.281632 loss_dfl: 0.188575 loss: 1.297667 eta: 2 days, 1:13:52 batch_cost: 1.9273 data_cost: 0.0011 ips: 24.9052 images/s [10/25 08:51:04] ppdet.engine INFO: Epoch: [152] [ 60/610] learning_rate: 0.146704 loss_vfl: 0.838650 loss_bbox: 0.284428 loss_dfl: 0.183037 loss: 1.312879 eta: 2 days, 1:13:12 batch_cost: 1.9608 data_cost: 0.0010 ips: 24.4797 images/s [10/25 08:51:47] ppdet.engine INFO: Epoch: [152] [ 80/610] learning_rate: 0.146653 loss_vfl: 0.819365 loss_bbox: 0.296888 loss_dfl: 0.192188 loss: 1.310147 eta: 2 days, 1:12:33 batch_cost: 1.9409 data_cost: 0.0011 ips: 24.7312 images/s [10/25 08:52:31] ppdet.engine INFO: Epoch: [152] [100/610] learning_rate: 0.146601 loss_vfl: 0.855285 loss_bbox: 0.299137 loss_dfl: 0.196721 loss: 1.336118 eta: 2 days, 1:11:54 batch_cost: 2.0058 data_cost: 0.0011 ips: 23.9304 images/s [10/25 08:53:15] ppdet.engine INFO: Epoch: [152] [120/610] learning_rate: 0.146550 loss_vfl: 0.837449 loss_bbox: 0.301314 loss_dfl: 0.193061 loss: 1.342754 eta: 2 days, 1:11:15 batch_cost: 1.9460 data_cost: 0.0011 ips: 24.6656 images/s [10/25 08:53:57] ppdet.engine INFO: Epoch: [152] [140/610] learning_rate: 0.146498 loss_vfl: 0.850506 loss_bbox: 0.269808 loss_dfl: 0.188300 loss: 1.318782 eta: 2 days, 1:10:35 batch_cost: 1.9294 data_cost: 0.0011 ips: 24.8785 images/s [10/25 08:54:41] ppdet.engine INFO: Epoch: [152] [160/610] learning_rate: 0.146447 loss_vfl: 0.835717 loss_bbox: 0.286521 loss_dfl: 0.190353 loss: 1.319020 eta: 2 days, 1:09:56 batch_cost: 2.0126 data_cost: 0.0011 ips: 23.8494 images/s [10/25 08:55:24] ppdet.engine INFO: Epoch: [152] [180/610] learning_rate: 0.146395 loss_vfl: 0.834344 loss_bbox: 0.304096 loss_dfl: 0.198048 loss: 1.318592 eta: 2 days, 1:09:17 batch_cost: 1.9576 data_cost: 0.0011 ips: 24.5204 images/s [10/25 08:56:08] ppdet.engine INFO: Epoch: [152] [200/610] learning_rate: 0.146344 loss_vfl: 0.850946 loss_bbox: 0.295341 loss_dfl: 0.195593 loss: 1.368516 eta: 2 days, 1:08:38 batch_cost: 1.9694 data_cost: 0.0010 ips: 24.3729 images/s [10/25 08:56:52] ppdet.engine INFO: Epoch: [152] [220/610] learning_rate: 0.146292 loss_vfl: 0.836672 loss_bbox: 0.298103 loss_dfl: 0.191189 loss: 1.323177 eta: 2 days, 1:07:59 batch_cost: 1.9719 data_cost: 0.0011 ips: 24.3424 images/s [10/25 08:57:36] ppdet.engine INFO: Epoch: [152] [240/610] learning_rate: 0.146241 loss_vfl: 0.846082 loss_bbox: 0.304357 loss_dfl: 0.199878 loss: 1.333357 eta: 2 days, 1:07:20 batch_cost: 1.9787 data_cost: 0.0011 ips: 24.2586 images/s [10/25 08:58:19] ppdet.engine INFO: Epoch: [152] [260/610] learning_rate: 0.146189 loss_vfl: 0.842778 loss_bbox: 0.271367 loss_dfl: 0.187221 loss: 1.312632 eta: 2 days, 1:06:40 batch_cost: 1.9555 data_cost: 0.0010 ips: 24.5459 images/s [10/25 08:59:02] ppdet.engine INFO: Epoch: [152] [280/610] learning_rate: 0.146138 loss_vfl: 0.855145 loss_bbox: 0.285027 loss_dfl: 0.186887 loss: 1.339873 eta: 2 days, 1:06:01 batch_cost: 1.9598 data_cost: 0.0010 ips: 24.4922 images/s [10/25 08:59:45] ppdet.engine INFO: Epoch: [152] [300/610] learning_rate: 0.146086 loss_vfl: 0.860546 loss_bbox: 0.292510 loss_dfl: 0.187246 loss: 1.334934 eta: 2 days, 1:05:21 batch_cost: 1.9618 data_cost: 0.0010 ips: 24.4668 images/s [10/25 09:00:28] ppdet.engine INFO: Epoch: [152] [320/610] learning_rate: 0.146035 loss_vfl: 0.841046 loss_bbox: 0.283931 loss_dfl: 0.187273 loss: 1.332689 eta: 2 days, 1:04:41 batch_cost: 1.9087 data_cost: 0.0010 ips: 25.1482 images/s [10/25 09:01:11] ppdet.engine INFO: Epoch: [152] [340/610] learning_rate: 0.145983 loss_vfl: 0.845044 loss_bbox: 0.295684 loss_dfl: 0.191835 loss: 1.337018 eta: 2 days, 1:04:01 batch_cost: 1.9212 data_cost: 0.0011 ips: 24.9850 images/s [10/25 09:01:56] ppdet.engine INFO: Epoch: [152] [360/610] learning_rate: 0.145932 loss_vfl: 0.823122 loss_bbox: 0.283905 loss_dfl: 0.193162 loss: 1.312041 eta: 2 days, 1:03:23 batch_cost: 2.0359 data_cost: 0.0011 ips: 23.5766 images/s [10/25 09:02:40] ppdet.engine INFO: Epoch: [152] [380/610] learning_rate: 0.145880 loss_vfl: 0.828624 loss_bbox: 0.296581 loss_dfl: 0.194145 loss: 1.324444 eta: 2 days, 1:02:44 batch_cost: 1.9799 data_cost: 0.0011 ips: 24.2440 images/s [10/25 09:03:24] ppdet.engine INFO: Epoch: [152] [400/610] learning_rate: 0.145829 loss_vfl: 0.848563 loss_bbox: 0.287279 loss_dfl: 0.193071 loss: 1.337381 eta: 2 days, 1:02:05 batch_cost: 1.9572 data_cost: 0.0011 ips: 24.5247 images/s [10/25 09:04:07] ppdet.engine INFO: Epoch: [152] [420/610] learning_rate: 0.145777 loss_vfl: 0.830869 loss_bbox: 0.304557 loss_dfl: 0.199158 loss: 1.320549 eta: 2 days, 1:01:25 batch_cost: 1.9495 data_cost: 0.0010 ips: 24.6214 images/s [10/25 09:04:51] ppdet.engine INFO: Epoch: [152] [440/610] learning_rate: 0.145726 loss_vfl: 0.842881 loss_bbox: 0.273152 loss_dfl: 0.186261 loss: 1.312425 eta: 2 days, 1:00:46 batch_cost: 1.9735 data_cost: 0.0010 ips: 24.3228 images/s [10/25 09:05:34] ppdet.engine INFO: Epoch: [152] [460/610] learning_rate: 0.145674 loss_vfl: 0.849321 loss_bbox: 0.280774 loss_dfl: 0.185611 loss: 1.331685 eta: 2 days, 1:00:07 batch_cost: 1.9689 data_cost: 0.0011 ips: 24.3795 images/s [10/25 09:06:17] ppdet.engine INFO: Epoch: [152] [480/610] learning_rate: 0.145623 loss_vfl: 0.830971 loss_bbox: 0.300766 loss_dfl: 0.194689 loss: 1.329352 eta: 2 days, 0:59:27 batch_cost: 1.9561 data_cost: 0.0011 ips: 24.5389 images/s [10/25 09:07:01] ppdet.engine INFO: Epoch: [152] [500/610] learning_rate: 0.145572 loss_vfl: 0.866917 loss_bbox: 0.287529 loss_dfl: 0.194982 loss: 1.342300 eta: 2 days, 0:58:49 batch_cost: 2.0071 data_cost: 0.0011 ips: 23.9156 images/s [10/25 09:07:45] ppdet.engine INFO: Epoch: [152] [520/610] learning_rate: 0.145520 loss_vfl: 0.862189 loss_bbox: 0.276253 loss_dfl: 0.184809 loss: 1.327066 eta: 2 days, 0:58:09 batch_cost: 1.9490 data_cost: 0.0011 ips: 24.6278 images/s [10/25 09:08:28] ppdet.engine INFO: Epoch: [152] [540/610] learning_rate: 0.145469 loss_vfl: 0.842997 loss_bbox: 0.277798 loss_dfl: 0.188556 loss: 1.313406 eta: 2 days, 0:57:30 batch_cost: 1.9513 data_cost: 0.0011 ips: 24.5987 images/s [10/25 09:09:10] ppdet.engine INFO: Epoch: [152] [560/610] learning_rate: 0.145417 loss_vfl: 0.848080 loss_bbox: 0.305655 loss_dfl: 0.190764 loss: 1.333151 eta: 2 days, 0:56:49 batch_cost: 1.8901 data_cost: 0.0011 ips: 25.3949 images/s [10/25 09:09:53] ppdet.engine INFO: Epoch: [152] [580/610] learning_rate: 0.145366 loss_vfl: 0.832944 loss_bbox: 0.272253 loss_dfl: 0.184102 loss: 1.299987 eta: 2 days, 0:56:10 batch_cost: 1.9490 data_cost: 0.0011 ips: 24.6286 images/s [10/25 09:10:35] ppdet.engine INFO: Epoch: [152] [600/610] learning_rate: 0.145314 loss_vfl: 0.843522 loss_bbox: 0.279130 loss_dfl: 0.185598 loss: 1.311553 eta: 2 days, 0:55:28 batch_cost: 1.8585 data_cost: 0.0052 ips: 25.8271 images/s [10/25 09:11:08] ppdet.engine INFO: Epoch: [153] [ 0/610] learning_rate: 0.145288 loss_vfl: 0.848008 loss_bbox: 0.291400 loss_dfl: 0.187573 loss: 1.318737 eta: 2 days, 0:55:17 batch_cost: 2.3548 data_cost: 0.2508 ips: 20.3837 images/s [10/25 09:11:52] ppdet.engine INFO: Epoch: [153] [ 20/610] learning_rate: 0.145237 loss_vfl: 0.822105 loss_bbox: 0.278672 loss_dfl: 0.185225 loss: 1.297609 eta: 2 days, 0:54:38 batch_cost: 1.9828 data_cost: 0.0011 ips: 24.2085 images/s [10/25 09:12:36] ppdet.engine INFO: Epoch: [153] [ 40/610] learning_rate: 0.145185 loss_vfl: 0.830610 loss_bbox: 0.284646 loss_dfl: 0.187401 loss: 1.287716 eta: 2 days, 0:54:01 batch_cost: 2.0616 data_cost: 0.0011 ips: 23.2833 images/s [10/25 09:13:21] ppdet.engine INFO: Epoch: [153] [ 60/610] learning_rate: 0.145134 loss_vfl: 0.828990 loss_bbox: 0.282875 loss_dfl: 0.189390 loss: 1.322165 eta: 2 days, 0:53:23 batch_cost: 2.0187 data_cost: 0.0011 ips: 23.7780 images/s [10/25 09:14:04] ppdet.engine INFO: Epoch: [153] [ 80/610] learning_rate: 0.145082 loss_vfl: 0.829190 loss_bbox: 0.287104 loss_dfl: 0.190364 loss: 1.304354 eta: 2 days, 0:52:43 batch_cost: 1.9350 data_cost: 0.0055 ips: 24.8068 images/s [10/25 09:14:46] ppdet.engine INFO: Epoch: [153] [100/610] learning_rate: 0.145031 loss_vfl: 0.836731 loss_bbox: 0.277718 loss_dfl: 0.190333 loss: 1.297602 eta: 2 days, 0:52:03 batch_cost: 1.9506 data_cost: 0.0010 ips: 24.6080 images/s [10/25 09:15:30] ppdet.engine INFO: Epoch: [153] [120/610] learning_rate: 0.144980 loss_vfl: 0.836315 loss_bbox: 0.284333 loss_dfl: 0.187103 loss: 1.309029 eta: 2 days, 0:51:24 batch_cost: 1.9832 data_cost: 0.0011 ips: 24.2037 images/s [10/25 09:16:14] ppdet.engine INFO: Epoch: [153] [140/610] learning_rate: 0.144928 loss_vfl: 0.845386 loss_bbox: 0.285565 loss_dfl: 0.186631 loss: 1.301088 eta: 2 days, 0:50:45 batch_cost: 1.9458 data_cost: 0.0011 ips: 24.6682 images/s [10/25 09:16:57] ppdet.engine INFO: Epoch: [153] [160/610] learning_rate: 0.144877 loss_vfl: 0.841311 loss_bbox: 0.273322 loss_dfl: 0.182599 loss: 1.312908 eta: 2 days, 0:50:05 batch_cost: 1.9202 data_cost: 0.0011 ips: 24.9970 images/s [10/25 09:17:41] ppdet.engine INFO: Epoch: [153] [180/610] learning_rate: 0.144825 loss_vfl: 0.851420 loss_bbox: 0.294800 loss_dfl: 0.188636 loss: 1.330283 eta: 2 days, 0:49:26 batch_cost: 2.0187 data_cost: 0.0011 ips: 23.7771 images/s [10/25 09:18:26] ppdet.engine INFO: Epoch: [153] [200/610] learning_rate: 0.144774 loss_vfl: 0.835615 loss_bbox: 0.301015 loss_dfl: 0.195653 loss: 1.327683 eta: 2 days, 0:48:49 batch_cost: 2.0407 data_cost: 0.0011 ips: 23.5216 images/s [10/25 09:19:10] ppdet.engine INFO: Epoch: [153] [220/610] learning_rate: 0.144722 loss_vfl: 0.829918 loss_bbox: 0.290619 loss_dfl: 0.188400 loss: 1.303663 eta: 2 days, 0:48:10 batch_cost: 1.9833 data_cost: 0.0011 ips: 24.2021 images/s [10/25 09:19:54] ppdet.engine INFO: Epoch: [153] [240/610] learning_rate: 0.144671 loss_vfl: 0.825613 loss_bbox: 0.277185 loss_dfl: 0.185675 loss: 1.286572 eta: 2 days, 0:47:30 batch_cost: 1.9679 data_cost: 0.0011 ips: 24.3909 images/s [10/25 09:20:38] ppdet.engine INFO: Epoch: [153] [260/610] learning_rate: 0.144619 loss_vfl: 0.842441 loss_bbox: 0.296635 loss_dfl: 0.191704 loss: 1.334452 eta: 2 days, 0:46:51 batch_cost: 1.9636 data_cost: 0.0012 ips: 24.4451 images/s [10/25 09:21:23] ppdet.engine INFO: Epoch: [153] [280/610] learning_rate: 0.144568 loss_vfl: 0.839410 loss_bbox: 0.264748 loss_dfl: 0.181995 loss: 1.286441 eta: 2 days, 0:46:13 batch_cost: 2.0424 data_cost: 0.0011 ips: 23.5016 images/s [10/25 09:22:06] ppdet.engine INFO: Epoch: [153] [300/610] learning_rate: 0.144516 loss_vfl: 0.828848 loss_bbox: 0.275176 loss_dfl: 0.185901 loss: 1.283529 eta: 2 days, 0:45:34 batch_cost: 1.9681 data_cost: 0.0011 ips: 24.3891 images/s [10/25 09:22:48] ppdet.engine INFO: Epoch: [153] [320/610] learning_rate: 0.144465 loss_vfl: 0.842100 loss_bbox: 0.294346 loss_dfl: 0.189366 loss: 1.312066 eta: 2 days, 0:44:54 batch_cost: 1.9126 data_cost: 0.0010 ips: 25.0972 images/s [10/25 09:23:31] ppdet.engine INFO: Epoch: [153] [340/610] learning_rate: 0.144413 loss_vfl: 0.825209 loss_bbox: 0.294315 loss_dfl: 0.194409 loss: 1.318997 eta: 2 days, 0:44:14 batch_cost: 1.9320 data_cost: 0.0011 ips: 24.8453 images/s [10/25 09:24:15] ppdet.engine INFO: Epoch: [153] [360/610] learning_rate: 0.144362 loss_vfl: 0.853373 loss_bbox: 0.296657 loss_dfl: 0.193812 loss: 1.344343 eta: 2 days, 0:43:35 batch_cost: 1.9678 data_cost: 0.0011 ips: 24.3924 images/s [10/25 09:24:59] ppdet.engine INFO: Epoch: [153] [380/610] learning_rate: 0.144310 loss_vfl: 0.842512 loss_bbox: 0.281305 loss_dfl: 0.185647 loss: 1.323946 eta: 2 days, 0:42:56 batch_cost: 1.9646 data_cost: 0.0011 ips: 24.4325 images/s [10/25 09:25:42] ppdet.engine INFO: Epoch: [153] [400/610] learning_rate: 0.144259 loss_vfl: 0.831152 loss_bbox: 0.307790 loss_dfl: 0.198851 loss: 1.322091 eta: 2 days, 0:42:15 batch_cost: 1.9174 data_cost: 0.0010 ips: 25.0335 images/s [10/25 09:26:26] ppdet.engine INFO: Epoch: [153] [420/610] learning_rate: 0.144208 loss_vfl: 0.866434 loss_bbox: 0.291719 loss_dfl: 0.189267 loss: 1.328607 eta: 2 days, 0:41:37 batch_cost: 2.0033 data_cost: 0.0011 ips: 23.9604 images/s [10/25 09:27:09] ppdet.engine INFO: Epoch: [153] [440/610] learning_rate: 0.144156 loss_vfl: 0.834630 loss_bbox: 0.291386 loss_dfl: 0.194497 loss: 1.336312 eta: 2 days, 0:40:57 batch_cost: 1.9528 data_cost: 0.0010 ips: 24.5798 images/s [10/25 09:27:51] ppdet.engine INFO: Epoch: [153] [460/610] learning_rate: 0.144105 loss_vfl: 0.821253 loss_bbox: 0.289186 loss_dfl: 0.190906 loss: 1.304800 eta: 2 days, 0:40:17 batch_cost: 1.8855 data_cost: 0.0010 ips: 25.4577 images/s [10/25 09:28:36] ppdet.engine INFO: Epoch: [153] [480/610] learning_rate: 0.144053 loss_vfl: 0.839429 loss_bbox: 0.279419 loss_dfl: 0.188196 loss: 1.323082 eta: 2 days, 0:39:39 batch_cost: 2.0342 data_cost: 0.0010 ips: 23.5964 images/s [10/25 09:29:19] ppdet.engine INFO: Epoch: [153] [500/610] learning_rate: 0.144002 loss_vfl: 0.844935 loss_bbox: 0.278359 loss_dfl: 0.186705 loss: 1.319285 eta: 2 days, 0:38:59 batch_cost: 1.9383 data_cost: 0.0010 ips: 24.7635 images/s [10/25 09:30:02] ppdet.engine INFO: Epoch: [153] [520/610] learning_rate: 0.143950 loss_vfl: 0.847090 loss_bbox: 0.287674 loss_dfl: 0.183819 loss: 1.323206 eta: 2 days, 0:38:20 batch_cost: 1.9689 data_cost: 0.0011 ips: 24.3797 images/s [10/25 09:30:46] ppdet.engine INFO: Epoch: [153] [540/610] learning_rate: 0.143899 loss_vfl: 0.850317 loss_bbox: 0.293836 loss_dfl: 0.185929 loss: 1.320883 eta: 2 days, 0:37:40 batch_cost: 1.9490 data_cost: 0.0011 ips: 24.6284 images/s [10/25 09:31:30] ppdet.engine INFO: Epoch: [153] [560/610] learning_rate: 0.143847 loss_vfl: 0.842495 loss_bbox: 0.267145 loss_dfl: 0.180417 loss: 1.289420 eta: 2 days, 0:37:00 batch_cost: 1.9350 data_cost: 0.0011 ips: 24.8068 images/s [10/25 09:32:14] ppdet.engine INFO: Epoch: [153] [580/610] learning_rate: 0.143796 loss_vfl: 0.848011 loss_bbox: 0.290426 loss_dfl: 0.193314 loss: 1.321283 eta: 2 days, 0:36:22 batch_cost: 2.0168 data_cost: 0.0010 ips: 23.8001 images/s [10/25 09:32:57] ppdet.engine INFO: Epoch: [153] [600/610] learning_rate: 0.143744 loss_vfl: 0.842687 loss_bbox: 0.296906 loss_dfl: 0.191739 loss: 1.313364 eta: 2 days, 0:35:43 batch_cost: 1.9637 data_cost: 0.0012 ips: 24.4432 images/s [10/25 09:33:30] ppdet.engine INFO: Epoch: [154] [ 0/610] learning_rate: 0.143719 loss_vfl: 0.851536 loss_bbox: 0.287372 loss_dfl: 0.184944 loss: 1.301855 eta: 2 days, 0:35:32 batch_cost: 2.4189 data_cost: 0.3252 ips: 19.8437 images/s [10/25 09:34:14] ppdet.engine INFO: Epoch: [154] [ 20/610] learning_rate: 0.143667 loss_vfl: 0.813499 loss_bbox: 0.305456 loss_dfl: 0.198289 loss: 1.313166 eta: 2 days, 0:34:53 batch_cost: 1.9630 data_cost: 0.0011 ips: 24.4529 images/s [10/25 09:34:58] ppdet.engine INFO: Epoch: [154] [ 40/610] learning_rate: 0.143616 loss_vfl: 0.831353 loss_bbox: 0.280855 loss_dfl: 0.186790 loss: 1.318544 eta: 2 days, 0:34:14 batch_cost: 2.0091 data_cost: 0.0010 ips: 23.8912 images/s [10/25 09:35:41] ppdet.engine INFO: Epoch: [154] [ 60/610] learning_rate: 0.143564 loss_vfl: 0.825180 loss_bbox: 0.299937 loss_dfl: 0.193539 loss: 1.316895 eta: 2 days, 0:33:35 batch_cost: 1.9354 data_cost: 0.0011 ips: 24.8005 images/s [10/25 09:36:25] ppdet.engine INFO: Epoch: [154] [ 80/610] learning_rate: 0.143513 loss_vfl: 0.831356 loss_bbox: 0.285405 loss_dfl: 0.187174 loss: 1.303926 eta: 2 days, 0:32:55 batch_cost: 1.9719 data_cost: 0.0011 ips: 24.3422 images/s [10/25 09:37:08] ppdet.engine INFO: Epoch: [154] [100/610] learning_rate: 0.143461 loss_vfl: 0.830054 loss_bbox: 0.289589 loss_dfl: 0.182873 loss: 1.292713 eta: 2 days, 0:32:16 batch_cost: 1.9624 data_cost: 0.0011 ips: 24.4597 images/s [10/25 09:37:52] ppdet.engine INFO: Epoch: [154] [120/610] learning_rate: 0.143410 loss_vfl: 0.828008 loss_bbox: 0.309190 loss_dfl: 0.196177 loss: 1.362880 eta: 2 days, 0:31:37 batch_cost: 1.9756 data_cost: 0.0011 ips: 24.2963 images/s [10/25 09:38:35] ppdet.engine INFO: Epoch: [154] [140/610] learning_rate: 0.143358 loss_vfl: 0.824767 loss_bbox: 0.296466 loss_dfl: 0.188573 loss: 1.313709 eta: 2 days, 0:30:58 batch_cost: 1.9884 data_cost: 0.0010 ips: 24.1395 images/s [10/25 09:39:18] ppdet.engine INFO: Epoch: [154] [160/610] learning_rate: 0.143307 loss_vfl: 0.852621 loss_bbox: 0.288171 loss_dfl: 0.184380 loss: 1.313544 eta: 2 days, 0:30:18 batch_cost: 1.9367 data_cost: 0.0010 ips: 24.7846 images/s [10/25 09:40:00] ppdet.engine INFO: Epoch: [154] [180/610] learning_rate: 0.143256 loss_vfl: 0.816342 loss_bbox: 0.305721 loss_dfl: 0.200833 loss: 1.319798 eta: 2 days, 0:29:38 batch_cost: 1.8949 data_cost: 0.0010 ips: 25.3308 images/s [10/25 09:40:44] ppdet.engine INFO: Epoch: [154] [200/610] learning_rate: 0.143204 loss_vfl: 0.847154 loss_bbox: 0.281734 loss_dfl: 0.189455 loss: 1.329243 eta: 2 days, 0:28:58 batch_cost: 1.9585 data_cost: 0.0011 ips: 24.5091 images/s [10/25 09:41:27] ppdet.engine INFO: Epoch: [154] [220/610] learning_rate: 0.143153 loss_vfl: 0.830063 loss_bbox: 0.289458 loss_dfl: 0.187420 loss: 1.306751 eta: 2 days, 0:28:19 batch_cost: 1.9672 data_cost: 0.0011 ips: 24.4007 images/s [10/25 09:42:10] ppdet.engine INFO: Epoch: [154] [240/610] learning_rate: 0.143101 loss_vfl: 0.852319 loss_bbox: 0.290695 loss_dfl: 0.194392 loss: 1.326845 eta: 2 days, 0:27:39 batch_cost: 1.9399 data_cost: 0.0010 ips: 24.7431 images/s [10/25 09:42:53] ppdet.engine INFO: Epoch: [154] [260/610] learning_rate: 0.143050 loss_vfl: 0.832040 loss_bbox: 0.308784 loss_dfl: 0.191336 loss: 1.362816 eta: 2 days, 0:26:59 batch_cost: 1.9217 data_cost: 0.0011 ips: 24.9781 images/s [10/25 09:43:37] ppdet.engine INFO: Epoch: [154] [280/610] learning_rate: 0.142998 loss_vfl: 0.851207 loss_bbox: 0.278752 loss_dfl: 0.188895 loss: 1.322526 eta: 2 days, 0:26:20 batch_cost: 1.9741 data_cost: 0.0012 ips: 24.3155 images/s [10/25 09:44:21] ppdet.engine INFO: Epoch: [154] [300/610] learning_rate: 0.142947 loss_vfl: 0.870723 loss_bbox: 0.278546 loss_dfl: 0.186666 loss: 1.330972 eta: 2 days, 0:25:41 batch_cost: 1.9749 data_cost: 0.0011 ips: 24.3051 images/s [10/25 09:45:04] ppdet.engine INFO: Epoch: [154] [320/610] learning_rate: 0.142895 loss_vfl: 0.841439 loss_bbox: 0.292118 loss_dfl: 0.193817 loss: 1.315173 eta: 2 days, 0:25:02 batch_cost: 1.9769 data_cost: 0.0014 ips: 24.2807 images/s [10/25 09:45:47] ppdet.engine INFO: Epoch: [154] [340/610] learning_rate: 0.142844 loss_vfl: 0.833969 loss_bbox: 0.282451 loss_dfl: 0.183038 loss: 1.315595 eta: 2 days, 0:24:22 batch_cost: 1.9053 data_cost: 0.0010 ips: 25.1927 images/s [10/25 09:46:30] ppdet.engine INFO: Epoch: [154] [360/610] learning_rate: 0.142793 loss_vfl: 0.844104 loss_bbox: 0.298690 loss_dfl: 0.196560 loss: 1.337672 eta: 2 days, 0:23:42 batch_cost: 1.9607 data_cost: 0.0011 ips: 24.4812 images/s [10/25 09:47:14] ppdet.engine INFO: Epoch: [154] [380/610] learning_rate: 0.142741 loss_vfl: 0.851000 loss_bbox: 0.282837 loss_dfl: 0.194248 loss: 1.325560 eta: 2 days, 0:23:03 batch_cost: 1.9757 data_cost: 0.0010 ips: 24.2955 images/s [10/25 09:47:57] ppdet.engine INFO: Epoch: [154] [400/610] learning_rate: 0.142690 loss_vfl: 0.836485 loss_bbox: 0.306619 loss_dfl: 0.193258 loss: 1.331037 eta: 2 days, 0:22:24 batch_cost: 1.9841 data_cost: 0.0011 ips: 24.1927 images/s [10/25 09:48:42] ppdet.engine INFO: Epoch: [154] [420/610] learning_rate: 0.142638 loss_vfl: 0.822846 loss_bbox: 0.283972 loss_dfl: 0.186360 loss: 1.310704 eta: 2 days, 0:21:47 batch_cost: 2.0449 data_cost: 0.0011 ips: 23.4734 images/s [10/25 09:49:26] ppdet.engine INFO: Epoch: [154] [440/610] learning_rate: 0.142587 loss_vfl: 0.844460 loss_bbox: 0.294619 loss_dfl: 0.194782 loss: 1.305772 eta: 2 days, 0:21:08 batch_cost: 1.9780 data_cost: 0.0011 ips: 24.2670 images/s [10/25 09:50:09] ppdet.engine INFO: Epoch: [154] [460/610] learning_rate: 0.142535 loss_vfl: 0.816381 loss_bbox: 0.263383 loss_dfl: 0.184919 loss: 1.268992 eta: 2 days, 0:20:28 batch_cost: 1.9314 data_cost: 0.0011 ips: 24.8526 images/s [10/25 09:50:53] ppdet.engine INFO: Epoch: [154] [480/610] learning_rate: 0.142484 loss_vfl: 0.858768 loss_bbox: 0.309409 loss_dfl: 0.197670 loss: 1.364773 eta: 2 days, 0:19:49 batch_cost: 2.0144 data_cost: 0.0011 ips: 23.8290 images/s [10/25 09:51:38] ppdet.engine INFO: Epoch: [154] [500/610] learning_rate: 0.142432 loss_vfl: 0.836685 loss_bbox: 0.296075 loss_dfl: 0.193080 loss: 1.302360 eta: 2 days, 0:19:11 batch_cost: 2.0128 data_cost: 0.0011 ips: 23.8477 images/s [10/25 09:52:21] ppdet.engine INFO: Epoch: [154] [520/610] learning_rate: 0.142381 loss_vfl: 0.842458 loss_bbox: 0.280362 loss_dfl: 0.189237 loss: 1.305423 eta: 2 days, 0:18:31 batch_cost: 1.9251 data_cost: 0.0011 ips: 24.9344 images/s [10/25 09:53:05] ppdet.engine INFO: Epoch: [154] [540/610] learning_rate: 0.142330 loss_vfl: 0.841530 loss_bbox: 0.290080 loss_dfl: 0.183616 loss: 1.317963 eta: 2 days, 0:17:52 batch_cost: 2.0075 data_cost: 0.0011 ips: 23.9104 images/s [10/25 09:53:48] ppdet.engine INFO: Epoch: [154] [560/610] learning_rate: 0.142278 loss_vfl: 0.850979 loss_bbox: 0.281716 loss_dfl: 0.181884 loss: 1.298131 eta: 2 days, 0:17:14 batch_cost: 1.9822 data_cost: 0.0011 ips: 24.2151 images/s [10/25 09:54:31] ppdet.engine INFO: Epoch: [154] [580/610] learning_rate: 0.142227 loss_vfl: 0.832630 loss_bbox: 0.298019 loss_dfl: 0.199286 loss: 1.330702 eta: 2 days, 0:16:34 batch_cost: 1.9253 data_cost: 0.0011 ips: 24.9309 images/s [10/25 09:55:13] ppdet.engine INFO: Epoch: [154] [600/610] learning_rate: 0.142175 loss_vfl: 0.839920 loss_bbox: 0.302030 loss_dfl: 0.186678 loss: 1.328594 eta: 2 days, 0:15:53 batch_cost: 1.9078 data_cost: 0.0011 ips: 25.1594 images/s [10/25 09:55:46] ppdet.engine INFO: Epoch: [155] [ 0/610] learning_rate: 0.142150 loss_vfl: 0.839665 loss_bbox: 0.302030 loss_dfl: 0.195876 loss: 1.325991 eta: 2 days, 0:15:42 batch_cost: 2.3588 data_cost: 0.1418 ips: 20.3491 images/s [10/25 09:56:31] ppdet.engine INFO: Epoch: [155] [ 20/610] learning_rate: 0.142098 loss_vfl: 0.845608 loss_bbox: 0.299827 loss_dfl: 0.184067 loss: 1.324694 eta: 2 days, 0:15:04 batch_cost: 2.0714 data_cost: 0.0011 ips: 23.1725 images/s [10/25 09:57:15] ppdet.engine INFO: Epoch: [155] [ 40/610] learning_rate: 0.142047 loss_vfl: 0.856390 loss_bbox: 0.293464 loss_dfl: 0.191235 loss: 1.338634 eta: 2 days, 0:14:25 batch_cost: 1.9605 data_cost: 0.0011 ips: 24.4831 images/s [10/25 09:57:59] ppdet.engine INFO: Epoch: [155] [ 60/610] learning_rate: 0.141995 loss_vfl: 0.841925 loss_bbox: 0.284844 loss_dfl: 0.189053 loss: 1.318203 eta: 2 days, 0:13:46 batch_cost: 2.0008 data_cost: 0.0012 ips: 23.9898 images/s [10/25 09:58:41] ppdet.engine INFO: Epoch: [155] [ 80/610] learning_rate: 0.141944 loss_vfl: 0.839163 loss_bbox: 0.287041 loss_dfl: 0.191847 loss: 1.314144 eta: 2 days, 0:13:06 batch_cost: 1.9212 data_cost: 0.0011 ips: 24.9847 images/s [10/25 09:59:25] ppdet.engine INFO: Epoch: [155] [100/610] learning_rate: 0.141892 loss_vfl: 0.810061 loss_bbox: 0.283443 loss_dfl: 0.184497 loss: 1.276704 eta: 2 days, 0:12:27 batch_cost: 1.9495 data_cost: 0.0011 ips: 24.6217 images/s [10/25 10:00:08] ppdet.engine INFO: Epoch: [155] [120/610] learning_rate: 0.141841 loss_vfl: 0.829103 loss_bbox: 0.291167 loss_dfl: 0.192541 loss: 1.315314 eta: 2 days, 0:11:47 batch_cost: 1.9502 data_cost: 0.0010 ips: 24.6126 images/s [10/25 10:00:51] ppdet.engine INFO: Epoch: [155] [140/610] learning_rate: 0.141790 loss_vfl: 0.857187 loss_bbox: 0.267300 loss_dfl: 0.183996 loss: 1.304284 eta: 2 days, 0:11:08 batch_cost: 1.9704 data_cost: 0.0011 ips: 24.3602 images/s [10/25 10:01:34] ppdet.engine INFO: Epoch: [155] [160/610] learning_rate: 0.141738 loss_vfl: 0.857642 loss_bbox: 0.282559 loss_dfl: 0.189707 loss: 1.342047 eta: 2 days, 0:10:28 batch_cost: 1.9256 data_cost: 0.0014 ips: 24.9277 images/s [10/25 10:02:18] ppdet.engine INFO: Epoch: [155] [180/610] learning_rate: 0.141687 loss_vfl: 0.857527 loss_bbox: 0.305149 loss_dfl: 0.194414 loss: 1.340697 eta: 2 days, 0:09:49 batch_cost: 1.9829 data_cost: 0.0011 ips: 24.2069 images/s [10/25 10:03:02] ppdet.engine INFO: Epoch: [155] [200/610] learning_rate: 0.141635 loss_vfl: 0.829651 loss_bbox: 0.290920 loss_dfl: 0.194605 loss: 1.316318 eta: 2 days, 0:09:11 batch_cost: 2.0132 data_cost: 0.0011 ips: 23.8423 images/s [10/25 10:03:46] ppdet.engine INFO: Epoch: [155] [220/610] learning_rate: 0.141584 loss_vfl: 0.828898 loss_bbox: 0.304956 loss_dfl: 0.192249 loss: 1.342172 eta: 2 days, 0:08:32 batch_cost: 2.0069 data_cost: 0.0011 ips: 23.9171 images/s [10/25 10:04:29] ppdet.engine INFO: Epoch: [155] [240/610] learning_rate: 0.141533 loss_vfl: 0.819925 loss_bbox: 0.295647 loss_dfl: 0.190222 loss: 1.317712 eta: 2 days, 0:07:53 batch_cost: 1.9416 data_cost: 0.0010 ips: 24.7218 images/s [10/25 10:05:13] ppdet.engine INFO: Epoch: [155] [260/610] learning_rate: 0.141481 loss_vfl: 0.842985 loss_bbox: 0.288277 loss_dfl: 0.190328 loss: 1.325403 eta: 2 days, 0:07:13 batch_cost: 1.9771 data_cost: 0.0011 ips: 24.2781 images/s [10/25 10:05:56] ppdet.engine INFO: Epoch: [155] [280/610] learning_rate: 0.141430 loss_vfl: 0.825442 loss_bbox: 0.307622 loss_dfl: 0.195463 loss: 1.325684 eta: 2 days, 0:06:34 batch_cost: 1.9468 data_cost: 0.0010 ips: 24.6563 images/s [10/25 10:06:40] ppdet.engine INFO: Epoch: [155] [300/610] learning_rate: 0.141378 loss_vfl: 0.833385 loss_bbox: 0.296598 loss_dfl: 0.201032 loss: 1.333553 eta: 2 days, 0:05:55 batch_cost: 1.9962 data_cost: 0.0010 ips: 24.0456 images/s [10/25 10:07:23] ppdet.engine INFO: Epoch: [155] [320/610] learning_rate: 0.141327 loss_vfl: 0.818405 loss_bbox: 0.262537 loss_dfl: 0.175447 loss: 1.261926 eta: 2 days, 0:05:15 batch_cost: 1.9357 data_cost: 0.0011 ips: 24.7977 images/s [10/25 10:08:07] ppdet.engine INFO: Epoch: [155] [340/610] learning_rate: 0.141275 loss_vfl: 0.843442 loss_bbox: 0.283825 loss_dfl: 0.192806 loss: 1.300512 eta: 2 days, 0:04:37 batch_cost: 1.9967 data_cost: 0.0010 ips: 24.0400 images/s [10/25 10:08:52] ppdet.engine INFO: Epoch: [155] [360/610] learning_rate: 0.141224 loss_vfl: 0.840602 loss_bbox: 0.279541 loss_dfl: 0.186513 loss: 1.317082 eta: 2 days, 0:03:58 batch_cost: 2.0087 data_cost: 0.0010 ips: 23.8964 images/s [10/25 10:09:35] ppdet.engine INFO: Epoch: [155] [380/610] learning_rate: 0.141173 loss_vfl: 0.841682 loss_bbox: 0.298427 loss_dfl: 0.189857 loss: 1.347546 eta: 2 days, 0:03:19 batch_cost: 1.9796 data_cost: 0.0011 ips: 24.2479 images/s [10/25 10:10:19] ppdet.engine INFO: Epoch: [155] [400/610] learning_rate: 0.141121 loss_vfl: 0.843781 loss_bbox: 0.278896 loss_dfl: 0.187879 loss: 1.300966 eta: 2 days, 0:02:41 batch_cost: 1.9998 data_cost: 0.0012 ips: 24.0026 images/s [10/25 10:11:03] ppdet.engine INFO: Epoch: [155] [420/610] learning_rate: 0.141070 loss_vfl: 0.838026 loss_bbox: 0.298175 loss_dfl: 0.190861 loss: 1.344131 eta: 2 days, 0:02:02 batch_cost: 1.9888 data_cost: 0.0011 ips: 24.1352 images/s [10/25 10:11:46] ppdet.engine INFO: Epoch: [155] [440/610] learning_rate: 0.141018 loss_vfl: 0.847215 loss_bbox: 0.293564 loss_dfl: 0.194788 loss: 1.337925 eta: 2 days, 0:01:22 batch_cost: 1.9617 data_cost: 0.0011 ips: 24.4687 images/s [10/25 10:12:30] ppdet.engine INFO: Epoch: [155] [460/610] learning_rate: 0.140967 loss_vfl: 0.829983 loss_bbox: 0.293817 loss_dfl: 0.194773 loss: 1.313503 eta: 2 days, 0:00:43 batch_cost: 1.9645 data_cost: 0.0011 ips: 24.4332 images/s [10/25 10:13:13] ppdet.engine INFO: Epoch: [155] [480/610] learning_rate: 0.140916 loss_vfl: 0.845290 loss_bbox: 0.281699 loss_dfl: 0.184516 loss: 1.317584 eta: 2 days, 0:00:04 batch_cost: 1.9751 data_cost: 0.0011 ips: 24.3028 images/s [10/25 10:13:55] ppdet.engine INFO: Epoch: [155] [500/610] learning_rate: 0.140864 loss_vfl: 0.833943 loss_bbox: 0.291346 loss_dfl: 0.190662 loss: 1.321143 eta: 1 day, 23:59:23 batch_cost: 1.8802 data_cost: 0.0011 ips: 25.5296 images/s [10/25 10:14:37] ppdet.engine INFO: Epoch: [155] [520/610] learning_rate: 0.140813 loss_vfl: 0.851291 loss_bbox: 0.278287 loss_dfl: 0.188511 loss: 1.309784 eta: 1 day, 23:58:43 batch_cost: 1.9267 data_cost: 0.0010 ips: 24.9129 images/s [10/25 10:15:19] ppdet.engine INFO: Epoch: [155] [540/610] learning_rate: 0.140761 loss_vfl: 0.833469 loss_bbox: 0.293418 loss_dfl: 0.185780 loss: 1.333279 eta: 1 day, 23:58:03 batch_cost: 1.8915 data_cost: 0.0011 ips: 25.3760 images/s [10/25 10:16:02] ppdet.engine INFO: Epoch: [155] [560/610] learning_rate: 0.140710 loss_vfl: 0.829996 loss_bbox: 0.297967 loss_dfl: 0.191183 loss: 1.316155 eta: 1 day, 23:57:22 batch_cost: 1.9128 data_cost: 0.0011 ips: 25.0945 images/s [10/25 10:16:45] ppdet.engine INFO: Epoch: [155] [580/610] learning_rate: 0.140659 loss_vfl: 0.839811 loss_bbox: 0.298800 loss_dfl: 0.189746 loss: 1.335719 eta: 1 day, 23:56:43 batch_cost: 1.9367 data_cost: 0.0010 ips: 24.7840 images/s [10/25 10:17:26] ppdet.engine INFO: Epoch: [155] [600/610] learning_rate: 0.140607 loss_vfl: 0.849993 loss_bbox: 0.277833 loss_dfl: 0.179944 loss: 1.302358 eta: 1 day, 23:56:01 batch_cost: 1.8661 data_cost: 0.0012 ips: 25.7221 images/s [10/25 10:17:57] ppdet.engine INFO: Epoch: [156] [ 0/610] learning_rate: 0.140581 loss_vfl: 0.832390 loss_bbox: 0.285052 loss_dfl: 0.186027 loss: 1.296839 eta: 1 day, 23:55:48 batch_cost: 2.2468 data_cost: 0.2160 ips: 21.3633 images/s [10/25 10:18:43] ppdet.engine INFO: Epoch: [156] [ 20/610] learning_rate: 0.140530 loss_vfl: 0.838085 loss_bbox: 0.313905 loss_dfl: 0.197246 loss: 1.358319 eta: 1 day, 23:55:10 batch_cost: 2.0220 data_cost: 0.0012 ips: 23.7386 images/s [10/25 10:19:27] ppdet.engine INFO: Epoch: [156] [ 40/610] learning_rate: 0.140479 loss_vfl: 0.812082 loss_bbox: 0.283574 loss_dfl: 0.181058 loss: 1.280034 eta: 1 day, 23:54:31 batch_cost: 2.0027 data_cost: 0.0020 ips: 23.9679 images/s [10/25 10:20:11] ppdet.engine INFO: Epoch: [156] [ 60/610] learning_rate: 0.140427 loss_vfl: 0.821389 loss_bbox: 0.281226 loss_dfl: 0.188421 loss: 1.300626 eta: 1 day, 23:53:52 batch_cost: 1.9814 data_cost: 0.0011 ips: 24.2251 images/s [10/25 10:20:54] ppdet.engine INFO: Epoch: [156] [ 80/610] learning_rate: 0.140376 loss_vfl: 0.830021 loss_bbox: 0.305960 loss_dfl: 0.194834 loss: 1.300947 eta: 1 day, 23:53:12 batch_cost: 1.8890 data_cost: 0.0011 ips: 25.4108 images/s [10/25 10:21:36] ppdet.engine INFO: Epoch: [156] [100/610] learning_rate: 0.140324 loss_vfl: 0.799816 loss_bbox: 0.286128 loss_dfl: 0.188222 loss: 1.316213 eta: 1 day, 23:52:31 batch_cost: 1.8975 data_cost: 0.0011 ips: 25.2966 images/s [10/25 10:22:19] ppdet.engine INFO: Epoch: [156] [120/610] learning_rate: 0.140273 loss_vfl: 0.838787 loss_bbox: 0.283210 loss_dfl: 0.187133 loss: 1.309990 eta: 1 day, 23:51:51 batch_cost: 1.9307 data_cost: 0.0011 ips: 24.8615 images/s [10/25 10:23:03] ppdet.engine INFO: Epoch: [156] [140/610] learning_rate: 0.140222 loss_vfl: 0.833054 loss_bbox: 0.279334 loss_dfl: 0.186699 loss: 1.295565 eta: 1 day, 23:51:13 batch_cost: 1.9859 data_cost: 0.0011 ips: 24.1710 images/s [10/25 10:23:47] ppdet.engine INFO: Epoch: [156] [160/610] learning_rate: 0.140170 loss_vfl: 0.840806 loss_bbox: 0.300648 loss_dfl: 0.194116 loss: 1.353853 eta: 1 day, 23:50:34 batch_cost: 1.9806 data_cost: 0.0011 ips: 24.2352 images/s [10/25 10:24:31] ppdet.engine INFO: Epoch: [156] [180/610] learning_rate: 0.140119 loss_vfl: 0.837861 loss_bbox: 0.297657 loss_dfl: 0.189866 loss: 1.305885 eta: 1 day, 23:49:55 batch_cost: 2.0040 data_cost: 0.0011 ips: 23.9523 images/s [10/25 10:25:13] ppdet.engine INFO: Epoch: [156] [200/610] learning_rate: 0.140067 loss_vfl: 0.833387 loss_bbox: 0.297586 loss_dfl: 0.191085 loss: 1.317802 eta: 1 day, 23:49:15 batch_cost: 1.9181 data_cost: 0.0011 ips: 25.0252 images/s [10/25 10:25:57] ppdet.engine INFO: Epoch: [156] [220/610] learning_rate: 0.140016 loss_vfl: 0.845544 loss_bbox: 0.286875 loss_dfl: 0.180430 loss: 1.309977 eta: 1 day, 23:48:36 batch_cost: 1.9822 data_cost: 0.0012 ips: 24.2153 images/s [10/25 10:26:41] ppdet.engine INFO: Epoch: [156] [240/610] learning_rate: 0.139965 loss_vfl: 0.826007 loss_bbox: 0.288617 loss_dfl: 0.197176 loss: 1.311037 eta: 1 day, 23:47:56 batch_cost: 1.9344 data_cost: 0.0011 ips: 24.8142 images/s [10/25 10:27:24] ppdet.engine INFO: Epoch: [156] [260/610] learning_rate: 0.139913 loss_vfl: 0.839147 loss_bbox: 0.297221 loss_dfl: 0.189684 loss: 1.341680 eta: 1 day, 23:47:17 batch_cost: 1.9649 data_cost: 0.0011 ips: 24.4293 images/s [10/25 10:28:08] ppdet.engine INFO: Epoch: [156] [280/610] learning_rate: 0.139862 loss_vfl: 0.844234 loss_bbox: 0.269348 loss_dfl: 0.187832 loss: 1.308804 eta: 1 day, 23:46:38 batch_cost: 1.9904 data_cost: 0.0011 ips: 24.1152 images/s [10/25 10:28:51] ppdet.engine INFO: Epoch: [156] [300/610] learning_rate: 0.139811 loss_vfl: 0.854378 loss_bbox: 0.279955 loss_dfl: 0.184247 loss: 1.347017 eta: 1 day, 23:45:58 batch_cost: 1.9370 data_cost: 0.0011 ips: 24.7801 images/s [10/25 10:29:34] ppdet.engine INFO: Epoch: [156] [320/610] learning_rate: 0.139759 loss_vfl: 0.842144 loss_bbox: 0.306122 loss_dfl: 0.193745 loss: 1.339887 eta: 1 day, 23:45:19 batch_cost: 1.9510 data_cost: 0.0011 ips: 24.6028 images/s [10/25 10:30:17] ppdet.engine INFO: Epoch: [156] [340/610] learning_rate: 0.139708 loss_vfl: 0.856335 loss_bbox: 0.309262 loss_dfl: 0.200434 loss: 1.361639 eta: 1 day, 23:44:39 batch_cost: 1.9321 data_cost: 0.0012 ips: 24.8431 images/s [10/25 10:31:00] ppdet.engine INFO: Epoch: [156] [360/610] learning_rate: 0.139656 loss_vfl: 0.852674 loss_bbox: 0.293908 loss_dfl: 0.189327 loss: 1.337127 eta: 1 day, 23:43:58 batch_cost: 1.9121 data_cost: 0.0011 ips: 25.1033 images/s [10/25 10:31:43] ppdet.engine INFO: Epoch: [156] [380/610] learning_rate: 0.139605 loss_vfl: 0.854949 loss_bbox: 0.292502 loss_dfl: 0.191469 loss: 1.347078 eta: 1 day, 23:43:20 batch_cost: 1.9890 data_cost: 0.0011 ips: 24.1327 images/s [10/25 10:32:27] ppdet.engine INFO: Epoch: [156] [400/610] learning_rate: 0.139554 loss_vfl: 0.849190 loss_bbox: 0.283984 loss_dfl: 0.199818 loss: 1.335889 eta: 1 day, 23:42:41 batch_cost: 1.9947 data_cost: 0.0011 ips: 24.0634 images/s [10/25 10:33:11] ppdet.engine INFO: Epoch: [156] [420/610] learning_rate: 0.139502 loss_vfl: 0.841436 loss_bbox: 0.319297 loss_dfl: 0.201158 loss: 1.363037 eta: 1 day, 23:42:03 batch_cost: 2.0185 data_cost: 0.0011 ips: 23.7805 images/s [10/25 10:33:55] ppdet.engine INFO: Epoch: [156] [440/610] learning_rate: 0.139451 loss_vfl: 0.829651 loss_bbox: 0.286388 loss_dfl: 0.190048 loss: 1.296508 eta: 1 day, 23:41:23 batch_cost: 1.9585 data_cost: 0.0011 ips: 24.5090 images/s [10/25 10:34:38] ppdet.engine INFO: Epoch: [156] [460/610] learning_rate: 0.139400 loss_vfl: 0.835712 loss_bbox: 0.304755 loss_dfl: 0.190067 loss: 1.338616 eta: 1 day, 23:40:44 batch_cost: 1.9923 data_cost: 0.0011 ips: 24.0927 images/s [10/25 10:35:22] ppdet.engine INFO: Epoch: [156] [480/610] learning_rate: 0.139348 loss_vfl: 0.846979 loss_bbox: 0.267139 loss_dfl: 0.179978 loss: 1.303029 eta: 1 day, 23:40:05 batch_cost: 1.9290 data_cost: 0.0010 ips: 24.8829 images/s [10/25 10:36:04] ppdet.engine INFO: Epoch: [156] [500/610] learning_rate: 0.139297 loss_vfl: 0.858474 loss_bbox: 0.281707 loss_dfl: 0.189507 loss: 1.335075 eta: 1 day, 23:39:24 batch_cost: 1.9072 data_cost: 0.0011 ips: 25.1680 images/s [10/25 10:36:47] ppdet.engine INFO: Epoch: [156] [520/610] learning_rate: 0.139245 loss_vfl: 0.823627 loss_bbox: 0.289333 loss_dfl: 0.190652 loss: 1.323232 eta: 1 day, 23:38:45 batch_cost: 1.9616 data_cost: 0.0038 ips: 24.4694 images/s [10/25 10:37:30] ppdet.engine INFO: Epoch: [156] [540/610] learning_rate: 0.139194 loss_vfl: 0.841850 loss_bbox: 0.280851 loss_dfl: 0.188969 loss: 1.297221 eta: 1 day, 23:38:05 batch_cost: 1.9395 data_cost: 0.0022 ips: 24.7493 images/s [10/25 10:38:14] ppdet.engine INFO: Epoch: [156] [560/610] learning_rate: 0.139143 loss_vfl: 0.834596 loss_bbox: 0.315078 loss_dfl: 0.194783 loss: 1.347726 eta: 1 day, 23:37:26 batch_cost: 1.9578 data_cost: 0.0011 ips: 24.5176 images/s [10/25 10:38:57] ppdet.engine INFO: Epoch: [156] [580/610] learning_rate: 0.139091 loss_vfl: 0.850944 loss_bbox: 0.267430 loss_dfl: 0.183113 loss: 1.300272 eta: 1 day, 23:36:47 batch_cost: 1.9946 data_cost: 0.0010 ips: 24.0651 images/s [10/25 10:39:39] ppdet.engine INFO: Epoch: [156] [600/610] learning_rate: 0.139040 loss_vfl: 0.840183 loss_bbox: 0.306067 loss_dfl: 0.197554 loss: 1.329147 eta: 1 day, 23:36:06 batch_cost: 1.8813 data_cost: 0.0013 ips: 25.5146 images/s [10/25 10:40:11] ppdet.engine INFO: Epoch: [157] [ 0/610] learning_rate: 0.139014 loss_vfl: 0.844438 loss_bbox: 0.275932 loss_dfl: 0.183796 loss: 1.324282 eta: 1 day, 23:35:54 batch_cost: 2.2910 data_cost: 0.2004 ips: 20.9516 images/s [10/25 10:40:55] ppdet.engine INFO: Epoch: [157] [ 20/610] learning_rate: 0.138963 loss_vfl: 0.836581 loss_bbox: 0.296793 loss_dfl: 0.197361 loss: 1.314932 eta: 1 day, 23:35:16 batch_cost: 2.0103 data_cost: 0.0011 ips: 23.8769 images/s [10/25 10:41:39] ppdet.engine INFO: Epoch: [157] [ 40/610] learning_rate: 0.138912 loss_vfl: 0.819284 loss_bbox: 0.289849 loss_dfl: 0.193870 loss: 1.309362 eta: 1 day, 23:34:36 batch_cost: 1.9346 data_cost: 0.0011 ips: 24.8113 images/s [10/25 10:42:21] ppdet.engine INFO: Epoch: [157] [ 60/610] learning_rate: 0.138860 loss_vfl: 0.849908 loss_bbox: 0.293199 loss_dfl: 0.196866 loss: 1.316546 eta: 1 day, 23:33:56 batch_cost: 1.9312 data_cost: 0.0011 ips: 24.8547 images/s [10/25 10:43:04] ppdet.engine INFO: Epoch: [157] [ 80/610] learning_rate: 0.138809 loss_vfl: 0.842129 loss_bbox: 0.301068 loss_dfl: 0.194743 loss: 1.340215 eta: 1 day, 23:33:16 batch_cost: 1.9290 data_cost: 0.0010 ips: 24.8836 images/s [10/25 10:43:47] ppdet.engine INFO: Epoch: [157] [100/610] learning_rate: 0.138757 loss_vfl: 0.811315 loss_bbox: 0.285241 loss_dfl: 0.187595 loss: 1.304931 eta: 1 day, 23:32:36 batch_cost: 1.9108 data_cost: 0.0010 ips: 25.1199 images/s [10/25 10:44:31] ppdet.engine INFO: Epoch: [157] [120/610] learning_rate: 0.138706 loss_vfl: 0.818016 loss_bbox: 0.274102 loss_dfl: 0.186089 loss: 1.297032 eta: 1 day, 23:31:58 batch_cost: 2.0343 data_cost: 0.0011 ips: 23.5954 images/s [10/25 10:45:15] ppdet.engine INFO: Epoch: [157] [140/610] learning_rate: 0.138655 loss_vfl: 0.811915 loss_bbox: 0.286598 loss_dfl: 0.190299 loss: 1.285878 eta: 1 day, 23:31:19 batch_cost: 1.9743 data_cost: 0.0011 ips: 24.3123 images/s [10/25 10:45:59] ppdet.engine INFO: Epoch: [157] [160/610] learning_rate: 0.138603 loss_vfl: 0.829023 loss_bbox: 0.295009 loss_dfl: 0.200875 loss: 1.325777 eta: 1 day, 23:30:39 batch_cost: 1.9657 data_cost: 0.0011 ips: 24.4187 images/s [10/25 10:46:44] ppdet.engine INFO: Epoch: [157] [180/610] learning_rate: 0.138552 loss_vfl: 0.841877 loss_bbox: 0.278569 loss_dfl: 0.184347 loss: 1.303955 eta: 1 day, 23:30:00 batch_cost: 1.9724 data_cost: 0.0011 ips: 24.3360 images/s [10/25 10:47:26] ppdet.engine INFO: Epoch: [157] [200/610] learning_rate: 0.138501 loss_vfl: 0.853416 loss_bbox: 0.282154 loss_dfl: 0.185849 loss: 1.313278 eta: 1 day, 23:29:20 batch_cost: 1.9091 data_cost: 0.0011 ips: 25.1430 images/s [10/25 10:48:08] ppdet.engine INFO: Epoch: [157] [220/610] learning_rate: 0.138449 loss_vfl: 0.827402 loss_bbox: 0.317350 loss_dfl: 0.206923 loss: 1.348591 eta: 1 day, 23:28:40 batch_cost: 1.9220 data_cost: 0.0011 ips: 24.9739 images/s [10/25 10:48:52] ppdet.engine INFO: Epoch: [157] [240/610] learning_rate: 0.138398 loss_vfl: 0.838708 loss_bbox: 0.295756 loss_dfl: 0.195199 loss: 1.321453 eta: 1 day, 23:28:01 batch_cost: 1.9797 data_cost: 0.0011 ips: 24.2463 images/s [10/25 10:49:36] ppdet.engine INFO: Epoch: [157] [260/610] learning_rate: 0.138347 loss_vfl: 0.838224 loss_bbox: 0.289121 loss_dfl: 0.194242 loss: 1.335201 eta: 1 day, 23:27:22 batch_cost: 1.9955 data_cost: 0.0011 ips: 24.0537 images/s [10/25 10:50:19] ppdet.engine INFO: Epoch: [157] [280/610] learning_rate: 0.138295 loss_vfl: 0.850809 loss_bbox: 0.287553 loss_dfl: 0.194130 loss: 1.321378 eta: 1 day, 23:26:42 batch_cost: 1.9434 data_cost: 0.0011 ips: 24.6992 images/s [10/25 10:51:02] ppdet.engine INFO: Epoch: [157] [300/610] learning_rate: 0.138244 loss_vfl: 0.828604 loss_bbox: 0.289110 loss_dfl: 0.191353 loss: 1.328933 eta: 1 day, 23:26:02 batch_cost: 1.9132 data_cost: 0.0011 ips: 25.0888 images/s [10/25 10:51:45] ppdet.engine INFO: Epoch: [157] [320/610] learning_rate: 0.138193 loss_vfl: 0.855330 loss_bbox: 0.284360 loss_dfl: 0.186740 loss: 1.303185 eta: 1 day, 23:25:22 batch_cost: 1.9354 data_cost: 0.0011 ips: 24.8010 images/s [10/25 10:52:28] ppdet.engine INFO: Epoch: [157] [340/610] learning_rate: 0.138141 loss_vfl: 0.857628 loss_bbox: 0.286353 loss_dfl: 0.179176 loss: 1.298265 eta: 1 day, 23:24:43 batch_cost: 1.9399 data_cost: 0.0011 ips: 24.7436 images/s [10/25 10:53:11] ppdet.engine INFO: Epoch: [157] [360/610] learning_rate: 0.138090 loss_vfl: 0.824839 loss_bbox: 0.302407 loss_dfl: 0.189856 loss: 1.326986 eta: 1 day, 23:24:02 batch_cost: 1.9036 data_cost: 0.0011 ips: 25.2156 images/s [10/25 10:53:55] ppdet.engine INFO: Epoch: [157] [380/610] learning_rate: 0.138039 loss_vfl: 0.835350 loss_bbox: 0.301049 loss_dfl: 0.197308 loss: 1.323333 eta: 1 day, 23:23:23 batch_cost: 1.9633 data_cost: 0.0011 ips: 24.4488 images/s [10/25 10:54:39] ppdet.engine INFO: Epoch: [157] [400/610] learning_rate: 0.137987 loss_vfl: 0.846211 loss_bbox: 0.282154 loss_dfl: 0.184165 loss: 1.310604 eta: 1 day, 23:22:44 batch_cost: 1.9898 data_cost: 0.0011 ips: 24.1233 images/s [10/25 10:55:22] ppdet.engine INFO: Epoch: [157] [420/610] learning_rate: 0.137936 loss_vfl: 0.822747 loss_bbox: 0.301476 loss_dfl: 0.193309 loss: 1.334399 eta: 1 day, 23:22:04 batch_cost: 1.9375 data_cost: 0.0011 ips: 24.7745 images/s [10/25 10:56:06] ppdet.engine INFO: Epoch: [157] [440/610] learning_rate: 0.137885 loss_vfl: 0.841520 loss_bbox: 0.297649 loss_dfl: 0.195700 loss: 1.343497 eta: 1 day, 23:21:25 batch_cost: 1.9754 data_cost: 0.0011 ips: 24.2986 images/s [10/25 10:56:51] ppdet.engine INFO: Epoch: [157] [460/610] learning_rate: 0.137833 loss_vfl: 0.834849 loss_bbox: 0.284404 loss_dfl: 0.186033 loss: 1.312395 eta: 1 day, 23:20:48 batch_cost: 2.0526 data_cost: 0.0011 ips: 23.3852 images/s [10/25 10:57:34] ppdet.engine INFO: Epoch: [157] [480/610] learning_rate: 0.137782 loss_vfl: 0.817077 loss_bbox: 0.287086 loss_dfl: 0.195071 loss: 1.311967 eta: 1 day, 23:20:08 batch_cost: 1.9718 data_cost: 0.0016 ips: 24.3434 images/s [10/25 10:58:18] ppdet.engine INFO: Epoch: [157] [500/610] learning_rate: 0.137731 loss_vfl: 0.834168 loss_bbox: 0.288278 loss_dfl: 0.189452 loss: 1.294650 eta: 1 day, 23:19:29 batch_cost: 1.9430 data_cost: 0.0043 ips: 24.7035 images/s [10/25 10:59:00] ppdet.engine INFO: Epoch: [157] [520/610] learning_rate: 0.137679 loss_vfl: 0.836949 loss_bbox: 0.282856 loss_dfl: 0.183347 loss: 1.311668 eta: 1 day, 23:18:48 batch_cost: 1.8986 data_cost: 0.0011 ips: 25.2822 images/s [10/25 10:59:43] ppdet.engine INFO: Epoch: [157] [540/610] learning_rate: 0.137628 loss_vfl: 0.845668 loss_bbox: 0.278280 loss_dfl: 0.179583 loss: 1.338915 eta: 1 day, 23:18:08 batch_cost: 1.9264 data_cost: 0.0011 ips: 24.9163 images/s [10/25 11:00:27] ppdet.engine INFO: Epoch: [157] [560/610] learning_rate: 0.137577 loss_vfl: 0.824737 loss_bbox: 0.312602 loss_dfl: 0.194314 loss: 1.319404 eta: 1 day, 23:17:29 batch_cost: 1.9418 data_cost: 0.0010 ips: 24.7196 images/s [10/25 11:01:10] ppdet.engine INFO: Epoch: [157] [580/610] learning_rate: 0.137525 loss_vfl: 0.815740 loss_bbox: 0.289640 loss_dfl: 0.188414 loss: 1.309380 eta: 1 day, 23:16:49 batch_cost: 1.9602 data_cost: 0.0011 ips: 24.4879 images/s [10/25 11:01:51] ppdet.engine INFO: Epoch: [157] [600/610] learning_rate: 0.137474 loss_vfl: 0.844199 loss_bbox: 0.266252 loss_dfl: 0.183753 loss: 1.311371 eta: 1 day, 23:16:08 batch_cost: 1.8768 data_cost: 0.0011 ips: 25.5750 images/s [10/25 11:02:24] ppdet.engine INFO: Epoch: [158] [ 0/610] learning_rate: 0.137448 loss_vfl: 0.838056 loss_bbox: 0.304882 loss_dfl: 0.193085 loss: 1.343028 eta: 1 day, 23:15:57 batch_cost: 2.3383 data_cost: 0.2717 ips: 20.5280 images/s [10/25 11:03:09] ppdet.engine INFO: Epoch: [158] [ 20/610] learning_rate: 0.137397 loss_vfl: 0.822191 loss_bbox: 0.284645 loss_dfl: 0.181095 loss: 1.304889 eta: 1 day, 23:15:18 batch_cost: 2.0038 data_cost: 0.0013 ips: 23.9547 images/s [10/25 11:03:53] ppdet.engine INFO: Epoch: [158] [ 40/610] learning_rate: 0.137346 loss_vfl: 0.846603 loss_bbox: 0.289613 loss_dfl: 0.194532 loss: 1.326584 eta: 1 day, 23:14:40 batch_cost: 1.9969 data_cost: 0.0011 ips: 24.0377 images/s [10/25 11:04:36] ppdet.engine INFO: Epoch: [158] [ 60/610] learning_rate: 0.137294 loss_vfl: 0.840694 loss_bbox: 0.273941 loss_dfl: 0.184050 loss: 1.308412 eta: 1 day, 23:14:01 batch_cost: 1.9769 data_cost: 0.0011 ips: 24.2802 images/s [10/25 11:05:19] ppdet.engine INFO: Epoch: [158] [ 80/610] learning_rate: 0.137243 loss_vfl: 0.825967 loss_bbox: 0.285649 loss_dfl: 0.184702 loss: 1.311547 eta: 1 day, 23:13:21 batch_cost: 1.9410 data_cost: 0.0011 ips: 24.7299 images/s [10/25 11:06:02] ppdet.engine INFO: Epoch: [158] [100/610] learning_rate: 0.137192 loss_vfl: 0.844446 loss_bbox: 0.302943 loss_dfl: 0.195800 loss: 1.324585 eta: 1 day, 23:12:41 batch_cost: 1.9219 data_cost: 0.0011 ips: 24.9755 images/s [10/25 11:06:45] ppdet.engine INFO: Epoch: [158] [120/610] learning_rate: 0.137140 loss_vfl: 0.840121 loss_bbox: 0.283748 loss_dfl: 0.186447 loss: 1.312271 eta: 1 day, 23:12:01 batch_cost: 1.9554 data_cost: 0.0011 ips: 24.5469 images/s [10/25 11:07:29] ppdet.engine INFO: Epoch: [158] [140/610] learning_rate: 0.137089 loss_vfl: 0.841577 loss_bbox: 0.292150 loss_dfl: 0.193355 loss: 1.317589 eta: 1 day, 23:11:23 batch_cost: 2.0001 data_cost: 0.0011 ips: 23.9984 images/s [10/25 11:08:13] ppdet.engine INFO: Epoch: [158] [160/610] learning_rate: 0.137038 loss_vfl: 0.853781 loss_bbox: 0.277877 loss_dfl: 0.189024 loss: 1.301573 eta: 1 day, 23:10:44 batch_cost: 1.9967 data_cost: 0.0010 ips: 24.0392 images/s [10/25 11:08:56] ppdet.engine INFO: Epoch: [158] [180/610] learning_rate: 0.136986 loss_vfl: 0.840509 loss_bbox: 0.271727 loss_dfl: 0.185201 loss: 1.314360 eta: 1 day, 23:10:04 batch_cost: 1.9447 data_cost: 0.0010 ips: 24.6819 images/s [10/25 11:09:40] ppdet.engine INFO: Epoch: [158] [200/610] learning_rate: 0.136935 loss_vfl: 0.846989 loss_bbox: 0.296177 loss_dfl: 0.188187 loss: 1.325329 eta: 1 day, 23:09:26 batch_cost: 1.9904 data_cost: 0.0011 ips: 24.1160 images/s [10/25 11:10:23] ppdet.engine INFO: Epoch: [158] [220/610] learning_rate: 0.136884 loss_vfl: 0.831195 loss_bbox: 0.281875 loss_dfl: 0.190941 loss: 1.303075 eta: 1 day, 23:08:46 batch_cost: 1.9291 data_cost: 0.0011 ips: 24.8815 images/s [10/25 11:11:08] ppdet.engine INFO: Epoch: [158] [240/610] learning_rate: 0.136833 loss_vfl: 0.864397 loss_bbox: 0.298422 loss_dfl: 0.195489 loss: 1.337568 eta: 1 day, 23:08:07 batch_cost: 2.0142 data_cost: 0.0010 ips: 23.8304 images/s [10/25 11:11:51] ppdet.engine INFO: Epoch: [158] [260/610] learning_rate: 0.136781 loss_vfl: 0.832319 loss_bbox: 0.295423 loss_dfl: 0.192699 loss: 1.314045 eta: 1 day, 23:07:28 batch_cost: 1.9823 data_cost: 0.0010 ips: 24.2139 images/s [10/25 11:12:34] ppdet.engine INFO: Epoch: [158] [280/610] learning_rate: 0.136730 loss_vfl: 0.831877 loss_bbox: 0.303425 loss_dfl: 0.191281 loss: 1.330392 eta: 1 day, 23:06:48 batch_cost: 1.9369 data_cost: 0.0011 ips: 24.7812 images/s [10/25 11:13:17] ppdet.engine INFO: Epoch: [158] [300/610] learning_rate: 0.136679 loss_vfl: 0.797848 loss_bbox: 0.288905 loss_dfl: 0.195254 loss: 1.296231 eta: 1 day, 23:06:09 batch_cost: 1.9336 data_cost: 0.0011 ips: 24.8235 images/s [10/25 11:14:00] ppdet.engine INFO: Epoch: [158] [320/610] learning_rate: 0.136627 loss_vfl: 0.838964 loss_bbox: 0.293246 loss_dfl: 0.187440 loss: 1.308570 eta: 1 day, 23:05:29 batch_cost: 1.9197 data_cost: 0.0011 ips: 25.0044 images/s [10/25 11:14:44] ppdet.engine INFO: Epoch: [158] [340/610] learning_rate: 0.136576 loss_vfl: 0.827833 loss_bbox: 0.282494 loss_dfl: 0.189273 loss: 1.295153 eta: 1 day, 23:04:50 batch_cost: 1.9827 data_cost: 0.0010 ips: 24.2092 images/s [10/25 11:15:28] ppdet.engine INFO: Epoch: [158] [360/610] learning_rate: 0.136525 loss_vfl: 0.828705 loss_bbox: 0.304442 loss_dfl: 0.194827 loss: 1.331964 eta: 1 day, 23:04:10 batch_cost: 1.9742 data_cost: 0.0011 ips: 24.3131 images/s [10/25 11:16:10] ppdet.engine INFO: Epoch: [158] [380/610] learning_rate: 0.136474 loss_vfl: 0.837998 loss_bbox: 0.295697 loss_dfl: 0.186109 loss: 1.333695 eta: 1 day, 23:03:30 batch_cost: 1.8817 data_cost: 0.0011 ips: 25.5093 images/s [10/25 11:16:53] ppdet.engine INFO: Epoch: [158] [400/610] learning_rate: 0.136422 loss_vfl: 0.835321 loss_bbox: 0.284976 loss_dfl: 0.186795 loss: 1.329411 eta: 1 day, 23:02:50 batch_cost: 1.9550 data_cost: 0.0010 ips: 24.5518 images/s [10/25 11:17:36] ppdet.engine INFO: Epoch: [158] [420/610] learning_rate: 0.136371 loss_vfl: 0.822670 loss_bbox: 0.307308 loss_dfl: 0.190947 loss: 1.326241 eta: 1 day, 23:02:11 batch_cost: 1.9914 data_cost: 0.0010 ips: 24.1042 images/s [10/25 11:18:20] ppdet.engine INFO: Epoch: [158] [440/610] learning_rate: 0.136320 loss_vfl: 0.840420 loss_bbox: 0.304969 loss_dfl: 0.189476 loss: 1.316958 eta: 1 day, 23:01:32 batch_cost: 1.9720 data_cost: 0.0010 ips: 24.3405 images/s [10/25 11:19:03] ppdet.engine INFO: Epoch: [158] [460/610] learning_rate: 0.136268 loss_vfl: 0.823739 loss_bbox: 0.287919 loss_dfl: 0.193433 loss: 1.310792 eta: 1 day, 23:00:53 batch_cost: 1.9491 data_cost: 0.0010 ips: 24.6271 images/s [10/25 11:19:47] ppdet.engine INFO: Epoch: [158] [480/610] learning_rate: 0.136217 loss_vfl: 0.816231 loss_bbox: 0.299531 loss_dfl: 0.196633 loss: 1.352424 eta: 1 day, 23:00:13 batch_cost: 1.9304 data_cost: 0.0011 ips: 24.8651 images/s [10/25 11:20:29] ppdet.engine INFO: Epoch: [158] [500/610] learning_rate: 0.136166 loss_vfl: 0.849576 loss_bbox: 0.262715 loss_dfl: 0.178822 loss: 1.292761 eta: 1 day, 22:59:33 batch_cost: 1.9159 data_cost: 0.0010 ips: 25.0532 images/s [10/25 11:21:14] ppdet.engine INFO: Epoch: [158] [520/610] learning_rate: 0.136114 loss_vfl: 0.813969 loss_bbox: 0.292854 loss_dfl: 0.190004 loss: 1.298900 eta: 1 day, 22:58:54 batch_cost: 1.9913 data_cost: 0.0011 ips: 24.1052 images/s [10/25 11:21:57] ppdet.engine INFO: Epoch: [158] [540/610] learning_rate: 0.136063 loss_vfl: 0.844311 loss_bbox: 0.286167 loss_dfl: 0.189597 loss: 1.314818 eta: 1 day, 22:58:14 batch_cost: 1.9199 data_cost: 0.0011 ips: 25.0014 images/s [10/25 11:22:39] ppdet.engine INFO: Epoch: [158] [560/610] learning_rate: 0.136012 loss_vfl: 0.846272 loss_bbox: 0.296895 loss_dfl: 0.187410 loss: 1.307743 eta: 1 day, 22:57:34 batch_cost: 1.9150 data_cost: 0.0010 ips: 25.0646 images/s [10/25 11:23:23] ppdet.engine INFO: Epoch: [158] [580/610] learning_rate: 0.135961 loss_vfl: 0.835924 loss_bbox: 0.310925 loss_dfl: 0.195986 loss: 1.331377 eta: 1 day, 22:56:54 batch_cost: 1.9238 data_cost: 0.0011 ips: 24.9509 images/s [10/25 11:24:05] ppdet.engine INFO: Epoch: [158] [600/610] learning_rate: 0.135909 loss_vfl: 0.833105 loss_bbox: 0.297389 loss_dfl: 0.190941 loss: 1.342845 eta: 1 day, 22:56:13 batch_cost: 1.8849 data_cost: 0.0011 ips: 25.4656 images/s [10/25 11:24:36] ppdet.engine INFO: Epoch: [159] [ 0/610] learning_rate: 0.135884 loss_vfl: 0.830344 loss_bbox: 0.304269 loss_dfl: 0.199553 loss: 1.347804 eta: 1 day, 22:55:59 batch_cost: 2.2406 data_cost: 0.1778 ips: 21.4226 images/s [10/25 11:25:23] ppdet.engine INFO: Epoch: [159] [ 20/610] learning_rate: 0.135832 loss_vfl: 0.821886 loss_bbox: 0.283345 loss_dfl: 0.188918 loss: 1.298412 eta: 1 day, 22:55:22 batch_cost: 2.0779 data_cost: 0.0012 ips: 23.1002 images/s [10/25 11:26:06] ppdet.engine INFO: Epoch: [159] [ 40/610] learning_rate: 0.135781 loss_vfl: 0.833656 loss_bbox: 0.279285 loss_dfl: 0.185333 loss: 1.291114 eta: 1 day, 22:54:42 batch_cost: 1.9455 data_cost: 0.0012 ips: 24.6717 images/s [10/25 11:26:49] ppdet.engine INFO: Epoch: [159] [ 60/610] learning_rate: 0.135730 loss_vfl: 0.840919 loss_bbox: 0.291492 loss_dfl: 0.193927 loss: 1.322845 eta: 1 day, 22:54:03 batch_cost: 1.9409 data_cost: 0.0012 ips: 24.7305 images/s [10/25 11:27:34] ppdet.engine INFO: Epoch: [159] [ 80/610] learning_rate: 0.135679 loss_vfl: 0.817804 loss_bbox: 0.285513 loss_dfl: 0.192270 loss: 1.299861 eta: 1 day, 22:53:24 batch_cost: 1.9825 data_cost: 0.0011 ips: 24.2122 images/s [10/25 11:28:17] ppdet.engine INFO: Epoch: [159] [100/610] learning_rate: 0.135627 loss_vfl: 0.827393 loss_bbox: 0.289305 loss_dfl: 0.186936 loss: 1.298927 eta: 1 day, 22:52:45 batch_cost: 1.9809 data_cost: 0.0011 ips: 24.2308 images/s [10/25 11:29:01] ppdet.engine INFO: Epoch: [159] [120/610] learning_rate: 0.135576 loss_vfl: 0.845603 loss_bbox: 0.289579 loss_dfl: 0.196004 loss: 1.336155 eta: 1 day, 22:52:06 batch_cost: 1.9913 data_cost: 0.0011 ips: 24.1044 images/s [10/25 11:29:46] ppdet.engine INFO: Epoch: [159] [140/610] learning_rate: 0.135525 loss_vfl: 0.816524 loss_bbox: 0.260755 loss_dfl: 0.178904 loss: 1.245564 eta: 1 day, 22:51:28 batch_cost: 2.0364 data_cost: 0.0010 ips: 23.5712 images/s [10/25 11:30:30] ppdet.engine INFO: Epoch: [159] [160/610] learning_rate: 0.135474 loss_vfl: 0.814077 loss_bbox: 0.317250 loss_dfl: 0.193285 loss: 1.304851 eta: 1 day, 22:50:49 batch_cost: 1.9746 data_cost: 0.0011 ips: 24.3088 images/s [10/25 11:31:14] ppdet.engine INFO: Epoch: [159] [180/610] learning_rate: 0.135422 loss_vfl: 0.845011 loss_bbox: 0.291793 loss_dfl: 0.187027 loss: 1.336406 eta: 1 day, 22:50:10 batch_cost: 1.9813 data_cost: 0.0010 ips: 24.2261 images/s [10/25 11:31:57] ppdet.engine INFO: Epoch: [159] [200/610] learning_rate: 0.135371 loss_vfl: 0.830964 loss_bbox: 0.275348 loss_dfl: 0.180504 loss: 1.287728 eta: 1 day, 22:49:30 batch_cost: 1.9480 data_cost: 0.0010 ips: 24.6405 images/s [10/25 11:32:40] ppdet.engine INFO: Epoch: [159] [220/610] learning_rate: 0.135320 loss_vfl: 0.840466 loss_bbox: 0.277342 loss_dfl: 0.191155 loss: 1.317292 eta: 1 day, 22:48:51 batch_cost: 1.9884 data_cost: 0.0010 ips: 24.1405 images/s [10/25 11:33:24] ppdet.engine INFO: Epoch: [159] [240/610] learning_rate: 0.135269 loss_vfl: 0.841371 loss_bbox: 0.278107 loss_dfl: 0.188948 loss: 1.330906 eta: 1 day, 22:48:12 batch_cost: 1.9643 data_cost: 0.0010 ips: 24.4362 images/s [10/25 11:34:08] ppdet.engine INFO: Epoch: [159] [260/610] learning_rate: 0.135217 loss_vfl: 0.851163 loss_bbox: 0.310212 loss_dfl: 0.197706 loss: 1.348844 eta: 1 day, 22:47:34 batch_cost: 2.0152 data_cost: 0.0012 ips: 23.8188 images/s [10/25 11:34:52] ppdet.engine INFO: Epoch: [159] [280/610] learning_rate: 0.135166 loss_vfl: 0.844604 loss_bbox: 0.279341 loss_dfl: 0.191073 loss: 1.303183 eta: 1 day, 22:46:55 batch_cost: 1.9782 data_cost: 0.0011 ips: 24.2639 images/s [10/25 11:35:35] ppdet.engine INFO: Epoch: [159] [300/610] learning_rate: 0.135115 loss_vfl: 0.848761 loss_bbox: 0.290987 loss_dfl: 0.190892 loss: 1.340436 eta: 1 day, 22:46:15 batch_cost: 1.9518 data_cost: 0.0011 ips: 24.5925 images/s [10/25 11:36:18] ppdet.engine INFO: Epoch: [159] [320/610] learning_rate: 0.135064 loss_vfl: 0.840845 loss_bbox: 0.289875 loss_dfl: 0.183781 loss: 1.318963 eta: 1 day, 22:45:36 batch_cost: 1.9888 data_cost: 0.0010 ips: 24.1356 images/s [10/25 11:37:02] ppdet.engine INFO: Epoch: [159] [340/610] learning_rate: 0.135012 loss_vfl: 0.836045 loss_bbox: 0.281455 loss_dfl: 0.191196 loss: 1.324556 eta: 1 day, 22:44:57 batch_cost: 1.9689 data_cost: 0.0010 ips: 24.3797 images/s [10/25 11:37:45] ppdet.engine INFO: Epoch: [159] [360/610] learning_rate: 0.134961 loss_vfl: 0.842033 loss_bbox: 0.287117 loss_dfl: 0.193254 loss: 1.329079 eta: 1 day, 22:44:17 batch_cost: 1.9436 data_cost: 0.0011 ips: 24.6970 images/s [10/25 11:38:29] ppdet.engine INFO: Epoch: [159] [380/610] learning_rate: 0.134910 loss_vfl: 0.835634 loss_bbox: 0.291997 loss_dfl: 0.192209 loss: 1.320787 eta: 1 day, 22:43:38 batch_cost: 1.9351 data_cost: 0.0010 ips: 24.8054 images/s [10/25 11:39:12] ppdet.engine INFO: Epoch: [159] [400/610] learning_rate: 0.134859 loss_vfl: 0.823198 loss_bbox: 0.292483 loss_dfl: 0.187264 loss: 1.305681 eta: 1 day, 22:42:58 batch_cost: 1.9379 data_cost: 0.0010 ips: 24.7695 images/s [10/25 11:39:55] ppdet.engine INFO: Epoch: [159] [420/610] learning_rate: 0.134807 loss_vfl: 0.835662 loss_bbox: 0.286359 loss_dfl: 0.184457 loss: 1.318826 eta: 1 day, 22:42:18 batch_cost: 1.9530 data_cost: 0.0011 ips: 24.5776 images/s [10/25 11:40:38] ppdet.engine INFO: Epoch: [159] [440/610] learning_rate: 0.134756 loss_vfl: 0.831711 loss_bbox: 0.296725 loss_dfl: 0.188108 loss: 1.326747 eta: 1 day, 22:41:39 batch_cost: 1.9467 data_cost: 0.0011 ips: 24.6566 images/s [10/25 11:41:20] ppdet.engine INFO: Epoch: [159] [460/610] learning_rate: 0.134705 loss_vfl: 0.835711 loss_bbox: 0.283124 loss_dfl: 0.181511 loss: 1.290763 eta: 1 day, 22:40:59 batch_cost: 1.9249 data_cost: 0.0011 ips: 24.9358 images/s [10/25 11:42:02] ppdet.engine INFO: Epoch: [159] [480/610] learning_rate: 0.134654 loss_vfl: 0.835324 loss_bbox: 0.297310 loss_dfl: 0.193783 loss: 1.332615 eta: 1 day, 22:40:18 batch_cost: 1.8798 data_cost: 0.0011 ips: 25.5352 images/s [10/25 11:42:44] ppdet.engine INFO: Epoch: [159] [500/610] learning_rate: 0.134602 loss_vfl: 0.856005 loss_bbox: 0.280590 loss_dfl: 0.186402 loss: 1.320603 eta: 1 day, 22:39:38 batch_cost: 1.9004 data_cost: 0.0011 ips: 25.2573 images/s [10/25 11:43:28] ppdet.engine INFO: Epoch: [159] [520/610] learning_rate: 0.134551 loss_vfl: 0.832131 loss_bbox: 0.292058 loss_dfl: 0.191421 loss: 1.310636 eta: 1 day, 22:38:58 batch_cost: 1.9613 data_cost: 0.0011 ips: 24.4740 images/s [10/25 11:44:10] ppdet.engine INFO: Epoch: [159] [540/610] learning_rate: 0.134500 loss_vfl: 0.834876 loss_bbox: 0.289412 loss_dfl: 0.189483 loss: 1.321692 eta: 1 day, 22:38:18 batch_cost: 1.8930 data_cost: 0.0010 ips: 25.3572 images/s [10/25 11:44:54] ppdet.engine INFO: Epoch: [159] [560/610] learning_rate: 0.134449 loss_vfl: 0.851418 loss_bbox: 0.302339 loss_dfl: 0.197225 loss: 1.334651 eta: 1 day, 22:37:39 batch_cost: 1.9973 data_cost: 0.0010 ips: 24.0324 images/s [10/25 11:45:38] ppdet.engine INFO: Epoch: [159] [580/610] learning_rate: 0.134398 loss_vfl: 0.852520 loss_bbox: 0.281483 loss_dfl: 0.185956 loss: 1.305545 eta: 1 day, 22:37:00 batch_cost: 1.9968 data_cost: 0.0011 ips: 24.0384 images/s [10/25 11:46:20] ppdet.engine INFO: Epoch: [159] [600/610] learning_rate: 0.134346 loss_vfl: 0.858478 loss_bbox: 0.283781 loss_dfl: 0.186048 loss: 1.311889 eta: 1 day, 22:36:20 batch_cost: 1.9132 data_cost: 0.0012 ips: 25.0892 images/s [10/25 11:46:41] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/25 11:46:42] ppdet.engine INFO: Eval iter: 0 [10/25 11:47:13] ppdet.engine INFO: Eval iter: 100 [10/25 11:47:35] ppdet.engine INFO: Eval iter: 200 [10/25 11:47:58] ppdet.engine INFO: Eval iter: 300 [10/25 11:48:19] ppdet.engine INFO: Eval iter: 400 [10/25 11:48:42] ppdet.engine INFO: Eval iter: 500 [10/25 11:49:05] ppdet.engine INFO: Eval iter: 600 [10/25 11:49:24] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.64s) creating index... index created! [10/25 11:49:25] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.72s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=99.33s). Accumulating evaluation results... DONE (t=17.55s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.354 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.510 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.373 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 ] = 0.381 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.567 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 ] = 0.477 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.507 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.236 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 ] = 0.750 [10/25 11:51:29] ppdet.engine INFO: Total sample number: 4952, averge FPS: 33.17552887162564 [10/25 11:51:29] ppdet.engine INFO: Best test bbox ap is 0.354. [10/25 11:51:30] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/25 11:51:32] ppdet.engine INFO: Epoch: [160] [ 0/610] learning_rate: 0.134321 loss_vfl: 0.827272 loss_bbox: 0.290671 loss_dfl: 0.195392 loss: 1.323149 eta: 1 day, 22:35:59 batch_cost: 1.8297 data_cost: 0.0012 ips: 26.2338 images/s [10/25 11:52:18] ppdet.engine INFO: Epoch: [160] [ 20/610] learning_rate: 0.134270 loss_vfl: 0.833171 loss_bbox: 0.268460 loss_dfl: 0.180901 loss: 1.287740 eta: 1 day, 22:35:22 batch_cost: 2.0638 data_cost: 0.0012 ips: 23.2586 images/s [10/25 11:53:04] ppdet.engine INFO: Epoch: [160] [ 40/610] learning_rate: 0.134218 loss_vfl: 0.850802 loss_bbox: 0.282851 loss_dfl: 0.183451 loss: 1.302876 eta: 1 day, 22:34:44 batch_cost: 2.0419 data_cost: 0.0012 ips: 23.5077 images/s [10/25 11:53:48] ppdet.engine INFO: Epoch: [160] [ 60/610] learning_rate: 0.134167 loss_vfl: 0.830364 loss_bbox: 0.295953 loss_dfl: 0.195346 loss: 1.310368 eta: 1 day, 22:34:05 batch_cost: 2.0164 data_cost: 0.0011 ips: 23.8052 images/s [10/25 11:54:32] ppdet.engine INFO: Epoch: [160] [ 80/610] learning_rate: 0.134116 loss_vfl: 0.820562 loss_bbox: 0.300373 loss_dfl: 0.198046 loss: 1.330089 eta: 1 day, 22:33:26 batch_cost: 1.9854 data_cost: 0.0011 ips: 24.1761 images/s [10/25 11:55:16] ppdet.engine INFO: Epoch: [160] [100/610] learning_rate: 0.134065 loss_vfl: 0.827211 loss_bbox: 0.281215 loss_dfl: 0.182955 loss: 1.304280 eta: 1 day, 22:32:48 batch_cost: 2.0098 data_cost: 0.0011 ips: 23.8836 images/s [10/25 11:56:00] ppdet.engine INFO: Epoch: [160] [120/610] learning_rate: 0.134013 loss_vfl: 0.843719 loss_bbox: 0.284039 loss_dfl: 0.190767 loss: 1.338661 eta: 1 day, 22:32:08 batch_cost: 1.9533 data_cost: 0.0010 ips: 24.5740 images/s [10/25 11:56:44] ppdet.engine INFO: Epoch: [160] [140/610] learning_rate: 0.133962 loss_vfl: 0.833058 loss_bbox: 0.279967 loss_dfl: 0.184179 loss: 1.279571 eta: 1 day, 22:31:30 batch_cost: 2.0179 data_cost: 0.0010 ips: 23.7869 images/s [10/25 11:57:28] ppdet.engine INFO: Epoch: [160] [160/610] learning_rate: 0.133911 loss_vfl: 0.839617 loss_bbox: 0.284589 loss_dfl: 0.180940 loss: 1.319969 eta: 1 day, 22:30:51 batch_cost: 1.9937 data_cost: 0.0011 ips: 24.0757 images/s [10/25 11:58:12] ppdet.engine INFO: Epoch: [160] [180/610] learning_rate: 0.133860 loss_vfl: 0.830097 loss_bbox: 0.279474 loss_dfl: 0.181303 loss: 1.306705 eta: 1 day, 22:30:12 batch_cost: 1.9504 data_cost: 0.0011 ips: 24.6105 images/s [10/25 11:58:56] ppdet.engine INFO: Epoch: [160] [200/610] learning_rate: 0.133809 loss_vfl: 0.825809 loss_bbox: 0.275376 loss_dfl: 0.183361 loss: 1.288745 eta: 1 day, 22:29:34 batch_cost: 2.0425 data_cost: 0.0010 ips: 23.5011 images/s [10/25 11:59:40] ppdet.engine INFO: Epoch: [160] [220/610] learning_rate: 0.133757 loss_vfl: 0.831216 loss_bbox: 0.283128 loss_dfl: 0.191437 loss: 1.325945 eta: 1 day, 22:28:55 batch_cost: 1.9754 data_cost: 0.0011 ips: 24.2985 images/s [10/25 12:00:24] ppdet.engine INFO: Epoch: [160] [240/610] learning_rate: 0.133706 loss_vfl: 0.828128 loss_bbox: 0.297284 loss_dfl: 0.191298 loss: 1.307314 eta: 1 day, 22:28:16 batch_cost: 2.0233 data_cost: 0.0010 ips: 23.7236 images/s [10/25 12:01:08] ppdet.engine INFO: Epoch: [160] [260/610] learning_rate: 0.133655 loss_vfl: 0.835448 loss_bbox: 0.304582 loss_dfl: 0.193003 loss: 1.330224 eta: 1 day, 22:27:37 batch_cost: 1.9789 data_cost: 0.0011 ips: 24.2557 images/s [10/25 12:01:52] ppdet.engine INFO: Epoch: [160] [280/610] learning_rate: 0.133604 loss_vfl: 0.819028 loss_bbox: 0.293816 loss_dfl: 0.196141 loss: 1.312801 eta: 1 day, 22:26:58 batch_cost: 1.9827 data_cost: 0.0011 ips: 24.2094 images/s [10/25 12:02:35] ppdet.engine INFO: Epoch: [160] [300/610] learning_rate: 0.133553 loss_vfl: 0.829516 loss_bbox: 0.279300 loss_dfl: 0.196402 loss: 1.315318 eta: 1 day, 22:26:19 batch_cost: 1.9350 data_cost: 0.0010 ips: 24.8059 images/s [10/25 12:03:18] ppdet.engine INFO: Epoch: [160] [320/610] learning_rate: 0.133501 loss_vfl: 0.844232 loss_bbox: 0.280068 loss_dfl: 0.181373 loss: 1.302352 eta: 1 day, 22:25:39 batch_cost: 1.9693 data_cost: 0.0010 ips: 24.3743 images/s [10/25 12:04:01] ppdet.engine INFO: Epoch: [160] [340/610] learning_rate: 0.133450 loss_vfl: 0.838048 loss_bbox: 0.277981 loss_dfl: 0.182565 loss: 1.279140 eta: 1 day, 22:24:59 batch_cost: 1.9240 data_cost: 0.0011 ips: 24.9483 images/s [10/25 12:04:45] ppdet.engine INFO: Epoch: [160] [360/610] learning_rate: 0.133399 loss_vfl: 0.822875 loss_bbox: 0.274854 loss_dfl: 0.185533 loss: 1.314775 eta: 1 day, 22:24:20 batch_cost: 1.9632 data_cost: 0.0011 ips: 24.4501 images/s [10/25 12:05:29] ppdet.engine INFO: Epoch: [160] [380/610] learning_rate: 0.133348 loss_vfl: 0.856364 loss_bbox: 0.296775 loss_dfl: 0.198394 loss: 1.361209 eta: 1 day, 22:23:41 batch_cost: 1.9786 data_cost: 0.0010 ips: 24.2598 images/s [10/25 12:06:12] ppdet.engine INFO: Epoch: [160] [400/610] learning_rate: 0.133297 loss_vfl: 0.838289 loss_bbox: 0.278528 loss_dfl: 0.187050 loss: 1.295561 eta: 1 day, 22:23:02 batch_cost: 1.9551 data_cost: 0.0010 ips: 24.5518 images/s [10/25 12:06:55] ppdet.engine INFO: Epoch: [160] [420/610] learning_rate: 0.133246 loss_vfl: 0.858260 loss_bbox: 0.295039 loss_dfl: 0.192850 loss: 1.328894 eta: 1 day, 22:22:23 batch_cost: 1.9901 data_cost: 0.0011 ips: 24.1198 images/s [10/25 12:07:39] ppdet.engine INFO: Epoch: [160] [440/610] learning_rate: 0.133194 loss_vfl: 0.839344 loss_bbox: 0.288344 loss_dfl: 0.189551 loss: 1.328939 eta: 1 day, 22:21:44 batch_cost: 1.9909 data_cost: 0.0011 ips: 24.1094 images/s [10/25 12:08:23] ppdet.engine INFO: Epoch: [160] [460/610] learning_rate: 0.133143 loss_vfl: 0.820985 loss_bbox: 0.276479 loss_dfl: 0.181286 loss: 1.297861 eta: 1 day, 22:21:05 batch_cost: 2.0139 data_cost: 0.0011 ips: 23.8348 images/s [10/25 12:09:07] ppdet.engine INFO: Epoch: [160] [480/610] learning_rate: 0.133092 loss_vfl: 0.849162 loss_bbox: 0.306072 loss_dfl: 0.193048 loss: 1.340952 eta: 1 day, 22:20:26 batch_cost: 1.9483 data_cost: 0.0012 ips: 24.6371 images/s [10/25 12:09:50] ppdet.engine INFO: Epoch: [160] [500/610] learning_rate: 0.133041 loss_vfl: 0.837038 loss_bbox: 0.270664 loss_dfl: 0.183531 loss: 1.297873 eta: 1 day, 22:19:46 batch_cost: 1.9517 data_cost: 0.0011 ips: 24.5945 images/s [10/25 12:10:33] ppdet.engine INFO: Epoch: [160] [520/610] learning_rate: 0.132990 loss_vfl: 0.852719 loss_bbox: 0.297778 loss_dfl: 0.191541 loss: 1.346703 eta: 1 day, 22:19:07 batch_cost: 1.9723 data_cost: 0.0011 ips: 24.3370 images/s [10/25 12:11:17] ppdet.engine INFO: Epoch: [160] [540/610] learning_rate: 0.132939 loss_vfl: 0.818481 loss_bbox: 0.296290 loss_dfl: 0.195719 loss: 1.320216 eta: 1 day, 22:18:27 batch_cost: 1.9367 data_cost: 0.0012 ips: 24.7845 images/s [10/25 12:12:01] ppdet.engine INFO: Epoch: [160] [560/610] learning_rate: 0.132887 loss_vfl: 0.834440 loss_bbox: 0.279339 loss_dfl: 0.184877 loss: 1.316906 eta: 1 day, 22:17:49 batch_cost: 2.0036 data_cost: 0.0011 ips: 23.9566 images/s [10/25 12:12:44] ppdet.engine INFO: Epoch: [160] [580/610] learning_rate: 0.132836 loss_vfl: 0.830072 loss_bbox: 0.267330 loss_dfl: 0.186500 loss: 1.287635 eta: 1 day, 22:17:09 batch_cost: 1.9151 data_cost: 0.0011 ips: 25.0643 images/s [10/25 12:13:26] ppdet.engine INFO: Epoch: [160] [600/610] learning_rate: 0.132785 loss_vfl: 0.818322 loss_bbox: 0.272454 loss_dfl: 0.181457 loss: 1.270683 eta: 1 day, 22:16:28 batch_cost: 1.8627 data_cost: 0.0011 ips: 25.7692 images/s [10/25 12:13:59] ppdet.engine INFO: Epoch: [161] [ 0/610] learning_rate: 0.132759 loss_vfl: 0.808972 loss_bbox: 0.278821 loss_dfl: 0.185418 loss: 1.254750 eta: 1 day, 22:16:16 batch_cost: 2.3856 data_cost: 0.1835 ips: 20.1205 images/s [10/25 12:14:44] ppdet.engine INFO: Epoch: [161] [ 20/610] learning_rate: 0.132708 loss_vfl: 0.835599 loss_bbox: 0.291442 loss_dfl: 0.188421 loss: 1.324564 eta: 1 day, 22:15:38 batch_cost: 1.9973 data_cost: 0.0012 ips: 24.0326 images/s [10/25 12:15:27] ppdet.engine INFO: Epoch: [161] [ 40/610] learning_rate: 0.132657 loss_vfl: 0.812367 loss_bbox: 0.275516 loss_dfl: 0.180512 loss: 1.270211 eta: 1 day, 22:14:58 batch_cost: 1.9405 data_cost: 0.0011 ips: 24.7361 images/s [10/25 12:16:12] ppdet.engine INFO: Epoch: [161] [ 60/610] learning_rate: 0.132606 loss_vfl: 0.830064 loss_bbox: 0.270179 loss_dfl: 0.180176 loss: 1.283016 eta: 1 day, 22:14:19 batch_cost: 2.0059 data_cost: 0.0011 ips: 23.9291 images/s [10/25 12:16:56] ppdet.engine INFO: Epoch: [161] [ 80/610] learning_rate: 0.132555 loss_vfl: 0.836331 loss_bbox: 0.274330 loss_dfl: 0.185275 loss: 1.293095 eta: 1 day, 22:13:40 batch_cost: 1.9648 data_cost: 0.0011 ips: 24.4294 images/s [10/25 12:17:39] ppdet.engine INFO: Epoch: [161] [100/610] learning_rate: 0.132504 loss_vfl: 0.833386 loss_bbox: 0.266387 loss_dfl: 0.185144 loss: 1.301654 eta: 1 day, 22:13:01 batch_cost: 1.9506 data_cost: 0.0011 ips: 24.6072 images/s [10/25 12:18:23] ppdet.engine INFO: Epoch: [161] [120/610] learning_rate: 0.132453 loss_vfl: 0.828534 loss_bbox: 0.287294 loss_dfl: 0.183864 loss: 1.316552 eta: 1 day, 22:12:22 batch_cost: 1.9945 data_cost: 0.0011 ips: 24.0662 images/s [10/25 12:19:07] ppdet.engine INFO: Epoch: [161] [140/610] learning_rate: 0.132401 loss_vfl: 0.839890 loss_bbox: 0.275378 loss_dfl: 0.185585 loss: 1.301738 eta: 1 day, 22:11:43 batch_cost: 1.9943 data_cost: 0.0010 ips: 24.0688 images/s [10/25 12:19:51] ppdet.engine INFO: Epoch: [161] [160/610] learning_rate: 0.132350 loss_vfl: 0.828332 loss_bbox: 0.271484 loss_dfl: 0.186341 loss: 1.305374 eta: 1 day, 22:11:04 batch_cost: 1.9828 data_cost: 0.0010 ips: 24.2082 images/s [10/25 12:20:34] ppdet.engine INFO: Epoch: [161] [180/610] learning_rate: 0.132299 loss_vfl: 0.848091 loss_bbox: 0.296292 loss_dfl: 0.194929 loss: 1.338067 eta: 1 day, 22:10:24 batch_cost: 1.9457 data_cost: 0.0011 ips: 24.6702 images/s [10/25 12:21:18] ppdet.engine INFO: Epoch: [161] [200/610] learning_rate: 0.132248 loss_vfl: 0.831997 loss_bbox: 0.276570 loss_dfl: 0.180167 loss: 1.312233 eta: 1 day, 22:09:45 batch_cost: 1.9845 data_cost: 0.0011 ips: 24.1875 images/s [10/25 12:22:02] ppdet.engine INFO: Epoch: [161] [220/610] learning_rate: 0.132197 loss_vfl: 0.843663 loss_bbox: 0.276448 loss_dfl: 0.190571 loss: 1.316091 eta: 1 day, 22:09:07 batch_cost: 2.0140 data_cost: 0.0011 ips: 23.8337 images/s [10/25 12:22:46] ppdet.engine INFO: Epoch: [161] [240/610] learning_rate: 0.132146 loss_vfl: 0.841300 loss_bbox: 0.291838 loss_dfl: 0.189182 loss: 1.314727 eta: 1 day, 22:08:28 batch_cost: 2.0003 data_cost: 0.0011 ips: 23.9960 images/s [10/25 12:23:30] ppdet.engine INFO: Epoch: [161] [260/610] learning_rate: 0.132095 loss_vfl: 0.842652 loss_bbox: 0.275007 loss_dfl: 0.180805 loss: 1.302146 eta: 1 day, 22:07:50 batch_cost: 1.9963 data_cost: 0.0011 ips: 24.0440 images/s [10/25 12:24:13] ppdet.engine INFO: Epoch: [161] [280/610] learning_rate: 0.132043 loss_vfl: 0.830386 loss_bbox: 0.293363 loss_dfl: 0.191595 loss: 1.312055 eta: 1 day, 22:07:10 batch_cost: 1.9537 data_cost: 0.0010 ips: 24.5689 images/s [10/25 12:24:57] ppdet.engine INFO: Epoch: [161] [300/610] learning_rate: 0.131992 loss_vfl: 0.831444 loss_bbox: 0.303477 loss_dfl: 0.199846 loss: 1.341406 eta: 1 day, 22:06:31 batch_cost: 1.9979 data_cost: 0.0011 ips: 24.0250 images/s [10/25 12:25:40] ppdet.engine INFO: Epoch: [161] [320/610] learning_rate: 0.131941 loss_vfl: 0.827071 loss_bbox: 0.278778 loss_dfl: 0.187015 loss: 1.297001 eta: 1 day, 22:05:52 batch_cost: 1.9449 data_cost: 0.0011 ips: 24.6799 images/s [10/25 12:26:23] ppdet.engine INFO: Epoch: [161] [340/610] learning_rate: 0.131890 loss_vfl: 0.836985 loss_bbox: 0.277221 loss_dfl: 0.185337 loss: 1.309199 eta: 1 day, 22:05:12 batch_cost: 1.9282 data_cost: 0.0010 ips: 24.8932 images/s [10/25 12:27:06] ppdet.engine INFO: Epoch: [161] [360/610] learning_rate: 0.131839 loss_vfl: 0.818568 loss_bbox: 0.266173 loss_dfl: 0.184538 loss: 1.271170 eta: 1 day, 22:04:33 batch_cost: 1.9769 data_cost: 0.0011 ips: 24.2801 images/s [10/25 12:27:49] ppdet.engine INFO: Epoch: [161] [380/610] learning_rate: 0.131788 loss_vfl: 0.851778 loss_bbox: 0.300310 loss_dfl: 0.196726 loss: 1.324955 eta: 1 day, 22:03:53 batch_cost: 1.9512 data_cost: 0.0048 ips: 24.5999 images/s [10/25 12:28:32] ppdet.engine INFO: Epoch: [161] [400/610] learning_rate: 0.131737 loss_vfl: 0.846770 loss_bbox: 0.299350 loss_dfl: 0.193229 loss: 1.319086 eta: 1 day, 22:03:13 batch_cost: 1.9409 data_cost: 0.0011 ips: 24.7312 images/s [10/25 12:29:15] ppdet.engine INFO: Epoch: [161] [420/610] learning_rate: 0.131686 loss_vfl: 0.826710 loss_bbox: 0.289818 loss_dfl: 0.193753 loss: 1.328653 eta: 1 day, 22:02:34 batch_cost: 1.9298 data_cost: 0.0010 ips: 24.8729 images/s [10/25 12:30:00] ppdet.engine INFO: Epoch: [161] [440/610] learning_rate: 0.131634 loss_vfl: 0.820797 loss_bbox: 0.293397 loss_dfl: 0.201598 loss: 1.308240 eta: 1 day, 22:01:55 batch_cost: 1.9825 data_cost: 0.0010 ips: 24.2121 images/s [10/25 12:30:42] ppdet.engine INFO: Epoch: [161] [460/610] learning_rate: 0.131583 loss_vfl: 0.829365 loss_bbox: 0.276517 loss_dfl: 0.185231 loss: 1.311857 eta: 1 day, 22:01:15 batch_cost: 1.9346 data_cost: 0.0011 ips: 24.8114 images/s [10/25 12:31:26] ppdet.engine INFO: Epoch: [161] [480/610] learning_rate: 0.131532 loss_vfl: 0.845766 loss_bbox: 0.303176 loss_dfl: 0.195834 loss: 1.338825 eta: 1 day, 22:00:36 batch_cost: 1.9697 data_cost: 0.0010 ips: 24.3690 images/s [10/25 12:32:09] ppdet.engine INFO: Epoch: [161] [500/610] learning_rate: 0.131481 loss_vfl: 0.838797 loss_bbox: 0.288122 loss_dfl: 0.180445 loss: 1.302445 eta: 1 day, 21:59:56 batch_cost: 1.9429 data_cost: 0.0011 ips: 24.7050 images/s [10/25 12:32:52] ppdet.engine INFO: Epoch: [161] [520/610] learning_rate: 0.131430 loss_vfl: 0.831947 loss_bbox: 0.286719 loss_dfl: 0.190630 loss: 1.296747 eta: 1 day, 21:59:16 batch_cost: 1.9519 data_cost: 0.0010 ips: 24.5919 images/s [10/25 12:33:35] ppdet.engine INFO: Epoch: [161] [540/610] learning_rate: 0.131379 loss_vfl: 0.831365 loss_bbox: 0.299450 loss_dfl: 0.197631 loss: 1.329669 eta: 1 day, 21:58:37 batch_cost: 1.9434 data_cost: 0.0011 ips: 24.6988 images/s [10/25 12:34:19] ppdet.engine INFO: Epoch: [161] [560/610] learning_rate: 0.131328 loss_vfl: 0.847190 loss_bbox: 0.279674 loss_dfl: 0.195610 loss: 1.321350 eta: 1 day, 21:57:58 batch_cost: 1.9935 data_cost: 0.0011 ips: 24.0785 images/s [10/25 12:35:03] ppdet.engine INFO: Epoch: [161] [580/610] learning_rate: 0.131277 loss_vfl: 0.818874 loss_bbox: 0.281618 loss_dfl: 0.190137 loss: 1.309942 eta: 1 day, 21:57:18 batch_cost: 1.9483 data_cost: 0.0011 ips: 24.6366 images/s [10/25 12:35:44] ppdet.engine INFO: Epoch: [161] [600/610] learning_rate: 0.131226 loss_vfl: 0.830580 loss_bbox: 0.286567 loss_dfl: 0.189799 loss: 1.310834 eta: 1 day, 21:56:38 batch_cost: 1.8723 data_cost: 0.0011 ips: 25.6374 images/s [10/25 12:36:17] ppdet.engine INFO: Epoch: [162] [ 0/610] learning_rate: 0.131200 loss_vfl: 0.819718 loss_bbox: 0.289362 loss_dfl: 0.189183 loss: 1.310870 eta: 1 day, 21:56:25 batch_cost: 2.3189 data_cost: 0.2543 ips: 20.6998 images/s [10/25 12:37:01] ppdet.engine INFO: Epoch: [162] [ 20/610] learning_rate: 0.131149 loss_vfl: 0.824983 loss_bbox: 0.278136 loss_dfl: 0.182576 loss: 1.292489 eta: 1 day, 21:55:46 batch_cost: 1.9748 data_cost: 0.0011 ips: 24.3063 images/s [10/25 12:37:46] ppdet.engine INFO: Epoch: [162] [ 40/610] learning_rate: 0.131098 loss_vfl: 0.825607 loss_bbox: 0.287873 loss_dfl: 0.189716 loss: 1.315968 eta: 1 day, 21:55:08 batch_cost: 1.9979 data_cost: 0.0011 ips: 24.0253 images/s [10/25 12:38:30] ppdet.engine INFO: Epoch: [162] [ 60/610] learning_rate: 0.131047 loss_vfl: 0.821939 loss_bbox: 0.272940 loss_dfl: 0.185962 loss: 1.309765 eta: 1 day, 21:54:29 batch_cost: 1.9959 data_cost: 0.0011 ips: 24.0491 images/s [10/25 12:39:14] ppdet.engine INFO: Epoch: [162] [ 80/610] learning_rate: 0.130996 loss_vfl: 0.834201 loss_bbox: 0.293055 loss_dfl: 0.193531 loss: 1.333544 eta: 1 day, 21:53:49 batch_cost: 1.9563 data_cost: 0.0011 ips: 24.5363 images/s [10/25 12:39:57] ppdet.engine INFO: Epoch: [162] [100/610] learning_rate: 0.130945 loss_vfl: 0.844405 loss_bbox: 0.272887 loss_dfl: 0.179993 loss: 1.295689 eta: 1 day, 21:53:09 batch_cost: 1.9115 data_cost: 0.0011 ips: 25.1109 images/s [10/25 12:40:40] ppdet.engine INFO: Epoch: [162] [120/610] learning_rate: 0.130893 loss_vfl: 0.820498 loss_bbox: 0.278588 loss_dfl: 0.191130 loss: 1.301159 eta: 1 day, 21:52:30 batch_cost: 1.9530 data_cost: 0.0010 ips: 24.5777 images/s [10/25 12:41:23] ppdet.engine INFO: Epoch: [162] [140/610] learning_rate: 0.130842 loss_vfl: 0.817428 loss_bbox: 0.284530 loss_dfl: 0.181450 loss: 1.287710 eta: 1 day, 21:51:50 batch_cost: 1.9592 data_cost: 0.0011 ips: 24.4993 images/s [10/25 12:42:06] ppdet.engine INFO: Epoch: [162] [160/610] learning_rate: 0.130791 loss_vfl: 0.829371 loss_bbox: 0.285980 loss_dfl: 0.182120 loss: 1.299614 eta: 1 day, 21:51:10 batch_cost: 1.9254 data_cost: 0.0011 ips: 24.9297 images/s [10/25 12:42:49] ppdet.engine INFO: Epoch: [162] [180/610] learning_rate: 0.130740 loss_vfl: 0.825333 loss_bbox: 0.268200 loss_dfl: 0.179191 loss: 1.270316 eta: 1 day, 21:50:31 batch_cost: 1.9487 data_cost: 0.0011 ips: 24.6323 images/s [10/25 12:43:33] ppdet.engine INFO: Epoch: [162] [200/610] learning_rate: 0.130689 loss_vfl: 0.831392 loss_bbox: 0.291819 loss_dfl: 0.188246 loss: 1.317358 eta: 1 day, 21:49:52 batch_cost: 1.9747 data_cost: 0.0012 ips: 24.3072 images/s [10/25 12:44:16] ppdet.engine INFO: Epoch: [162] [220/610] learning_rate: 0.130638 loss_vfl: 0.833266 loss_bbox: 0.274599 loss_dfl: 0.183672 loss: 1.288143 eta: 1 day, 21:49:12 batch_cost: 1.9456 data_cost: 0.0011 ips: 24.6712 images/s [10/25 12:45:00] ppdet.engine INFO: Epoch: [162] [240/610] learning_rate: 0.130587 loss_vfl: 0.813341 loss_bbox: 0.299665 loss_dfl: 0.195011 loss: 1.306844 eta: 1 day, 21:48:33 batch_cost: 1.9811 data_cost: 0.0011 ips: 24.2295 images/s [10/25 12:45:44] ppdet.engine INFO: Epoch: [162] [260/610] learning_rate: 0.130536 loss_vfl: 0.822979 loss_bbox: 0.274731 loss_dfl: 0.188534 loss: 1.327959 eta: 1 day, 21:47:55 batch_cost: 2.0461 data_cost: 0.0011 ips: 23.4593 images/s [10/25 12:46:28] ppdet.engine INFO: Epoch: [162] [280/610] learning_rate: 0.130485 loss_vfl: 0.842227 loss_bbox: 0.278466 loss_dfl: 0.188501 loss: 1.308253 eta: 1 day, 21:47:16 batch_cost: 1.9707 data_cost: 0.0011 ips: 24.3563 images/s [10/25 12:47:12] ppdet.engine INFO: Epoch: [162] [300/610] learning_rate: 0.130434 loss_vfl: 0.833519 loss_bbox: 0.309930 loss_dfl: 0.200380 loss: 1.345666 eta: 1 day, 21:46:37 batch_cost: 2.0056 data_cost: 0.0011 ips: 23.9327 images/s [10/25 12:47:55] ppdet.engine INFO: Epoch: [162] [320/610] learning_rate: 0.130383 loss_vfl: 0.831031 loss_bbox: 0.283364 loss_dfl: 0.186784 loss: 1.302492 eta: 1 day, 21:45:58 batch_cost: 1.9395 data_cost: 0.0011 ips: 24.7484 images/s [10/25 12:48:38] ppdet.engine INFO: Epoch: [162] [340/610] learning_rate: 0.130332 loss_vfl: 0.828796 loss_bbox: 0.291117 loss_dfl: 0.195742 loss: 1.313076 eta: 1 day, 21:45:18 batch_cost: 1.9406 data_cost: 0.0010 ips: 24.7342 images/s [10/25 12:49:21] ppdet.engine INFO: Epoch: [162] [360/610] learning_rate: 0.130281 loss_vfl: 0.819566 loss_bbox: 0.284429 loss_dfl: 0.191098 loss: 1.297921 eta: 1 day, 21:44:39 batch_cost: 2.0054 data_cost: 0.0013 ips: 23.9357 images/s [10/25 12:50:05] ppdet.engine INFO: Epoch: [162] [380/610] learning_rate: 0.130230 loss_vfl: 0.833893 loss_bbox: 0.298533 loss_dfl: 0.188976 loss: 1.316944 eta: 1 day, 21:44:00 batch_cost: 1.9798 data_cost: 0.0011 ips: 24.2450 images/s [10/25 12:50:49] ppdet.engine INFO: Epoch: [162] [400/610] learning_rate: 0.130179 loss_vfl: 0.835980 loss_bbox: 0.282189 loss_dfl: 0.182019 loss: 1.329632 eta: 1 day, 21:43:20 batch_cost: 1.9219 data_cost: 0.0011 ips: 24.9753 images/s [10/25 12:51:32] ppdet.engine INFO: Epoch: [162] [420/610] learning_rate: 0.130128 loss_vfl: 0.831790 loss_bbox: 0.275505 loss_dfl: 0.183733 loss: 1.286317 eta: 1 day, 21:42:41 batch_cost: 1.9522 data_cost: 0.0011 ips: 24.5881 images/s [10/25 12:52:14] ppdet.engine INFO: Epoch: [162] [440/610] learning_rate: 0.130076 loss_vfl: 0.848934 loss_bbox: 0.280335 loss_dfl: 0.177402 loss: 1.304096 eta: 1 day, 21:42:00 batch_cost: 1.9040 data_cost: 0.0010 ips: 25.2095 images/s [10/25 12:52:58] ppdet.engine INFO: Epoch: [162] [460/610] learning_rate: 0.130025 loss_vfl: 0.831838 loss_bbox: 0.293947 loss_dfl: 0.188975 loss: 1.308810 eta: 1 day, 21:41:22 batch_cost: 2.0034 data_cost: 0.0011 ips: 23.9588 images/s [10/25 12:53:42] ppdet.engine INFO: Epoch: [162] [480/610] learning_rate: 0.129974 loss_vfl: 0.818114 loss_bbox: 0.287303 loss_dfl: 0.195977 loss: 1.339424 eta: 1 day, 21:40:42 batch_cost: 1.9476 data_cost: 0.0011 ips: 24.6459 images/s [10/25 12:54:26] ppdet.engine INFO: Epoch: [162] [500/610] learning_rate: 0.129923 loss_vfl: 0.830023 loss_bbox: 0.291833 loss_dfl: 0.189573 loss: 1.304986 eta: 1 day, 21:40:03 batch_cost: 1.9974 data_cost: 0.0011 ips: 24.0306 images/s [10/25 12:55:10] ppdet.engine INFO: Epoch: [162] [520/610] learning_rate: 0.129872 loss_vfl: 0.843510 loss_bbox: 0.270409 loss_dfl: 0.178583 loss: 1.305916 eta: 1 day, 21:39:25 batch_cost: 2.0199 data_cost: 0.0012 ips: 23.7631 images/s [10/25 12:55:55] ppdet.engine INFO: Epoch: [162] [540/610] learning_rate: 0.129821 loss_vfl: 0.852295 loss_bbox: 0.287847 loss_dfl: 0.194851 loss: 1.336236 eta: 1 day, 21:38:46 batch_cost: 1.9952 data_cost: 0.0012 ips: 24.0577 images/s [10/25 12:56:40] ppdet.engine INFO: Epoch: [162] [560/610] learning_rate: 0.129770 loss_vfl: 0.826080 loss_bbox: 0.305879 loss_dfl: 0.193040 loss: 1.313364 eta: 1 day, 21:38:08 batch_cost: 2.0418 data_cost: 0.0011 ips: 23.5083 images/s [10/25 12:57:23] ppdet.engine INFO: Epoch: [162] [580/610] learning_rate: 0.129719 loss_vfl: 0.838195 loss_bbox: 0.279078 loss_dfl: 0.194371 loss: 1.329476 eta: 1 day, 21:37:30 batch_cost: 1.9948 data_cost: 0.0011 ips: 24.0624 images/s [10/25 12:58:05] ppdet.engine INFO: Epoch: [162] [600/610] learning_rate: 0.129668 loss_vfl: 0.844747 loss_bbox: 0.289153 loss_dfl: 0.187577 loss: 1.326256 eta: 1 day, 21:36:49 batch_cost: 1.9025 data_cost: 0.0012 ips: 25.2304 images/s [10/25 12:58:38] ppdet.engine INFO: Epoch: [163] [ 0/610] learning_rate: 0.129643 loss_vfl: 0.857162 loss_bbox: 0.280179 loss_dfl: 0.184151 loss: 1.315817 eta: 1 day, 21:36:36 batch_cost: 2.3004 data_cost: 0.2663 ips: 20.8660 images/s [10/25 12:59:22] ppdet.engine INFO: Epoch: [163] [ 20/610] learning_rate: 0.129592 loss_vfl: 0.814505 loss_bbox: 0.262834 loss_dfl: 0.176744 loss: 1.239880 eta: 1 day, 21:35:58 batch_cost: 2.0065 data_cost: 0.0012 ips: 23.9220 images/s [10/25 13:00:06] ppdet.engine INFO: Epoch: [163] [ 40/610] learning_rate: 0.129541 loss_vfl: 0.822452 loss_bbox: 0.271223 loss_dfl: 0.181438 loss: 1.284758 eta: 1 day, 21:35:19 batch_cost: 1.9923 data_cost: 0.0012 ips: 24.0923 images/s [10/25 13:00:49] ppdet.engine INFO: Epoch: [163] [ 60/610] learning_rate: 0.129490 loss_vfl: 0.822256 loss_bbox: 0.265248 loss_dfl: 0.175566 loss: 1.274963 eta: 1 day, 21:34:40 batch_cost: 1.9814 data_cost: 0.0012 ips: 24.2256 images/s [10/25 13:01:34] ppdet.engine INFO: Epoch: [163] [ 80/610] learning_rate: 0.129439 loss_vfl: 0.821881 loss_bbox: 0.276864 loss_dfl: 0.186149 loss: 1.289418 eta: 1 day, 21:34:01 batch_cost: 2.0005 data_cost: 0.0012 ips: 23.9943 images/s [10/25 13:02:17] ppdet.engine INFO: Epoch: [163] [100/610] learning_rate: 0.129388 loss_vfl: 0.825406 loss_bbox: 0.282837 loss_dfl: 0.184819 loss: 1.274603 eta: 1 day, 21:33:21 batch_cost: 1.9401 data_cost: 0.0011 ips: 24.7404 images/s [10/25 13:03:02] ppdet.engine INFO: Epoch: [163] [120/610] learning_rate: 0.129337 loss_vfl: 0.829072 loss_bbox: 0.278271 loss_dfl: 0.187696 loss: 1.301382 eta: 1 day, 21:32:43 batch_cost: 2.0091 data_cost: 0.0012 ips: 23.8911 images/s [10/25 13:03:46] ppdet.engine INFO: Epoch: [163] [140/610] learning_rate: 0.129286 loss_vfl: 0.825177 loss_bbox: 0.294321 loss_dfl: 0.194899 loss: 1.304490 eta: 1 day, 21:32:04 batch_cost: 1.9993 data_cost: 0.0011 ips: 24.0084 images/s [10/25 13:04:29] ppdet.engine INFO: Epoch: [163] [160/610] learning_rate: 0.129235 loss_vfl: 0.812857 loss_bbox: 0.300245 loss_dfl: 0.193186 loss: 1.314270 eta: 1 day, 21:31:24 batch_cost: 1.9229 data_cost: 0.0011 ips: 24.9625 images/s [10/25 13:05:13] ppdet.engine INFO: Epoch: [163] [180/610] learning_rate: 0.129184 loss_vfl: 0.809795 loss_bbox: 0.289829 loss_dfl: 0.190613 loss: 1.300545 eta: 1 day, 21:30:45 batch_cost: 1.9946 data_cost: 0.0010 ips: 24.0649 images/s [10/25 13:05:57] ppdet.engine INFO: Epoch: [163] [200/610] learning_rate: 0.129133 loss_vfl: 0.839050 loss_bbox: 0.307222 loss_dfl: 0.197969 loss: 1.350567 eta: 1 day, 21:30:07 batch_cost: 1.9989 data_cost: 0.0010 ips: 24.0137 images/s [10/25 13:06:40] ppdet.engine INFO: Epoch: [163] [220/610] learning_rate: 0.129082 loss_vfl: 0.827855 loss_bbox: 0.278898 loss_dfl: 0.185282 loss: 1.309168 eta: 1 day, 21:29:27 batch_cost: 1.9490 data_cost: 0.0011 ips: 24.6283 images/s [10/25 13:07:25] ppdet.engine INFO: Epoch: [163] [240/610] learning_rate: 0.129031 loss_vfl: 0.811202 loss_bbox: 0.297398 loss_dfl: 0.193978 loss: 1.294073 eta: 1 day, 21:28:49 batch_cost: 2.0349 data_cost: 0.0011 ips: 23.5885 images/s [10/25 13:08:08] ppdet.engine INFO: Epoch: [163] [260/610] learning_rate: 0.128980 loss_vfl: 0.814932 loss_bbox: 0.307740 loss_dfl: 0.201086 loss: 1.324454 eta: 1 day, 21:28:09 batch_cost: 1.9526 data_cost: 0.0011 ips: 24.5823 images/s [10/25 13:08:52] ppdet.engine INFO: Epoch: [163] [280/610] learning_rate: 0.128929 loss_vfl: 0.826108 loss_bbox: 0.313643 loss_dfl: 0.195811 loss: 1.332302 eta: 1 day, 21:27:31 batch_cost: 1.9941 data_cost: 0.0011 ips: 24.0707 images/s [10/25 13:09:35] ppdet.engine INFO: Epoch: [163] [300/610] learning_rate: 0.128878 loss_vfl: 0.822302 loss_bbox: 0.286403 loss_dfl: 0.191365 loss: 1.291957 eta: 1 day, 21:26:51 batch_cost: 1.9376 data_cost: 0.0010 ips: 24.7727 images/s [10/25 13:10:18] ppdet.engine INFO: Epoch: [163] [320/610] learning_rate: 0.128827 loss_vfl: 0.823738 loss_bbox: 0.282175 loss_dfl: 0.191039 loss: 1.318243 eta: 1 day, 21:26:12 batch_cost: 1.9618 data_cost: 0.0011 ips: 24.4668 images/s [10/25 13:11:01] ppdet.engine INFO: Epoch: [163] [340/610] learning_rate: 0.128776 loss_vfl: 0.856400 loss_bbox: 0.287548 loss_dfl: 0.189916 loss: 1.326864 eta: 1 day, 21:25:32 batch_cost: 1.9523 data_cost: 0.0011 ips: 24.5862 images/s [10/25 13:11:45] ppdet.engine INFO: Epoch: [163] [360/610] learning_rate: 0.128725 loss_vfl: 0.832994 loss_bbox: 0.287416 loss_dfl: 0.192081 loss: 1.316915 eta: 1 day, 21:24:53 batch_cost: 1.9752 data_cost: 0.0011 ips: 24.3012 images/s [10/25 13:12:29] ppdet.engine INFO: Epoch: [163] [380/610] learning_rate: 0.128674 loss_vfl: 0.806264 loss_bbox: 0.296719 loss_dfl: 0.186803 loss: 1.300087 eta: 1 day, 21:24:14 batch_cost: 1.9644 data_cost: 0.0011 ips: 24.4351 images/s [10/25 13:13:12] ppdet.engine INFO: Epoch: [163] [400/610] learning_rate: 0.128623 loss_vfl: 0.839828 loss_bbox: 0.289285 loss_dfl: 0.189188 loss: 1.296879 eta: 1 day, 21:23:34 batch_cost: 1.9762 data_cost: 0.0011 ips: 24.2889 images/s [10/25 13:13:56] ppdet.engine INFO: Epoch: [163] [420/610] learning_rate: 0.128572 loss_vfl: 0.828512 loss_bbox: 0.305055 loss_dfl: 0.200634 loss: 1.339950 eta: 1 day, 21:22:56 batch_cost: 2.0083 data_cost: 0.0010 ips: 23.9007 images/s [10/25 13:14:39] ppdet.engine INFO: Epoch: [163] [440/610] learning_rate: 0.128521 loss_vfl: 0.851458 loss_bbox: 0.287958 loss_dfl: 0.178446 loss: 1.315811 eta: 1 day, 21:22:16 batch_cost: 1.9327 data_cost: 0.0011 ips: 24.8355 images/s [10/25 13:15:23] ppdet.engine INFO: Epoch: [163] [460/610] learning_rate: 0.128470 loss_vfl: 0.824740 loss_bbox: 0.301288 loss_dfl: 0.195353 loss: 1.320697 eta: 1 day, 21:21:37 batch_cost: 1.9561 data_cost: 0.0011 ips: 24.5385 images/s [10/25 13:16:06] ppdet.engine INFO: Epoch: [163] [480/610] learning_rate: 0.128419 loss_vfl: 0.818781 loss_bbox: 0.290294 loss_dfl: 0.189301 loss: 1.333029 eta: 1 day, 21:20:57 batch_cost: 1.9356 data_cost: 0.0011 ips: 24.7982 images/s [10/25 13:16:49] ppdet.engine INFO: Epoch: [163] [500/610] learning_rate: 0.128368 loss_vfl: 0.825610 loss_bbox: 0.276711 loss_dfl: 0.179839 loss: 1.278132 eta: 1 day, 21:20:18 batch_cost: 1.9693 data_cost: 0.0010 ips: 24.3737 images/s [10/25 13:17:32] ppdet.engine INFO: Epoch: [163] [520/610] learning_rate: 0.128317 loss_vfl: 0.841147 loss_bbox: 0.278970 loss_dfl: 0.187125 loss: 1.335684 eta: 1 day, 21:19:38 batch_cost: 1.9282 data_cost: 0.0010 ips: 24.8941 images/s [10/25 13:18:16] ppdet.engine INFO: Epoch: [163] [540/610] learning_rate: 0.128266 loss_vfl: 0.828770 loss_bbox: 0.266781 loss_dfl: 0.191168 loss: 1.289870 eta: 1 day, 21:18:59 batch_cost: 1.9704 data_cost: 0.0010 ips: 24.3606 images/s [10/25 13:19:00] ppdet.engine INFO: Epoch: [163] [560/610] learning_rate: 0.128215 loss_vfl: 0.837689 loss_bbox: 0.273365 loss_dfl: 0.180305 loss: 1.294441 eta: 1 day, 21:18:20 batch_cost: 2.0121 data_cost: 0.0010 ips: 23.8561 images/s [10/25 13:19:43] ppdet.engine INFO: Epoch: [163] [580/610] learning_rate: 0.128164 loss_vfl: 0.817316 loss_bbox: 0.278624 loss_dfl: 0.184564 loss: 1.298074 eta: 1 day, 21:17:40 batch_cost: 1.9445 data_cost: 0.0011 ips: 24.6851 images/s [10/25 13:20:24] ppdet.engine INFO: Epoch: [163] [600/610] learning_rate: 0.128113 loss_vfl: 0.814658 loss_bbox: 0.301264 loss_dfl: 0.196672 loss: 1.308212 eta: 1 day, 21:17:00 batch_cost: 1.8947 data_cost: 0.0012 ips: 25.3343 images/s [10/25 13:20:57] ppdet.engine INFO: Epoch: [164] [ 0/610] learning_rate: 0.128088 loss_vfl: 0.842280 loss_bbox: 0.288519 loss_dfl: 0.188971 loss: 1.310832 eta: 1 day, 21:16:48 batch_cost: 2.3227 data_cost: 0.2095 ips: 20.6656 images/s [10/25 13:21:42] ppdet.engine INFO: Epoch: [164] [ 20/610] learning_rate: 0.128037 loss_vfl: 0.854414 loss_bbox: 0.280192 loss_dfl: 0.190477 loss: 1.326190 eta: 1 day, 21:16:10 batch_cost: 2.0428 data_cost: 0.0012 ips: 23.4968 images/s [10/25 13:22:26] ppdet.engine INFO: Epoch: [164] [ 40/610] learning_rate: 0.127986 loss_vfl: 0.818701 loss_bbox: 0.279087 loss_dfl: 0.184323 loss: 1.300946 eta: 1 day, 21:15:31 batch_cost: 1.9887 data_cost: 0.0011 ips: 24.1366 images/s [10/25 13:23:10] ppdet.engine INFO: Epoch: [164] [ 60/610] learning_rate: 0.127935 loss_vfl: 0.826501 loss_bbox: 0.274371 loss_dfl: 0.185112 loss: 1.288846 eta: 1 day, 21:14:52 batch_cost: 1.9709 data_cost: 0.0011 ips: 24.3543 images/s [10/25 13:23:54] ppdet.engine INFO: Epoch: [164] [ 80/610] learning_rate: 0.127884 loss_vfl: 0.818958 loss_bbox: 0.277965 loss_dfl: 0.182425 loss: 1.295474 eta: 1 day, 21:14:13 batch_cost: 2.0230 data_cost: 0.0011 ips: 23.7270 images/s [10/25 13:24:39] ppdet.engine INFO: Epoch: [164] [100/610] learning_rate: 0.127833 loss_vfl: 0.841519 loss_bbox: 0.284152 loss_dfl: 0.187372 loss: 1.293667 eta: 1 day, 21:13:35 batch_cost: 2.0081 data_cost: 0.0011 ips: 23.9037 images/s [10/25 13:25:23] ppdet.engine INFO: Epoch: [164] [120/610] learning_rate: 0.127782 loss_vfl: 0.807338 loss_bbox: 0.285201 loss_dfl: 0.191115 loss: 1.285213 eta: 1 day, 21:12:56 batch_cost: 2.0284 data_cost: 0.0011 ips: 23.6643 images/s [10/25 13:26:07] ppdet.engine INFO: Epoch: [164] [140/610] learning_rate: 0.127731 loss_vfl: 0.829115 loss_bbox: 0.275441 loss_dfl: 0.181210 loss: 1.283208 eta: 1 day, 21:12:17 batch_cost: 1.9692 data_cost: 0.0011 ips: 24.3759 images/s [10/25 13:26:49] ppdet.engine INFO: Epoch: [164] [160/610] learning_rate: 0.127680 loss_vfl: 0.819367 loss_bbox: 0.283105 loss_dfl: 0.184628 loss: 1.280663 eta: 1 day, 21:11:37 batch_cost: 1.9311 data_cost: 0.0011 ips: 24.8559 images/s [10/25 13:27:34] ppdet.engine INFO: Epoch: [164] [180/610] learning_rate: 0.127629 loss_vfl: 0.833774 loss_bbox: 0.280632 loss_dfl: 0.184117 loss: 1.287889 eta: 1 day, 21:10:59 batch_cost: 2.0354 data_cost: 0.0011 ips: 23.5829 images/s [10/25 13:28:18] ppdet.engine INFO: Epoch: [164] [200/610] learning_rate: 0.127578 loss_vfl: 0.853801 loss_bbox: 0.261660 loss_dfl: 0.175143 loss: 1.281162 eta: 1 day, 21:10:20 batch_cost: 1.9873 data_cost: 0.0011 ips: 24.1538 images/s [10/25 13:29:01] ppdet.engine INFO: Epoch: [164] [220/610] learning_rate: 0.127527 loss_vfl: 0.840450 loss_bbox: 0.293697 loss_dfl: 0.186244 loss: 1.333536 eta: 1 day, 21:09:40 batch_cost: 1.9375 data_cost: 0.0011 ips: 24.7747 images/s [10/25 13:29:44] ppdet.engine INFO: Epoch: [164] [240/610] learning_rate: 0.127476 loss_vfl: 0.825574 loss_bbox: 0.289646 loss_dfl: 0.187536 loss: 1.315917 eta: 1 day, 21:09:00 batch_cost: 1.9200 data_cost: 0.0011 ips: 25.0006 images/s [10/25 13:30:28] ppdet.engine INFO: Epoch: [164] [260/610] learning_rate: 0.127425 loss_vfl: 0.839689 loss_bbox: 0.273013 loss_dfl: 0.183578 loss: 1.288299 eta: 1 day, 21:08:21 batch_cost: 1.9601 data_cost: 0.0011 ips: 24.4885 images/s [10/25 13:31:12] ppdet.engine INFO: Epoch: [164] [280/610] learning_rate: 0.127375 loss_vfl: 0.825454 loss_bbox: 0.285041 loss_dfl: 0.186878 loss: 1.289553 eta: 1 day, 21:07:42 batch_cost: 1.9512 data_cost: 0.0010 ips: 24.5996 images/s [10/25 13:31:55] ppdet.engine INFO: Epoch: [164] [300/610] learning_rate: 0.127324 loss_vfl: 0.813666 loss_bbox: 0.300712 loss_dfl: 0.191401 loss: 1.293990 eta: 1 day, 21:07:02 batch_cost: 1.9428 data_cost: 0.0010 ips: 24.7064 images/s [10/25 13:32:37] ppdet.engine INFO: Epoch: [164] [320/610] learning_rate: 0.127273 loss_vfl: 0.821176 loss_bbox: 0.301405 loss_dfl: 0.195971 loss: 1.310816 eta: 1 day, 21:06:22 batch_cost: 1.9076 data_cost: 0.0011 ips: 25.1623 images/s [10/25 13:33:22] ppdet.engine INFO: Epoch: [164] [340/610] learning_rate: 0.127222 loss_vfl: 0.812685 loss_bbox: 0.286942 loss_dfl: 0.187526 loss: 1.277910 eta: 1 day, 21:05:43 batch_cost: 2.0028 data_cost: 0.0011 ips: 23.9661 images/s [10/25 13:34:06] ppdet.engine INFO: Epoch: [164] [360/610] learning_rate: 0.127171 loss_vfl: 0.834389 loss_bbox: 0.290592 loss_dfl: 0.193507 loss: 1.320184 eta: 1 day, 21:05:04 batch_cost: 1.9972 data_cost: 0.0011 ips: 24.0333 images/s [10/25 13:34:50] ppdet.engine INFO: Epoch: [164] [380/610] learning_rate: 0.127120 loss_vfl: 0.810709 loss_bbox: 0.286143 loss_dfl: 0.190109 loss: 1.293163 eta: 1 day, 21:04:26 batch_cost: 2.0306 data_cost: 0.0010 ips: 23.6378 images/s [10/25 13:35:35] ppdet.engine INFO: Epoch: [164] [400/610] learning_rate: 0.127069 loss_vfl: 0.817235 loss_bbox: 0.286204 loss_dfl: 0.184076 loss: 1.298383 eta: 1 day, 21:03:47 batch_cost: 1.9883 data_cost: 0.0010 ips: 24.1417 images/s [10/25 13:36:18] ppdet.engine INFO: Epoch: [164] [420/610] learning_rate: 0.127018 loss_vfl: 0.830388 loss_bbox: 0.281018 loss_dfl: 0.191972 loss: 1.304139 eta: 1 day, 21:03:08 batch_cost: 1.9744 data_cost: 0.0011 ips: 24.3112 images/s [10/25 13:37:02] ppdet.engine INFO: Epoch: [164] [440/610] learning_rate: 0.126967 loss_vfl: 0.839804 loss_bbox: 0.290857 loss_dfl: 0.189212 loss: 1.320662 eta: 1 day, 21:02:28 batch_cost: 1.9497 data_cost: 0.0011 ips: 24.6195 images/s [10/25 13:37:46] ppdet.engine INFO: Epoch: [164] [460/610] learning_rate: 0.126916 loss_vfl: 0.826115 loss_bbox: 0.278856 loss_dfl: 0.183736 loss: 1.282035 eta: 1 day, 21:01:49 batch_cost: 1.9787 data_cost: 0.0029 ips: 24.2578 images/s [10/25 13:38:28] ppdet.engine INFO: Epoch: [164] [480/610] learning_rate: 0.126866 loss_vfl: 0.854197 loss_bbox: 0.305086 loss_dfl: 0.199960 loss: 1.355691 eta: 1 day, 21:01:10 batch_cost: 1.9539 data_cost: 0.0011 ips: 24.5665 images/s [10/25 13:39:13] ppdet.engine INFO: Epoch: [164] [500/610] learning_rate: 0.126815 loss_vfl: 0.830713 loss_bbox: 0.300216 loss_dfl: 0.195890 loss: 1.314349 eta: 1 day, 21:00:31 batch_cost: 2.0075 data_cost: 0.0011 ips: 23.9103 images/s [10/25 13:39:57] ppdet.engine INFO: Epoch: [164] [520/610] learning_rate: 0.126764 loss_vfl: 0.830370 loss_bbox: 0.289203 loss_dfl: 0.193624 loss: 1.318305 eta: 1 day, 20:59:52 batch_cost: 1.9602 data_cost: 0.0011 ips: 24.4876 images/s [10/25 13:40:40] ppdet.engine INFO: Epoch: [164] [540/610] learning_rate: 0.126713 loss_vfl: 0.821655 loss_bbox: 0.278764 loss_dfl: 0.193485 loss: 1.297597 eta: 1 day, 20:59:13 batch_cost: 1.9678 data_cost: 0.0011 ips: 24.3928 images/s [10/25 13:41:24] ppdet.engine INFO: Epoch: [164] [560/610] learning_rate: 0.126662 loss_vfl: 0.834490 loss_bbox: 0.285205 loss_dfl: 0.191361 loss: 1.309912 eta: 1 day, 20:58:33 batch_cost: 1.9714 data_cost: 0.0011 ips: 24.3483 images/s [10/25 13:42:07] ppdet.engine INFO: Epoch: [164] [580/610] learning_rate: 0.126611 loss_vfl: 0.831241 loss_bbox: 0.263844 loss_dfl: 0.184880 loss: 1.289934 eta: 1 day, 20:57:54 batch_cost: 1.9510 data_cost: 0.0011 ips: 24.6025 images/s [10/25 13:42:50] ppdet.engine INFO: Epoch: [164] [600/610] learning_rate: 0.126560 loss_vfl: 0.826270 loss_bbox: 0.296944 loss_dfl: 0.187495 loss: 1.313040 eta: 1 day, 20:57:14 batch_cost: 1.9131 data_cost: 0.0011 ips: 25.0901 images/s [10/25 13:43:22] ppdet.engine INFO: Epoch: [165] [ 0/610] learning_rate: 0.126535 loss_vfl: 0.810885 loss_bbox: 0.293875 loss_dfl: 0.188259 loss: 1.301439 eta: 1 day, 20:57:01 batch_cost: 2.2884 data_cost: 0.2931 ips: 20.9752 images/s [10/25 13:44:06] ppdet.engine INFO: Epoch: [165] [ 20/610] learning_rate: 0.126484 loss_vfl: 0.812112 loss_bbox: 0.294203 loss_dfl: 0.195267 loss: 1.312764 eta: 1 day, 20:56:22 batch_cost: 1.9884 data_cost: 0.0014 ips: 24.1405 images/s [10/25 13:44:50] ppdet.engine INFO: Epoch: [165] [ 40/610] learning_rate: 0.126433 loss_vfl: 0.837379 loss_bbox: 0.273723 loss_dfl: 0.187249 loss: 1.291196 eta: 1 day, 20:55:43 batch_cost: 1.9812 data_cost: 0.0016 ips: 24.2281 images/s [10/25 13:45:34] ppdet.engine INFO: Epoch: [165] [ 60/610] learning_rate: 0.126382 loss_vfl: 0.826497 loss_bbox: 0.298469 loss_dfl: 0.187966 loss: 1.312874 eta: 1 day, 20:55:04 batch_cost: 2.0231 data_cost: 0.0013 ips: 23.7261 images/s [10/25 13:46:18] ppdet.engine INFO: Epoch: [165] [ 80/610] learning_rate: 0.126331 loss_vfl: 0.821222 loss_bbox: 0.293789 loss_dfl: 0.192900 loss: 1.316152 eta: 1 day, 20:54:25 batch_cost: 1.9992 data_cost: 0.0014 ips: 24.0093 images/s [10/25 13:47:02] ppdet.engine INFO: Epoch: [165] [100/610] learning_rate: 0.126281 loss_vfl: 0.819966 loss_bbox: 0.291004 loss_dfl: 0.195565 loss: 1.298465 eta: 1 day, 20:53:46 batch_cost: 1.9523 data_cost: 0.0015 ips: 24.5861 images/s [10/25 13:47:47] ppdet.engine INFO: Epoch: [165] [120/610] learning_rate: 0.126230 loss_vfl: 0.836716 loss_bbox: 0.275487 loss_dfl: 0.181728 loss: 1.285993 eta: 1 day, 20:53:07 batch_cost: 1.9817 data_cost: 0.0014 ips: 24.2217 images/s [10/25 13:48:30] ppdet.engine INFO: Epoch: [165] [140/610] learning_rate: 0.126179 loss_vfl: 0.832213 loss_bbox: 0.267764 loss_dfl: 0.177925 loss: 1.294319 eta: 1 day, 20:52:28 batch_cost: 1.9782 data_cost: 0.0012 ips: 24.2646 images/s [10/25 13:49:15] ppdet.engine INFO: Epoch: [165] [160/610] learning_rate: 0.126128 loss_vfl: 0.828895 loss_bbox: 0.289117 loss_dfl: 0.192680 loss: 1.288162 eta: 1 day, 20:51:49 batch_cost: 1.9975 data_cost: 0.0051 ips: 24.0299 images/s [10/25 13:49:59] ppdet.engine INFO: Epoch: [165] [180/610] learning_rate: 0.126077 loss_vfl: 0.823908 loss_bbox: 0.287996 loss_dfl: 0.196845 loss: 1.297763 eta: 1 day, 20:51:10 batch_cost: 1.9702 data_cost: 0.0011 ips: 24.3636 images/s [10/25 13:50:42] ppdet.engine INFO: Epoch: [165] [200/610] learning_rate: 0.126026 loss_vfl: 0.836201 loss_bbox: 0.268423 loss_dfl: 0.187333 loss: 1.290687 eta: 1 day, 20:50:30 batch_cost: 1.9361 data_cost: 0.0011 ips: 24.7917 images/s [10/25 13:51:25] ppdet.engine INFO: Epoch: [165] [220/610] learning_rate: 0.125975 loss_vfl: 0.833550 loss_bbox: 0.283864 loss_dfl: 0.186043 loss: 1.300840 eta: 1 day, 20:49:51 batch_cost: 1.9611 data_cost: 0.0012 ips: 24.4762 images/s [10/25 13:52:08] ppdet.engine INFO: Epoch: [165] [240/610] learning_rate: 0.125925 loss_vfl: 0.811144 loss_bbox: 0.282449 loss_dfl: 0.182530 loss: 1.278094 eta: 1 day, 20:49:11 batch_cost: 1.9121 data_cost: 0.0011 ips: 25.1032 images/s [10/25 13:52:52] ppdet.engine INFO: Epoch: [165] [260/610] learning_rate: 0.125874 loss_vfl: 0.841672 loss_bbox: 0.290165 loss_dfl: 0.190334 loss: 1.310214 eta: 1 day, 20:48:32 batch_cost: 1.9900 data_cost: 0.0011 ips: 24.1204 images/s [10/25 13:53:36] ppdet.engine INFO: Epoch: [165] [280/610] learning_rate: 0.125823 loss_vfl: 0.835251 loss_bbox: 0.276622 loss_dfl: 0.181725 loss: 1.276379 eta: 1 day, 20:47:52 batch_cost: 1.9704 data_cost: 0.0043 ips: 24.3601 images/s [10/25 13:54:20] ppdet.engine INFO: Epoch: [165] [300/610] learning_rate: 0.125772 loss_vfl: 0.824533 loss_bbox: 0.277330 loss_dfl: 0.187047 loss: 1.299555 eta: 1 day, 20:47:14 batch_cost: 2.0202 data_cost: 0.0011 ips: 23.7602 images/s [10/25 13:55:04] ppdet.engine INFO: Epoch: [165] [320/610] learning_rate: 0.125721 loss_vfl: 0.836867 loss_bbox: 0.278697 loss_dfl: 0.183517 loss: 1.307644 eta: 1 day, 20:46:35 batch_cost: 1.9883 data_cost: 0.0010 ips: 24.1409 images/s [10/25 13:55:48] ppdet.engine INFO: Epoch: [165] [340/610] learning_rate: 0.125670 loss_vfl: 0.840690 loss_bbox: 0.265731 loss_dfl: 0.176670 loss: 1.283303 eta: 1 day, 20:45:56 batch_cost: 1.9850 data_cost: 0.0010 ips: 24.1811 images/s [10/25 13:56:31] ppdet.engine INFO: Epoch: [165] [360/610] learning_rate: 0.125620 loss_vfl: 0.828387 loss_bbox: 0.261866 loss_dfl: 0.175243 loss: 1.263609 eta: 1 day, 20:45:17 batch_cost: 1.9672 data_cost: 0.0011 ips: 24.4002 images/s [10/25 13:57:16] ppdet.engine INFO: Epoch: [165] [380/610] learning_rate: 0.125569 loss_vfl: 0.819434 loss_bbox: 0.312833 loss_dfl: 0.195015 loss: 1.332023 eta: 1 day, 20:44:38 batch_cost: 1.9724 data_cost: 0.0011 ips: 24.3359 images/s [10/25 13:57:59] ppdet.engine INFO: Epoch: [165] [400/610] learning_rate: 0.125518 loss_vfl: 0.857672 loss_bbox: 0.281582 loss_dfl: 0.184768 loss: 1.333827 eta: 1 day, 20:43:58 batch_cost: 1.9543 data_cost: 0.0011 ips: 24.5615 images/s [10/25 13:58:44] ppdet.engine INFO: Epoch: [165] [420/610] learning_rate: 0.125467 loss_vfl: 0.839568 loss_bbox: 0.258887 loss_dfl: 0.176012 loss: 1.289749 eta: 1 day, 20:43:20 batch_cost: 2.0261 data_cost: 0.0011 ips: 23.6910 images/s [10/25 13:59:27] ppdet.engine INFO: Epoch: [165] [440/610] learning_rate: 0.125416 loss_vfl: 0.826569 loss_bbox: 0.297960 loss_dfl: 0.186755 loss: 1.314297 eta: 1 day, 20:42:41 batch_cost: 1.9885 data_cost: 0.0011 ips: 24.1384 images/s [10/25 14:00:11] ppdet.engine INFO: Epoch: [165] [460/610] learning_rate: 0.125366 loss_vfl: 0.835444 loss_bbox: 0.287067 loss_dfl: 0.186434 loss: 1.310022 eta: 1 day, 20:42:01 batch_cost: 1.9440 data_cost: 0.0011 ips: 24.6908 images/s [10/25 14:00:55] ppdet.engine INFO: Epoch: [165] [480/610] learning_rate: 0.125315 loss_vfl: 0.833750 loss_bbox: 0.282270 loss_dfl: 0.185868 loss: 1.319265 eta: 1 day, 20:41:22 batch_cost: 1.9732 data_cost: 0.0012 ips: 24.3262 images/s [10/25 14:01:38] ppdet.engine INFO: Epoch: [165] [500/610] learning_rate: 0.125264 loss_vfl: 0.827617 loss_bbox: 0.295806 loss_dfl: 0.185331 loss: 1.319098 eta: 1 day, 20:40:43 batch_cost: 1.9494 data_cost: 0.0011 ips: 24.6226 images/s [10/25 14:02:22] ppdet.engine INFO: Epoch: [165] [520/610] learning_rate: 0.125213 loss_vfl: 0.831323 loss_bbox: 0.287263 loss_dfl: 0.183029 loss: 1.285254 eta: 1 day, 20:40:04 batch_cost: 1.9873 data_cost: 0.0011 ips: 24.1537 images/s [10/25 14:03:06] ppdet.engine INFO: Epoch: [165] [540/610] learning_rate: 0.125162 loss_vfl: 0.808969 loss_bbox: 0.295098 loss_dfl: 0.196966 loss: 1.311250 eta: 1 day, 20:39:25 batch_cost: 1.9914 data_cost: 0.0011 ips: 24.1041 images/s [10/25 14:03:49] ppdet.engine INFO: Epoch: [165] [560/610] learning_rate: 0.125112 loss_vfl: 0.826928 loss_bbox: 0.293613 loss_dfl: 0.188904 loss: 1.321582 eta: 1 day, 20:38:45 batch_cost: 1.9629 data_cost: 0.0011 ips: 24.4536 images/s [10/25 14:04:33] ppdet.engine INFO: Epoch: [165] [580/610] learning_rate: 0.125061 loss_vfl: 0.845581 loss_bbox: 0.291647 loss_dfl: 0.185680 loss: 1.336513 eta: 1 day, 20:38:07 batch_cost: 2.0251 data_cost: 0.0010 ips: 23.7028 images/s [10/25 14:05:16] ppdet.engine INFO: Epoch: [165] [600/610] learning_rate: 0.125010 loss_vfl: 0.839769 loss_bbox: 0.284844 loss_dfl: 0.185128 loss: 1.326179 eta: 1 day, 20:37:27 batch_cost: 1.8964 data_cost: 0.0011 ips: 25.3112 images/s [10/25 14:05:48] ppdet.engine INFO: Epoch: [166] [ 0/610] learning_rate: 0.124985 loss_vfl: 0.833092 loss_bbox: 0.296561 loss_dfl: 0.194213 loss: 1.315455 eta: 1 day, 20:37:14 batch_cost: 2.2955 data_cost: 0.2754 ips: 20.9104 images/s [10/25 14:06:32] ppdet.engine INFO: Epoch: [166] [ 20/610] learning_rate: 0.124934 loss_vfl: 0.830598 loss_bbox: 0.263273 loss_dfl: 0.178047 loss: 1.263504 eta: 1 day, 20:36:35 batch_cost: 1.9954 data_cost: 0.0012 ips: 24.0557 images/s [10/25 14:07:16] ppdet.engine INFO: Epoch: [166] [ 40/610] learning_rate: 0.124883 loss_vfl: 0.821179 loss_bbox: 0.270094 loss_dfl: 0.183444 loss: 1.265669 eta: 1 day, 20:35:56 batch_cost: 1.9954 data_cost: 0.0011 ips: 24.0549 images/s [10/25 14:08:00] ppdet.engine INFO: Epoch: [166] [ 60/610] learning_rate: 0.124832 loss_vfl: 0.827078 loss_bbox: 0.255868 loss_dfl: 0.176679 loss: 1.282372 eta: 1 day, 20:35:17 batch_cost: 1.9977 data_cost: 0.0011 ips: 24.0282 images/s [10/25 14:08:44] ppdet.engine INFO: Epoch: [166] [ 80/610] learning_rate: 0.124782 loss_vfl: 0.822131 loss_bbox: 0.289659 loss_dfl: 0.189703 loss: 1.297892 eta: 1 day, 20:34:39 batch_cost: 2.0024 data_cost: 0.0011 ips: 23.9713 images/s [10/25 14:09:29] ppdet.engine INFO: Epoch: [166] [100/610] learning_rate: 0.124731 loss_vfl: 0.807275 loss_bbox: 0.283855 loss_dfl: 0.184127 loss: 1.277413 eta: 1 day, 20:34:00 batch_cost: 2.0221 data_cost: 0.0011 ips: 23.7374 images/s [10/25 14:10:13] ppdet.engine INFO: Epoch: [166] [120/610] learning_rate: 0.124680 loss_vfl: 0.828464 loss_bbox: 0.279902 loss_dfl: 0.183583 loss: 1.318625 eta: 1 day, 20:33:21 batch_cost: 1.9983 data_cost: 0.0011 ips: 24.0200 images/s [10/25 14:10:56] ppdet.engine INFO: Epoch: [166] [140/610] learning_rate: 0.124629 loss_vfl: 0.827757 loss_bbox: 0.294446 loss_dfl: 0.189265 loss: 1.301039 eta: 1 day, 20:32:42 batch_cost: 1.9800 data_cost: 0.0011 ips: 24.2428 images/s [10/25 14:11:40] ppdet.engine INFO: Epoch: [166] [160/610] learning_rate: 0.124579 loss_vfl: 0.822375 loss_bbox: 0.269381 loss_dfl: 0.182481 loss: 1.281940 eta: 1 day, 20:32:04 batch_cost: 1.9966 data_cost: 0.0016 ips: 24.0406 images/s [10/25 14:12:24] ppdet.engine INFO: Epoch: [166] [180/610] learning_rate: 0.124528 loss_vfl: 0.810605 loss_bbox: 0.284677 loss_dfl: 0.183255 loss: 1.289852 eta: 1 day, 20:31:24 batch_cost: 1.9397 data_cost: 0.0010 ips: 24.7467 images/s [10/25 14:13:07] ppdet.engine INFO: Epoch: [166] [200/610] learning_rate: 0.124477 loss_vfl: 0.821707 loss_bbox: 0.282127 loss_dfl: 0.181484 loss: 1.287092 eta: 1 day, 20:30:44 batch_cost: 1.9424 data_cost: 0.0011 ips: 24.7123 images/s [10/25 14:13:51] ppdet.engine INFO: Epoch: [166] [220/610] learning_rate: 0.124426 loss_vfl: 0.817019 loss_bbox: 0.278209 loss_dfl: 0.185095 loss: 1.272696 eta: 1 day, 20:30:06 batch_cost: 2.0076 data_cost: 0.0011 ips: 23.9089 images/s [10/25 14:14:35] ppdet.engine INFO: Epoch: [166] [240/610] learning_rate: 0.124376 loss_vfl: 0.823268 loss_bbox: 0.276859 loss_dfl: 0.185708 loss: 1.299690 eta: 1 day, 20:29:27 batch_cost: 2.0299 data_cost: 0.0011 ips: 23.6465 images/s [10/25 14:15:19] ppdet.engine INFO: Epoch: [166] [260/610] learning_rate: 0.124325 loss_vfl: 0.832220 loss_bbox: 0.283945 loss_dfl: 0.184746 loss: 1.303065 eta: 1 day, 20:28:48 batch_cost: 1.9767 data_cost: 0.0011 ips: 24.2827 images/s [10/25 14:16:03] ppdet.engine INFO: Epoch: [166] [280/610] learning_rate: 0.124274 loss_vfl: 0.825616 loss_bbox: 0.275559 loss_dfl: 0.185221 loss: 1.300861 eta: 1 day, 20:28:09 batch_cost: 1.9736 data_cost: 0.0011 ips: 24.3212 images/s [10/25 14:16:46] ppdet.engine INFO: Epoch: [166] [300/610] learning_rate: 0.124223 loss_vfl: 0.823727 loss_bbox: 0.285253 loss_dfl: 0.191461 loss: 1.322687 eta: 1 day, 20:27:30 batch_cost: 1.9597 data_cost: 0.0011 ips: 24.4937 images/s [10/25 14:17:30] ppdet.engine INFO: Epoch: [166] [320/610] learning_rate: 0.124173 loss_vfl: 0.836616 loss_bbox: 0.266708 loss_dfl: 0.182548 loss: 1.293175 eta: 1 day, 20:26:51 batch_cost: 1.9873 data_cost: 0.0011 ips: 24.1538 images/s [10/25 14:18:13] ppdet.engine INFO: Epoch: [166] [340/610] learning_rate: 0.124122 loss_vfl: 0.827578 loss_bbox: 0.267998 loss_dfl: 0.181973 loss: 1.281156 eta: 1 day, 20:26:11 batch_cost: 1.9448 data_cost: 0.0011 ips: 24.6817 images/s [10/25 14:18:57] ppdet.engine INFO: Epoch: [166] [360/610] learning_rate: 0.124071 loss_vfl: 0.836334 loss_bbox: 0.278817 loss_dfl: 0.176219 loss: 1.292348 eta: 1 day, 20:25:32 batch_cost: 1.9566 data_cost: 0.0011 ips: 24.5325 images/s [10/25 14:19:41] ppdet.engine INFO: Epoch: [166] [380/610] learning_rate: 0.124020 loss_vfl: 0.841630 loss_bbox: 0.291308 loss_dfl: 0.192947 loss: 1.322515 eta: 1 day, 20:24:53 batch_cost: 1.9940 data_cost: 0.0011 ips: 24.0721 images/s [10/25 14:20:25] ppdet.engine INFO: Epoch: [166] [400/610] learning_rate: 0.123970 loss_vfl: 0.832308 loss_bbox: 0.295098 loss_dfl: 0.193789 loss: 1.293424 eta: 1 day, 20:24:13 batch_cost: 1.9557 data_cost: 0.0011 ips: 24.5437 images/s [10/25 14:21:07] ppdet.engine INFO: Epoch: [166] [420/610] learning_rate: 0.123919 loss_vfl: 0.840222 loss_bbox: 0.286244 loss_dfl: 0.195797 loss: 1.346394 eta: 1 day, 20:23:34 batch_cost: 1.9513 data_cost: 0.0011 ips: 24.5987 images/s [10/25 14:21:50] ppdet.engine INFO: Epoch: [166] [440/610] learning_rate: 0.123868 loss_vfl: 0.823316 loss_bbox: 0.271020 loss_dfl: 0.187919 loss: 1.301194 eta: 1 day, 20:22:54 batch_cost: 1.9040 data_cost: 0.0010 ips: 25.2098 images/s [10/25 14:22:32] ppdet.engine INFO: Epoch: [166] [460/610] learning_rate: 0.123818 loss_vfl: 0.830868 loss_bbox: 0.292225 loss_dfl: 0.191259 loss: 1.324845 eta: 1 day, 20:22:14 batch_cost: 1.9288 data_cost: 0.0010 ips: 24.8860 images/s [10/25 14:23:16] ppdet.engine INFO: Epoch: [166] [480/610] learning_rate: 0.123767 loss_vfl: 0.840699 loss_bbox: 0.280576 loss_dfl: 0.185103 loss: 1.304015 eta: 1 day, 20:21:34 batch_cost: 1.9665 data_cost: 0.0011 ips: 24.4092 images/s [10/25 14:23:59] ppdet.engine INFO: Epoch: [166] [500/610] learning_rate: 0.123716 loss_vfl: 0.832492 loss_bbox: 0.302488 loss_dfl: 0.190019 loss: 1.312717 eta: 1 day, 20:20:55 batch_cost: 1.9378 data_cost: 0.0011 ips: 24.7708 images/s [10/25 14:24:43] ppdet.engine INFO: Epoch: [166] [520/610] learning_rate: 0.123665 loss_vfl: 0.839951 loss_bbox: 0.313417 loss_dfl: 0.195895 loss: 1.349338 eta: 1 day, 20:20:16 batch_cost: 1.9857 data_cost: 0.0011 ips: 24.1730 images/s [10/25 14:25:27] ppdet.engine INFO: Epoch: [166] [540/610] learning_rate: 0.123615 loss_vfl: 0.829045 loss_bbox: 0.300531 loss_dfl: 0.190392 loss: 1.329710 eta: 1 day, 20:19:36 batch_cost: 1.9674 data_cost: 0.0011 ips: 24.3977 images/s [10/25 14:26:10] ppdet.engine INFO: Epoch: [166] [560/610] learning_rate: 0.123564 loss_vfl: 0.818207 loss_bbox: 0.274298 loss_dfl: 0.187747 loss: 1.298612 eta: 1 day, 20:18:56 batch_cost: 1.9024 data_cost: 0.0011 ips: 25.2317 images/s [10/25 14:26:54] ppdet.engine INFO: Epoch: [166] [580/610] learning_rate: 0.123513 loss_vfl: 0.829564 loss_bbox: 0.298493 loss_dfl: 0.200874 loss: 1.319289 eta: 1 day, 20:18:18 batch_cost: 2.0140 data_cost: 0.0011 ips: 23.8329 images/s [10/25 14:27:37] ppdet.engine INFO: Epoch: [166] [600/610] learning_rate: 0.123463 loss_vfl: 0.823754 loss_bbox: 0.272833 loss_dfl: 0.182905 loss: 1.280476 eta: 1 day, 20:17:37 batch_cost: 1.9049 data_cost: 0.0013 ips: 25.1988 images/s [10/25 14:28:09] ppdet.engine INFO: Epoch: [167] [ 0/610] learning_rate: 0.123437 loss_vfl: 0.826525 loss_bbox: 0.270350 loss_dfl: 0.182921 loss: 1.292278 eta: 1 day, 20:17:25 batch_cost: 2.3611 data_cost: 0.1165 ips: 20.3293 images/s [10/25 14:28:55] ppdet.engine INFO: Epoch: [167] [ 20/610] learning_rate: 0.123387 loss_vfl: 0.801427 loss_bbox: 0.276863 loss_dfl: 0.181726 loss: 1.271639 eta: 1 day, 20:16:47 batch_cost: 2.0553 data_cost: 0.0012 ips: 23.3547 images/s [10/25 14:29:38] ppdet.engine INFO: Epoch: [167] [ 40/610] learning_rate: 0.123336 loss_vfl: 0.803901 loss_bbox: 0.294540 loss_dfl: 0.188706 loss: 1.289783 eta: 1 day, 20:16:07 batch_cost: 1.9141 data_cost: 0.0012 ips: 25.0772 images/s [10/25 14:30:22] ppdet.engine INFO: Epoch: [167] [ 60/610] learning_rate: 0.123285 loss_vfl: 0.805006 loss_bbox: 0.278707 loss_dfl: 0.183138 loss: 1.268166 eta: 1 day, 20:15:28 batch_cost: 1.9799 data_cost: 0.0012 ips: 24.2441 images/s [10/25 14:31:06] ppdet.engine INFO: Epoch: [167] [ 80/610] learning_rate: 0.123235 loss_vfl: 0.834376 loss_bbox: 0.284287 loss_dfl: 0.184566 loss: 1.303701 eta: 1 day, 20:14:48 batch_cost: 1.9657 data_cost: 0.0011 ips: 24.4183 images/s [10/25 14:31:50] ppdet.engine INFO: Epoch: [167] [100/610] learning_rate: 0.123184 loss_vfl: 0.830360 loss_bbox: 0.267645 loss_dfl: 0.179626 loss: 1.314782 eta: 1 day, 20:14:10 batch_cost: 2.0288 data_cost: 0.0011 ips: 23.6590 images/s [10/25 14:32:34] ppdet.engine INFO: Epoch: [167] [120/610] learning_rate: 0.123133 loss_vfl: 0.830764 loss_bbox: 0.288376 loss_dfl: 0.185755 loss: 1.294685 eta: 1 day, 20:13:31 batch_cost: 1.9702 data_cost: 0.0011 ips: 24.3629 images/s [10/25 14:33:17] ppdet.engine INFO: Epoch: [167] [140/610] learning_rate: 0.123083 loss_vfl: 0.822428 loss_bbox: 0.298973 loss_dfl: 0.184136 loss: 1.310813 eta: 1 day, 20:12:50 batch_cost: 1.8894 data_cost: 0.0011 ips: 25.4051 images/s [10/25 14:34:01] ppdet.engine INFO: Epoch: [167] [160/610] learning_rate: 0.123032 loss_vfl: 0.812268 loss_bbox: 0.305532 loss_dfl: 0.194309 loss: 1.305721 eta: 1 day, 20:12:12 batch_cost: 2.0454 data_cost: 0.0011 ips: 23.4672 images/s [10/25 14:34:45] ppdet.engine INFO: Epoch: [167] [180/610] learning_rate: 0.122981 loss_vfl: 0.833893 loss_bbox: 0.262024 loss_dfl: 0.176714 loss: 1.269858 eta: 1 day, 20:11:33 batch_cost: 1.9961 data_cost: 0.0011 ips: 24.0471 images/s [10/25 14:35:28] ppdet.engine INFO: Epoch: [167] [200/610] learning_rate: 0.122931 loss_vfl: 0.819677 loss_bbox: 0.291696 loss_dfl: 0.189710 loss: 1.303637 eta: 1 day, 20:10:54 batch_cost: 1.9387 data_cost: 0.0011 ips: 24.7585 images/s [10/25 14:36:12] ppdet.engine INFO: Epoch: [167] [220/610] learning_rate: 0.122880 loss_vfl: 0.824715 loss_bbox: 0.302103 loss_dfl: 0.182291 loss: 1.306106 eta: 1 day, 20:10:14 batch_cost: 1.9702 data_cost: 0.0011 ips: 24.3635 images/s [10/25 14:36:54] ppdet.engine INFO: Epoch: [167] [240/610] learning_rate: 0.122829 loss_vfl: 0.820994 loss_bbox: 0.260364 loss_dfl: 0.180138 loss: 1.271431 eta: 1 day, 20:09:35 batch_cost: 1.9298 data_cost: 0.0011 ips: 24.8730 images/s [10/25 14:37:37] ppdet.engine INFO: Epoch: [167] [260/610] learning_rate: 0.122779 loss_vfl: 0.822397 loss_bbox: 0.281639 loss_dfl: 0.185192 loss: 1.293555 eta: 1 day, 20:08:55 batch_cost: 1.9379 data_cost: 0.0010 ips: 24.7696 images/s [10/25 14:38:21] ppdet.engine INFO: Epoch: [167] [280/610] learning_rate: 0.122728 loss_vfl: 0.829637 loss_bbox: 0.283361 loss_dfl: 0.192398 loss: 1.322642 eta: 1 day, 20:08:16 batch_cost: 1.9777 data_cost: 0.0011 ips: 24.2704 images/s [10/25 14:39:05] ppdet.engine INFO: Epoch: [167] [300/610] learning_rate: 0.122677 loss_vfl: 0.847436 loss_bbox: 0.276765 loss_dfl: 0.193202 loss: 1.309375 eta: 1 day, 20:07:37 batch_cost: 2.0134 data_cost: 0.0046 ips: 23.8408 images/s [10/25 14:39:49] ppdet.engine INFO: Epoch: [167] [320/610] learning_rate: 0.122627 loss_vfl: 0.833963 loss_bbox: 0.287484 loss_dfl: 0.185680 loss: 1.317164 eta: 1 day, 20:06:58 batch_cost: 1.9907 data_cost: 0.0010 ips: 24.1127 images/s [10/25 14:40:31] ppdet.engine INFO: Epoch: [167] [340/610] learning_rate: 0.122576 loss_vfl: 0.831318 loss_bbox: 0.287882 loss_dfl: 0.202263 loss: 1.318609 eta: 1 day, 20:06:18 batch_cost: 1.9103 data_cost: 0.0010 ips: 25.1265 images/s [10/25 14:41:15] ppdet.engine INFO: Epoch: [167] [360/610] learning_rate: 0.122525 loss_vfl: 0.821322 loss_bbox: 0.286781 loss_dfl: 0.190636 loss: 1.310626 eta: 1 day, 20:05:39 batch_cost: 1.9711 data_cost: 0.0010 ips: 24.3523 images/s [10/25 14:41:58] ppdet.engine INFO: Epoch: [167] [380/610] learning_rate: 0.122475 loss_vfl: 0.826155 loss_bbox: 0.271488 loss_dfl: 0.184576 loss: 1.290920 eta: 1 day, 20:04:59 batch_cost: 1.9362 data_cost: 0.0015 ips: 24.7909 images/s [10/25 14:42:42] ppdet.engine INFO: Epoch: [167] [400/610] learning_rate: 0.122424 loss_vfl: 0.852159 loss_bbox: 0.289718 loss_dfl: 0.187885 loss: 1.316288 eta: 1 day, 20:04:20 batch_cost: 1.9827 data_cost: 0.0011 ips: 24.2093 images/s [10/25 14:43:24] ppdet.engine INFO: Epoch: [167] [420/610] learning_rate: 0.122374 loss_vfl: 0.828367 loss_bbox: 0.294047 loss_dfl: 0.187127 loss: 1.320237 eta: 1 day, 20:03:40 batch_cost: 1.9004 data_cost: 0.0011 ips: 25.2580 images/s [10/25 14:44:08] ppdet.engine INFO: Epoch: [167] [440/610] learning_rate: 0.122323 loss_vfl: 0.839183 loss_bbox: 0.280687 loss_dfl: 0.184656 loss: 1.284205 eta: 1 day, 20:03:01 batch_cost: 1.9831 data_cost: 0.0011 ips: 24.2041 images/s [10/25 14:44:51] ppdet.engine INFO: Epoch: [167] [460/610] learning_rate: 0.122272 loss_vfl: 0.835501 loss_bbox: 0.272178 loss_dfl: 0.181879 loss: 1.299696 eta: 1 day, 20:02:21 batch_cost: 1.9213 data_cost: 0.0011 ips: 24.9835 images/s [10/25 14:45:35] ppdet.engine INFO: Epoch: [167] [480/610] learning_rate: 0.122222 loss_vfl: 0.830582 loss_bbox: 0.295373 loss_dfl: 0.192382 loss: 1.322834 eta: 1 day, 20:01:42 batch_cost: 1.9769 data_cost: 0.0010 ips: 24.2810 images/s [10/25 14:46:17] ppdet.engine INFO: Epoch: [167] [500/610] learning_rate: 0.122171 loss_vfl: 0.840063 loss_bbox: 0.296337 loss_dfl: 0.197271 loss: 1.323560 eta: 1 day, 20:01:02 batch_cost: 1.9339 data_cost: 0.0011 ips: 24.8203 images/s [10/25 14:47:02] ppdet.engine INFO: Epoch: [167] [520/610] learning_rate: 0.122120 loss_vfl: 0.842047 loss_bbox: 0.278481 loss_dfl: 0.184140 loss: 1.296814 eta: 1 day, 20:00:24 batch_cost: 2.0363 data_cost: 0.0011 ips: 23.5725 images/s [10/25 14:47:46] ppdet.engine INFO: Epoch: [167] [540/610] learning_rate: 0.122070 loss_vfl: 0.815687 loss_bbox: 0.282393 loss_dfl: 0.185480 loss: 1.302814 eta: 1 day, 19:59:45 batch_cost: 2.0130 data_cost: 0.0011 ips: 23.8454 images/s [10/25 14:48:29] ppdet.engine INFO: Epoch: [167] [560/610] learning_rate: 0.122019 loss_vfl: 0.843788 loss_bbox: 0.297439 loss_dfl: 0.191419 loss: 1.326697 eta: 1 day, 19:59:05 batch_cost: 1.9149 data_cost: 0.0010 ips: 25.0667 images/s [10/25 14:49:12] ppdet.engine INFO: Epoch: [167] [580/610] learning_rate: 0.121969 loss_vfl: 0.816642 loss_bbox: 0.304403 loss_dfl: 0.189839 loss: 1.304433 eta: 1 day, 19:58:26 batch_cost: 1.9627 data_cost: 0.0011 ips: 24.4558 images/s [10/25 14:49:54] ppdet.engine INFO: Epoch: [167] [600/610] learning_rate: 0.121918 loss_vfl: 0.835622 loss_bbox: 0.294292 loss_dfl: 0.191511 loss: 1.315788 eta: 1 day, 19:57:45 batch_cost: 1.9139 data_cost: 0.0011 ips: 25.0796 images/s [10/25 14:50:26] ppdet.engine INFO: Epoch: [168] [ 0/610] learning_rate: 0.121893 loss_vfl: 0.834342 loss_bbox: 0.272942 loss_dfl: 0.188169 loss: 1.301043 eta: 1 day, 19:57:32 batch_cost: 2.3149 data_cost: 0.2754 ips: 20.7350 images/s [10/25 14:51:11] ppdet.engine INFO: Epoch: [168] [ 20/610] learning_rate: 0.121842 loss_vfl: 0.827514 loss_bbox: 0.275180 loss_dfl: 0.182016 loss: 1.272240 eta: 1 day, 19:56:54 batch_cost: 2.0139 data_cost: 0.0012 ips: 23.8345 images/s [10/25 14:51:57] ppdet.engine INFO: Epoch: [168] [ 40/610] learning_rate: 0.121792 loss_vfl: 0.832175 loss_bbox: 0.288112 loss_dfl: 0.196125 loss: 1.322732 eta: 1 day, 19:56:16 batch_cost: 2.0600 data_cost: 0.0011 ips: 23.3015 images/s [10/25 14:52:41] ppdet.engine INFO: Epoch: [168] [ 60/610] learning_rate: 0.121741 loss_vfl: 0.826175 loss_bbox: 0.298170 loss_dfl: 0.190379 loss: 1.308331 eta: 1 day, 19:55:37 batch_cost: 1.9871 data_cost: 0.0011 ips: 24.1559 images/s [10/25 14:53:25] ppdet.engine INFO: Epoch: [168] [ 80/610] learning_rate: 0.121690 loss_vfl: 0.832801 loss_bbox: 0.280480 loss_dfl: 0.185616 loss: 1.301181 eta: 1 day, 19:54:58 batch_cost: 1.9682 data_cost: 0.0012 ips: 24.3882 images/s [10/25 14:54:09] ppdet.engine INFO: Epoch: [168] [100/610] learning_rate: 0.121640 loss_vfl: 0.814332 loss_bbox: 0.287633 loss_dfl: 0.188439 loss: 1.291141 eta: 1 day, 19:54:19 batch_cost: 2.0064 data_cost: 0.0011 ips: 23.9234 images/s [10/25 14:54:52] ppdet.engine INFO: Epoch: [168] [120/610] learning_rate: 0.121589 loss_vfl: 0.829903 loss_bbox: 0.283904 loss_dfl: 0.193782 loss: 1.296977 eta: 1 day, 19:53:39 batch_cost: 1.9211 data_cost: 0.0011 ips: 24.9853 images/s [10/25 14:55:36] ppdet.engine INFO: Epoch: [168] [140/610] learning_rate: 0.121539 loss_vfl: 0.838907 loss_bbox: 0.283455 loss_dfl: 0.195649 loss: 1.297166 eta: 1 day, 19:52:59 batch_cost: 1.9329 data_cost: 0.0011 ips: 24.8334 images/s [10/25 14:56:18] ppdet.engine INFO: Epoch: [168] [160/610] learning_rate: 0.121488 loss_vfl: 0.821737 loss_bbox: 0.287420 loss_dfl: 0.187870 loss: 1.311798 eta: 1 day, 19:52:19 batch_cost: 1.9307 data_cost: 0.0011 ips: 24.8617 images/s [10/25 14:57:02] ppdet.engine INFO: Epoch: [168] [180/610] learning_rate: 0.121438 loss_vfl: 0.836164 loss_bbox: 0.294350 loss_dfl: 0.184231 loss: 1.309815 eta: 1 day, 19:51:40 batch_cost: 1.9599 data_cost: 0.0011 ips: 24.4907 images/s [10/25 14:57:46] ppdet.engine INFO: Epoch: [168] [200/610] learning_rate: 0.121387 loss_vfl: 0.826035 loss_bbox: 0.306081 loss_dfl: 0.199041 loss: 1.332001 eta: 1 day, 19:51:01 batch_cost: 2.0217 data_cost: 0.0010 ips: 23.7423 images/s [10/25 14:58:28] ppdet.engine INFO: Epoch: [168] [220/610] learning_rate: 0.121337 loss_vfl: 0.807975 loss_bbox: 0.305395 loss_dfl: 0.192040 loss: 1.318837 eta: 1 day, 19:50:21 batch_cost: 1.9075 data_cost: 0.0010 ips: 25.1640 images/s [10/25 14:59:11] ppdet.engine INFO: Epoch: [168] [240/610] learning_rate: 0.121286 loss_vfl: 0.794161 loss_bbox: 0.288822 loss_dfl: 0.192670 loss: 1.270573 eta: 1 day, 19:49:41 batch_cost: 1.9260 data_cost: 0.0011 ips: 24.9224 images/s [10/25 14:59:54] ppdet.engine INFO: Epoch: [168] [260/610] learning_rate: 0.121235 loss_vfl: 0.838412 loss_bbox: 0.275069 loss_dfl: 0.185475 loss: 1.288968 eta: 1 day, 19:49:02 batch_cost: 1.9488 data_cost: 0.0011 ips: 24.6311 images/s [10/25 15:00:39] ppdet.engine INFO: Epoch: [168] [280/610] learning_rate: 0.121185 loss_vfl: 0.805148 loss_bbox: 0.270737 loss_dfl: 0.184089 loss: 1.261251 eta: 1 day, 19:48:23 batch_cost: 2.0199 data_cost: 0.0017 ips: 23.7633 images/s [10/25 15:01:22] ppdet.engine INFO: Epoch: [168] [300/610] learning_rate: 0.121134 loss_vfl: 0.821154 loss_bbox: 0.288534 loss_dfl: 0.188735 loss: 1.277162 eta: 1 day, 19:47:45 batch_cost: 2.0091 data_cost: 0.0011 ips: 23.8911 images/s [10/25 15:02:05] ppdet.engine INFO: Epoch: [168] [320/610] learning_rate: 0.121084 loss_vfl: 0.818238 loss_bbox: 0.299913 loss_dfl: 0.187530 loss: 1.309745 eta: 1 day, 19:47:05 batch_cost: 1.9515 data_cost: 0.0011 ips: 24.5962 images/s [10/25 15:02:48] ppdet.engine INFO: Epoch: [168] [340/610] learning_rate: 0.121033 loss_vfl: 0.818407 loss_bbox: 0.288431 loss_dfl: 0.190414 loss: 1.285473 eta: 1 day, 19:46:25 batch_cost: 1.9156 data_cost: 0.0011 ips: 25.0574 images/s [10/25 15:03:31] ppdet.engine INFO: Epoch: [168] [360/610] learning_rate: 0.120983 loss_vfl: 0.816063 loss_bbox: 0.292252 loss_dfl: 0.191710 loss: 1.291712 eta: 1 day, 19:45:46 batch_cost: 1.9805 data_cost: 0.0012 ips: 24.2363 images/s [10/25 15:04:16] ppdet.engine INFO: Epoch: [168] [380/610] learning_rate: 0.120932 loss_vfl: 0.863330 loss_bbox: 0.278275 loss_dfl: 0.184041 loss: 1.310609 eta: 1 day, 19:45:08 batch_cost: 2.0512 data_cost: 0.0011 ips: 23.4015 images/s [10/25 15:05:00] ppdet.engine INFO: Epoch: [168] [400/610] learning_rate: 0.120882 loss_vfl: 0.837255 loss_bbox: 0.296242 loss_dfl: 0.192067 loss: 1.316231 eta: 1 day, 19:44:29 batch_cost: 1.9578 data_cost: 0.0011 ips: 24.5172 images/s [10/25 15:05:43] ppdet.engine INFO: Epoch: [168] [420/610] learning_rate: 0.120831 loss_vfl: 0.831088 loss_bbox: 0.292097 loss_dfl: 0.192619 loss: 1.331970 eta: 1 day, 19:43:49 batch_cost: 1.9624 data_cost: 0.0011 ips: 24.4596 images/s [10/25 15:06:27] ppdet.engine INFO: Epoch: [168] [440/610] learning_rate: 0.120781 loss_vfl: 0.855707 loss_bbox: 0.313587 loss_dfl: 0.201251 loss: 1.370644 eta: 1 day, 19:43:10 batch_cost: 1.9469 data_cost: 0.0011 ips: 24.6542 images/s [10/25 15:07:10] ppdet.engine INFO: Epoch: [168] [460/610] learning_rate: 0.120730 loss_vfl: 0.825426 loss_bbox: 0.281018 loss_dfl: 0.186246 loss: 1.305033 eta: 1 day, 19:42:31 batch_cost: 1.9877 data_cost: 0.0010 ips: 24.1488 images/s [10/25 15:07:54] ppdet.engine INFO: Epoch: [168] [480/610] learning_rate: 0.120680 loss_vfl: 0.832933 loss_bbox: 0.282316 loss_dfl: 0.189965 loss: 1.306845 eta: 1 day, 19:41:52 batch_cost: 1.9934 data_cost: 0.0014 ips: 24.0794 images/s [10/25 15:08:38] ppdet.engine INFO: Epoch: [168] [500/610] learning_rate: 0.120629 loss_vfl: 0.815748 loss_bbox: 0.296551 loss_dfl: 0.189816 loss: 1.298480 eta: 1 day, 19:41:13 batch_cost: 1.9902 data_cost: 0.0011 ips: 24.1187 images/s [10/25 15:09:21] ppdet.engine INFO: Epoch: [168] [520/610] learning_rate: 0.120579 loss_vfl: 0.826062 loss_bbox: 0.270786 loss_dfl: 0.189630 loss: 1.290005 eta: 1 day, 19:40:34 batch_cost: 1.9631 data_cost: 0.0011 ips: 24.4510 images/s [10/25 15:10:05] ppdet.engine INFO: Epoch: [168] [540/610] learning_rate: 0.120528 loss_vfl: 0.830501 loss_bbox: 0.287611 loss_dfl: 0.192293 loss: 1.304924 eta: 1 day, 19:39:55 batch_cost: 2.0012 data_cost: 0.0010 ips: 23.9857 images/s [10/25 15:10:49] ppdet.engine INFO: Epoch: [168] [560/610] learning_rate: 0.120478 loss_vfl: 0.826887 loss_bbox: 0.290499 loss_dfl: 0.186546 loss: 1.297103 eta: 1 day, 19:39:16 batch_cost: 2.0103 data_cost: 0.0011 ips: 23.8770 images/s [10/25 15:11:32] ppdet.engine INFO: Epoch: [168] [580/610] learning_rate: 0.120427 loss_vfl: 0.840052 loss_bbox: 0.280979 loss_dfl: 0.187014 loss: 1.296614 eta: 1 day, 19:38:36 batch_cost: 1.9175 data_cost: 0.0011 ips: 25.0324 images/s [10/25 15:12:15] ppdet.engine INFO: Epoch: [168] [600/610] learning_rate: 0.120377 loss_vfl: 0.829596 loss_bbox: 0.284312 loss_dfl: 0.188009 loss: 1.304140 eta: 1 day, 19:37:56 batch_cost: 1.9178 data_cost: 0.0011 ips: 25.0292 images/s [10/25 15:12:46] ppdet.engine INFO: Epoch: [169] [ 0/610] learning_rate: 0.120351 loss_vfl: 0.825436 loss_bbox: 0.271322 loss_dfl: 0.187294 loss: 1.293214 eta: 1 day, 19:37:42 batch_cost: 2.2895 data_cost: 0.1702 ips: 20.9656 images/s [10/25 15:13:32] ppdet.engine INFO: Epoch: [169] [ 20/610] learning_rate: 0.120301 loss_vfl: 0.820725 loss_bbox: 0.269379 loss_dfl: 0.181797 loss: 1.260937 eta: 1 day, 19:37:05 batch_cost: 2.1020 data_cost: 0.0011 ips: 22.8357 images/s [10/25 15:14:16] ppdet.engine INFO: Epoch: [169] [ 40/610] learning_rate: 0.120250 loss_vfl: 0.833228 loss_bbox: 0.300533 loss_dfl: 0.194510 loss: 1.324349 eta: 1 day, 19:36:27 batch_cost: 2.0331 data_cost: 0.0010 ips: 23.6096 images/s [10/25 15:15:00] ppdet.engine INFO: Epoch: [169] [ 60/610] learning_rate: 0.120200 loss_vfl: 0.808090 loss_bbox: 0.277786 loss_dfl: 0.188957 loss: 1.297699 eta: 1 day, 19:35:47 batch_cost: 1.9720 data_cost: 0.0010 ips: 24.3408 images/s [10/25 15:15:45] ppdet.engine INFO: Epoch: [169] [ 80/610] learning_rate: 0.120149 loss_vfl: 0.813849 loss_bbox: 0.275427 loss_dfl: 0.185029 loss: 1.278829 eta: 1 day, 19:35:09 batch_cost: 2.0029 data_cost: 0.0049 ips: 23.9648 images/s [10/25 15:16:28] ppdet.engine INFO: Epoch: [169] [100/610] learning_rate: 0.120099 loss_vfl: 0.844823 loss_bbox: 0.262638 loss_dfl: 0.179749 loss: 1.288303 eta: 1 day, 19:34:30 batch_cost: 2.0033 data_cost: 0.0011 ips: 23.9606 images/s [10/25 15:17:11] ppdet.engine INFO: Epoch: [169] [120/610] learning_rate: 0.120049 loss_vfl: 0.802084 loss_bbox: 0.285594 loss_dfl: 0.189135 loss: 1.266270 eta: 1 day, 19:33:50 batch_cost: 1.9377 data_cost: 0.0011 ips: 24.7713 images/s [10/25 15:17:55] ppdet.engine INFO: Epoch: [169] [140/610] learning_rate: 0.119998 loss_vfl: 0.833873 loss_bbox: 0.275615 loss_dfl: 0.183751 loss: 1.286484 eta: 1 day, 19:33:11 batch_cost: 1.9821 data_cost: 0.0011 ips: 24.2167 images/s [10/25 15:18:38] ppdet.engine INFO: Epoch: [169] [160/610] learning_rate: 0.119948 loss_vfl: 0.825697 loss_bbox: 0.305638 loss_dfl: 0.197942 loss: 1.314284 eta: 1 day, 19:32:32 batch_cost: 1.9509 data_cost: 0.0010 ips: 24.6038 images/s [10/25 15:19:23] ppdet.engine INFO: Epoch: [169] [180/610] learning_rate: 0.119897 loss_vfl: 0.815426 loss_bbox: 0.284132 loss_dfl: 0.181961 loss: 1.282118 eta: 1 day, 19:31:53 batch_cost: 2.0016 data_cost: 0.0011 ips: 23.9806 images/s [10/25 15:20:07] ppdet.engine INFO: Epoch: [169] [200/610] learning_rate: 0.119847 loss_vfl: 0.822105 loss_bbox: 0.276783 loss_dfl: 0.183359 loss: 1.270933 eta: 1 day, 19:31:14 batch_cost: 2.0325 data_cost: 0.0011 ips: 23.6165 images/s [10/25 15:20:51] ppdet.engine INFO: Epoch: [169] [220/610] learning_rate: 0.119796 loss_vfl: 0.821382 loss_bbox: 0.280723 loss_dfl: 0.190362 loss: 1.287088 eta: 1 day, 19:30:35 batch_cost: 1.9684 data_cost: 0.0011 ips: 24.3854 images/s [10/25 15:21:34] ppdet.engine INFO: Epoch: [169] [240/610] learning_rate: 0.119746 loss_vfl: 0.820164 loss_bbox: 0.287325 loss_dfl: 0.202876 loss: 1.332540 eta: 1 day, 19:29:56 batch_cost: 1.9658 data_cost: 0.0011 ips: 24.4173 images/s [10/25 15:22:18] ppdet.engine INFO: Epoch: [169] [260/610] learning_rate: 0.119695 loss_vfl: 0.804547 loss_bbox: 0.293043 loss_dfl: 0.192565 loss: 1.295243 eta: 1 day, 19:29:17 batch_cost: 1.9680 data_cost: 0.0011 ips: 24.3903 images/s [10/25 15:23:01] ppdet.engine INFO: Epoch: [169] [280/610] learning_rate: 0.119645 loss_vfl: 0.834220 loss_bbox: 0.275654 loss_dfl: 0.184072 loss: 1.313542 eta: 1 day, 19:28:38 batch_cost: 1.9824 data_cost: 0.0010 ips: 24.2132 images/s [10/25 15:23:44] ppdet.engine INFO: Epoch: [169] [300/610] learning_rate: 0.119595 loss_vfl: 0.831199 loss_bbox: 0.294527 loss_dfl: 0.189729 loss: 1.313857 eta: 1 day, 19:27:57 batch_cost: 1.8986 data_cost: 0.0010 ips: 25.2824 images/s [10/25 15:24:26] ppdet.engine INFO: Epoch: [169] [320/610] learning_rate: 0.119544 loss_vfl: 0.824676 loss_bbox: 0.295367 loss_dfl: 0.192916 loss: 1.317894 eta: 1 day, 19:27:17 batch_cost: 1.9362 data_cost: 0.0011 ips: 24.7904 images/s [10/25 15:25:10] ppdet.engine INFO: Epoch: [169] [340/610] learning_rate: 0.119494 loss_vfl: 0.808377 loss_bbox: 0.280166 loss_dfl: 0.187000 loss: 1.287814 eta: 1 day, 19:26:38 batch_cost: 1.9641 data_cost: 0.0011 ips: 24.4393 images/s [10/25 15:25:54] ppdet.engine INFO: Epoch: [169] [360/610] learning_rate: 0.119443 loss_vfl: 0.825102 loss_bbox: 0.269636 loss_dfl: 0.186292 loss: 1.294986 eta: 1 day, 19:25:59 batch_cost: 2.0072 data_cost: 0.0011 ips: 23.9137 images/s [10/25 15:26:37] ppdet.engine INFO: Epoch: [169] [380/610] learning_rate: 0.119393 loss_vfl: 0.825640 loss_bbox: 0.304402 loss_dfl: 0.202267 loss: 1.345822 eta: 1 day, 19:25:20 batch_cost: 1.9544 data_cost: 0.0011 ips: 24.5599 images/s [10/25 15:27:20] ppdet.engine INFO: Epoch: [169] [400/610] learning_rate: 0.119342 loss_vfl: 0.828772 loss_bbox: 0.293064 loss_dfl: 0.193059 loss: 1.314336 eta: 1 day, 19:24:41 batch_cost: 1.9551 data_cost: 0.0011 ips: 24.5517 images/s [10/25 15:28:05] ppdet.engine INFO: Epoch: [169] [420/610] learning_rate: 0.119292 loss_vfl: 0.822702 loss_bbox: 0.274201 loss_dfl: 0.179829 loss: 1.287663 eta: 1 day, 19:24:02 batch_cost: 2.0330 data_cost: 0.0011 ips: 23.6106 images/s [10/25 15:28:49] ppdet.engine INFO: Epoch: [169] [440/610] learning_rate: 0.119242 loss_vfl: 0.819218 loss_bbox: 0.283804 loss_dfl: 0.186398 loss: 1.292453 eta: 1 day, 19:23:23 batch_cost: 1.9835 data_cost: 0.0010 ips: 24.1992 images/s [10/25 15:29:32] ppdet.engine INFO: Epoch: [169] [460/610] learning_rate: 0.119191 loss_vfl: 0.807634 loss_bbox: 0.275327 loss_dfl: 0.190912 loss: 1.285990 eta: 1 day, 19:22:43 batch_cost: 1.9301 data_cost: 0.0010 ips: 24.8694 images/s [10/25 15:30:16] ppdet.engine INFO: Epoch: [169] [480/610] learning_rate: 0.119141 loss_vfl: 0.844788 loss_bbox: 0.271237 loss_dfl: 0.177779 loss: 1.310421 eta: 1 day, 19:22:04 batch_cost: 1.9946 data_cost: 0.0010 ips: 24.0647 images/s [10/25 15:30:58] ppdet.engine INFO: Epoch: [169] [500/610] learning_rate: 0.119090 loss_vfl: 0.837331 loss_bbox: 0.271815 loss_dfl: 0.188377 loss: 1.317294 eta: 1 day, 19:21:24 batch_cost: 1.8763 data_cost: 0.0010 ips: 25.5817 images/s [10/25 15:31:42] ppdet.engine INFO: Epoch: [169] [520/610] learning_rate: 0.119040 loss_vfl: 0.828365 loss_bbox: 0.277816 loss_dfl: 0.183170 loss: 1.275925 eta: 1 day, 19:20:45 batch_cost: 2.0067 data_cost: 0.0010 ips: 23.9200 images/s [10/25 15:32:27] ppdet.engine INFO: Epoch: [169] [540/610] learning_rate: 0.118990 loss_vfl: 0.817503 loss_bbox: 0.288761 loss_dfl: 0.190518 loss: 1.310093 eta: 1 day, 19:20:07 batch_cost: 2.0334 data_cost: 0.0010 ips: 23.6055 images/s [10/25 15:33:10] ppdet.engine INFO: Epoch: [169] [560/610] learning_rate: 0.118939 loss_vfl: 0.818903 loss_bbox: 0.292558 loss_dfl: 0.192568 loss: 1.307114 eta: 1 day, 19:19:27 batch_cost: 1.9130 data_cost: 0.0010 ips: 25.0913 images/s [10/25 15:33:53] ppdet.engine INFO: Epoch: [169] [580/610] learning_rate: 0.118889 loss_vfl: 0.836280 loss_bbox: 0.261288 loss_dfl: 0.174128 loss: 1.279526 eta: 1 day, 19:18:47 batch_cost: 1.9649 data_cost: 0.0010 ips: 24.4285 images/s [10/25 15:34:34] ppdet.engine INFO: Epoch: [169] [600/610] learning_rate: 0.118838 loss_vfl: 0.852037 loss_bbox: 0.272523 loss_dfl: 0.178030 loss: 1.299998 eta: 1 day, 19:18:06 batch_cost: 1.8448 data_cost: 0.0012 ips: 26.0187 images/s [10/25 15:34:55] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/25 15:34:56] ppdet.engine INFO: Eval iter: 0 [10/25 15:35:26] ppdet.engine INFO: Eval iter: 100 [10/25 15:35:49] ppdet.engine INFO: Eval iter: 200 [10/25 15:36:11] ppdet.engine INFO: Eval iter: 300 [10/25 15:36:35] ppdet.engine INFO: Eval iter: 400 [10/25 15:36:57] ppdet.engine INFO: Eval iter: 500 [10/25 15:37:20] ppdet.engine INFO: Eval iter: 600 [10/25 15:37:38] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.95s) creating index... index created! [10/25 15:37:39] 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=100.55s). Accumulating evaluation results... DONE (t=16.99s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.352 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.507 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.372 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.136 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.376 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.566 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 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.506 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.233 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.566 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.746 [10/25 15:39:44] ppdet.engine INFO: Total sample number: 4952, averge FPS: 33.03371235971161 [10/25 15:39:44] ppdet.engine INFO: Best test bbox ap is 0.354. [10/25 15:39:46] ppdet.engine INFO: Epoch: [170] [ 0/610] learning_rate: 0.118813 loss_vfl: 0.852169 loss_bbox: 0.289057 loss_dfl: 0.188790 loss: 1.322706 eta: 1 day, 19:17:45 batch_cost: 1.7870 data_cost: 0.0012 ips: 26.8604 images/s [10/25 15:40:31] ppdet.engine INFO: Epoch: [170] [ 20/610] learning_rate: 0.118763 loss_vfl: 0.807287 loss_bbox: 0.274558 loss_dfl: 0.186544 loss: 1.282140 eta: 1 day, 19:17:07 batch_cost: 2.0285 data_cost: 0.0011 ips: 23.6626 images/s [10/25 15:41:15] ppdet.engine INFO: Epoch: [170] [ 40/610] learning_rate: 0.118713 loss_vfl: 0.814813 loss_bbox: 0.301533 loss_dfl: 0.193982 loss: 1.329971 eta: 1 day, 19:16:28 batch_cost: 2.0000 data_cost: 0.0010 ips: 24.0001 images/s [10/25 15:41:59] ppdet.engine INFO: Epoch: [170] [ 60/610] learning_rate: 0.118662 loss_vfl: 0.831036 loss_bbox: 0.268667 loss_dfl: 0.175144 loss: 1.289963 eta: 1 day, 19:15:49 batch_cost: 1.9613 data_cost: 0.0010 ips: 24.4738 images/s [10/25 15:42:43] ppdet.engine INFO: Epoch: [170] [ 80/610] learning_rate: 0.118612 loss_vfl: 0.815883 loss_bbox: 0.282036 loss_dfl: 0.187603 loss: 1.315316 eta: 1 day, 19:15:10 batch_cost: 1.9826 data_cost: 0.0010 ips: 24.2105 images/s [10/25 15:43:27] ppdet.engine INFO: Epoch: [170] [100/610] learning_rate: 0.118561 loss_vfl: 0.832615 loss_bbox: 0.283488 loss_dfl: 0.188543 loss: 1.316908 eta: 1 day, 19:14:30 batch_cost: 1.9609 data_cost: 0.0010 ips: 24.4782 images/s [10/25 15:44:11] ppdet.engine INFO: Epoch: [170] [120/610] learning_rate: 0.118511 loss_vfl: 0.831711 loss_bbox: 0.285722 loss_dfl: 0.185163 loss: 1.289689 eta: 1 day, 19:13:52 batch_cost: 2.0088 data_cost: 0.0012 ips: 23.8950 images/s [10/25 15:44:55] ppdet.engine INFO: Epoch: [170] [140/610] learning_rate: 0.118461 loss_vfl: 0.815231 loss_bbox: 0.285602 loss_dfl: 0.185199 loss: 1.290391 eta: 1 day, 19:13:13 batch_cost: 1.9829 data_cost: 0.0010 ips: 24.2070 images/s [10/25 15:45:38] ppdet.engine INFO: Epoch: [170] [160/610] learning_rate: 0.118410 loss_vfl: 0.824402 loss_bbox: 0.295487 loss_dfl: 0.194231 loss: 1.278955 eta: 1 day, 19:12:34 batch_cost: 2.0119 data_cost: 0.0011 ips: 23.8580 images/s [10/25 15:46:22] ppdet.engine INFO: Epoch: [170] [180/610] learning_rate: 0.118360 loss_vfl: 0.824243 loss_bbox: 0.314554 loss_dfl: 0.200573 loss: 1.332931 eta: 1 day, 19:11:55 batch_cost: 1.9708 data_cost: 0.0010 ips: 24.3551 images/s [10/25 15:47:06] ppdet.engine INFO: Epoch: [170] [200/610] learning_rate: 0.118310 loss_vfl: 0.821977 loss_bbox: 0.294117 loss_dfl: 0.187423 loss: 1.280534 eta: 1 day, 19:11:16 batch_cost: 1.9764 data_cost: 0.0012 ips: 24.2864 images/s [10/25 15:47:49] ppdet.engine INFO: Epoch: [170] [220/610] learning_rate: 0.118259 loss_vfl: 0.835489 loss_bbox: 0.283195 loss_dfl: 0.190631 loss: 1.304555 eta: 1 day, 19:10:36 batch_cost: 1.9240 data_cost: 0.0011 ips: 24.9485 images/s [10/25 15:48:31] ppdet.engine INFO: Epoch: [170] [240/610] learning_rate: 0.118209 loss_vfl: 0.825375 loss_bbox: 0.294835 loss_dfl: 0.188220 loss: 1.313020 eta: 1 day, 19:09:56 batch_cost: 1.9277 data_cost: 0.0011 ips: 24.9007 images/s [10/25 15:49:14] ppdet.engine INFO: Epoch: [170] [260/610] learning_rate: 0.118159 loss_vfl: 0.835476 loss_bbox: 0.310780 loss_dfl: 0.200206 loss: 1.340116 eta: 1 day, 19:09:16 batch_cost: 1.9424 data_cost: 0.0011 ips: 24.7118 images/s [10/25 15:49:58] ppdet.engine INFO: Epoch: [170] [280/610] learning_rate: 0.118108 loss_vfl: 0.825172 loss_bbox: 0.284482 loss_dfl: 0.181633 loss: 1.291179 eta: 1 day, 19:08:37 batch_cost: 1.9956 data_cost: 0.0011 ips: 24.0524 images/s [10/25 15:50:42] ppdet.engine INFO: Epoch: [170] [300/610] learning_rate: 0.118058 loss_vfl: 0.827002 loss_bbox: 0.287885 loss_dfl: 0.187426 loss: 1.296737 eta: 1 day, 19:07:58 batch_cost: 1.9878 data_cost: 0.0010 ips: 24.1471 images/s [10/25 15:51:26] ppdet.engine INFO: Epoch: [170] [320/610] learning_rate: 0.118008 loss_vfl: 0.811428 loss_bbox: 0.277003 loss_dfl: 0.186320 loss: 1.272488 eta: 1 day, 19:07:19 batch_cost: 1.9581 data_cost: 0.0011 ips: 24.5133 images/s [10/25 15:52:09] ppdet.engine INFO: Epoch: [170] [340/610] learning_rate: 0.117957 loss_vfl: 0.836321 loss_bbox: 0.290733 loss_dfl: 0.190284 loss: 1.319349 eta: 1 day, 19:06:39 batch_cost: 1.9358 data_cost: 0.0011 ips: 24.7954 images/s [10/25 15:52:52] ppdet.engine INFO: Epoch: [170] [360/610] learning_rate: 0.117907 loss_vfl: 0.830577 loss_bbox: 0.286099 loss_dfl: 0.193048 loss: 1.330775 eta: 1 day, 19:05:59 batch_cost: 1.9189 data_cost: 0.0010 ips: 25.0140 images/s [10/25 15:53:35] ppdet.engine INFO: Epoch: [170] [380/610] learning_rate: 0.117857 loss_vfl: 0.821320 loss_bbox: 0.275522 loss_dfl: 0.185643 loss: 1.285400 eta: 1 day, 19:05:19 batch_cost: 1.9319 data_cost: 0.0011 ips: 24.8461 images/s [10/25 15:54:18] ppdet.engine INFO: Epoch: [170] [400/610] learning_rate: 0.117806 loss_vfl: 0.812540 loss_bbox: 0.284897 loss_dfl: 0.185435 loss: 1.294462 eta: 1 day, 19:04:40 batch_cost: 1.9605 data_cost: 0.0011 ips: 24.4840 images/s [10/25 15:55:01] ppdet.engine INFO: Epoch: [170] [420/610] learning_rate: 0.117756 loss_vfl: 0.821100 loss_bbox: 0.292915 loss_dfl: 0.189297 loss: 1.317167 eta: 1 day, 19:04:00 batch_cost: 1.9214 data_cost: 0.0011 ips: 24.9816 images/s [10/25 15:55:46] ppdet.engine INFO: Epoch: [170] [440/610] learning_rate: 0.117706 loss_vfl: 0.814915 loss_bbox: 0.277226 loss_dfl: 0.182853 loss: 1.294746 eta: 1 day, 19:03:21 batch_cost: 2.0048 data_cost: 0.0011 ips: 23.9427 images/s [10/25 15:56:29] ppdet.engine INFO: Epoch: [170] [460/610] learning_rate: 0.117656 loss_vfl: 0.831256 loss_bbox: 0.265600 loss_dfl: 0.183706 loss: 1.286471 eta: 1 day, 19:02:42 batch_cost: 1.9707 data_cost: 0.0011 ips: 24.3565 images/s [10/25 15:57:13] ppdet.engine INFO: Epoch: [170] [480/610] learning_rate: 0.117605 loss_vfl: 0.842627 loss_bbox: 0.283992 loss_dfl: 0.188477 loss: 1.294105 eta: 1 day, 19:02:03 batch_cost: 1.9594 data_cost: 0.0011 ips: 24.4971 images/s [10/25 15:57:57] ppdet.engine INFO: Epoch: [170] [500/610] learning_rate: 0.117555 loss_vfl: 0.836235 loss_bbox: 0.286186 loss_dfl: 0.189804 loss: 1.313555 eta: 1 day, 19:01:23 batch_cost: 1.9782 data_cost: 0.0010 ips: 24.2641 images/s [10/25 15:58:41] ppdet.engine INFO: Epoch: [170] [520/610] learning_rate: 0.117505 loss_vfl: 0.844849 loss_bbox: 0.296604 loss_dfl: 0.193080 loss: 1.341860 eta: 1 day, 19:00:44 batch_cost: 1.9631 data_cost: 0.0011 ips: 24.4512 images/s [10/25 15:59:25] ppdet.engine INFO: Epoch: [170] [540/610] learning_rate: 0.117454 loss_vfl: 0.818785 loss_bbox: 0.296105 loss_dfl: 0.191463 loss: 1.306752 eta: 1 day, 19:00:05 batch_cost: 1.9878 data_cost: 0.0011 ips: 24.1473 images/s [10/25 16:00:08] ppdet.engine INFO: Epoch: [170] [560/610] learning_rate: 0.117404 loss_vfl: 0.832190 loss_bbox: 0.293714 loss_dfl: 0.186858 loss: 1.310599 eta: 1 day, 18:59:26 batch_cost: 1.9749 data_cost: 0.0011 ips: 24.3047 images/s [10/25 16:00:50] ppdet.engine INFO: Epoch: [170] [580/610] learning_rate: 0.117354 loss_vfl: 0.825926 loss_bbox: 0.279359 loss_dfl: 0.183089 loss: 1.306267 eta: 1 day, 18:58:46 batch_cost: 1.9141 data_cost: 0.0010 ips: 25.0768 images/s [10/25 16:01:32] ppdet.engine INFO: Epoch: [170] [600/610] learning_rate: 0.117304 loss_vfl: 0.837344 loss_bbox: 0.268266 loss_dfl: 0.186595 loss: 1.293154 eta: 1 day, 18:58:05 batch_cost: 1.8944 data_cost: 0.0011 ips: 25.3378 images/s [10/25 16:02:03] ppdet.engine INFO: Epoch: [171] [ 0/610] learning_rate: 0.117279 loss_vfl: 0.829230 loss_bbox: 0.294552 loss_dfl: 0.196524 loss: 1.330820 eta: 1 day, 18:57:52 batch_cost: 2.2607 data_cost: 0.2205 ips: 21.2322 images/s [10/25 16:02:50] ppdet.engine INFO: Epoch: [171] [ 20/610] learning_rate: 0.117228 loss_vfl: 0.826732 loss_bbox: 0.278400 loss_dfl: 0.189353 loss: 1.309071 eta: 1 day, 18:57:13 batch_cost: 2.0280 data_cost: 0.0013 ips: 23.6687 images/s [10/25 16:03:35] ppdet.engine INFO: Epoch: [171] [ 40/610] learning_rate: 0.117178 loss_vfl: 0.826777 loss_bbox: 0.268619 loss_dfl: 0.184441 loss: 1.270797 eta: 1 day, 18:56:35 batch_cost: 2.0116 data_cost: 0.0016 ips: 23.8613 images/s [10/25 16:04:19] ppdet.engine INFO: Epoch: [171] [ 60/610] learning_rate: 0.117128 loss_vfl: 0.818971 loss_bbox: 0.275075 loss_dfl: 0.180824 loss: 1.284509 eta: 1 day, 18:55:56 batch_cost: 2.0085 data_cost: 0.0012 ips: 23.8981 images/s [10/25 16:05:04] ppdet.engine INFO: Epoch: [171] [ 80/610] learning_rate: 0.117077 loss_vfl: 0.832782 loss_bbox: 0.291217 loss_dfl: 0.186064 loss: 1.308755 eta: 1 day, 18:55:18 batch_cost: 2.0288 data_cost: 0.0014 ips: 23.6590 images/s [10/25 16:05:48] ppdet.engine INFO: Epoch: [171] [100/610] learning_rate: 0.117027 loss_vfl: 0.803384 loss_bbox: 0.277808 loss_dfl: 0.187597 loss: 1.290332 eta: 1 day, 18:54:39 batch_cost: 1.9891 data_cost: 0.0012 ips: 24.1318 images/s [10/25 16:06:32] ppdet.engine INFO: Epoch: [171] [120/610] learning_rate: 0.116977 loss_vfl: 0.807532 loss_bbox: 0.293435 loss_dfl: 0.192901 loss: 1.298791 eta: 1 day, 18:53:59 batch_cost: 1.9711 data_cost: 0.0011 ips: 24.3521 images/s [10/25 16:07:15] ppdet.engine INFO: Epoch: [171] [140/610] learning_rate: 0.116927 loss_vfl: 0.803206 loss_bbox: 0.264017 loss_dfl: 0.180397 loss: 1.276244 eta: 1 day, 18:53:20 batch_cost: 1.9257 data_cost: 0.0011 ips: 24.9265 images/s [10/25 16:07:59] ppdet.engine INFO: Epoch: [171] [160/610] learning_rate: 0.116877 loss_vfl: 0.820000 loss_bbox: 0.287691 loss_dfl: 0.189138 loss: 1.310195 eta: 1 day, 18:52:40 batch_cost: 1.9790 data_cost: 0.0012 ips: 24.2550 images/s [10/25 16:08:41] ppdet.engine INFO: Epoch: [171] [180/610] learning_rate: 0.116826 loss_vfl: 0.842999 loss_bbox: 0.292579 loss_dfl: 0.190892 loss: 1.320945 eta: 1 day, 18:52:00 batch_cost: 1.9196 data_cost: 0.0011 ips: 25.0052 images/s [10/25 16:09:26] ppdet.engine INFO: Epoch: [171] [200/610] learning_rate: 0.116776 loss_vfl: 0.815474 loss_bbox: 0.286787 loss_dfl: 0.193599 loss: 1.302261 eta: 1 day, 18:51:22 batch_cost: 2.0050 data_cost: 0.0011 ips: 23.9403 images/s [10/25 16:10:09] ppdet.engine INFO: Epoch: [171] [220/610] learning_rate: 0.116726 loss_vfl: 0.807299 loss_bbox: 0.279849 loss_dfl: 0.187284 loss: 1.289020 eta: 1 day, 18:50:42 batch_cost: 1.9214 data_cost: 0.0011 ips: 24.9813 images/s [10/25 16:10:53] ppdet.engine INFO: Epoch: [171] [240/610] learning_rate: 0.116676 loss_vfl: 0.822711 loss_bbox: 0.276669 loss_dfl: 0.184292 loss: 1.277329 eta: 1 day, 18:50:03 batch_cost: 2.0193 data_cost: 0.0011 ips: 23.7709 images/s [10/25 16:11:37] ppdet.engine INFO: Epoch: [171] [260/610] learning_rate: 0.116625 loss_vfl: 0.840660 loss_bbox: 0.294385 loss_dfl: 0.190489 loss: 1.322400 eta: 1 day, 18:49:24 batch_cost: 1.9895 data_cost: 0.0011 ips: 24.1262 images/s [10/25 16:12:20] ppdet.engine INFO: Epoch: [171] [280/610] learning_rate: 0.116575 loss_vfl: 0.799185 loss_bbox: 0.270773 loss_dfl: 0.181239 loss: 1.234859 eta: 1 day, 18:48:45 batch_cost: 1.9494 data_cost: 0.0011 ips: 24.6235 images/s [10/25 16:13:04] ppdet.engine INFO: Epoch: [171] [300/610] learning_rate: 0.116525 loss_vfl: 0.826298 loss_bbox: 0.306334 loss_dfl: 0.196162 loss: 1.316992 eta: 1 day, 18:48:05 batch_cost: 1.9351 data_cost: 0.0015 ips: 24.8046 images/s [10/25 16:13:47] ppdet.engine INFO: Epoch: [171] [320/610] learning_rate: 0.116475 loss_vfl: 0.810857 loss_bbox: 0.291004 loss_dfl: 0.192061 loss: 1.284499 eta: 1 day, 18:47:26 batch_cost: 1.9665 data_cost: 0.0012 ips: 24.4086 images/s [10/25 16:14:32] ppdet.engine INFO: Epoch: [171] [340/610] learning_rate: 0.116425 loss_vfl: 0.825914 loss_bbox: 0.294595 loss_dfl: 0.190169 loss: 1.320439 eta: 1 day, 18:46:47 batch_cost: 2.0155 data_cost: 0.0012 ips: 23.8160 images/s [10/25 16:15:15] ppdet.engine INFO: Epoch: [171] [360/610] learning_rate: 0.116374 loss_vfl: 0.794161 loss_bbox: 0.298045 loss_dfl: 0.192059 loss: 1.292028 eta: 1 day, 18:46:08 batch_cost: 1.9754 data_cost: 0.0011 ips: 24.2987 images/s [10/25 16:15:59] ppdet.engine INFO: Epoch: [171] [380/610] learning_rate: 0.116324 loss_vfl: 0.818671 loss_bbox: 0.274192 loss_dfl: 0.182949 loss: 1.295655 eta: 1 day, 18:45:29 batch_cost: 1.9784 data_cost: 0.0012 ips: 24.2615 images/s [10/25 16:16:43] ppdet.engine INFO: Epoch: [171] [400/610] learning_rate: 0.116274 loss_vfl: 0.825273 loss_bbox: 0.300610 loss_dfl: 0.187610 loss: 1.298582 eta: 1 day, 18:44:50 batch_cost: 1.9957 data_cost: 0.0011 ips: 24.0516 images/s [10/25 16:17:27] ppdet.engine INFO: Epoch: [171] [420/610] learning_rate: 0.116224 loss_vfl: 0.833383 loss_bbox: 0.287601 loss_dfl: 0.189067 loss: 1.310103 eta: 1 day, 18:44:11 batch_cost: 2.0004 data_cost: 0.0011 ips: 23.9948 images/s [10/25 16:18:12] ppdet.engine INFO: Epoch: [171] [440/610] learning_rate: 0.116174 loss_vfl: 0.825440 loss_bbox: 0.271472 loss_dfl: 0.182597 loss: 1.280070 eta: 1 day, 18:43:33 batch_cost: 2.0361 data_cost: 0.0011 ips: 23.5749 images/s [10/25 16:18:56] ppdet.engine INFO: Epoch: [171] [460/610] learning_rate: 0.116124 loss_vfl: 0.802902 loss_bbox: 0.294362 loss_dfl: 0.191989 loss: 1.270775 eta: 1 day, 18:42:54 batch_cost: 1.9710 data_cost: 0.0010 ips: 24.3534 images/s [10/25 16:19:40] ppdet.engine INFO: Epoch: [171] [480/610] learning_rate: 0.116073 loss_vfl: 0.840083 loss_bbox: 0.263307 loss_dfl: 0.185310 loss: 1.299903 eta: 1 day, 18:42:14 batch_cost: 1.9596 data_cost: 0.0011 ips: 24.4944 images/s [10/25 16:20:23] ppdet.engine INFO: Epoch: [171] [500/610] learning_rate: 0.116023 loss_vfl: 0.836706 loss_bbox: 0.292160 loss_dfl: 0.193299 loss: 1.288040 eta: 1 day, 18:41:35 batch_cost: 1.9631 data_cost: 0.0011 ips: 24.4512 images/s [10/25 16:21:07] ppdet.engine INFO: Epoch: [171] [520/610] learning_rate: 0.115973 loss_vfl: 0.809802 loss_bbox: 0.277598 loss_dfl: 0.181567 loss: 1.275276 eta: 1 day, 18:40:56 batch_cost: 2.0153 data_cost: 0.0011 ips: 23.8174 images/s [10/25 16:21:51] ppdet.engine INFO: Epoch: [171] [540/610] learning_rate: 0.115923 loss_vfl: 0.812909 loss_bbox: 0.299244 loss_dfl: 0.192691 loss: 1.312596 eta: 1 day, 18:40:17 batch_cost: 1.9856 data_cost: 0.0011 ips: 24.1735 images/s [10/25 16:22:36] ppdet.engine INFO: Epoch: [171] [560/610] learning_rate: 0.115873 loss_vfl: 0.830680 loss_bbox: 0.269125 loss_dfl: 0.182182 loss: 1.290219 eta: 1 day, 18:39:38 batch_cost: 2.0007 data_cost: 0.0011 ips: 23.9922 images/s [10/25 16:23:20] ppdet.engine INFO: Epoch: [171] [580/610] learning_rate: 0.115823 loss_vfl: 0.827171 loss_bbox: 0.289573 loss_dfl: 0.193966 loss: 1.333236 eta: 1 day, 18:39:00 batch_cost: 2.0081 data_cost: 0.0017 ips: 23.9034 images/s [10/25 16:24:03] ppdet.engine INFO: Epoch: [171] [600/610] learning_rate: 0.115772 loss_vfl: 0.835146 loss_bbox: 0.276923 loss_dfl: 0.184132 loss: 1.318924 eta: 1 day, 18:38:20 batch_cost: 1.9673 data_cost: 0.0011 ips: 24.3984 images/s [10/25 16:24:36] ppdet.engine INFO: Epoch: [172] [ 0/610] learning_rate: 0.115747 loss_vfl: 0.853615 loss_bbox: 0.257132 loss_dfl: 0.171349 loss: 1.293552 eta: 1 day, 18:38:08 batch_cost: 2.3679 data_cost: 0.3341 ips: 20.2713 images/s [10/25 16:25:19] ppdet.engine INFO: Epoch: [172] [ 20/610] learning_rate: 0.115697 loss_vfl: 0.813540 loss_bbox: 0.285441 loss_dfl: 0.185973 loss: 1.276172 eta: 1 day, 18:37:28 batch_cost: 1.9512 data_cost: 0.0011 ips: 24.6004 images/s [10/25 16:26:03] ppdet.engine INFO: Epoch: [172] [ 40/610] learning_rate: 0.115647 loss_vfl: 0.814192 loss_bbox: 0.290632 loss_dfl: 0.187762 loss: 1.307921 eta: 1 day, 18:36:49 batch_cost: 1.9650 data_cost: 0.0011 ips: 24.4277 images/s [10/25 16:26:46] ppdet.engine INFO: Epoch: [172] [ 60/610] learning_rate: 0.115597 loss_vfl: 0.835666 loss_bbox: 0.277307 loss_dfl: 0.187175 loss: 1.285758 eta: 1 day, 18:36:10 batch_cost: 1.9705 data_cost: 0.0012 ips: 24.3591 images/s [10/25 16:27:30] ppdet.engine INFO: Epoch: [172] [ 80/610] learning_rate: 0.115547 loss_vfl: 0.823933 loss_bbox: 0.291629 loss_dfl: 0.187307 loss: 1.308138 eta: 1 day, 18:35:30 batch_cost: 1.9347 data_cost: 0.0011 ips: 24.8106 images/s [10/25 16:28:13] ppdet.engine INFO: Epoch: [172] [100/610] learning_rate: 0.115497 loss_vfl: 0.816585 loss_bbox: 0.295246 loss_dfl: 0.192969 loss: 1.302537 eta: 1 day, 18:34:50 batch_cost: 1.9512 data_cost: 0.0010 ips: 24.6000 images/s [10/25 16:28:56] ppdet.engine INFO: Epoch: [172] [120/610] learning_rate: 0.115447 loss_vfl: 0.817459 loss_bbox: 0.283200 loss_dfl: 0.186904 loss: 1.297406 eta: 1 day, 18:34:11 batch_cost: 1.9643 data_cost: 0.0011 ips: 24.4367 images/s [10/25 16:29:39] ppdet.engine INFO: Epoch: [172] [140/610] learning_rate: 0.115396 loss_vfl: 0.808210 loss_bbox: 0.274097 loss_dfl: 0.186216 loss: 1.268474 eta: 1 day, 18:33:31 batch_cost: 1.9471 data_cost: 0.0010 ips: 24.6515 images/s [10/25 16:30:23] ppdet.engine INFO: Epoch: [172] [160/610] learning_rate: 0.115346 loss_vfl: 0.826333 loss_bbox: 0.285878 loss_dfl: 0.185162 loss: 1.274188 eta: 1 day, 18:32:52 batch_cost: 1.9904 data_cost: 0.0011 ips: 24.1161 images/s [10/25 16:31:06] ppdet.engine INFO: Epoch: [172] [180/610] learning_rate: 0.115296 loss_vfl: 0.815827 loss_bbox: 0.300330 loss_dfl: 0.198499 loss: 1.325567 eta: 1 day, 18:32:12 batch_cost: 1.9225 data_cost: 0.0011 ips: 24.9673 images/s [10/25 16:31:49] ppdet.engine INFO: Epoch: [172] [200/610] learning_rate: 0.115246 loss_vfl: 0.823062 loss_bbox: 0.287139 loss_dfl: 0.193844 loss: 1.290653 eta: 1 day, 18:31:33 batch_cost: 1.9647 data_cost: 0.0010 ips: 24.4310 images/s [10/25 16:32:33] ppdet.engine INFO: Epoch: [172] [220/610] learning_rate: 0.115196 loss_vfl: 0.801406 loss_bbox: 0.271377 loss_dfl: 0.179321 loss: 1.283645 eta: 1 day, 18:30:53 batch_cost: 1.9330 data_cost: 0.0010 ips: 24.8315 images/s [10/25 16:33:16] ppdet.engine INFO: Epoch: [172] [240/610] learning_rate: 0.115146 loss_vfl: 0.828988 loss_bbox: 0.305219 loss_dfl: 0.196272 loss: 1.332056 eta: 1 day, 18:30:14 batch_cost: 1.9653 data_cost: 0.0010 ips: 24.4239 images/s [10/25 16:34:00] ppdet.engine INFO: Epoch: [172] [260/610] learning_rate: 0.115096 loss_vfl: 0.828889 loss_bbox: 0.284859 loss_dfl: 0.192882 loss: 1.304099 eta: 1 day, 18:29:35 batch_cost: 1.9702 data_cost: 0.0011 ips: 24.3624 images/s [10/25 16:34:43] ppdet.engine INFO: Epoch: [172] [280/610] learning_rate: 0.115046 loss_vfl: 0.813862 loss_bbox: 0.283931 loss_dfl: 0.190847 loss: 1.302929 eta: 1 day, 18:28:55 batch_cost: 1.9194 data_cost: 0.0011 ips: 25.0077 images/s [10/25 16:35:27] ppdet.engine INFO: Epoch: [172] [300/610] learning_rate: 0.114996 loss_vfl: 0.814206 loss_bbox: 0.272733 loss_dfl: 0.179668 loss: 1.302014 eta: 1 day, 18:28:15 batch_cost: 1.9697 data_cost: 0.0011 ips: 24.3690 images/s [10/25 16:36:11] ppdet.engine INFO: Epoch: [172] [320/610] learning_rate: 0.114946 loss_vfl: 0.821011 loss_bbox: 0.282675 loss_dfl: 0.195574 loss: 1.284182 eta: 1 day, 18:27:36 batch_cost: 1.9461 data_cost: 0.0011 ips: 24.6651 images/s [10/25 16:36:54] ppdet.engine INFO: Epoch: [172] [340/610] learning_rate: 0.114896 loss_vfl: 0.830545 loss_bbox: 0.311845 loss_dfl: 0.200466 loss: 1.334905 eta: 1 day, 18:26:56 batch_cost: 1.9523 data_cost: 0.0011 ips: 24.5867 images/s [10/25 16:37:37] ppdet.engine INFO: Epoch: [172] [360/610] learning_rate: 0.114845 loss_vfl: 0.841244 loss_bbox: 0.284990 loss_dfl: 0.177453 loss: 1.286922 eta: 1 day, 18:26:17 batch_cost: 1.9508 data_cost: 0.0011 ips: 24.6057 images/s [10/25 16:38:21] ppdet.engine INFO: Epoch: [172] [380/610] learning_rate: 0.114795 loss_vfl: 0.847269 loss_bbox: 0.285592 loss_dfl: 0.184091 loss: 1.319127 eta: 1 day, 18:25:37 batch_cost: 1.9263 data_cost: 0.0011 ips: 24.9181 images/s [10/25 16:39:04] ppdet.engine INFO: Epoch: [172] [400/610] learning_rate: 0.114745 loss_vfl: 0.824943 loss_bbox: 0.306452 loss_dfl: 0.193801 loss: 1.313294 eta: 1 day, 18:24:57 batch_cost: 1.9491 data_cost: 0.0011 ips: 24.6272 images/s [10/25 16:39:47] ppdet.engine INFO: Epoch: [172] [420/610] learning_rate: 0.114695 loss_vfl: 0.817677 loss_bbox: 0.299395 loss_dfl: 0.192469 loss: 1.305840 eta: 1 day, 18:24:18 batch_cost: 1.9548 data_cost: 0.0011 ips: 24.5554 images/s [10/25 16:40:32] ppdet.engine INFO: Epoch: [172] [440/610] learning_rate: 0.114645 loss_vfl: 0.822175 loss_bbox: 0.281636 loss_dfl: 0.186049 loss: 1.290663 eta: 1 day, 18:23:39 batch_cost: 1.9923 data_cost: 0.0010 ips: 24.0928 images/s [10/25 16:41:15] ppdet.engine INFO: Epoch: [172] [460/610] learning_rate: 0.114595 loss_vfl: 0.833982 loss_bbox: 0.278004 loss_dfl: 0.186524 loss: 1.295468 eta: 1 day, 18:23:00 batch_cost: 1.9874 data_cost: 0.0010 ips: 24.1517 images/s [10/25 16:41:59] ppdet.engine INFO: Epoch: [172] [480/610] learning_rate: 0.114545 loss_vfl: 0.836105 loss_bbox: 0.285804 loss_dfl: 0.181621 loss: 1.311848 eta: 1 day, 18:22:21 batch_cost: 1.9700 data_cost: 0.0010 ips: 24.3657 images/s [10/25 16:42:42] ppdet.engine INFO: Epoch: [172] [500/610] learning_rate: 0.114495 loss_vfl: 0.849289 loss_bbox: 0.285314 loss_dfl: 0.187988 loss: 1.321457 eta: 1 day, 18:21:41 batch_cost: 1.9603 data_cost: 0.0011 ips: 24.4864 images/s [10/25 16:43:26] ppdet.engine INFO: Epoch: [172] [520/610] learning_rate: 0.114445 loss_vfl: 0.823112 loss_bbox: 0.284139 loss_dfl: 0.187413 loss: 1.267901 eta: 1 day, 18:21:02 batch_cost: 1.9843 data_cost: 0.0011 ips: 24.1900 images/s [10/25 16:44:08] ppdet.engine INFO: Epoch: [172] [540/610] learning_rate: 0.114395 loss_vfl: 0.828033 loss_bbox: 0.291293 loss_dfl: 0.188136 loss: 1.303485 eta: 1 day, 18:20:22 batch_cost: 1.9214 data_cost: 0.0011 ips: 24.9820 images/s [10/25 16:44:52] ppdet.engine INFO: Epoch: [172] [560/610] learning_rate: 0.114345 loss_vfl: 0.821092 loss_bbox: 0.286662 loss_dfl: 0.188543 loss: 1.301370 eta: 1 day, 18:19:43 batch_cost: 1.9462 data_cost: 0.0010 ips: 24.6630 images/s [10/25 16:45:35] ppdet.engine INFO: Epoch: [172] [580/610] learning_rate: 0.114295 loss_vfl: 0.827129 loss_bbox: 0.257563 loss_dfl: 0.176782 loss: 1.267478 eta: 1 day, 18:19:03 batch_cost: 1.9597 data_cost: 0.0011 ips: 24.4939 images/s [10/25 16:46:17] ppdet.engine INFO: Epoch: [172] [600/610] learning_rate: 0.114245 loss_vfl: 0.812166 loss_bbox: 0.289828 loss_dfl: 0.186128 loss: 1.288253 eta: 1 day, 18:18:23 batch_cost: 1.8866 data_cost: 0.0012 ips: 25.4421 images/s [10/25 16:46:48] ppdet.engine INFO: Epoch: [173] [ 0/610] learning_rate: 0.114220 loss_vfl: 0.820121 loss_bbox: 0.287818 loss_dfl: 0.186176 loss: 1.302286 eta: 1 day, 18:18:09 batch_cost: 2.2748 data_cost: 0.2370 ips: 21.1005 images/s [10/25 16:47:35] ppdet.engine INFO: Epoch: [173] [ 20/610] learning_rate: 0.114170 loss_vfl: 0.835492 loss_bbox: 0.293201 loss_dfl: 0.194406 loss: 1.322726 eta: 1 day, 18:17:31 batch_cost: 2.1022 data_cost: 0.0011 ips: 22.8332 images/s [10/25 16:48:19] ppdet.engine INFO: Epoch: [173] [ 40/610] learning_rate: 0.114120 loss_vfl: 0.827959 loss_bbox: 0.281605 loss_dfl: 0.188120 loss: 1.277595 eta: 1 day, 18:16:53 batch_cost: 2.0606 data_cost: 0.0011 ips: 23.2938 images/s [10/25 16:49:03] ppdet.engine INFO: Epoch: [173] [ 60/610] learning_rate: 0.114070 loss_vfl: 0.794999 loss_bbox: 0.286384 loss_dfl: 0.185654 loss: 1.287830 eta: 1 day, 18:16:14 batch_cost: 1.9375 data_cost: 0.0010 ips: 24.7747 images/s [10/25 16:49:46] ppdet.engine INFO: Epoch: [173] [ 80/610] learning_rate: 0.114020 loss_vfl: 0.810279 loss_bbox: 0.253289 loss_dfl: 0.175854 loss: 1.267395 eta: 1 day, 18:15:34 batch_cost: 1.9530 data_cost: 0.0011 ips: 24.5778 images/s [10/25 16:50:29] ppdet.engine INFO: Epoch: [173] [100/610] learning_rate: 0.113970 loss_vfl: 0.821091 loss_bbox: 0.297550 loss_dfl: 0.200612 loss: 1.319750 eta: 1 day, 18:14:55 batch_cost: 1.9544 data_cost: 0.0011 ips: 24.5600 images/s [10/25 16:51:12] ppdet.engine INFO: Epoch: [173] [120/610] learning_rate: 0.113920 loss_vfl: 0.812199 loss_bbox: 0.288585 loss_dfl: 0.193497 loss: 1.283169 eta: 1 day, 18:14:15 batch_cost: 1.9124 data_cost: 0.0011 ips: 25.0996 images/s [10/25 16:51:55] ppdet.engine INFO: Epoch: [173] [140/610] learning_rate: 0.113870 loss_vfl: 0.828548 loss_bbox: 0.275178 loss_dfl: 0.183637 loss: 1.288974 eta: 1 day, 18:13:35 batch_cost: 1.9447 data_cost: 0.0010 ips: 24.6827 images/s [10/25 16:52:38] ppdet.engine INFO: Epoch: [173] [160/610] learning_rate: 0.113820 loss_vfl: 0.826601 loss_bbox: 0.289044 loss_dfl: 0.200255 loss: 1.329598 eta: 1 day, 18:12:56 batch_cost: 1.9811 data_cost: 0.0010 ips: 24.2289 images/s [10/25 16:53:21] ppdet.engine INFO: Epoch: [173] [180/610] learning_rate: 0.113770 loss_vfl: 0.834174 loss_bbox: 0.282352 loss_dfl: 0.184359 loss: 1.296149 eta: 1 day, 18:12:16 batch_cost: 1.9531 data_cost: 0.0011 ips: 24.5765 images/s [10/25 16:54:05] ppdet.engine INFO: Epoch: [173] [200/610] learning_rate: 0.113720 loss_vfl: 0.799956 loss_bbox: 0.301220 loss_dfl: 0.193324 loss: 1.302318 eta: 1 day, 18:11:37 batch_cost: 1.9920 data_cost: 0.0011 ips: 24.0962 images/s [10/25 16:54:48] ppdet.engine INFO: Epoch: [173] [220/610] learning_rate: 0.113670 loss_vfl: 0.838805 loss_bbox: 0.291042 loss_dfl: 0.195204 loss: 1.316022 eta: 1 day, 18:10:58 batch_cost: 1.9461 data_cost: 0.0011 ips: 24.6646 images/s [10/25 16:55:32] ppdet.engine INFO: Epoch: [173] [240/610] learning_rate: 0.113620 loss_vfl: 0.812853 loss_bbox: 0.275718 loss_dfl: 0.183056 loss: 1.291418 eta: 1 day, 18:10:19 batch_cost: 1.9853 data_cost: 0.0012 ips: 24.1779 images/s [10/25 16:56:16] ppdet.engine INFO: Epoch: [173] [260/610] learning_rate: 0.113570 loss_vfl: 0.824632 loss_bbox: 0.293570 loss_dfl: 0.195529 loss: 1.299587 eta: 1 day, 18:09:40 batch_cost: 2.0136 data_cost: 0.0010 ips: 23.8375 images/s [10/25 16:57:00] ppdet.engine INFO: Epoch: [173] [280/610] learning_rate: 0.113520 loss_vfl: 0.804599 loss_bbox: 0.283571 loss_dfl: 0.187473 loss: 1.289882 eta: 1 day, 18:09:01 batch_cost: 2.0089 data_cost: 0.0010 ips: 23.8942 images/s [10/25 16:57:42] ppdet.engine INFO: Epoch: [173] [300/610] learning_rate: 0.113470 loss_vfl: 0.790473 loss_bbox: 0.282254 loss_dfl: 0.188630 loss: 1.303884 eta: 1 day, 18:08:21 batch_cost: 1.9154 data_cost: 0.0011 ips: 25.0600 images/s [10/25 16:58:26] ppdet.engine INFO: Epoch: [173] [320/610] learning_rate: 0.113420 loss_vfl: 0.827534 loss_bbox: 0.282518 loss_dfl: 0.186797 loss: 1.303405 eta: 1 day, 18:07:42 batch_cost: 1.9526 data_cost: 0.0010 ips: 24.5829 images/s [10/25 16:59:09] ppdet.engine INFO: Epoch: [173] [340/610] learning_rate: 0.113370 loss_vfl: 0.806164 loss_bbox: 0.306306 loss_dfl: 0.192836 loss: 1.306419 eta: 1 day, 18:07:02 batch_cost: 1.9338 data_cost: 0.0010 ips: 24.8213 images/s [10/25 16:59:53] ppdet.engine INFO: Epoch: [173] [360/610] learning_rate: 0.113320 loss_vfl: 0.824927 loss_bbox: 0.295828 loss_dfl: 0.189757 loss: 1.282068 eta: 1 day, 18:06:23 batch_cost: 1.9944 data_cost: 0.0010 ips: 24.0674 images/s [10/25 17:00:36] ppdet.engine INFO: Epoch: [173] [380/610] learning_rate: 0.113270 loss_vfl: 0.811068 loss_bbox: 0.280860 loss_dfl: 0.189017 loss: 1.289366 eta: 1 day, 18:05:44 batch_cost: 1.9655 data_cost: 0.0011 ips: 24.4213 images/s [10/25 17:01:20] ppdet.engine INFO: Epoch: [173] [400/610] learning_rate: 0.113221 loss_vfl: 0.841937 loss_bbox: 0.272190 loss_dfl: 0.181468 loss: 1.302175 eta: 1 day, 18:05:05 batch_cost: 1.9606 data_cost: 0.0010 ips: 24.4822 images/s [10/25 17:02:03] ppdet.engine INFO: Epoch: [173] [420/610] learning_rate: 0.113171 loss_vfl: 0.835394 loss_bbox: 0.288455 loss_dfl: 0.194444 loss: 1.316343 eta: 1 day, 18:04:25 batch_cost: 1.9754 data_cost: 0.0011 ips: 24.2987 images/s [10/25 17:02:47] ppdet.engine INFO: Epoch: [173] [440/610] learning_rate: 0.113121 loss_vfl: 0.851434 loss_bbox: 0.283246 loss_dfl: 0.193432 loss: 1.314893 eta: 1 day, 18:03:46 batch_cost: 1.9831 data_cost: 0.0011 ips: 24.2042 images/s [10/25 17:03:31] ppdet.engine INFO: Epoch: [173] [460/610] learning_rate: 0.113071 loss_vfl: 0.826250 loss_bbox: 0.275518 loss_dfl: 0.186060 loss: 1.297809 eta: 1 day, 18:03:07 batch_cost: 1.9783 data_cost: 0.0011 ips: 24.2629 images/s [10/25 17:04:14] ppdet.engine INFO: Epoch: [173] [480/610] learning_rate: 0.113021 loss_vfl: 0.806890 loss_bbox: 0.278047 loss_dfl: 0.184699 loss: 1.262770 eta: 1 day, 18:02:28 batch_cost: 1.9755 data_cost: 0.0010 ips: 24.2976 images/s [10/25 17:04:57] ppdet.engine INFO: Epoch: [173] [500/610] learning_rate: 0.112971 loss_vfl: 0.845647 loss_bbox: 0.280941 loss_dfl: 0.186335 loss: 1.317193 eta: 1 day, 18:01:49 batch_cost: 1.9771 data_cost: 0.0011 ips: 24.2781 images/s [10/25 17:05:40] ppdet.engine INFO: Epoch: [173] [520/610] learning_rate: 0.112921 loss_vfl: 0.815506 loss_bbox: 0.280129 loss_dfl: 0.188493 loss: 1.290684 eta: 1 day, 18:01:09 batch_cost: 1.9566 data_cost: 0.0010 ips: 24.5325 images/s [10/25 17:06:23] ppdet.engine INFO: Epoch: [173] [540/610] learning_rate: 0.112871 loss_vfl: 0.843463 loss_bbox: 0.269165 loss_dfl: 0.188771 loss: 1.291757 eta: 1 day, 18:00:30 batch_cost: 1.9429 data_cost: 0.0010 ips: 24.7059 images/s [10/25 17:07:08] ppdet.engine INFO: Epoch: [173] [560/610] learning_rate: 0.112821 loss_vfl: 0.825385 loss_bbox: 0.304465 loss_dfl: 0.194601 loss: 1.319943 eta: 1 day, 17:59:51 batch_cost: 2.0293 data_cost: 0.0010 ips: 23.6536 images/s [10/25 17:07:51] ppdet.engine INFO: Epoch: [173] [580/610] learning_rate: 0.112771 loss_vfl: 0.825492 loss_bbox: 0.298510 loss_dfl: 0.195837 loss: 1.304752 eta: 1 day, 17:59:12 batch_cost: 1.9542 data_cost: 0.0011 ips: 24.5631 images/s [10/25 17:08:33] ppdet.engine INFO: Epoch: [173] [600/610] learning_rate: 0.112721 loss_vfl: 0.827278 loss_bbox: 0.281648 loss_dfl: 0.189129 loss: 1.305499 eta: 1 day, 17:58:32 batch_cost: 1.9218 data_cost: 0.0011 ips: 24.9760 images/s [10/25 17:09:06] ppdet.engine INFO: Epoch: [174] [ 0/610] learning_rate: 0.112697 loss_vfl: 0.823293 loss_bbox: 0.302301 loss_dfl: 0.196686 loss: 1.320212 eta: 1 day, 17:58:19 batch_cost: 2.3697 data_cost: 0.2927 ips: 20.2560 images/s [10/25 17:09:52] ppdet.engine INFO: Epoch: [174] [ 20/610] learning_rate: 0.112647 loss_vfl: 0.792239 loss_bbox: 0.280843 loss_dfl: 0.184227 loss: 1.278771 eta: 1 day, 17:57:41 batch_cost: 2.0744 data_cost: 0.0013 ips: 23.1397 images/s [10/25 17:10:37] ppdet.engine INFO: Epoch: [174] [ 40/610] learning_rate: 0.112597 loss_vfl: 0.798034 loss_bbox: 0.284690 loss_dfl: 0.187396 loss: 1.285167 eta: 1 day, 17:57:03 batch_cost: 2.0363 data_cost: 0.0011 ips: 23.5727 images/s [10/25 17:11:21] ppdet.engine INFO: Epoch: [174] [ 60/610] learning_rate: 0.112547 loss_vfl: 0.808235 loss_bbox: 0.278759 loss_dfl: 0.186178 loss: 1.288741 eta: 1 day, 17:56:24 batch_cost: 1.9873 data_cost: 0.0011 ips: 24.1530 images/s [10/25 17:12:04] ppdet.engine INFO: Epoch: [174] [ 80/610] learning_rate: 0.112497 loss_vfl: 0.813017 loss_bbox: 0.288458 loss_dfl: 0.179914 loss: 1.285303 eta: 1 day, 17:55:45 batch_cost: 1.9687 data_cost: 0.0010 ips: 24.3822 images/s [10/25 17:12:47] ppdet.engine INFO: Epoch: [174] [100/610] learning_rate: 0.112447 loss_vfl: 0.813750 loss_bbox: 0.276518 loss_dfl: 0.185938 loss: 1.296939 eta: 1 day, 17:55:05 batch_cost: 1.9553 data_cost: 0.0011 ips: 24.5482 images/s [10/25 17:13:31] ppdet.engine INFO: Epoch: [174] [120/610] learning_rate: 0.112397 loss_vfl: 0.821361 loss_bbox: 0.265794 loss_dfl: 0.183720 loss: 1.262792 eta: 1 day, 17:54:26 batch_cost: 1.9661 data_cost: 0.0011 ips: 24.4141 images/s [10/25 17:14:14] ppdet.engine INFO: Epoch: [174] [140/610] learning_rate: 0.112347 loss_vfl: 0.823752 loss_bbox: 0.272994 loss_dfl: 0.192434 loss: 1.295443 eta: 1 day, 17:53:46 batch_cost: 1.9643 data_cost: 0.0010 ips: 24.4364 images/s [10/25 17:14:56] ppdet.engine INFO: Epoch: [174] [160/610] learning_rate: 0.112298 loss_vfl: 0.832071 loss_bbox: 0.263426 loss_dfl: 0.189018 loss: 1.291285 eta: 1 day, 17:53:06 batch_cost: 1.8918 data_cost: 0.0010 ips: 25.3733 images/s [10/25 17:15:39] ppdet.engine INFO: Epoch: [174] [180/610] learning_rate: 0.112248 loss_vfl: 0.802366 loss_bbox: 0.282306 loss_dfl: 0.192639 loss: 1.283177 eta: 1 day, 17:52:27 batch_cost: 1.9760 data_cost: 0.0011 ips: 24.2920 images/s [10/25 17:16:24] ppdet.engine INFO: Epoch: [174] [200/610] learning_rate: 0.112198 loss_vfl: 0.826203 loss_bbox: 0.291681 loss_dfl: 0.194499 loss: 1.288280 eta: 1 day, 17:51:48 batch_cost: 2.0050 data_cost: 0.0011 ips: 23.9406 images/s [10/25 17:17:07] ppdet.engine INFO: Epoch: [174] [220/610] learning_rate: 0.112148 loss_vfl: 0.824027 loss_bbox: 0.270143 loss_dfl: 0.183268 loss: 1.277003 eta: 1 day, 17:51:09 batch_cost: 1.9717 data_cost: 0.0010 ips: 24.3450 images/s [10/25 17:17:52] ppdet.engine INFO: Epoch: [174] [240/610] learning_rate: 0.112098 loss_vfl: 0.816104 loss_bbox: 0.283492 loss_dfl: 0.183289 loss: 1.295798 eta: 1 day, 17:50:30 batch_cost: 2.0142 data_cost: 0.0011 ips: 23.8302 images/s [10/25 17:18:35] ppdet.engine INFO: Epoch: [174] [260/610] learning_rate: 0.112048 loss_vfl: 0.833565 loss_bbox: 0.275212 loss_dfl: 0.185237 loss: 1.303230 eta: 1 day, 17:49:51 batch_cost: 2.0000 data_cost: 0.0011 ips: 24.0006 images/s [10/25 17:19:18] ppdet.engine INFO: Epoch: [174] [280/610] learning_rate: 0.111999 loss_vfl: 0.822633 loss_bbox: 0.281953 loss_dfl: 0.190094 loss: 1.322232 eta: 1 day, 17:49:12 batch_cost: 1.9325 data_cost: 0.0011 ips: 24.8384 images/s [10/25 17:20:02] ppdet.engine INFO: Epoch: [174] [300/610] learning_rate: 0.111949 loss_vfl: 0.822579 loss_bbox: 0.302285 loss_dfl: 0.196066 loss: 1.349253 eta: 1 day, 17:48:33 batch_cost: 2.0201 data_cost: 0.0011 ips: 23.7608 images/s [10/25 17:20:46] ppdet.engine INFO: Epoch: [174] [320/610] learning_rate: 0.111899 loss_vfl: 0.846426 loss_bbox: 0.274689 loss_dfl: 0.178885 loss: 1.298308 eta: 1 day, 17:47:54 batch_cost: 1.9561 data_cost: 0.0011 ips: 24.5392 images/s [10/25 17:21:29] ppdet.engine INFO: Epoch: [174] [340/610] learning_rate: 0.111849 loss_vfl: 0.794692 loss_bbox: 0.288692 loss_dfl: 0.191273 loss: 1.265738 eta: 1 day, 17:47:14 batch_cost: 1.9784 data_cost: 0.0011 ips: 24.2616 images/s [10/25 17:22:13] ppdet.engine INFO: Epoch: [174] [360/610] learning_rate: 0.111799 loss_vfl: 0.829107 loss_bbox: 0.272544 loss_dfl: 0.181734 loss: 1.269834 eta: 1 day, 17:46:36 batch_cost: 2.0036 data_cost: 0.0011 ips: 23.9572 images/s [10/25 17:22:57] ppdet.engine INFO: Epoch: [174] [380/610] learning_rate: 0.111750 loss_vfl: 0.824287 loss_bbox: 0.278281 loss_dfl: 0.192009 loss: 1.299766 eta: 1 day, 17:45:56 batch_cost: 1.9402 data_cost: 0.0011 ips: 24.7397 images/s [10/25 17:23:40] ppdet.engine INFO: Epoch: [174] [400/610] learning_rate: 0.111700 loss_vfl: 0.819586 loss_bbox: 0.295640 loss_dfl: 0.197653 loss: 1.313311 eta: 1 day, 17:45:17 batch_cost: 1.9584 data_cost: 0.0010 ips: 24.5097 images/s [10/25 17:24:22] ppdet.engine INFO: Epoch: [174] [420/610] learning_rate: 0.111650 loss_vfl: 0.826899 loss_bbox: 0.281928 loss_dfl: 0.184792 loss: 1.281955 eta: 1 day, 17:44:37 batch_cost: 1.9237 data_cost: 0.0010 ips: 24.9521 images/s [10/25 17:25:04] ppdet.engine INFO: Epoch: [174] [440/610] learning_rate: 0.111600 loss_vfl: 0.836115 loss_bbox: 0.306780 loss_dfl: 0.202310 loss: 1.350839 eta: 1 day, 17:43:56 batch_cost: 1.8629 data_cost: 0.0011 ips: 25.7665 images/s [10/25 17:25:48] ppdet.engine INFO: Epoch: [174] [460/610] learning_rate: 0.111550 loss_vfl: 0.807622 loss_bbox: 0.268074 loss_dfl: 0.180631 loss: 1.258531 eta: 1 day, 17:43:17 batch_cost: 1.9878 data_cost: 0.0011 ips: 24.1476 images/s [10/25 17:26:31] ppdet.engine INFO: Epoch: [174] [480/610] learning_rate: 0.111501 loss_vfl: 0.831258 loss_bbox: 0.289869 loss_dfl: 0.195218 loss: 1.327252 eta: 1 day, 17:42:37 batch_cost: 1.9499 data_cost: 0.0011 ips: 24.6161 images/s [10/25 17:27:15] ppdet.engine INFO: Epoch: [174] [500/610] learning_rate: 0.111451 loss_vfl: 0.816915 loss_bbox: 0.300859 loss_dfl: 0.187689 loss: 1.293195 eta: 1 day, 17:41:58 batch_cost: 1.9352 data_cost: 0.0011 ips: 24.8031 images/s [10/25 17:27:57] ppdet.engine INFO: Epoch: [174] [520/610] learning_rate: 0.111401 loss_vfl: 0.803070 loss_bbox: 0.275960 loss_dfl: 0.181302 loss: 1.295221 eta: 1 day, 17:41:18 batch_cost: 1.9332 data_cost: 0.0011 ips: 24.8299 images/s [10/25 17:28:41] ppdet.engine INFO: Epoch: [174] [540/610] learning_rate: 0.111351 loss_vfl: 0.816087 loss_bbox: 0.279150 loss_dfl: 0.179600 loss: 1.291178 eta: 1 day, 17:40:39 batch_cost: 1.9860 data_cost: 0.0010 ips: 24.1690 images/s [10/25 17:29:25] ppdet.engine INFO: Epoch: [174] [560/610] learning_rate: 0.111302 loss_vfl: 0.833820 loss_bbox: 0.294054 loss_dfl: 0.190491 loss: 1.295577 eta: 1 day, 17:39:59 batch_cost: 1.9606 data_cost: 0.0010 ips: 24.4828 images/s [10/25 17:30:08] ppdet.engine INFO: Epoch: [174] [580/610] learning_rate: 0.111252 loss_vfl: 0.839986 loss_bbox: 0.277119 loss_dfl: 0.186884 loss: 1.311467 eta: 1 day, 17:39:20 batch_cost: 1.9800 data_cost: 0.0011 ips: 24.2429 images/s [10/25 17:30:51] ppdet.engine INFO: Epoch: [174] [600/610] learning_rate: 0.111202 loss_vfl: 0.829671 loss_bbox: 0.294017 loss_dfl: 0.194152 loss: 1.318802 eta: 1 day, 17:38:40 batch_cost: 1.9359 data_cost: 0.0011 ips: 24.7950 images/s [10/25 17:31:25] ppdet.engine INFO: Epoch: [175] [ 0/610] learning_rate: 0.111177 loss_vfl: 0.842716 loss_bbox: 0.280592 loss_dfl: 0.185804 loss: 1.301916 eta: 1 day, 17:38:28 batch_cost: 2.4378 data_cost: 0.2262 ips: 19.6901 images/s [10/25 17:32:10] ppdet.engine INFO: Epoch: [175] [ 20/610] learning_rate: 0.111127 loss_vfl: 0.809028 loss_bbox: 0.272827 loss_dfl: 0.182229 loss: 1.274903 eta: 1 day, 17:37:49 batch_cost: 1.9990 data_cost: 0.0011 ips: 24.0116 images/s [10/25 17:32:54] ppdet.engine INFO: Epoch: [175] [ 40/610] learning_rate: 0.111078 loss_vfl: 0.813585 loss_bbox: 0.279749 loss_dfl: 0.191005 loss: 1.298068 eta: 1 day, 17:37:10 batch_cost: 1.9604 data_cost: 0.0011 ips: 24.4852 images/s [10/25 17:33:38] ppdet.engine INFO: Epoch: [175] [ 60/610] learning_rate: 0.111028 loss_vfl: 0.817016 loss_bbox: 0.284580 loss_dfl: 0.180543 loss: 1.287516 eta: 1 day, 17:36:31 batch_cost: 2.0091 data_cost: 0.0010 ips: 23.8910 images/s [10/25 17:34:21] ppdet.engine INFO: Epoch: [175] [ 80/610] learning_rate: 0.110978 loss_vfl: 0.824855 loss_bbox: 0.290040 loss_dfl: 0.189139 loss: 1.300677 eta: 1 day, 17:35:52 batch_cost: 1.9639 data_cost: 0.0011 ips: 24.4412 images/s [10/25 17:35:04] ppdet.engine INFO: Epoch: [175] [100/610] learning_rate: 0.110928 loss_vfl: 0.825194 loss_bbox: 0.276631 loss_dfl: 0.183813 loss: 1.282779 eta: 1 day, 17:35:13 batch_cost: 1.9697 data_cost: 0.0011 ips: 24.3688 images/s [10/25 17:35:48] ppdet.engine INFO: Epoch: [175] [120/610] learning_rate: 0.110879 loss_vfl: 0.826089 loss_bbox: 0.283616 loss_dfl: 0.187475 loss: 1.292617 eta: 1 day, 17:34:34 batch_cost: 1.9955 data_cost: 0.0011 ips: 24.0544 images/s [10/25 17:36:31] ppdet.engine INFO: Epoch: [175] [140/610] learning_rate: 0.110829 loss_vfl: 0.817453 loss_bbox: 0.291828 loss_dfl: 0.197975 loss: 1.308595 eta: 1 day, 17:33:54 batch_cost: 1.9350 data_cost: 0.0011 ips: 24.8063 images/s [10/25 17:37:16] ppdet.engine INFO: Epoch: [175] [160/610] learning_rate: 0.110779 loss_vfl: 0.844843 loss_bbox: 0.280604 loss_dfl: 0.185778 loss: 1.301513 eta: 1 day, 17:33:16 batch_cost: 2.0279 data_cost: 0.0010 ips: 23.6695 images/s [10/25 17:37:59] ppdet.engine INFO: Epoch: [175] [180/610] learning_rate: 0.110730 loss_vfl: 0.824571 loss_bbox: 0.292770 loss_dfl: 0.187646 loss: 1.311338 eta: 1 day, 17:32:37 batch_cost: 1.9985 data_cost: 0.0010 ips: 24.0178 images/s [10/25 17:38:44] ppdet.engine INFO: Epoch: [175] [200/610] learning_rate: 0.110680 loss_vfl: 0.815125 loss_bbox: 0.296115 loss_dfl: 0.192876 loss: 1.297560 eta: 1 day, 17:31:58 batch_cost: 2.0225 data_cost: 0.0011 ips: 23.7327 images/s [10/25 17:39:28] ppdet.engine INFO: Epoch: [175] [220/610] learning_rate: 0.110630 loss_vfl: 0.828671 loss_bbox: 0.298305 loss_dfl: 0.190122 loss: 1.322345 eta: 1 day, 17:31:19 batch_cost: 2.0017 data_cost: 0.0011 ips: 23.9801 images/s [10/25 17:40:11] ppdet.engine INFO: Epoch: [175] [240/610] learning_rate: 0.110581 loss_vfl: 0.816036 loss_bbox: 0.286074 loss_dfl: 0.186356 loss: 1.282383 eta: 1 day, 17:30:40 batch_cost: 1.9539 data_cost: 0.0011 ips: 24.5664 images/s [10/25 17:40:55] ppdet.engine INFO: Epoch: [175] [260/610] learning_rate: 0.110531 loss_vfl: 0.831218 loss_bbox: 0.282140 loss_dfl: 0.183147 loss: 1.300426 eta: 1 day, 17:30:01 batch_cost: 1.9656 data_cost: 0.0011 ips: 24.4204 images/s [10/25 17:41:38] ppdet.engine INFO: Epoch: [175] [280/610] learning_rate: 0.110481 loss_vfl: 0.822975 loss_bbox: 0.279287 loss_dfl: 0.191832 loss: 1.295679 eta: 1 day, 17:29:21 batch_cost: 1.9534 data_cost: 0.0010 ips: 24.5723 images/s [10/25 17:42:22] ppdet.engine INFO: Epoch: [175] [300/610] learning_rate: 0.110431 loss_vfl: 0.818314 loss_bbox: 0.294580 loss_dfl: 0.196196 loss: 1.304193 eta: 1 day, 17:28:42 batch_cost: 1.9562 data_cost: 0.0011 ips: 24.5376 images/s [10/25 17:43:06] ppdet.engine INFO: Epoch: [175] [320/610] learning_rate: 0.110382 loss_vfl: 0.817986 loss_bbox: 0.261979 loss_dfl: 0.180768 loss: 1.270048 eta: 1 day, 17:28:02 batch_cost: 1.9554 data_cost: 0.0011 ips: 24.5479 images/s [10/25 17:43:50] ppdet.engine INFO: Epoch: [175] [340/610] learning_rate: 0.110332 loss_vfl: 0.814966 loss_bbox: 0.312634 loss_dfl: 0.194530 loss: 1.319482 eta: 1 day, 17:27:24 batch_cost: 2.0300 data_cost: 0.0011 ips: 23.6452 images/s [10/25 17:44:33] ppdet.engine INFO: Epoch: [175] [360/610] learning_rate: 0.110282 loss_vfl: 0.834383 loss_bbox: 0.283121 loss_dfl: 0.185328 loss: 1.300651 eta: 1 day, 17:26:44 batch_cost: 1.9134 data_cost: 0.0011 ips: 25.0861 images/s [10/25 17:45:16] ppdet.engine INFO: Epoch: [175] [380/610] learning_rate: 0.110233 loss_vfl: 0.824523 loss_bbox: 0.280082 loss_dfl: 0.190113 loss: 1.304877 eta: 1 day, 17:26:04 batch_cost: 1.9727 data_cost: 0.0011 ips: 24.3322 images/s [10/25 17:46:00] ppdet.engine INFO: Epoch: [175] [400/610] learning_rate: 0.110183 loss_vfl: 0.837982 loss_bbox: 0.286085 loss_dfl: 0.188868 loss: 1.316597 eta: 1 day, 17:25:25 batch_cost: 1.9681 data_cost: 0.0011 ips: 24.3895 images/s [10/25 17:46:43] ppdet.engine INFO: Epoch: [175] [420/610] learning_rate: 0.110133 loss_vfl: 0.825277 loss_bbox: 0.288201 loss_dfl: 0.185280 loss: 1.299347 eta: 1 day, 17:24:46 batch_cost: 1.9812 data_cost: 0.0010 ips: 24.2283 images/s [10/25 17:47:27] ppdet.engine INFO: Epoch: [175] [440/610] learning_rate: 0.110084 loss_vfl: 0.822005 loss_bbox: 0.276907 loss_dfl: 0.189827 loss: 1.294222 eta: 1 day, 17:24:07 batch_cost: 2.0015 data_cost: 0.0011 ips: 23.9818 images/s [10/25 17:48:10] ppdet.engine INFO: Epoch: [175] [460/610] learning_rate: 0.110034 loss_vfl: 0.815548 loss_bbox: 0.295675 loss_dfl: 0.185002 loss: 1.329858 eta: 1 day, 17:23:28 batch_cost: 1.9574 data_cost: 0.0010 ips: 24.5222 images/s [10/25 17:48:55] ppdet.engine INFO: Epoch: [175] [480/610] learning_rate: 0.109985 loss_vfl: 0.824768 loss_bbox: 0.288740 loss_dfl: 0.196183 loss: 1.297962 eta: 1 day, 17:22:49 batch_cost: 2.0394 data_cost: 0.0011 ips: 23.5362 images/s [10/25 17:49:39] ppdet.engine INFO: Epoch: [175] [500/610] learning_rate: 0.109935 loss_vfl: 0.815436 loss_bbox: 0.299148 loss_dfl: 0.190406 loss: 1.299440 eta: 1 day, 17:22:11 batch_cost: 2.0064 data_cost: 0.0011 ips: 23.9229 images/s [10/25 17:50:23] ppdet.engine INFO: Epoch: [175] [520/610] learning_rate: 0.109885 loss_vfl: 0.808704 loss_bbox: 0.295986 loss_dfl: 0.188948 loss: 1.280884 eta: 1 day, 17:21:31 batch_cost: 1.9516 data_cost: 0.0011 ips: 24.5953 images/s [10/25 17:51:05] ppdet.engine INFO: Epoch: [175] [540/610] learning_rate: 0.109836 loss_vfl: 0.843416 loss_bbox: 0.281989 loss_dfl: 0.186523 loss: 1.313346 eta: 1 day, 17:20:52 batch_cost: 1.9428 data_cost: 0.0012 ips: 24.7070 images/s [10/25 17:51:49] ppdet.engine INFO: Epoch: [175] [560/610] learning_rate: 0.109786 loss_vfl: 0.814426 loss_bbox: 0.297119 loss_dfl: 0.197851 loss: 1.311163 eta: 1 day, 17:20:13 batch_cost: 1.9964 data_cost: 0.0011 ips: 24.0431 images/s [10/25 17:52:32] ppdet.engine INFO: Epoch: [175] [580/610] learning_rate: 0.109736 loss_vfl: 0.815823 loss_bbox: 0.285152 loss_dfl: 0.191163 loss: 1.313514 eta: 1 day, 17:19:33 batch_cost: 1.9432 data_cost: 0.0011 ips: 24.7018 images/s [10/25 17:53:14] ppdet.engine INFO: Epoch: [175] [600/610] learning_rate: 0.109687 loss_vfl: 0.827592 loss_bbox: 0.287761 loss_dfl: 0.190028 loss: 1.291462 eta: 1 day, 17:18:53 batch_cost: 1.9154 data_cost: 0.0011 ips: 25.0606 images/s [10/25 17:53:46] ppdet.engine INFO: Epoch: [176] [ 0/610] learning_rate: 0.109662 loss_vfl: 0.837444 loss_bbox: 0.299939 loss_dfl: 0.196940 loss: 1.291462 eta: 1 day, 17:18:39 batch_cost: 2.3185 data_cost: 0.3001 ips: 20.7033 images/s [10/25 17:54:32] ppdet.engine INFO: Epoch: [176] [ 20/610] learning_rate: 0.109612 loss_vfl: 0.828182 loss_bbox: 0.273975 loss_dfl: 0.182761 loss: 1.294265 eta: 1 day, 17:18:00 batch_cost: 1.9903 data_cost: 0.0012 ips: 24.1173 images/s [10/25 17:55:16] ppdet.engine INFO: Epoch: [176] [ 40/610] learning_rate: 0.109563 loss_vfl: 0.826966 loss_bbox: 0.305026 loss_dfl: 0.196829 loss: 1.290505 eta: 1 day, 17:17:21 batch_cost: 1.9999 data_cost: 0.0011 ips: 24.0014 images/s [10/25 17:55:59] ppdet.engine INFO: Epoch: [176] [ 60/610] learning_rate: 0.109513 loss_vfl: 0.806090 loss_bbox: 0.274743 loss_dfl: 0.187885 loss: 1.286511 eta: 1 day, 17:16:42 batch_cost: 1.9567 data_cost: 0.0010 ips: 24.5307 images/s [10/25 17:56:41] ppdet.engine INFO: Epoch: [176] [ 80/610] learning_rate: 0.109464 loss_vfl: 0.818579 loss_bbox: 0.279835 loss_dfl: 0.184387 loss: 1.288244 eta: 1 day, 17:16:01 batch_cost: 1.8879 data_cost: 0.0011 ips: 25.4249 images/s [10/25 17:57:25] ppdet.engine INFO: Epoch: [176] [100/610] learning_rate: 0.109414 loss_vfl: 0.799904 loss_bbox: 0.279441 loss_dfl: 0.187228 loss: 1.252281 eta: 1 day, 17:15:23 batch_cost: 2.0166 data_cost: 0.0011 ips: 23.8029 images/s [10/25 17:58:08] ppdet.engine INFO: Epoch: [176] [120/610] learning_rate: 0.109364 loss_vfl: 0.831862 loss_bbox: 0.279763 loss_dfl: 0.185412 loss: 1.286424 eta: 1 day, 17:14:43 batch_cost: 1.9344 data_cost: 0.0011 ips: 24.8140 images/s [10/25 17:58:52] ppdet.engine INFO: Epoch: [176] [140/610] learning_rate: 0.109315 loss_vfl: 0.812448 loss_bbox: 0.273798 loss_dfl: 0.176826 loss: 1.276410 eta: 1 day, 17:14:03 batch_cost: 1.9636 data_cost: 0.0010 ips: 24.4451 images/s [10/25 17:59:34] ppdet.engine INFO: Epoch: [176] [160/610] learning_rate: 0.109265 loss_vfl: 0.820495 loss_bbox: 0.280376 loss_dfl: 0.181554 loss: 1.256910 eta: 1 day, 17:13:24 batch_cost: 1.9222 data_cost: 0.0011 ips: 24.9711 images/s [10/25 18:00:18] ppdet.engine INFO: Epoch: [176] [180/610] learning_rate: 0.109216 loss_vfl: 0.824512 loss_bbox: 0.262164 loss_dfl: 0.182180 loss: 1.264529 eta: 1 day, 17:12:45 batch_cost: 1.9976 data_cost: 0.0010 ips: 24.0289 images/s [10/25 18:01:03] ppdet.engine INFO: Epoch: [176] [200/610] learning_rate: 0.109166 loss_vfl: 0.833586 loss_bbox: 0.275618 loss_dfl: 0.184389 loss: 1.303120 eta: 1 day, 17:12:05 batch_cost: 1.9657 data_cost: 0.0010 ips: 24.4183 images/s [10/25 18:01:46] ppdet.engine INFO: Epoch: [176] [220/610] learning_rate: 0.109117 loss_vfl: 0.814508 loss_bbox: 0.281641 loss_dfl: 0.190662 loss: 1.287666 eta: 1 day, 17:11:26 batch_cost: 1.9825 data_cost: 0.0048 ips: 24.2121 images/s [10/25 18:02:28] ppdet.engine INFO: Epoch: [176] [240/610] learning_rate: 0.109067 loss_vfl: 0.817540 loss_bbox: 0.284081 loss_dfl: 0.188215 loss: 1.286540 eta: 1 day, 17:10:46 batch_cost: 1.8927 data_cost: 0.0011 ips: 25.3612 images/s [10/25 18:03:11] ppdet.engine INFO: Epoch: [176] [260/610] learning_rate: 0.109018 loss_vfl: 0.839669 loss_bbox: 0.292788 loss_dfl: 0.197111 loss: 1.342407 eta: 1 day, 17:10:07 batch_cost: 1.9637 data_cost: 0.0011 ips: 24.4441 images/s [10/25 18:03:55] ppdet.engine INFO: Epoch: [176] [280/610] learning_rate: 0.108968 loss_vfl: 0.834229 loss_bbox: 0.299019 loss_dfl: 0.190112 loss: 1.349039 eta: 1 day, 17:09:28 batch_cost: 1.9989 data_cost: 0.0010 ips: 24.0131 images/s [10/25 18:04:39] ppdet.engine INFO: Epoch: [176] [300/610] learning_rate: 0.108919 loss_vfl: 0.826668 loss_bbox: 0.272142 loss_dfl: 0.185885 loss: 1.294247 eta: 1 day, 17:08:49 batch_cost: 1.9880 data_cost: 0.0011 ips: 24.1449 images/s [10/25 18:05:23] ppdet.engine INFO: Epoch: [176] [320/610] learning_rate: 0.108869 loss_vfl: 0.804160 loss_bbox: 0.273746 loss_dfl: 0.177335 loss: 1.262680 eta: 1 day, 17:08:10 batch_cost: 1.9820 data_cost: 0.0011 ips: 24.2174 images/s [10/25 18:06:08] ppdet.engine INFO: Epoch: [176] [340/610] learning_rate: 0.108819 loss_vfl: 0.829688 loss_bbox: 0.283728 loss_dfl: 0.190961 loss: 1.294878 eta: 1 day, 17:07:31 batch_cost: 1.9906 data_cost: 0.0010 ips: 24.1135 images/s [10/25 18:06:51] ppdet.engine INFO: Epoch: [176] [360/610] learning_rate: 0.108770 loss_vfl: 0.828316 loss_bbox: 0.277670 loss_dfl: 0.190804 loss: 1.309976 eta: 1 day, 17:06:51 batch_cost: 1.9506 data_cost: 0.0010 ips: 24.6075 images/s [10/25 18:07:34] ppdet.engine INFO: Epoch: [176] [380/610] learning_rate: 0.108720 loss_vfl: 0.813684 loss_bbox: 0.287546 loss_dfl: 0.193975 loss: 1.288731 eta: 1 day, 17:06:11 batch_cost: 1.9295 data_cost: 0.0011 ips: 24.8774 images/s [10/25 18:08:17] ppdet.engine INFO: Epoch: [176] [400/610] learning_rate: 0.108671 loss_vfl: 0.839347 loss_bbox: 0.281654 loss_dfl: 0.189516 loss: 1.302016 eta: 1 day, 17:05:32 batch_cost: 1.9585 data_cost: 0.0011 ips: 24.5091 images/s [10/25 18:09:00] ppdet.engine INFO: Epoch: [176] [420/610] learning_rate: 0.108621 loss_vfl: 0.809868 loss_bbox: 0.277986 loss_dfl: 0.184159 loss: 1.268477 eta: 1 day, 17:04:52 batch_cost: 1.9432 data_cost: 0.0010 ips: 24.7015 images/s [10/25 18:09:44] ppdet.engine INFO: Epoch: [176] [440/610] learning_rate: 0.108572 loss_vfl: 0.816705 loss_bbox: 0.300186 loss_dfl: 0.192696 loss: 1.310014 eta: 1 day, 17:04:14 batch_cost: 2.0276 data_cost: 0.0010 ips: 23.6732 images/s [10/25 18:10:28] ppdet.engine INFO: Epoch: [176] [460/610] learning_rate: 0.108522 loss_vfl: 0.796833 loss_bbox: 0.276403 loss_dfl: 0.179720 loss: 1.254200 eta: 1 day, 17:03:35 batch_cost: 1.9933 data_cost: 0.0011 ips: 24.0802 images/s [10/25 18:11:12] ppdet.engine INFO: Epoch: [176] [480/610] learning_rate: 0.108473 loss_vfl: 0.839503 loss_bbox: 0.283119 loss_dfl: 0.188427 loss: 1.326120 eta: 1 day, 17:02:55 batch_cost: 1.9663 data_cost: 0.0011 ips: 24.4110 images/s [10/25 18:11:57] ppdet.engine INFO: Epoch: [176] [500/610] learning_rate: 0.108423 loss_vfl: 0.824190 loss_bbox: 0.303162 loss_dfl: 0.199187 loss: 1.331946 eta: 1 day, 17:02:16 batch_cost: 1.9715 data_cost: 0.0011 ips: 24.3469 images/s [10/25 18:12:40] ppdet.engine INFO: Epoch: [176] [520/610] learning_rate: 0.108374 loss_vfl: 0.828140 loss_bbox: 0.264042 loss_dfl: 0.178987 loss: 1.292758 eta: 1 day, 17:01:37 batch_cost: 1.9705 data_cost: 0.0011 ips: 24.3598 images/s [10/25 18:13:23] ppdet.engine INFO: Epoch: [176] [540/610] learning_rate: 0.108324 loss_vfl: 0.820168 loss_bbox: 0.306122 loss_dfl: 0.193846 loss: 1.318883 eta: 1 day, 17:00:57 batch_cost: 1.9444 data_cost: 0.0010 ips: 24.6858 images/s [10/25 18:14:07] ppdet.engine INFO: Epoch: [176] [560/610] learning_rate: 0.108275 loss_vfl: 0.811746 loss_bbox: 0.283642 loss_dfl: 0.181371 loss: 1.291069 eta: 1 day, 17:00:19 batch_cost: 2.0095 data_cost: 0.0010 ips: 23.8869 images/s [10/25 18:14:51] ppdet.engine INFO: Epoch: [176] [580/610] learning_rate: 0.108226 loss_vfl: 0.815945 loss_bbox: 0.275776 loss_dfl: 0.184134 loss: 1.297464 eta: 1 day, 16:59:39 batch_cost: 1.9329 data_cost: 0.0010 ips: 24.8332 images/s [10/25 18:15:32] ppdet.engine INFO: Epoch: [176] [600/610] learning_rate: 0.108176 loss_vfl: 0.808166 loss_bbox: 0.297747 loss_dfl: 0.204509 loss: 1.318831 eta: 1 day, 16:58:58 batch_cost: 1.8369 data_cost: 0.0011 ips: 26.1308 images/s [10/25 18:16:05] ppdet.engine INFO: Epoch: [177] [ 0/610] learning_rate: 0.108151 loss_vfl: 0.819343 loss_bbox: 0.289930 loss_dfl: 0.190848 loss: 1.290957 eta: 1 day, 16:58:45 batch_cost: 2.3591 data_cost: 0.3401 ips: 20.3465 images/s [10/25 18:16:50] ppdet.engine INFO: Epoch: [177] [ 20/610] learning_rate: 0.108102 loss_vfl: 0.791028 loss_bbox: 0.276115 loss_dfl: 0.187320 loss: 1.246306 eta: 1 day, 16:58:06 batch_cost: 2.0151 data_cost: 0.0013 ips: 23.8202 images/s [10/25 18:17:34] ppdet.engine INFO: Epoch: [177] [ 40/610] learning_rate: 0.108052 loss_vfl: 0.824957 loss_bbox: 0.275286 loss_dfl: 0.178846 loss: 1.269853 eta: 1 day, 16:57:27 batch_cost: 1.9685 data_cost: 0.0049 ips: 24.3838 images/s [10/25 18:18:17] ppdet.engine INFO: Epoch: [177] [ 60/610] learning_rate: 0.108003 loss_vfl: 0.810881 loss_bbox: 0.287388 loss_dfl: 0.187607 loss: 1.284596 eta: 1 day, 16:56:47 batch_cost: 1.9637 data_cost: 0.0011 ips: 24.4440 images/s [10/25 18:19:00] ppdet.engine INFO: Epoch: [177] [ 80/610] learning_rate: 0.107954 loss_vfl: 0.822074 loss_bbox: 0.296042 loss_dfl: 0.195873 loss: 1.306400 eta: 1 day, 16:56:08 batch_cost: 1.9357 data_cost: 0.0011 ips: 24.7972 images/s [10/25 18:19:43] ppdet.engine INFO: Epoch: [177] [100/610] learning_rate: 0.107904 loss_vfl: 0.803385 loss_bbox: 0.286889 loss_dfl: 0.190388 loss: 1.271625 eta: 1 day, 16:55:28 batch_cost: 1.9333 data_cost: 0.0011 ips: 24.8276 images/s [10/25 18:20:27] ppdet.engine INFO: Epoch: [177] [120/610] learning_rate: 0.107855 loss_vfl: 0.823685 loss_bbox: 0.265009 loss_dfl: 0.178514 loss: 1.277724 eta: 1 day, 16:54:49 batch_cost: 1.9814 data_cost: 0.0011 ips: 24.2259 images/s [10/25 18:21:10] ppdet.engine INFO: Epoch: [177] [140/610] learning_rate: 0.107805 loss_vfl: 0.808297 loss_bbox: 0.292420 loss_dfl: 0.189823 loss: 1.302225 eta: 1 day, 16:54:10 batch_cost: 1.9917 data_cost: 0.0011 ips: 24.1004 images/s [10/25 18:21:54] ppdet.engine INFO: Epoch: [177] [160/610] learning_rate: 0.107756 loss_vfl: 0.822450 loss_bbox: 0.295034 loss_dfl: 0.187463 loss: 1.296369 eta: 1 day, 16:53:31 batch_cost: 1.9869 data_cost: 0.0011 ips: 24.1581 images/s [10/25 18:22:36] ppdet.engine INFO: Epoch: [177] [180/610] learning_rate: 0.107706 loss_vfl: 0.808208 loss_bbox: 0.280960 loss_dfl: 0.191374 loss: 1.288018 eta: 1 day, 16:52:50 batch_cost: 1.9030 data_cost: 0.0011 ips: 25.2228 images/s [10/25 18:23:20] ppdet.engine INFO: Epoch: [177] [200/610] learning_rate: 0.107657 loss_vfl: 0.813881 loss_bbox: 0.292440 loss_dfl: 0.194767 loss: 1.313975 eta: 1 day, 16:52:11 batch_cost: 1.9896 data_cost: 0.0011 ips: 24.1255 images/s [10/25 18:24:04] ppdet.engine INFO: Epoch: [177] [220/610] learning_rate: 0.107608 loss_vfl: 0.816911 loss_bbox: 0.277829 loss_dfl: 0.185794 loss: 1.260224 eta: 1 day, 16:51:32 batch_cost: 1.9714 data_cost: 0.0011 ips: 24.3486 images/s [10/25 18:24:46] ppdet.engine INFO: Epoch: [177] [240/610] learning_rate: 0.107558 loss_vfl: 0.821174 loss_bbox: 0.288093 loss_dfl: 0.188102 loss: 1.298747 eta: 1 day, 16:50:52 batch_cost: 1.9095 data_cost: 0.0011 ips: 25.1374 images/s [10/25 18:25:30] ppdet.engine INFO: Epoch: [177] [260/610] learning_rate: 0.107509 loss_vfl: 0.842164 loss_bbox: 0.291066 loss_dfl: 0.186077 loss: 1.310826 eta: 1 day, 16:50:13 batch_cost: 1.9646 data_cost: 0.0011 ips: 24.4326 images/s [10/25 18:26:12] ppdet.engine INFO: Epoch: [177] [280/610] learning_rate: 0.107459 loss_vfl: 0.809762 loss_bbox: 0.294539 loss_dfl: 0.193575 loss: 1.308361 eta: 1 day, 16:49:33 batch_cost: 1.9364 data_cost: 0.0011 ips: 24.7886 images/s [10/25 18:26:56] ppdet.engine INFO: Epoch: [177] [300/610] learning_rate: 0.107410 loss_vfl: 0.807423 loss_bbox: 0.279129 loss_dfl: 0.188248 loss: 1.293005 eta: 1 day, 16:48:53 batch_cost: 1.9450 data_cost: 0.0012 ips: 24.6786 images/s [10/25 18:27:39] ppdet.engine INFO: Epoch: [177] [320/610] learning_rate: 0.107361 loss_vfl: 0.832742 loss_bbox: 0.300519 loss_dfl: 0.191890 loss: 1.304790 eta: 1 day, 16:48:14 batch_cost: 1.9605 data_cost: 0.0010 ips: 24.4833 images/s [10/25 18:28:22] ppdet.engine INFO: Epoch: [177] [340/610] learning_rate: 0.107311 loss_vfl: 0.814605 loss_bbox: 0.303865 loss_dfl: 0.200173 loss: 1.320650 eta: 1 day, 16:47:35 batch_cost: 1.9841 data_cost: 0.0012 ips: 24.1920 images/s [10/25 18:29:05] ppdet.engine INFO: Epoch: [177] [360/610] learning_rate: 0.107262 loss_vfl: 0.813592 loss_bbox: 0.269126 loss_dfl: 0.183275 loss: 1.260250 eta: 1 day, 16:46:55 batch_cost: 1.9236 data_cost: 0.0011 ips: 24.9534 images/s [10/25 18:29:49] ppdet.engine INFO: Epoch: [177] [380/610] learning_rate: 0.107213 loss_vfl: 0.829869 loss_bbox: 0.278015 loss_dfl: 0.183462 loss: 1.284024 eta: 1 day, 16:46:16 batch_cost: 1.9915 data_cost: 0.0011 ips: 24.1026 images/s [10/25 18:30:32] ppdet.engine INFO: Epoch: [177] [400/610] learning_rate: 0.107163 loss_vfl: 0.813434 loss_bbox: 0.288902 loss_dfl: 0.198596 loss: 1.327320 eta: 1 day, 16:45:37 batch_cost: 1.9566 data_cost: 0.0011 ips: 24.5325 images/s [10/25 18:31:17] ppdet.engine INFO: Epoch: [177] [420/610] learning_rate: 0.107114 loss_vfl: 0.808796 loss_bbox: 0.301596 loss_dfl: 0.190939 loss: 1.296477 eta: 1 day, 16:44:58 batch_cost: 2.0190 data_cost: 0.0011 ips: 23.7739 images/s [10/25 18:32:01] ppdet.engine INFO: Epoch: [177] [440/610] learning_rate: 0.107064 loss_vfl: 0.821836 loss_bbox: 0.266974 loss_dfl: 0.174059 loss: 1.264386 eta: 1 day, 16:44:19 batch_cost: 2.0164 data_cost: 0.0011 ips: 23.8046 images/s [10/25 18:32:45] ppdet.engine INFO: Epoch: [177] [460/610] learning_rate: 0.107015 loss_vfl: 0.839010 loss_bbox: 0.299853 loss_dfl: 0.195054 loss: 1.296679 eta: 1 day, 16:43:40 batch_cost: 1.9658 data_cost: 0.0011 ips: 24.4174 images/s [10/25 18:33:28] ppdet.engine INFO: Epoch: [177] [480/610] learning_rate: 0.106966 loss_vfl: 0.809713 loss_bbox: 0.283024 loss_dfl: 0.188667 loss: 1.279417 eta: 1 day, 16:43:00 batch_cost: 1.9525 data_cost: 0.0011 ips: 24.5842 images/s [10/25 18:34:12] ppdet.engine INFO: Epoch: [177] [500/610] learning_rate: 0.106916 loss_vfl: 0.812658 loss_bbox: 0.280078 loss_dfl: 0.187296 loss: 1.307482 eta: 1 day, 16:42:21 batch_cost: 1.9915 data_cost: 0.0011 ips: 24.1028 images/s [10/25 18:34:55] ppdet.engine INFO: Epoch: [177] [520/610] learning_rate: 0.106867 loss_vfl: 0.834581 loss_bbox: 0.292013 loss_dfl: 0.191989 loss: 1.313282 eta: 1 day, 16:41:41 batch_cost: 1.9123 data_cost: 0.0011 ips: 25.1008 images/s [10/25 18:35:39] ppdet.engine INFO: Epoch: [177] [540/610] learning_rate: 0.106818 loss_vfl: 0.817544 loss_bbox: 0.285211 loss_dfl: 0.189939 loss: 1.288627 eta: 1 day, 16:41:03 batch_cost: 2.0351 data_cost: 0.0011 ips: 23.5863 images/s [10/25 18:36:23] ppdet.engine INFO: Epoch: [177] [560/610] learning_rate: 0.106769 loss_vfl: 0.830210 loss_bbox: 0.289371 loss_dfl: 0.195116 loss: 1.294583 eta: 1 day, 16:40:23 batch_cost: 1.9394 data_cost: 0.0010 ips: 24.7505 images/s [10/25 18:37:06] ppdet.engine INFO: Epoch: [177] [580/610] learning_rate: 0.106719 loss_vfl: 0.821887 loss_bbox: 0.281446 loss_dfl: 0.185790 loss: 1.289495 eta: 1 day, 16:39:43 batch_cost: 1.8796 data_cost: 0.0010 ips: 25.5377 images/s [10/25 18:37:48] ppdet.engine INFO: Epoch: [177] [600/610] learning_rate: 0.106670 loss_vfl: 0.819235 loss_bbox: 0.303126 loss_dfl: 0.196270 loss: 1.316267 eta: 1 day, 16:39:03 batch_cost: 1.9105 data_cost: 0.0011 ips: 25.1241 images/s [10/25 18:38:21] ppdet.engine INFO: Epoch: [178] [ 0/610] learning_rate: 0.106645 loss_vfl: 0.822854 loss_bbox: 0.301872 loss_dfl: 0.196744 loss: 1.316267 eta: 1 day, 16:38:49 batch_cost: 2.3593 data_cost: 0.3417 ips: 20.3450 images/s [10/25 18:39:06] ppdet.engine INFO: Epoch: [178] [ 20/610] learning_rate: 0.106596 loss_vfl: 0.798901 loss_bbox: 0.280660 loss_dfl: 0.186304 loss: 1.291097 eta: 1 day, 16:38:11 batch_cost: 2.0379 data_cost: 0.0013 ips: 23.5536 images/s [10/25 18:39:50] ppdet.engine INFO: Epoch: [178] [ 40/610] learning_rate: 0.106547 loss_vfl: 0.800198 loss_bbox: 0.284200 loss_dfl: 0.191720 loss: 1.290449 eta: 1 day, 16:37:32 batch_cost: 2.0186 data_cost: 0.0011 ips: 23.7785 images/s [10/25 18:40:34] ppdet.engine INFO: Epoch: [178] [ 60/610] learning_rate: 0.106497 loss_vfl: 0.820996 loss_bbox: 0.282229 loss_dfl: 0.182761 loss: 1.281947 eta: 1 day, 16:36:54 batch_cost: 2.0151 data_cost: 0.0011 ips: 23.8202 images/s [10/25 18:41:18] ppdet.engine INFO: Epoch: [178] [ 80/610] learning_rate: 0.106448 loss_vfl: 0.814128 loss_bbox: 0.269418 loss_dfl: 0.186451 loss: 1.257519 eta: 1 day, 16:36:14 batch_cost: 1.9796 data_cost: 0.0011 ips: 24.2473 images/s [10/25 18:42:01] ppdet.engine INFO: Epoch: [178] [100/610] learning_rate: 0.106399 loss_vfl: 0.813280 loss_bbox: 0.280922 loss_dfl: 0.183928 loss: 1.313071 eta: 1 day, 16:35:35 batch_cost: 1.9792 data_cost: 0.0011 ips: 24.2525 images/s [10/25 18:42:45] ppdet.engine INFO: Epoch: [178] [120/610] learning_rate: 0.106350 loss_vfl: 0.821987 loss_bbox: 0.275548 loss_dfl: 0.185042 loss: 1.277109 eta: 1 day, 16:34:56 batch_cost: 1.9797 data_cost: 0.0011 ips: 24.2457 images/s [10/25 18:43:28] ppdet.engine INFO: Epoch: [178] [140/610] learning_rate: 0.106300 loss_vfl: 0.835847 loss_bbox: 0.261784 loss_dfl: 0.177936 loss: 1.270173 eta: 1 day, 16:34:17 batch_cost: 1.9462 data_cost: 0.0011 ips: 24.6629 images/s [10/25 18:44:12] ppdet.engine INFO: Epoch: [178] [160/610] learning_rate: 0.106251 loss_vfl: 0.819531 loss_bbox: 0.300236 loss_dfl: 0.190932 loss: 1.298950 eta: 1 day, 16:33:37 batch_cost: 1.9679 data_cost: 0.0011 ips: 24.3916 images/s [10/25 18:44:55] ppdet.engine INFO: Epoch: [178] [180/610] learning_rate: 0.106202 loss_vfl: 0.795032 loss_bbox: 0.261838 loss_dfl: 0.189331 loss: 1.283075 eta: 1 day, 16:32:58 batch_cost: 1.9462 data_cost: 0.0011 ips: 24.6634 images/s [10/25 18:45:39] ppdet.engine INFO: Epoch: [178] [200/610] learning_rate: 0.106152 loss_vfl: 0.816710 loss_bbox: 0.272315 loss_dfl: 0.181642 loss: 1.278209 eta: 1 day, 16:32:19 batch_cost: 1.9984 data_cost: 0.0011 ips: 24.0194 images/s [10/25 18:46:24] ppdet.engine INFO: Epoch: [178] [220/610] learning_rate: 0.106103 loss_vfl: 0.804211 loss_bbox: 0.274470 loss_dfl: 0.190676 loss: 1.270838 eta: 1 day, 16:31:40 batch_cost: 1.9970 data_cost: 0.0011 ips: 24.0355 images/s [10/25 18:47:07] ppdet.engine INFO: Epoch: [178] [240/610] learning_rate: 0.106054 loss_vfl: 0.832734 loss_bbox: 0.282278 loss_dfl: 0.187747 loss: 1.300410 eta: 1 day, 16:31:00 batch_cost: 1.9498 data_cost: 0.0011 ips: 24.6174 images/s [10/25 18:47:51] ppdet.engine INFO: Epoch: [178] [260/610] learning_rate: 0.106005 loss_vfl: 0.814163 loss_bbox: 0.260027 loss_dfl: 0.173211 loss: 1.251558 eta: 1 day, 16:30:21 batch_cost: 1.9740 data_cost: 0.0011 ips: 24.3166 images/s [10/25 18:48:34] ppdet.engine INFO: Epoch: [178] [280/610] learning_rate: 0.105955 loss_vfl: 0.818826 loss_bbox: 0.286475 loss_dfl: 0.192700 loss: 1.297234 eta: 1 day, 16:29:42 batch_cost: 1.9646 data_cost: 0.0011 ips: 24.4320 images/s [10/25 18:49:17] ppdet.engine INFO: Epoch: [178] [300/610] learning_rate: 0.105906 loss_vfl: 0.819447 loss_bbox: 0.287495 loss_dfl: 0.198624 loss: 1.305514 eta: 1 day, 16:29:02 batch_cost: 1.9602 data_cost: 0.0011 ips: 24.4875 images/s [10/25 18:50:01] ppdet.engine INFO: Epoch: [178] [320/610] learning_rate: 0.105857 loss_vfl: 0.844956 loss_bbox: 0.277825 loss_dfl: 0.183929 loss: 1.307241 eta: 1 day, 16:28:23 batch_cost: 1.9696 data_cost: 0.0011 ips: 24.3708 images/s [10/25 18:50:45] ppdet.engine INFO: Epoch: [178] [340/610] learning_rate: 0.105808 loss_vfl: 0.829238 loss_bbox: 0.280368 loss_dfl: 0.191495 loss: 1.300978 eta: 1 day, 16:27:43 batch_cost: 1.9441 data_cost: 0.0011 ips: 24.6896 images/s [10/25 18:51:29] ppdet.engine INFO: Epoch: [178] [360/610] learning_rate: 0.105759 loss_vfl: 0.827103 loss_bbox: 0.267862 loss_dfl: 0.191418 loss: 1.299760 eta: 1 day, 16:27:04 batch_cost: 1.9860 data_cost: 0.0011 ips: 24.1696 images/s [10/25 18:52:12] ppdet.engine INFO: Epoch: [178] [380/610] learning_rate: 0.105709 loss_vfl: 0.806209 loss_bbox: 0.286468 loss_dfl: 0.184068 loss: 1.295600 eta: 1 day, 16:26:25 batch_cost: 1.9595 data_cost: 0.0011 ips: 24.4958 images/s [10/25 18:52:56] ppdet.engine INFO: Epoch: [178] [400/610] learning_rate: 0.105660 loss_vfl: 0.808956 loss_bbox: 0.282209 loss_dfl: 0.184000 loss: 1.281878 eta: 1 day, 16:25:45 batch_cost: 1.9346 data_cost: 0.0011 ips: 24.8111 images/s [10/25 18:53:40] ppdet.engine INFO: Epoch: [178] [420/610] learning_rate: 0.105611 loss_vfl: 0.819639 loss_bbox: 0.264729 loss_dfl: 0.183413 loss: 1.292526 eta: 1 day, 16:25:07 batch_cost: 2.0192 data_cost: 0.0011 ips: 23.7714 images/s [10/25 18:54:23] ppdet.engine INFO: Epoch: [178] [440/610] learning_rate: 0.105562 loss_vfl: 0.818316 loss_bbox: 0.303090 loss_dfl: 0.196132 loss: 1.319153 eta: 1 day, 16:24:27 batch_cost: 1.9680 data_cost: 0.0011 ips: 24.3902 images/s [10/25 18:55:08] ppdet.engine INFO: Epoch: [178] [460/610] learning_rate: 0.105513 loss_vfl: 0.805942 loss_bbox: 0.288004 loss_dfl: 0.192570 loss: 1.286018 eta: 1 day, 16:23:49 batch_cost: 2.0143 data_cost: 0.0010 ips: 23.8299 images/s [10/25 18:55:52] ppdet.engine INFO: Epoch: [178] [480/610] learning_rate: 0.105463 loss_vfl: 0.802978 loss_bbox: 0.273210 loss_dfl: 0.185445 loss: 1.260744 eta: 1 day, 16:23:10 batch_cost: 1.9900 data_cost: 0.0010 ips: 24.1211 images/s [10/25 18:56:36] ppdet.engine INFO: Epoch: [178] [500/610] learning_rate: 0.105414 loss_vfl: 0.818928 loss_bbox: 0.293718 loss_dfl: 0.192216 loss: 1.312902 eta: 1 day, 16:22:30 batch_cost: 1.9857 data_cost: 0.0010 ips: 24.1730 images/s [10/25 18:57:19] ppdet.engine INFO: Epoch: [178] [520/610] learning_rate: 0.105365 loss_vfl: 0.823265 loss_bbox: 0.285875 loss_dfl: 0.191504 loss: 1.308404 eta: 1 day, 16:21:51 batch_cost: 1.9332 data_cost: 0.0010 ips: 24.8293 images/s [10/25 18:58:03] ppdet.engine INFO: Epoch: [178] [540/610] learning_rate: 0.105316 loss_vfl: 0.834692 loss_bbox: 0.287516 loss_dfl: 0.192339 loss: 1.313885 eta: 1 day, 16:21:12 batch_cost: 1.9862 data_cost: 0.0011 ips: 24.1668 images/s [10/25 18:58:45] ppdet.engine INFO: Epoch: [178] [560/610] learning_rate: 0.105267 loss_vfl: 0.820490 loss_bbox: 0.291207 loss_dfl: 0.193553 loss: 1.298692 eta: 1 day, 16:20:32 batch_cost: 1.9336 data_cost: 0.0010 ips: 24.8244 images/s [10/25 18:59:28] ppdet.engine INFO: Epoch: [178] [580/610] learning_rate: 0.105218 loss_vfl: 0.822266 loss_bbox: 0.283555 loss_dfl: 0.181809 loss: 1.303836 eta: 1 day, 16:19:52 batch_cost: 1.9420 data_cost: 0.0011 ips: 24.7171 images/s [10/25 19:00:10] ppdet.engine INFO: Epoch: [178] [600/610] learning_rate: 0.105168 loss_vfl: 0.801940 loss_bbox: 0.284611 loss_dfl: 0.199405 loss: 1.320369 eta: 1 day, 16:19:12 batch_cost: 1.8865 data_cost: 0.0011 ips: 25.4441 images/s [10/25 19:00:42] ppdet.engine INFO: Epoch: [179] [ 0/610] learning_rate: 0.105144 loss_vfl: 0.804350 loss_bbox: 0.275081 loss_dfl: 0.179622 loss: 1.261526 eta: 1 day, 16:18:58 batch_cost: 2.3067 data_cost: 0.3110 ips: 20.8086 images/s [10/25 19:01:28] ppdet.engine INFO: Epoch: [179] [ 20/610] learning_rate: 0.105095 loss_vfl: 0.807309 loss_bbox: 0.315704 loss_dfl: 0.201308 loss: 1.310935 eta: 1 day, 16:18:20 batch_cost: 2.0954 data_cost: 0.0014 ips: 22.9073 images/s [10/25 19:02:13] ppdet.engine INFO: Epoch: [179] [ 40/610] learning_rate: 0.105046 loss_vfl: 0.813856 loss_bbox: 0.276145 loss_dfl: 0.184418 loss: 1.256908 eta: 1 day, 16:17:42 batch_cost: 2.0229 data_cost: 0.0012 ips: 23.7280 images/s [10/25 19:02:58] ppdet.engine INFO: Epoch: [179] [ 60/610] learning_rate: 0.104996 loss_vfl: 0.796506 loss_bbox: 0.298535 loss_dfl: 0.192782 loss: 1.302264 eta: 1 day, 16:17:03 batch_cost: 2.0318 data_cost: 0.0013 ips: 23.6242 images/s [10/25 19:03:42] ppdet.engine INFO: Epoch: [179] [ 80/610] learning_rate: 0.104947 loss_vfl: 0.799407 loss_bbox: 0.285013 loss_dfl: 0.192081 loss: 1.270548 eta: 1 day, 16:16:24 batch_cost: 1.9700 data_cost: 0.0012 ips: 24.3658 images/s [10/25 19:04:26] ppdet.engine INFO: Epoch: [179] [100/610] learning_rate: 0.104898 loss_vfl: 0.808216 loss_bbox: 0.275740 loss_dfl: 0.185831 loss: 1.274400 eta: 1 day, 16:15:45 batch_cost: 1.9646 data_cost: 0.0011 ips: 24.4326 images/s [10/25 19:05:09] ppdet.engine INFO: Epoch: [179] [120/610] learning_rate: 0.104849 loss_vfl: 0.806921 loss_bbox: 0.263982 loss_dfl: 0.178718 loss: 1.291319 eta: 1 day, 16:15:05 batch_cost: 1.9594 data_cost: 0.0012 ips: 24.4972 images/s [10/25 19:05:52] ppdet.engine INFO: Epoch: [179] [140/610] learning_rate: 0.104800 loss_vfl: 0.797439 loss_bbox: 0.289267 loss_dfl: 0.189685 loss: 1.271676 eta: 1 day, 16:14:25 batch_cost: 1.9253 data_cost: 0.0011 ips: 24.9313 images/s [10/25 19:06:36] ppdet.engine INFO: Epoch: [179] [160/610] learning_rate: 0.104751 loss_vfl: 0.813215 loss_bbox: 0.277351 loss_dfl: 0.187403 loss: 1.269693 eta: 1 day, 16:13:46 batch_cost: 1.9937 data_cost: 0.0011 ips: 24.0760 images/s [10/25 19:07:21] ppdet.engine INFO: Epoch: [179] [180/610] learning_rate: 0.104702 loss_vfl: 0.807475 loss_bbox: 0.277375 loss_dfl: 0.181715 loss: 1.278151 eta: 1 day, 16:13:08 batch_cost: 2.0526 data_cost: 0.0011 ips: 23.3854 images/s [10/25 19:08:06] ppdet.engine INFO: Epoch: [179] [200/610] learning_rate: 0.104653 loss_vfl: 0.820803 loss_bbox: 0.285008 loss_dfl: 0.180218 loss: 1.275571 eta: 1 day, 16:12:30 batch_cost: 2.0167 data_cost: 0.0011 ips: 23.8018 images/s [10/25 19:08:50] ppdet.engine INFO: Epoch: [179] [220/610] learning_rate: 0.104604 loss_vfl: 0.818743 loss_bbox: 0.286361 loss_dfl: 0.191670 loss: 1.292458 eta: 1 day, 16:11:50 batch_cost: 1.9759 data_cost: 0.0011 ips: 24.2925 images/s [10/25 19:09:33] ppdet.engine INFO: Epoch: [179] [240/610] learning_rate: 0.104555 loss_vfl: 0.819251 loss_bbox: 0.269112 loss_dfl: 0.180538 loss: 1.261933 eta: 1 day, 16:11:11 batch_cost: 1.9746 data_cost: 0.0010 ips: 24.3087 images/s [10/25 19:10:16] ppdet.engine INFO: Epoch: [179] [260/610] learning_rate: 0.104505 loss_vfl: 0.819892 loss_bbox: 0.305731 loss_dfl: 0.194131 loss: 1.321713 eta: 1 day, 16:10:32 batch_cost: 1.9471 data_cost: 0.0010 ips: 24.6519 images/s [10/25 19:10:58] ppdet.engine INFO: Epoch: [179] [280/610] learning_rate: 0.104456 loss_vfl: 0.832292 loss_bbox: 0.256809 loss_dfl: 0.179642 loss: 1.278006 eta: 1 day, 16:09:52 batch_cost: 1.9295 data_cost: 0.0011 ips: 24.8773 images/s [10/25 19:11:42] ppdet.engine INFO: Epoch: [179] [300/610] learning_rate: 0.104407 loss_vfl: 0.814990 loss_bbox: 0.239155 loss_dfl: 0.174571 loss: 1.245171 eta: 1 day, 16:09:12 batch_cost: 1.9679 data_cost: 0.0011 ips: 24.3915 images/s [10/25 19:12:25] ppdet.engine INFO: Epoch: [179] [320/610] learning_rate: 0.104358 loss_vfl: 0.820529 loss_bbox: 0.292709 loss_dfl: 0.191671 loss: 1.321212 eta: 1 day, 16:08:33 batch_cost: 1.9841 data_cost: 0.0020 ips: 24.1929 images/s [10/25 19:13:09] ppdet.engine INFO: Epoch: [179] [340/610] learning_rate: 0.104309 loss_vfl: 0.823414 loss_bbox: 0.284450 loss_dfl: 0.184398 loss: 1.277072 eta: 1 day, 16:07:54 batch_cost: 1.9555 data_cost: 0.0010 ips: 24.5458 images/s [10/25 19:13:52] ppdet.engine INFO: Epoch: [179] [360/610] learning_rate: 0.104260 loss_vfl: 0.827465 loss_bbox: 0.299879 loss_dfl: 0.198677 loss: 1.316836 eta: 1 day, 16:07:15 batch_cost: 1.9894 data_cost: 0.0010 ips: 24.1281 images/s [10/25 19:14:37] ppdet.engine INFO: Epoch: [179] [380/610] learning_rate: 0.104211 loss_vfl: 0.824021 loss_bbox: 0.284057 loss_dfl: 0.193839 loss: 1.290300 eta: 1 day, 16:06:36 batch_cost: 2.0254 data_cost: 0.0011 ips: 23.6986 images/s [10/25 19:15:20] ppdet.engine INFO: Epoch: [179] [400/610] learning_rate: 0.104162 loss_vfl: 0.811379 loss_bbox: 0.282769 loss_dfl: 0.184673 loss: 1.297809 eta: 1 day, 16:05:57 batch_cost: 1.9596 data_cost: 0.0010 ips: 24.4942 images/s [10/25 19:16:04] ppdet.engine INFO: Epoch: [179] [420/610] learning_rate: 0.104113 loss_vfl: 0.823760 loss_bbox: 0.271318 loss_dfl: 0.186921 loss: 1.288590 eta: 1 day, 16:05:18 batch_cost: 1.9878 data_cost: 0.0012 ips: 24.1476 images/s [10/25 19:16:47] ppdet.engine INFO: Epoch: [179] [440/610] learning_rate: 0.104064 loss_vfl: 0.800912 loss_bbox: 0.280453 loss_dfl: 0.185916 loss: 1.251480 eta: 1 day, 16:04:38 batch_cost: 1.9536 data_cost: 0.0012 ips: 24.5705 images/s [10/25 19:17:32] ppdet.engine INFO: Epoch: [179] [460/610] learning_rate: 0.104015 loss_vfl: 0.809718 loss_bbox: 0.287508 loss_dfl: 0.188162 loss: 1.295060 eta: 1 day, 16:04:00 batch_cost: 2.0358 data_cost: 0.0011 ips: 23.5778 images/s [10/25 19:18:16] ppdet.engine INFO: Epoch: [179] [480/610] learning_rate: 0.103966 loss_vfl: 0.815156 loss_bbox: 0.264795 loss_dfl: 0.182361 loss: 1.240582 eta: 1 day, 16:03:21 batch_cost: 1.9951 data_cost: 0.0011 ips: 24.0585 images/s [10/25 19:19:00] ppdet.engine INFO: Epoch: [179] [500/610] learning_rate: 0.103917 loss_vfl: 0.810671 loss_bbox: 0.293903 loss_dfl: 0.193699 loss: 1.309743 eta: 1 day, 16:02:42 batch_cost: 1.9909 data_cost: 0.0011 ips: 24.1093 images/s [10/25 19:19:44] ppdet.engine INFO: Epoch: [179] [520/610] learning_rate: 0.103868 loss_vfl: 0.802720 loss_bbox: 0.290292 loss_dfl: 0.194372 loss: 1.295974 eta: 1 day, 16:02:03 batch_cost: 1.9626 data_cost: 0.0011 ips: 24.4571 images/s [10/25 19:20:27] ppdet.engine INFO: Epoch: [179] [540/610] learning_rate: 0.103819 loss_vfl: 0.829372 loss_bbox: 0.280545 loss_dfl: 0.190553 loss: 1.313246 eta: 1 day, 16:01:24 batch_cost: 1.9959 data_cost: 0.0011 ips: 24.0489 images/s [10/25 19:21:11] ppdet.engine INFO: Epoch: [179] [560/610] learning_rate: 0.103770 loss_vfl: 0.827540 loss_bbox: 0.279630 loss_dfl: 0.182275 loss: 1.277501 eta: 1 day, 16:00:45 batch_cost: 1.9829 data_cost: 0.0011 ips: 24.2074 images/s [10/25 19:21:55] ppdet.engine INFO: Epoch: [179] [580/610] learning_rate: 0.103721 loss_vfl: 0.816943 loss_bbox: 0.280873 loss_dfl: 0.186557 loss: 1.283008 eta: 1 day, 16:00:06 batch_cost: 2.0073 data_cost: 0.0011 ips: 23.9130 images/s [10/25 19:22:37] ppdet.engine INFO: Epoch: [179] [600/610] learning_rate: 0.103672 loss_vfl: 0.813918 loss_bbox: 0.256973 loss_dfl: 0.183889 loss: 1.260319 eta: 1 day, 15:59:26 batch_cost: 1.9366 data_cost: 0.0012 ips: 24.7858 images/s [10/25 19:22:58] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/25 19:22:58] ppdet.engine INFO: Eval iter: 0 [10/25 19:23:31] ppdet.engine INFO: Eval iter: 100 [10/25 19:23:53] ppdet.engine INFO: Eval iter: 200 [10/25 19:24:15] ppdet.engine INFO: Eval iter: 300 [10/25 19:24:37] ppdet.engine INFO: Eval iter: 400 [10/25 19:24:59] ppdet.engine INFO: Eval iter: 500 [10/25 19:25:21] ppdet.engine INFO: Eval iter: 600 [10/25 19:25:40] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.96s) creating index... index created! [10/25 19:25:41] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.67s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=98.99s). Accumulating evaluation results... DONE (t=19.08s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.356 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.375 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.145 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.384 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.304 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.480 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.510 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.245 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.567 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.757 [10/25 19:27:46] ppdet.engine INFO: Total sample number: 4952, averge FPS: 33.255865034283545 [10/25 19:27:46] ppdet.engine INFO: Best test bbox ap is 0.356. [10/25 19:27:46] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/25 19:27:48] ppdet.engine INFO: Epoch: [180] [ 0/610] learning_rate: 0.103647 loss_vfl: 0.815176 loss_bbox: 0.259932 loss_dfl: 0.182804 loss: 1.267163 eta: 1 day, 15:59:05 batch_cost: 1.7883 data_cost: 0.0013 ips: 26.8414 images/s [10/25 19:28:35] ppdet.engine INFO: Epoch: [180] [ 20/610] learning_rate: 0.103598 loss_vfl: 0.819308 loss_bbox: 0.302472 loss_dfl: 0.191947 loss: 1.307317 eta: 1 day, 15:58:27 batch_cost: 2.0781 data_cost: 0.0012 ips: 23.0984 images/s [10/25 19:29:20] ppdet.engine INFO: Epoch: [180] [ 40/610] learning_rate: 0.103550 loss_vfl: 0.823206 loss_bbox: 0.285890 loss_dfl: 0.187871 loss: 1.306346 eta: 1 day, 15:57:49 batch_cost: 2.0721 data_cost: 0.0011 ips: 23.1646 images/s [10/25 19:30:05] ppdet.engine INFO: Epoch: [180] [ 60/610] learning_rate: 0.103501 loss_vfl: 0.803277 loss_bbox: 0.279544 loss_dfl: 0.190712 loss: 1.276382 eta: 1 day, 15:57:11 batch_cost: 2.0557 data_cost: 0.0011 ips: 23.3493 images/s [10/25 19:30:49] ppdet.engine INFO: Epoch: [180] [ 80/610] learning_rate: 0.103452 loss_vfl: 0.812337 loss_bbox: 0.298091 loss_dfl: 0.195888 loss: 1.295089 eta: 1 day, 15:56:32 batch_cost: 1.9759 data_cost: 0.0010 ips: 24.2930 images/s [10/25 19:31:31] ppdet.engine INFO: Epoch: [180] [100/610] learning_rate: 0.103403 loss_vfl: 0.808237 loss_bbox: 0.287163 loss_dfl: 0.184673 loss: 1.285357 eta: 1 day, 15:55:51 batch_cost: 1.8787 data_cost: 0.0010 ips: 25.5499 images/s [10/25 19:32:13] ppdet.engine INFO: Epoch: [180] [120/610] learning_rate: 0.103354 loss_vfl: 0.802384 loss_bbox: 0.280594 loss_dfl: 0.188429 loss: 1.286611 eta: 1 day, 15:55:10 batch_cost: 1.8402 data_cost: 0.0039 ips: 26.0845 images/s [10/25 19:32:55] ppdet.engine INFO: Epoch: [180] [140/610] learning_rate: 0.103305 loss_vfl: 0.796954 loss_bbox: 0.293734 loss_dfl: 0.189029 loss: 1.279028 eta: 1 day, 15:54:30 batch_cost: 1.9320 data_cost: 0.0010 ips: 24.8446 images/s [10/25 19:33:38] ppdet.engine INFO: Epoch: [180] [160/610] learning_rate: 0.103256 loss_vfl: 0.816459 loss_bbox: 0.309921 loss_dfl: 0.193097 loss: 1.307482 eta: 1 day, 15:53:51 batch_cost: 1.9187 data_cost: 0.0011 ips: 25.0172 images/s [10/25 19:34:21] ppdet.engine INFO: Epoch: [180] [180/610] learning_rate: 0.103207 loss_vfl: 0.816007 loss_bbox: 0.282576 loss_dfl: 0.191136 loss: 1.274765 eta: 1 day, 15:53:11 batch_cost: 1.9757 data_cost: 0.0011 ips: 24.2955 images/s [10/25 19:35:05] ppdet.engine INFO: Epoch: [180] [200/610] learning_rate: 0.103158 loss_vfl: 0.831010 loss_bbox: 0.296407 loss_dfl: 0.191178 loss: 1.330812 eta: 1 day, 15:52:31 batch_cost: 1.9275 data_cost: 0.0046 ips: 24.9032 images/s [10/25 19:35:49] ppdet.engine INFO: Epoch: [180] [220/610] learning_rate: 0.103109 loss_vfl: 0.806987 loss_bbox: 0.279978 loss_dfl: 0.186234 loss: 1.294978 eta: 1 day, 15:51:52 batch_cost: 1.9875 data_cost: 0.0010 ips: 24.1514 images/s [10/25 19:36:33] ppdet.engine INFO: Epoch: [180] [240/610] learning_rate: 0.103060 loss_vfl: 0.806254 loss_bbox: 0.283713 loss_dfl: 0.182273 loss: 1.273931 eta: 1 day, 15:51:14 batch_cost: 2.0401 data_cost: 0.0010 ips: 23.5285 images/s [10/25 19:37:17] ppdet.engine INFO: Epoch: [180] [260/610] learning_rate: 0.103011 loss_vfl: 0.811524 loss_bbox: 0.270366 loss_dfl: 0.184650 loss: 1.268262 eta: 1 day, 15:50:35 batch_cost: 1.9928 data_cost: 0.0010 ips: 24.0870 images/s [10/25 19:38:02] ppdet.engine INFO: Epoch: [180] [280/610] learning_rate: 0.102962 loss_vfl: 0.840002 loss_bbox: 0.295044 loss_dfl: 0.196215 loss: 1.340079 eta: 1 day, 15:49:57 batch_cost: 2.0336 data_cost: 0.0010 ips: 23.6037 images/s [10/25 19:38:47] ppdet.engine INFO: Epoch: [180] [300/610] learning_rate: 0.102913 loss_vfl: 0.821516 loss_bbox: 0.285516 loss_dfl: 0.193583 loss: 1.308918 eta: 1 day, 15:49:18 batch_cost: 2.0301 data_cost: 0.0010 ips: 23.6439 images/s [10/25 19:39:31] ppdet.engine INFO: Epoch: [180] [320/610] learning_rate: 0.102864 loss_vfl: 0.811455 loss_bbox: 0.270141 loss_dfl: 0.186113 loss: 1.280577 eta: 1 day, 15:48:39 batch_cost: 1.9787 data_cost: 0.0010 ips: 24.2583 images/s [10/25 19:40:15] ppdet.engine INFO: Epoch: [180] [340/610] learning_rate: 0.102816 loss_vfl: 0.813031 loss_bbox: 0.288460 loss_dfl: 0.187349 loss: 1.289667 eta: 1 day, 15:48:00 batch_cost: 2.0214 data_cost: 0.0010 ips: 23.7460 images/s [10/25 19:41:00] ppdet.engine INFO: Epoch: [180] [360/610] learning_rate: 0.102767 loss_vfl: 0.829565 loss_bbox: 0.291770 loss_dfl: 0.187048 loss: 1.296475 eta: 1 day, 15:47:22 batch_cost: 2.0352 data_cost: 0.0010 ips: 23.5848 images/s [10/25 19:41:44] ppdet.engine INFO: Epoch: [180] [380/610] learning_rate: 0.102718 loss_vfl: 0.830529 loss_bbox: 0.301192 loss_dfl: 0.190948 loss: 1.320696 eta: 1 day, 15:46:42 batch_cost: 1.9548 data_cost: 0.0011 ips: 24.5554 images/s [10/25 19:42:29] ppdet.engine INFO: Epoch: [180] [400/610] learning_rate: 0.102669 loss_vfl: 0.815137 loss_bbox: 0.292745 loss_dfl: 0.186893 loss: 1.298644 eta: 1 day, 15:46:04 batch_cost: 2.0660 data_cost: 0.0010 ips: 23.2334 images/s [10/25 19:43:12] ppdet.engine INFO: Epoch: [180] [420/610] learning_rate: 0.102620 loss_vfl: 0.820338 loss_bbox: 0.270976 loss_dfl: 0.191630 loss: 1.287194 eta: 1 day, 15:45:25 batch_cost: 1.9939 data_cost: 0.0010 ips: 24.0735 images/s [10/25 19:43:56] ppdet.engine INFO: Epoch: [180] [440/610] learning_rate: 0.102571 loss_vfl: 0.812353 loss_bbox: 0.278774 loss_dfl: 0.187150 loss: 1.312507 eta: 1 day, 15:44:46 batch_cost: 1.9295 data_cost: 0.0010 ips: 24.8772 images/s [10/25 19:44:39] ppdet.engine INFO: Epoch: [180] [460/610] learning_rate: 0.102522 loss_vfl: 0.817855 loss_bbox: 0.305829 loss_dfl: 0.194400 loss: 1.312006 eta: 1 day, 15:44:06 batch_cost: 1.9666 data_cost: 0.0011 ips: 24.4075 images/s [10/25 19:45:24] ppdet.engine INFO: Epoch: [180] [480/610] learning_rate: 0.102473 loss_vfl: 0.815069 loss_bbox: 0.281445 loss_dfl: 0.188576 loss: 1.286417 eta: 1 day, 15:43:27 batch_cost: 2.0050 data_cost: 0.0010 ips: 23.9396 images/s [10/25 19:46:07] ppdet.engine INFO: Epoch: [180] [500/610] learning_rate: 0.102425 loss_vfl: 0.808505 loss_bbox: 0.287990 loss_dfl: 0.195081 loss: 1.282791 eta: 1 day, 15:42:48 batch_cost: 1.9467 data_cost: 0.0010 ips: 24.6566 images/s [10/25 19:46:50] ppdet.engine INFO: Epoch: [180] [520/610] learning_rate: 0.102376 loss_vfl: 0.825093 loss_bbox: 0.300396 loss_dfl: 0.197052 loss: 1.314745 eta: 1 day, 15:42:08 batch_cost: 1.9562 data_cost: 0.0011 ips: 24.5372 images/s [10/25 19:47:33] ppdet.engine INFO: Epoch: [180] [540/610] learning_rate: 0.102327 loss_vfl: 0.823598 loss_bbox: 0.276414 loss_dfl: 0.188932 loss: 1.285167 eta: 1 day, 15:41:28 batch_cost: 1.8894 data_cost: 0.0011 ips: 25.4045 images/s [10/25 19:48:15] ppdet.engine INFO: Epoch: [180] [560/610] learning_rate: 0.102278 loss_vfl: 0.830456 loss_bbox: 0.274881 loss_dfl: 0.185596 loss: 1.299215 eta: 1 day, 15:40:48 batch_cost: 1.9004 data_cost: 0.0011 ips: 25.2582 images/s [10/25 19:48:59] ppdet.engine INFO: Epoch: [180] [580/610] learning_rate: 0.102229 loss_vfl: 0.805767 loss_bbox: 0.270449 loss_dfl: 0.185332 loss: 1.290758 eta: 1 day, 15:40:08 batch_cost: 1.9613 data_cost: 0.0010 ips: 24.4732 images/s [10/25 19:49:40] ppdet.engine INFO: Epoch: [180] [600/610] learning_rate: 0.102181 loss_vfl: 0.815035 loss_bbox: 0.269240 loss_dfl: 0.181637 loss: 1.266038 eta: 1 day, 15:39:28 batch_cost: 1.8871 data_cost: 0.0011 ips: 25.4356 images/s [10/25 19:50:12] ppdet.engine INFO: Epoch: [181] [ 0/610] learning_rate: 0.102156 loss_vfl: 0.812958 loss_bbox: 0.284200 loss_dfl: 0.186654 loss: 1.284636 eta: 1 day, 15:39:14 batch_cost: 2.2579 data_cost: 0.2583 ips: 21.2587 images/s [10/25 19:50:57] ppdet.engine INFO: Epoch: [181] [ 20/610] learning_rate: 0.102107 loss_vfl: 0.809450 loss_bbox: 0.289618 loss_dfl: 0.189823 loss: 1.290965 eta: 1 day, 15:38:35 batch_cost: 1.9920 data_cost: 0.0011 ips: 24.0961 images/s [10/25 19:51:40] ppdet.engine INFO: Epoch: [181] [ 40/610] learning_rate: 0.102058 loss_vfl: 0.811522 loss_bbox: 0.275636 loss_dfl: 0.181762 loss: 1.264998 eta: 1 day, 15:37:55 batch_cost: 1.9506 data_cost: 0.0011 ips: 24.6081 images/s [10/25 19:52:24] ppdet.engine INFO: Epoch: [181] [ 60/610] learning_rate: 0.102010 loss_vfl: 0.789997 loss_bbox: 0.284308 loss_dfl: 0.188034 loss: 1.267445 eta: 1 day, 15:37:16 batch_cost: 1.9804 data_cost: 0.0011 ips: 24.2377 images/s [10/25 19:53:08] ppdet.engine INFO: Epoch: [181] [ 80/610] learning_rate: 0.101961 loss_vfl: 0.800495 loss_bbox: 0.272565 loss_dfl: 0.176540 loss: 1.235947 eta: 1 day, 15:36:37 batch_cost: 1.9850 data_cost: 0.0012 ips: 24.1814 images/s [10/25 19:53:52] ppdet.engine INFO: Epoch: [181] [100/610] learning_rate: 0.101912 loss_vfl: 0.805032 loss_bbox: 0.301488 loss_dfl: 0.190504 loss: 1.303741 eta: 1 day, 15:35:58 batch_cost: 2.0084 data_cost: 0.0011 ips: 23.8997 images/s [10/25 19:54:36] ppdet.engine INFO: Epoch: [181] [120/610] learning_rate: 0.101863 loss_vfl: 0.809481 loss_bbox: 0.269430 loss_dfl: 0.179081 loss: 1.277984 eta: 1 day, 15:35:19 batch_cost: 1.9840 data_cost: 0.0011 ips: 24.1931 images/s [10/25 19:55:19] ppdet.engine INFO: Epoch: [181] [140/610] learning_rate: 0.101815 loss_vfl: 0.798088 loss_bbox: 0.286000 loss_dfl: 0.187897 loss: 1.267547 eta: 1 day, 15:34:40 batch_cost: 1.9590 data_cost: 0.0010 ips: 24.5026 images/s [10/25 19:56:03] ppdet.engine INFO: Epoch: [181] [160/610] learning_rate: 0.101766 loss_vfl: 0.797861 loss_bbox: 0.259097 loss_dfl: 0.171231 loss: 1.238178 eta: 1 day, 15:34:00 batch_cost: 1.9852 data_cost: 0.0011 ips: 24.1792 images/s [10/25 19:56:47] ppdet.engine INFO: Epoch: [181] [180/610] learning_rate: 0.101717 loss_vfl: 0.819963 loss_bbox: 0.282280 loss_dfl: 0.191240 loss: 1.282784 eta: 1 day, 15:33:22 batch_cost: 2.0012 data_cost: 0.0011 ips: 23.9860 images/s [10/25 19:57:31] ppdet.engine INFO: Epoch: [181] [200/610] learning_rate: 0.101668 loss_vfl: 0.834415 loss_bbox: 0.279859 loss_dfl: 0.190770 loss: 1.293767 eta: 1 day, 15:32:43 batch_cost: 2.0327 data_cost: 0.0010 ips: 23.6144 images/s [10/25 19:58:16] ppdet.engine INFO: Epoch: [181] [220/610] learning_rate: 0.101620 loss_vfl: 0.829041 loss_bbox: 0.271351 loss_dfl: 0.185032 loss: 1.281046 eta: 1 day, 15:32:05 batch_cost: 2.0299 data_cost: 0.0011 ips: 23.6468 images/s [10/25 19:59:00] ppdet.engine INFO: Epoch: [181] [240/610] learning_rate: 0.101571 loss_vfl: 0.809276 loss_bbox: 0.301204 loss_dfl: 0.193052 loss: 1.304278 eta: 1 day, 15:31:25 batch_cost: 1.9446 data_cost: 0.0011 ips: 24.6833 images/s [10/25 19:59:44] ppdet.engine INFO: Epoch: [181] [260/610] learning_rate: 0.101522 loss_vfl: 0.792185 loss_bbox: 0.286808 loss_dfl: 0.186300 loss: 1.278969 eta: 1 day, 15:30:46 batch_cost: 1.9643 data_cost: 0.0011 ips: 24.4362 images/s [10/25 20:00:27] ppdet.engine INFO: Epoch: [181] [280/610] learning_rate: 0.101473 loss_vfl: 0.814993 loss_bbox: 0.292619 loss_dfl: 0.188331 loss: 1.299641 eta: 1 day, 15:30:06 batch_cost: 1.9281 data_cost: 0.0011 ips: 24.8946 images/s [10/25 20:01:11] ppdet.engine INFO: Epoch: [181] [300/610] learning_rate: 0.101425 loss_vfl: 0.821232 loss_bbox: 0.283514 loss_dfl: 0.187952 loss: 1.286304 eta: 1 day, 15:29:27 batch_cost: 1.9774 data_cost: 0.0011 ips: 24.2739 images/s [10/25 20:01:53] ppdet.engine INFO: Epoch: [181] [320/610] learning_rate: 0.101376 loss_vfl: 0.824010 loss_bbox: 0.274056 loss_dfl: 0.190778 loss: 1.283751 eta: 1 day, 15:28:47 batch_cost: 1.9306 data_cost: 0.0011 ips: 24.8623 images/s [10/25 20:02:37] ppdet.engine INFO: Epoch: [181] [340/610] learning_rate: 0.101327 loss_vfl: 0.820525 loss_bbox: 0.277414 loss_dfl: 0.188205 loss: 1.295444 eta: 1 day, 15:28:07 batch_cost: 1.9684 data_cost: 0.0012 ips: 24.3850 images/s [10/25 20:03:21] ppdet.engine INFO: Epoch: [181] [360/610] learning_rate: 0.101278 loss_vfl: 0.814911 loss_bbox: 0.282507 loss_dfl: 0.188435 loss: 1.293489 eta: 1 day, 15:27:28 batch_cost: 1.9764 data_cost: 0.0011 ips: 24.2866 images/s [10/25 20:04:05] ppdet.engine INFO: Epoch: [181] [380/610] learning_rate: 0.101230 loss_vfl: 0.824698 loss_bbox: 0.279692 loss_dfl: 0.183412 loss: 1.301013 eta: 1 day, 15:26:49 batch_cost: 1.9749 data_cost: 0.0011 ips: 24.3046 images/s [10/25 20:04:49] ppdet.engine INFO: Epoch: [181] [400/610] learning_rate: 0.101181 loss_vfl: 0.827066 loss_bbox: 0.304483 loss_dfl: 0.191864 loss: 1.300792 eta: 1 day, 15:26:09 batch_cost: 1.9522 data_cost: 0.0011 ips: 24.5879 images/s [10/25 20:05:32] ppdet.engine INFO: Epoch: [181] [420/610] learning_rate: 0.101132 loss_vfl: 0.798328 loss_bbox: 0.260519 loss_dfl: 0.183603 loss: 1.269979 eta: 1 day, 15:25:30 batch_cost: 1.9185 data_cost: 0.0011 ips: 25.0202 images/s [10/25 20:06:15] ppdet.engine INFO: Epoch: [181] [440/610] learning_rate: 0.101084 loss_vfl: 0.807740 loss_bbox: 0.289766 loss_dfl: 0.187544 loss: 1.286545 eta: 1 day, 15:24:50 batch_cost: 1.9813 data_cost: 0.0011 ips: 24.2269 images/s [10/25 20:06:59] ppdet.engine INFO: Epoch: [181] [460/610] learning_rate: 0.101035 loss_vfl: 0.809751 loss_bbox: 0.264286 loss_dfl: 0.180145 loss: 1.240896 eta: 1 day, 15:24:12 batch_cost: 2.0061 data_cost: 0.0011 ips: 23.9266 images/s [10/25 20:07:44] ppdet.engine INFO: Epoch: [181] [480/610] learning_rate: 0.100986 loss_vfl: 0.828249 loss_bbox: 0.267296 loss_dfl: 0.186027 loss: 1.281449 eta: 1 day, 15:23:33 batch_cost: 2.0280 data_cost: 0.0011 ips: 23.6689 images/s [10/25 20:08:26] ppdet.engine INFO: Epoch: [181] [500/610] learning_rate: 0.100938 loss_vfl: 0.827490 loss_bbox: 0.280688 loss_dfl: 0.186028 loss: 1.315806 eta: 1 day, 15:22:53 batch_cost: 1.9160 data_cost: 0.0011 ips: 25.0526 images/s [10/25 20:09:11] ppdet.engine INFO: Epoch: [181] [520/610] learning_rate: 0.100889 loss_vfl: 0.820390 loss_bbox: 0.280373 loss_dfl: 0.194444 loss: 1.285767 eta: 1 day, 15:22:14 batch_cost: 2.0111 data_cost: 0.0010 ips: 23.8670 images/s [10/25 20:09:54] ppdet.engine INFO: Epoch: [181] [540/610] learning_rate: 0.100840 loss_vfl: 0.808710 loss_bbox: 0.280691 loss_dfl: 0.190004 loss: 1.302107 eta: 1 day, 15:21:35 batch_cost: 1.9751 data_cost: 0.0010 ips: 24.3026 images/s [10/25 20:10:38] ppdet.engine INFO: Epoch: [181] [560/610] learning_rate: 0.100792 loss_vfl: 0.810107 loss_bbox: 0.287607 loss_dfl: 0.195730 loss: 1.304021 eta: 1 day, 15:20:56 batch_cost: 1.9639 data_cost: 0.0011 ips: 24.4406 images/s [10/25 20:11:21] ppdet.engine INFO: Epoch: [181] [580/610] learning_rate: 0.100743 loss_vfl: 0.836034 loss_bbox: 0.280944 loss_dfl: 0.182058 loss: 1.282706 eta: 1 day, 15:20:17 batch_cost: 1.9835 data_cost: 0.0011 ips: 24.1992 images/s [10/25 20:12:04] ppdet.engine INFO: Epoch: [181] [600/610] learning_rate: 0.100694 loss_vfl: 0.809061 loss_bbox: 0.283623 loss_dfl: 0.189176 loss: 1.277424 eta: 1 day, 15:19:37 batch_cost: 1.9463 data_cost: 0.0011 ips: 24.6618 images/s [10/25 20:12:37] ppdet.engine INFO: Epoch: [182] [ 0/610] learning_rate: 0.100670 loss_vfl: 0.803006 loss_bbox: 0.294281 loss_dfl: 0.189176 loss: 1.277424 eta: 1 day, 15:19:23 batch_cost: 2.3751 data_cost: 0.2487 ips: 20.2099 images/s [10/25 20:13:21] ppdet.engine INFO: Epoch: [182] [ 20/610] learning_rate: 0.100621 loss_vfl: 0.811815 loss_bbox: 0.293584 loss_dfl: 0.191035 loss: 1.283143 eta: 1 day, 15:18:44 batch_cost: 1.9699 data_cost: 0.0011 ips: 24.3662 images/s [10/25 20:14:06] ppdet.engine INFO: Epoch: [182] [ 40/610] learning_rate: 0.100573 loss_vfl: 0.809857 loss_bbox: 0.281294 loss_dfl: 0.178034 loss: 1.273131 eta: 1 day, 15:18:05 batch_cost: 1.9883 data_cost: 0.0010 ips: 24.1412 images/s [10/25 20:14:50] ppdet.engine INFO: Epoch: [182] [ 60/610] learning_rate: 0.100524 loss_vfl: 0.807509 loss_bbox: 0.261341 loss_dfl: 0.175798 loss: 1.256500 eta: 1 day, 15:17:26 batch_cost: 1.9748 data_cost: 0.0010 ips: 24.3065 images/s [10/25 20:15:33] ppdet.engine INFO: Epoch: [182] [ 80/610] learning_rate: 0.100476 loss_vfl: 0.813610 loss_bbox: 0.298328 loss_dfl: 0.201819 loss: 1.309779 eta: 1 day, 15:16:46 batch_cost: 1.9708 data_cost: 0.0010 ips: 24.3555 images/s [10/25 20:16:17] ppdet.engine INFO: Epoch: [182] [100/610] learning_rate: 0.100427 loss_vfl: 0.805048 loss_bbox: 0.277055 loss_dfl: 0.191588 loss: 1.289684 eta: 1 day, 15:16:07 batch_cost: 1.9737 data_cost: 0.0010 ips: 24.3203 images/s [10/25 20:16:59] ppdet.engine INFO: Epoch: [182] [120/610] learning_rate: 0.100378 loss_vfl: 0.811990 loss_bbox: 0.274620 loss_dfl: 0.190835 loss: 1.296233 eta: 1 day, 15:15:27 batch_cost: 1.9105 data_cost: 0.0011 ips: 25.1240 images/s [10/25 20:17:42] ppdet.engine INFO: Epoch: [182] [140/610] learning_rate: 0.100330 loss_vfl: 0.839194 loss_bbox: 0.279885 loss_dfl: 0.190730 loss: 1.310038 eta: 1 day, 15:14:47 batch_cost: 1.9424 data_cost: 0.0011 ips: 24.7119 images/s [10/25 20:18:26] ppdet.engine INFO: Epoch: [182] [160/610] learning_rate: 0.100281 loss_vfl: 0.811689 loss_bbox: 0.285674 loss_dfl: 0.188286 loss: 1.267834 eta: 1 day, 15:14:09 batch_cost: 2.0087 data_cost: 0.0010 ips: 23.8960 images/s [10/25 20:19:10] ppdet.engine INFO: Epoch: [182] [180/610] learning_rate: 0.100233 loss_vfl: 0.821475 loss_bbox: 0.295067 loss_dfl: 0.198121 loss: 1.316894 eta: 1 day, 15:13:29 batch_cost: 1.9727 data_cost: 0.0011 ips: 24.3319 images/s [10/25 20:19:53] ppdet.engine INFO: Epoch: [182] [200/610] learning_rate: 0.100184 loss_vfl: 0.791745 loss_bbox: 0.289521 loss_dfl: 0.197396 loss: 1.281380 eta: 1 day, 15:12:50 batch_cost: 1.9497 data_cost: 0.0011 ips: 24.6187 images/s [10/25 20:20:36] ppdet.engine INFO: Epoch: [182] [220/610] learning_rate: 0.100135 loss_vfl: 0.821200 loss_bbox: 0.284056 loss_dfl: 0.186802 loss: 1.285367 eta: 1 day, 15:12:10 batch_cost: 1.9277 data_cost: 0.0011 ips: 24.9008 images/s [10/25 20:21:19] ppdet.engine INFO: Epoch: [182] [240/610] learning_rate: 0.100087 loss_vfl: 0.805127 loss_bbox: 0.295275 loss_dfl: 0.190597 loss: 1.288412 eta: 1 day, 15:11:31 batch_cost: 1.9551 data_cost: 0.0048 ips: 24.5508 images/s [10/25 20:22:03] ppdet.engine INFO: Epoch: [182] [260/610] learning_rate: 0.100038 loss_vfl: 0.815189 loss_bbox: 0.287592 loss_dfl: 0.189574 loss: 1.293930 eta: 1 day, 15:10:51 batch_cost: 1.9469 data_cost: 0.0011 ips: 24.6543 images/s [10/25 20:22:47] ppdet.engine INFO: Epoch: [182] [280/610] learning_rate: 0.099990 loss_vfl: 0.818716 loss_bbox: 0.274049 loss_dfl: 0.177858 loss: 1.286150 eta: 1 day, 15:10:12 batch_cost: 2.0053 data_cost: 0.0039 ips: 23.9364 images/s [10/25 20:23:31] ppdet.engine INFO: Epoch: [182] [300/610] learning_rate: 0.099941 loss_vfl: 0.819983 loss_bbox: 0.278472 loss_dfl: 0.175369 loss: 1.283976 eta: 1 day, 15:09:33 batch_cost: 2.0054 data_cost: 0.0011 ips: 23.9359 images/s [10/25 20:24:14] ppdet.engine INFO: Epoch: [182] [320/610] learning_rate: 0.099893 loss_vfl: 0.811625 loss_bbox: 0.277587 loss_dfl: 0.185334 loss: 1.294565 eta: 1 day, 15:08:54 batch_cost: 1.9703 data_cost: 0.0011 ips: 24.3616 images/s [10/25 20:24:58] ppdet.engine INFO: Epoch: [182] [340/610] learning_rate: 0.099844 loss_vfl: 0.805134 loss_bbox: 0.281371 loss_dfl: 0.180892 loss: 1.277121 eta: 1 day, 15:08:15 batch_cost: 1.9564 data_cost: 0.0011 ips: 24.5346 images/s [10/25 20:25:42] ppdet.engine INFO: Epoch: [182] [360/610] learning_rate: 0.099795 loss_vfl: 0.813163 loss_bbox: 0.281528 loss_dfl: 0.188661 loss: 1.278926 eta: 1 day, 15:07:35 batch_cost: 1.9439 data_cost: 0.0011 ips: 24.6925 images/s [10/25 20:26:25] ppdet.engine INFO: Epoch: [182] [380/610] learning_rate: 0.099747 loss_vfl: 0.809607 loss_bbox: 0.298872 loss_dfl: 0.197136 loss: 1.297737 eta: 1 day, 15:06:55 batch_cost: 1.9551 data_cost: 0.0010 ips: 24.5506 images/s [10/25 20:27:08] ppdet.engine INFO: Epoch: [182] [400/610] learning_rate: 0.099698 loss_vfl: 0.814971 loss_bbox: 0.294058 loss_dfl: 0.191266 loss: 1.289325 eta: 1 day, 15:06:16 batch_cost: 1.9593 data_cost: 0.0010 ips: 24.4984 images/s [10/25 20:27:52] ppdet.engine INFO: Epoch: [182] [420/610] learning_rate: 0.099650 loss_vfl: 0.829481 loss_bbox: 0.278734 loss_dfl: 0.185530 loss: 1.269497 eta: 1 day, 15:05:37 batch_cost: 1.9648 data_cost: 0.0010 ips: 24.4303 images/s [10/25 20:28:36] ppdet.engine INFO: Epoch: [182] [440/610] learning_rate: 0.099601 loss_vfl: 0.829995 loss_bbox: 0.279379 loss_dfl: 0.183836 loss: 1.281324 eta: 1 day, 15:04:57 batch_cost: 1.9775 data_cost: 0.0011 ips: 24.2733 images/s [10/25 20:29:20] ppdet.engine INFO: Epoch: [182] [460/610] learning_rate: 0.099553 loss_vfl: 0.814307 loss_bbox: 0.291484 loss_dfl: 0.198233 loss: 1.306314 eta: 1 day, 15:04:18 batch_cost: 1.9626 data_cost: 0.0010 ips: 24.4574 images/s [10/25 20:30:04] ppdet.engine INFO: Epoch: [182] [480/610] learning_rate: 0.099504 loss_vfl: 0.837625 loss_bbox: 0.279428 loss_dfl: 0.179642 loss: 1.281172 eta: 1 day, 15:03:39 batch_cost: 1.9507 data_cost: 0.0011 ips: 24.6069 images/s [10/25 20:30:47] ppdet.engine INFO: Epoch: [182] [500/610] learning_rate: 0.099456 loss_vfl: 0.808877 loss_bbox: 0.286641 loss_dfl: 0.189229 loss: 1.281844 eta: 1 day, 15:02:59 batch_cost: 1.9466 data_cost: 0.0011 ips: 24.6589 images/s [10/25 20:31:31] ppdet.engine INFO: Epoch: [182] [520/610] learning_rate: 0.099407 loss_vfl: 0.811948 loss_bbox: 0.281195 loss_dfl: 0.182754 loss: 1.290824 eta: 1 day, 15:02:20 batch_cost: 1.9739 data_cost: 0.0011 ips: 24.3173 images/s [10/25 20:32:14] ppdet.engine INFO: Epoch: [182] [540/610] learning_rate: 0.099359 loss_vfl: 0.802320 loss_bbox: 0.296605 loss_dfl: 0.194729 loss: 1.297257 eta: 1 day, 15:01:40 batch_cost: 1.9670 data_cost: 0.0010 ips: 24.4031 images/s [10/25 20:32:58] ppdet.engine INFO: Epoch: [182] [560/610] learning_rate: 0.099310 loss_vfl: 0.817139 loss_bbox: 0.300339 loss_dfl: 0.192667 loss: 1.323719 eta: 1 day, 15:01:02 batch_cost: 2.0063 data_cost: 0.0010 ips: 23.9249 images/s [10/25 20:33:41] ppdet.engine INFO: Epoch: [182] [580/610] learning_rate: 0.099262 loss_vfl: 0.807102 loss_bbox: 0.285244 loss_dfl: 0.193172 loss: 1.292640 eta: 1 day, 15:00:22 batch_cost: 1.9609 data_cost: 0.0011 ips: 24.4786 images/s [10/25 20:34:23] ppdet.engine INFO: Epoch: [182] [600/610] learning_rate: 0.099214 loss_vfl: 0.820915 loss_bbox: 0.287812 loss_dfl: 0.180354 loss: 1.283876 eta: 1 day, 14:59:42 batch_cost: 1.8945 data_cost: 0.0011 ips: 25.3370 images/s [10/25 20:34:56] ppdet.engine INFO: Epoch: [183] [ 0/610] learning_rate: 0.099189 loss_vfl: 0.814062 loss_bbox: 0.292181 loss_dfl: 0.185116 loss: 1.298840 eta: 1 day, 14:59:28 batch_cost: 2.3370 data_cost: 0.2650 ips: 20.5388 images/s [10/25 20:35:41] ppdet.engine INFO: Epoch: [183] [ 20/610] learning_rate: 0.099141 loss_vfl: 0.807338 loss_bbox: 0.278121 loss_dfl: 0.184069 loss: 1.260309 eta: 1 day, 14:58:49 batch_cost: 2.0237 data_cost: 0.0012 ips: 23.7184 images/s [10/25 20:36:25] ppdet.engine INFO: Epoch: [183] [ 40/610] learning_rate: 0.099092 loss_vfl: 0.815374 loss_bbox: 0.290285 loss_dfl: 0.198986 loss: 1.298178 eta: 1 day, 14:58:10 batch_cost: 1.9819 data_cost: 0.0011 ips: 24.2188 images/s [10/25 20:37:09] ppdet.engine INFO: Epoch: [183] [ 60/610] learning_rate: 0.099044 loss_vfl: 0.817575 loss_bbox: 0.282263 loss_dfl: 0.187999 loss: 1.285351 eta: 1 day, 14:57:32 batch_cost: 2.0182 data_cost: 0.0011 ips: 23.7841 images/s [10/25 20:37:53] ppdet.engine INFO: Epoch: [183] [ 80/610] learning_rate: 0.098996 loss_vfl: 0.807951 loss_bbox: 0.274020 loss_dfl: 0.177923 loss: 1.243143 eta: 1 day, 14:56:53 batch_cost: 1.9940 data_cost: 0.0011 ips: 24.0723 images/s [10/25 20:38:38] ppdet.engine INFO: Epoch: [183] [100/610] learning_rate: 0.098947 loss_vfl: 0.804760 loss_bbox: 0.283781 loss_dfl: 0.187241 loss: 1.287436 eta: 1 day, 14:56:14 batch_cost: 2.0254 data_cost: 0.0012 ips: 23.6986 images/s [10/25 20:39:22] ppdet.engine INFO: Epoch: [183] [120/610] learning_rate: 0.098899 loss_vfl: 0.800215 loss_bbox: 0.273444 loss_dfl: 0.187928 loss: 1.259792 eta: 1 day, 14:55:35 batch_cost: 1.9985 data_cost: 0.0011 ips: 24.0180 images/s [10/25 20:40:06] ppdet.engine INFO: Epoch: [183] [140/610] learning_rate: 0.098850 loss_vfl: 0.826668 loss_bbox: 0.291597 loss_dfl: 0.193422 loss: 1.293507 eta: 1 day, 14:54:56 batch_cost: 1.9824 data_cost: 0.0011 ips: 24.2135 images/s [10/25 20:40:50] ppdet.engine INFO: Epoch: [183] [160/610] learning_rate: 0.098802 loss_vfl: 0.798545 loss_bbox: 0.287749 loss_dfl: 0.192204 loss: 1.292168 eta: 1 day, 14:54:17 batch_cost: 1.9638 data_cost: 0.0011 ips: 24.4430 images/s [10/25 20:41:34] ppdet.engine INFO: Epoch: [183] [180/610] learning_rate: 0.098753 loss_vfl: 0.801392 loss_bbox: 0.265606 loss_dfl: 0.176584 loss: 1.278208 eta: 1 day, 14:53:38 batch_cost: 1.9874 data_cost: 0.0012 ips: 24.1522 images/s [10/25 20:42:17] ppdet.engine INFO: Epoch: [183] [200/610] learning_rate: 0.098705 loss_vfl: 0.792307 loss_bbox: 0.283323 loss_dfl: 0.188179 loss: 1.280104 eta: 1 day, 14:52:58 batch_cost: 1.9136 data_cost: 0.0011 ips: 25.0839 images/s [10/25 20:43:01] ppdet.engine INFO: Epoch: [183] [220/610] learning_rate: 0.098657 loss_vfl: 0.835648 loss_bbox: 0.279360 loss_dfl: 0.184623 loss: 1.270479 eta: 1 day, 14:52:19 batch_cost: 1.9995 data_cost: 0.0056 ips: 24.0060 images/s [10/25 20:43:45] ppdet.engine INFO: Epoch: [183] [240/610] learning_rate: 0.098608 loss_vfl: 0.819068 loss_bbox: 0.256010 loss_dfl: 0.187053 loss: 1.257972 eta: 1 day, 14:51:39 batch_cost: 1.9826 data_cost: 0.0012 ips: 24.2111 images/s [10/25 20:44:29] ppdet.engine INFO: Epoch: [183] [260/610] learning_rate: 0.098560 loss_vfl: 0.803229 loss_bbox: 0.274028 loss_dfl: 0.179825 loss: 1.267992 eta: 1 day, 14:51:01 batch_cost: 2.0480 data_cost: 0.0011 ips: 23.4373 images/s [10/25 20:45:14] ppdet.engine INFO: Epoch: [183] [280/610] learning_rate: 0.098512 loss_vfl: 0.826420 loss_bbox: 0.286151 loss_dfl: 0.188526 loss: 1.301980 eta: 1 day, 14:50:22 batch_cost: 1.9947 data_cost: 0.0013 ips: 24.0632 images/s [10/25 20:45:57] ppdet.engine INFO: Epoch: [183] [300/610] learning_rate: 0.098463 loss_vfl: 0.841735 loss_bbox: 0.281365 loss_dfl: 0.187248 loss: 1.319787 eta: 1 day, 14:49:43 batch_cost: 1.9711 data_cost: 0.0011 ips: 24.3520 images/s [10/25 20:46:41] ppdet.engine INFO: Epoch: [183] [320/610] learning_rate: 0.098415 loss_vfl: 0.827543 loss_bbox: 0.275926 loss_dfl: 0.184902 loss: 1.273347 eta: 1 day, 14:49:04 batch_cost: 1.9984 data_cost: 0.0016 ips: 24.0195 images/s [10/25 20:47:24] ppdet.engine INFO: Epoch: [183] [340/610] learning_rate: 0.098366 loss_vfl: 0.799271 loss_bbox: 0.262032 loss_dfl: 0.184712 loss: 1.259322 eta: 1 day, 14:48:25 batch_cost: 1.9703 data_cost: 0.0011 ips: 24.3612 images/s [10/25 20:48:07] ppdet.engine INFO: Epoch: [183] [360/610] learning_rate: 0.098318 loss_vfl: 0.801240 loss_bbox: 0.280335 loss_dfl: 0.184357 loss: 1.268800 eta: 1 day, 14:47:45 batch_cost: 1.9756 data_cost: 0.0011 ips: 24.2963 images/s [10/25 20:48:51] ppdet.engine INFO: Epoch: [183] [380/610] learning_rate: 0.098270 loss_vfl: 0.792069 loss_bbox: 0.283349 loss_dfl: 0.195265 loss: 1.289667 eta: 1 day, 14:47:06 batch_cost: 1.9755 data_cost: 0.0011 ips: 24.2973 images/s [10/25 20:49:35] ppdet.engine INFO: Epoch: [183] [400/610] learning_rate: 0.098221 loss_vfl: 0.823191 loss_bbox: 0.271752 loss_dfl: 0.182136 loss: 1.314257 eta: 1 day, 14:46:28 batch_cost: 2.0202 data_cost: 0.0010 ips: 23.7603 images/s [10/25 20:50:19] ppdet.engine INFO: Epoch: [183] [420/610] learning_rate: 0.098173 loss_vfl: 0.803937 loss_bbox: 0.289238 loss_dfl: 0.193454 loss: 1.274301 eta: 1 day, 14:45:49 batch_cost: 1.9977 data_cost: 0.0010 ips: 24.0279 images/s [10/25 20:51:04] ppdet.engine INFO: Epoch: [183] [440/610] learning_rate: 0.098125 loss_vfl: 0.803332 loss_bbox: 0.300871 loss_dfl: 0.192588 loss: 1.309879 eta: 1 day, 14:45:10 batch_cost: 2.0059 data_cost: 0.0010 ips: 23.9291 images/s [10/25 20:51:47] ppdet.engine INFO: Epoch: [183] [460/610] learning_rate: 0.098076 loss_vfl: 0.825922 loss_bbox: 0.265629 loss_dfl: 0.182278 loss: 1.264677 eta: 1 day, 14:44:31 batch_cost: 1.9796 data_cost: 0.0011 ips: 24.2473 images/s [10/25 20:52:32] ppdet.engine INFO: Epoch: [183] [480/610] learning_rate: 0.098028 loss_vfl: 0.840917 loss_bbox: 0.280236 loss_dfl: 0.188333 loss: 1.296829 eta: 1 day, 14:43:52 batch_cost: 2.0155 data_cost: 0.0011 ips: 23.8152 images/s [10/25 20:53:16] ppdet.engine INFO: Epoch: [183] [500/610] learning_rate: 0.097980 loss_vfl: 0.806264 loss_bbox: 0.296718 loss_dfl: 0.190472 loss: 1.298645 eta: 1 day, 14:43:13 batch_cost: 1.9757 data_cost: 0.0013 ips: 24.2954 images/s [10/25 20:54:00] ppdet.engine INFO: Epoch: [183] [520/610] learning_rate: 0.097931 loss_vfl: 0.787800 loss_bbox: 0.285942 loss_dfl: 0.187243 loss: 1.292421 eta: 1 day, 14:42:34 batch_cost: 2.0147 data_cost: 0.0011 ips: 23.8248 images/s [10/25 20:54:44] ppdet.engine INFO: Epoch: [183] [540/610] learning_rate: 0.097883 loss_vfl: 0.807715 loss_bbox: 0.271380 loss_dfl: 0.185792 loss: 1.278899 eta: 1 day, 14:41:55 batch_cost: 1.9637 data_cost: 0.0011 ips: 24.4431 images/s [10/25 20:55:29] ppdet.engine INFO: Epoch: [183] [560/610] learning_rate: 0.097835 loss_vfl: 0.812598 loss_bbox: 0.304077 loss_dfl: 0.198855 loss: 1.283023 eta: 1 day, 14:41:16 batch_cost: 2.0234 data_cost: 0.0011 ips: 23.7222 images/s [10/25 20:56:13] ppdet.engine INFO: Epoch: [183] [580/610] learning_rate: 0.097787 loss_vfl: 0.813489 loss_bbox: 0.327227 loss_dfl: 0.206227 loss: 1.339060 eta: 1 day, 14:40:37 batch_cost: 2.0273 data_cost: 0.0011 ips: 23.6765 images/s [10/25 20:56:56] ppdet.engine INFO: Epoch: [183] [600/610] learning_rate: 0.097738 loss_vfl: 0.813990 loss_bbox: 0.273140 loss_dfl: 0.184569 loss: 1.287090 eta: 1 day, 14:39:58 batch_cost: 1.9343 data_cost: 0.0012 ips: 24.8146 images/s [10/25 20:57:29] ppdet.engine INFO: Epoch: [184] [ 0/610] learning_rate: 0.097714 loss_vfl: 0.829371 loss_bbox: 0.269462 loss_dfl: 0.178780 loss: 1.299133 eta: 1 day, 14:39:44 batch_cost: 2.3857 data_cost: 0.2328 ips: 20.1201 images/s [10/25 20:58:13] ppdet.engine INFO: Epoch: [184] [ 20/610] learning_rate: 0.097666 loss_vfl: 0.804077 loss_bbox: 0.295164 loss_dfl: 0.190609 loss: 1.301926 eta: 1 day, 14:39:05 batch_cost: 1.9783 data_cost: 0.0011 ips: 24.2635 images/s [10/25 20:58:56] ppdet.engine INFO: Epoch: [184] [ 40/610] learning_rate: 0.097618 loss_vfl: 0.812198 loss_bbox: 0.278117 loss_dfl: 0.186653 loss: 1.290168 eta: 1 day, 14:38:25 batch_cost: 1.9339 data_cost: 0.0012 ips: 24.8204 images/s [10/25 20:59:41] ppdet.engine INFO: Epoch: [184] [ 60/610] learning_rate: 0.097569 loss_vfl: 0.809561 loss_bbox: 0.303786 loss_dfl: 0.194667 loss: 1.289637 eta: 1 day, 14:37:46 batch_cost: 2.0088 data_cost: 0.0012 ips: 23.8948 images/s [10/25 21:00:25] ppdet.engine INFO: Epoch: [184] [ 80/610] learning_rate: 0.097521 loss_vfl: 0.817264 loss_bbox: 0.287471 loss_dfl: 0.182072 loss: 1.285811 eta: 1 day, 14:37:08 batch_cost: 2.0339 data_cost: 0.0011 ips: 23.5998 images/s [10/25 21:01:09] ppdet.engine INFO: Epoch: [184] [100/610] learning_rate: 0.097473 loss_vfl: 0.801848 loss_bbox: 0.294345 loss_dfl: 0.192881 loss: 1.284106 eta: 1 day, 14:36:29 batch_cost: 2.0053 data_cost: 0.0011 ips: 23.9365 images/s [10/25 21:01:53] ppdet.engine INFO: Epoch: [184] [120/610] learning_rate: 0.097425 loss_vfl: 0.802904 loss_bbox: 0.274915 loss_dfl: 0.189952 loss: 1.277044 eta: 1 day, 14:35:50 batch_cost: 1.9925 data_cost: 0.0011 ips: 24.0907 images/s [10/25 21:02:36] ppdet.engine INFO: Epoch: [184] [140/610] learning_rate: 0.097376 loss_vfl: 0.791860 loss_bbox: 0.274061 loss_dfl: 0.181490 loss: 1.275525 eta: 1 day, 14:35:10 batch_cost: 1.9588 data_cost: 0.0011 ips: 24.5051 images/s [10/25 21:03:19] ppdet.engine INFO: Epoch: [184] [160/610] learning_rate: 0.097328 loss_vfl: 0.813928 loss_bbox: 0.294794 loss_dfl: 0.189176 loss: 1.310363 eta: 1 day, 14:34:31 batch_cost: 1.9469 data_cost: 0.0012 ips: 24.6549 images/s [10/25 21:04:03] ppdet.engine INFO: Epoch: [184] [180/610] learning_rate: 0.097280 loss_vfl: 0.831228 loss_bbox: 0.268818 loss_dfl: 0.180535 loss: 1.283081 eta: 1 day, 14:33:52 batch_cost: 1.9804 data_cost: 0.0011 ips: 24.2371 images/s [10/25 21:04:47] ppdet.engine INFO: Epoch: [184] [200/610] learning_rate: 0.097232 loss_vfl: 0.812463 loss_bbox: 0.287894 loss_dfl: 0.187898 loss: 1.279855 eta: 1 day, 14:33:12 batch_cost: 1.9919 data_cost: 0.0011 ips: 24.0980 images/s [10/25 21:05:31] ppdet.engine INFO: Epoch: [184] [220/610] learning_rate: 0.097184 loss_vfl: 0.816559 loss_bbox: 0.273170 loss_dfl: 0.184704 loss: 1.284967 eta: 1 day, 14:32:34 batch_cost: 2.0153 data_cost: 0.0011 ips: 23.8175 images/s [10/25 21:06:15] ppdet.engine INFO: Epoch: [184] [240/610] learning_rate: 0.097135 loss_vfl: 0.810287 loss_bbox: 0.285196 loss_dfl: 0.190203 loss: 1.283237 eta: 1 day, 14:31:55 batch_cost: 2.0189 data_cost: 0.0011 ips: 23.7747 images/s [10/25 21:06:58] ppdet.engine INFO: Epoch: [184] [260/610] learning_rate: 0.097087 loss_vfl: 0.817080 loss_bbox: 0.271704 loss_dfl: 0.189510 loss: 1.289187 eta: 1 day, 14:31:15 batch_cost: 1.9440 data_cost: 0.0011 ips: 24.6914 images/s [10/25 21:07:42] ppdet.engine INFO: Epoch: [184] [280/610] learning_rate: 0.097039 loss_vfl: 0.809027 loss_bbox: 0.272511 loss_dfl: 0.180739 loss: 1.280276 eta: 1 day, 14:30:36 batch_cost: 1.9803 data_cost: 0.0011 ips: 24.2384 images/s [10/25 21:08:26] ppdet.engine INFO: Epoch: [184] [300/610] learning_rate: 0.096991 loss_vfl: 0.818527 loss_bbox: 0.281074 loss_dfl: 0.193797 loss: 1.291573 eta: 1 day, 14:29:57 batch_cost: 1.9472 data_cost: 0.0011 ips: 24.6504 images/s [10/25 21:09:09] ppdet.engine INFO: Epoch: [184] [320/610] learning_rate: 0.096943 loss_vfl: 0.809008 loss_bbox: 0.289243 loss_dfl: 0.191966 loss: 1.295315 eta: 1 day, 14:29:17 batch_cost: 1.9411 data_cost: 0.0011 ips: 24.7278 images/s [10/25 21:09:53] ppdet.engine INFO: Epoch: [184] [340/610] learning_rate: 0.096894 loss_vfl: 0.825026 loss_bbox: 0.259420 loss_dfl: 0.174879 loss: 1.275673 eta: 1 day, 14:28:37 batch_cost: 1.9473 data_cost: 0.0011 ips: 24.6499 images/s [10/25 21:10:37] ppdet.engine INFO: Epoch: [184] [360/610] learning_rate: 0.096846 loss_vfl: 0.812234 loss_bbox: 0.262872 loss_dfl: 0.177642 loss: 1.258394 eta: 1 day, 14:27:59 batch_cost: 2.0088 data_cost: 0.0011 ips: 23.8954 images/s [10/25 21:11:21] ppdet.engine INFO: Epoch: [184] [380/610] learning_rate: 0.096798 loss_vfl: 0.830921 loss_bbox: 0.249688 loss_dfl: 0.172587 loss: 1.257673 eta: 1 day, 14:27:20 batch_cost: 1.9989 data_cost: 0.0011 ips: 24.0130 images/s [10/25 21:12:04] ppdet.engine INFO: Epoch: [184] [400/610] learning_rate: 0.096750 loss_vfl: 0.832312 loss_bbox: 0.277188 loss_dfl: 0.179334 loss: 1.284762 eta: 1 day, 14:26:40 batch_cost: 1.9374 data_cost: 0.0011 ips: 24.7755 images/s [10/25 21:12:47] ppdet.engine INFO: Epoch: [184] [420/610] learning_rate: 0.096702 loss_vfl: 0.819337 loss_bbox: 0.275135 loss_dfl: 0.175585 loss: 1.278410 eta: 1 day, 14:26:01 batch_cost: 1.9705 data_cost: 0.0011 ips: 24.3589 images/s [10/25 21:13:31] ppdet.engine INFO: Epoch: [184] [440/610] learning_rate: 0.096654 loss_vfl: 0.810816 loss_bbox: 0.275296 loss_dfl: 0.187770 loss: 1.253625 eta: 1 day, 14:25:21 batch_cost: 1.9757 data_cost: 0.0012 ips: 24.2948 images/s [10/25 21:14:15] ppdet.engine INFO: Epoch: [184] [460/610] learning_rate: 0.096606 loss_vfl: 0.812978 loss_bbox: 0.265045 loss_dfl: 0.182990 loss: 1.298784 eta: 1 day, 14:24:42 batch_cost: 1.9918 data_cost: 0.0012 ips: 24.0994 images/s [10/25 21:15:00] ppdet.engine INFO: Epoch: [184] [480/610] learning_rate: 0.096557 loss_vfl: 0.804139 loss_bbox: 0.305532 loss_dfl: 0.189210 loss: 1.300289 eta: 1 day, 14:24:04 batch_cost: 2.0481 data_cost: 0.0011 ips: 23.4363 images/s [10/25 21:15:43] ppdet.engine INFO: Epoch: [184] [500/610] learning_rate: 0.096509 loss_vfl: 0.818915 loss_bbox: 0.282081 loss_dfl: 0.193974 loss: 1.306429 eta: 1 day, 14:23:24 batch_cost: 1.9445 data_cost: 0.0011 ips: 24.6846 images/s [10/25 21:16:26] ppdet.engine INFO: Epoch: [184] [520/610] learning_rate: 0.096461 loss_vfl: 0.817855 loss_bbox: 0.289217 loss_dfl: 0.190554 loss: 1.298700 eta: 1 day, 14:22:45 batch_cost: 1.9463 data_cost: 0.0010 ips: 24.6626 images/s [10/25 21:17:10] ppdet.engine INFO: Epoch: [184] [540/610] learning_rate: 0.096413 loss_vfl: 0.803637 loss_bbox: 0.281540 loss_dfl: 0.185816 loss: 1.274484 eta: 1 day, 14:22:06 batch_cost: 2.0073 data_cost: 0.0045 ips: 23.9127 images/s [10/25 21:17:54] ppdet.engine INFO: Epoch: [184] [560/610] learning_rate: 0.096365 loss_vfl: 0.804650 loss_bbox: 0.270474 loss_dfl: 0.185421 loss: 1.276740 eta: 1 day, 14:21:26 batch_cost: 1.9513 data_cost: 0.0011 ips: 24.5993 images/s [10/25 21:18:38] ppdet.engine INFO: Epoch: [184] [580/610] learning_rate: 0.096317 loss_vfl: 0.825600 loss_bbox: 0.288412 loss_dfl: 0.189957 loss: 1.303165 eta: 1 day, 14:20:48 batch_cost: 2.0024 data_cost: 0.0011 ips: 23.9710 images/s [10/25 21:19:21] ppdet.engine INFO: Epoch: [184] [600/610] learning_rate: 0.096269 loss_vfl: 0.811719 loss_bbox: 0.276218 loss_dfl: 0.185217 loss: 1.262759 eta: 1 day, 14:20:08 batch_cost: 1.9732 data_cost: 0.0012 ips: 24.3257 images/s [10/25 21:19:55] ppdet.engine INFO: Epoch: [185] [ 0/610] learning_rate: 0.096245 loss_vfl: 0.816488 loss_bbox: 0.268712 loss_dfl: 0.184617 loss: 1.269373 eta: 1 day, 14:19:55 batch_cost: 2.4393 data_cost: 0.2761 ips: 19.6778 images/s [10/25 21:20:42] ppdet.engine INFO: Epoch: [185] [ 20/610] learning_rate: 0.096197 loss_vfl: 0.802787 loss_bbox: 0.257991 loss_dfl: 0.184084 loss: 1.244558 eta: 1 day, 14:19:17 batch_cost: 2.0669 data_cost: 0.0013 ips: 23.2233 images/s [10/25 21:21:25] ppdet.engine INFO: Epoch: [185] [ 40/610] learning_rate: 0.096149 loss_vfl: 0.805733 loss_bbox: 0.281266 loss_dfl: 0.189101 loss: 1.302435 eta: 1 day, 14:18:37 batch_cost: 1.9369 data_cost: 0.0012 ips: 24.7814 images/s [10/25 21:22:09] ppdet.engine INFO: Epoch: [185] [ 60/610] learning_rate: 0.096101 loss_vfl: 0.801509 loss_bbox: 0.308133 loss_dfl: 0.195641 loss: 1.300233 eta: 1 day, 14:17:58 batch_cost: 1.9976 data_cost: 0.0011 ips: 24.0290 images/s [10/25 21:22:53] ppdet.engine INFO: Epoch: [185] [ 80/610] learning_rate: 0.096053 loss_vfl: 0.810086 loss_bbox: 0.276883 loss_dfl: 0.191429 loss: 1.281226 eta: 1 day, 14:17:18 batch_cost: 1.9377 data_cost: 0.0018 ips: 24.7712 images/s [10/25 21:23:37] ppdet.engine INFO: Epoch: [185] [100/610] learning_rate: 0.096004 loss_vfl: 0.805862 loss_bbox: 0.274834 loss_dfl: 0.187092 loss: 1.275965 eta: 1 day, 14:16:39 batch_cost: 1.9924 data_cost: 0.0010 ips: 24.0916 images/s [10/25 21:24:20] ppdet.engine INFO: Epoch: [185] [120/610] learning_rate: 0.095956 loss_vfl: 0.803656 loss_bbox: 0.262843 loss_dfl: 0.180711 loss: 1.274010 eta: 1 day, 14:16:00 batch_cost: 1.9619 data_cost: 0.0011 ips: 24.4663 images/s [10/25 21:25:02] ppdet.engine INFO: Epoch: [185] [140/610] learning_rate: 0.095908 loss_vfl: 0.798803 loss_bbox: 0.273165 loss_dfl: 0.185190 loss: 1.257732 eta: 1 day, 14:15:20 batch_cost: 1.9008 data_cost: 0.0014 ips: 25.2520 images/s [10/25 21:25:47] ppdet.engine INFO: Epoch: [185] [160/610] learning_rate: 0.095860 loss_vfl: 0.807928 loss_bbox: 0.292067 loss_dfl: 0.190016 loss: 1.313923 eta: 1 day, 14:14:41 batch_cost: 1.9896 data_cost: 0.0011 ips: 24.1255 images/s [10/25 21:26:31] ppdet.engine INFO: Epoch: [185] [180/610] learning_rate: 0.095812 loss_vfl: 0.796987 loss_bbox: 0.291240 loss_dfl: 0.192698 loss: 1.299582 eta: 1 day, 14:14:02 batch_cost: 2.0099 data_cost: 0.0011 ips: 23.8820 images/s [10/25 21:27:15] ppdet.engine INFO: Epoch: [185] [200/610] learning_rate: 0.095764 loss_vfl: 0.793257 loss_bbox: 0.279655 loss_dfl: 0.183227 loss: 1.250256 eta: 1 day, 14:13:23 batch_cost: 2.0014 data_cost: 0.0012 ips: 23.9835 images/s [10/25 21:27:59] ppdet.engine INFO: Epoch: [185] [220/610] learning_rate: 0.095716 loss_vfl: 0.811520 loss_bbox: 0.314815 loss_dfl: 0.200367 loss: 1.322226 eta: 1 day, 14:12:44 batch_cost: 1.9823 data_cost: 0.0011 ips: 24.2143 images/s [10/25 21:28:42] ppdet.engine INFO: Epoch: [185] [240/610] learning_rate: 0.095668 loss_vfl: 0.792270 loss_bbox: 0.281933 loss_dfl: 0.192670 loss: 1.278479 eta: 1 day, 14:12:04 batch_cost: 1.9398 data_cost: 0.0011 ips: 24.7453 images/s [10/25 21:29:25] ppdet.engine INFO: Epoch: [185] [260/610] learning_rate: 0.095620 loss_vfl: 0.796006 loss_bbox: 0.284625 loss_dfl: 0.186987 loss: 1.275636 eta: 1 day, 14:11:25 batch_cost: 1.9499 data_cost: 0.0015 ips: 24.6160 images/s [10/25 21:30:09] ppdet.engine INFO: Epoch: [185] [280/610] learning_rate: 0.095572 loss_vfl: 0.804447 loss_bbox: 0.297805 loss_dfl: 0.197021 loss: 1.298909 eta: 1 day, 14:10:45 batch_cost: 1.9592 data_cost: 0.0011 ips: 24.4997 images/s [10/25 21:30:53] ppdet.engine INFO: Epoch: [185] [300/610] learning_rate: 0.095524 loss_vfl: 0.809726 loss_bbox: 0.297465 loss_dfl: 0.194829 loss: 1.304932 eta: 1 day, 14:10:06 batch_cost: 2.0115 data_cost: 0.0011 ips: 23.8624 images/s [10/25 21:31:36] ppdet.engine INFO: Epoch: [185] [320/610] learning_rate: 0.095476 loss_vfl: 0.806659 loss_bbox: 0.271439 loss_dfl: 0.187657 loss: 1.275865 eta: 1 day, 14:09:27 batch_cost: 1.9631 data_cost: 0.0010 ips: 24.4511 images/s [10/25 21:32:21] ppdet.engine INFO: Epoch: [185] [340/610] learning_rate: 0.095428 loss_vfl: 0.795867 loss_bbox: 0.262959 loss_dfl: 0.182157 loss: 1.260921 eta: 1 day, 14:08:49 batch_cost: 2.0699 data_cost: 0.0011 ips: 23.1894 images/s [10/25 21:33:05] ppdet.engine INFO: Epoch: [185] [360/610] learning_rate: 0.095380 loss_vfl: 0.805113 loss_bbox: 0.271213 loss_dfl: 0.181460 loss: 1.273260 eta: 1 day, 14:08:09 batch_cost: 1.9627 data_cost: 0.0011 ips: 24.4566 images/s [10/25 21:33:49] ppdet.engine INFO: Epoch: [185] [380/610] learning_rate: 0.095332 loss_vfl: 0.807705 loss_bbox: 0.276295 loss_dfl: 0.186711 loss: 1.259576 eta: 1 day, 14:07:30 batch_cost: 1.9909 data_cost: 0.0013 ips: 24.1100 images/s [10/25 21:34:34] ppdet.engine INFO: Epoch: [185] [400/610] learning_rate: 0.095284 loss_vfl: 0.836260 loss_bbox: 0.293845 loss_dfl: 0.187728 loss: 1.298375 eta: 1 day, 14:06:52 batch_cost: 2.0128 data_cost: 0.0011 ips: 23.8472 images/s [10/25 21:35:18] ppdet.engine INFO: Epoch: [185] [420/610] learning_rate: 0.095237 loss_vfl: 0.817160 loss_bbox: 0.264649 loss_dfl: 0.183554 loss: 1.279791 eta: 1 day, 14:06:13 batch_cost: 1.9971 data_cost: 0.0017 ips: 24.0354 images/s [10/25 21:36:02] ppdet.engine INFO: Epoch: [185] [440/610] learning_rate: 0.095189 loss_vfl: 0.823427 loss_bbox: 0.270447 loss_dfl: 0.182225 loss: 1.283627 eta: 1 day, 14:05:34 batch_cost: 2.0112 data_cost: 0.0011 ips: 23.8663 images/s [10/25 21:36:47] ppdet.engine INFO: Epoch: [185] [460/610] learning_rate: 0.095141 loss_vfl: 0.811758 loss_bbox: 0.282210 loss_dfl: 0.188713 loss: 1.290553 eta: 1 day, 14:04:55 batch_cost: 1.9983 data_cost: 0.0011 ips: 24.0203 images/s [10/25 21:37:30] ppdet.engine INFO: Epoch: [185] [480/610] learning_rate: 0.095093 loss_vfl: 0.834339 loss_bbox: 0.266735 loss_dfl: 0.188438 loss: 1.272679 eta: 1 day, 14:04:15 batch_cost: 1.9637 data_cost: 0.0011 ips: 24.4442 images/s [10/25 21:38:15] ppdet.engine INFO: Epoch: [185] [500/610] learning_rate: 0.095045 loss_vfl: 0.825698 loss_bbox: 0.268708 loss_dfl: 0.183892 loss: 1.275630 eta: 1 day, 14:03:37 batch_cost: 2.0005 data_cost: 0.0011 ips: 23.9937 images/s [10/25 21:38:58] ppdet.engine INFO: Epoch: [185] [520/610] learning_rate: 0.094997 loss_vfl: 0.826348 loss_bbox: 0.263879 loss_dfl: 0.175261 loss: 1.275466 eta: 1 day, 14:02:57 batch_cost: 1.9365 data_cost: 0.0011 ips: 24.7875 images/s [10/25 21:39:42] ppdet.engine INFO: Epoch: [185] [540/610] learning_rate: 0.094949 loss_vfl: 0.798033 loss_bbox: 0.270988 loss_dfl: 0.184988 loss: 1.254558 eta: 1 day, 14:02:18 batch_cost: 1.9715 data_cost: 0.0011 ips: 24.3470 images/s [10/25 21:40:27] ppdet.engine INFO: Epoch: [185] [560/610] learning_rate: 0.094901 loss_vfl: 0.820509 loss_bbox: 0.295423 loss_dfl: 0.190234 loss: 1.303330 eta: 1 day, 14:01:39 batch_cost: 1.9972 data_cost: 0.0011 ips: 24.0335 images/s [10/25 21:41:11] ppdet.engine INFO: Epoch: [185] [580/610] learning_rate: 0.094853 loss_vfl: 0.790029 loss_bbox: 0.275446 loss_dfl: 0.186944 loss: 1.262195 eta: 1 day, 14:01:00 batch_cost: 1.9973 data_cost: 0.0012 ips: 24.0329 images/s [10/25 21:41:54] ppdet.engine INFO: Epoch: [185] [600/610] learning_rate: 0.094805 loss_vfl: 0.818434 loss_bbox: 0.309459 loss_dfl: 0.198698 loss: 1.309307 eta: 1 day, 14:00:20 batch_cost: 1.9205 data_cost: 0.0011 ips: 24.9938 images/s [10/25 21:42:27] ppdet.engine INFO: Epoch: [186] [ 0/610] learning_rate: 0.094781 loss_vfl: 0.796446 loss_bbox: 0.289254 loss_dfl: 0.190533 loss: 1.283234 eta: 1 day, 14:00:06 batch_cost: 2.3383 data_cost: 0.3149 ips: 20.5277 images/s [10/25 21:43:13] ppdet.engine INFO: Epoch: [186] [ 20/610] learning_rate: 0.094733 loss_vfl: 0.803521 loss_bbox: 0.310205 loss_dfl: 0.195687 loss: 1.302519 eta: 1 day, 13:59:28 batch_cost: 2.1044 data_cost: 0.0016 ips: 22.8091 images/s [10/25 21:43:58] ppdet.engine INFO: Epoch: [186] [ 40/610] learning_rate: 0.094686 loss_vfl: 0.800719 loss_bbox: 0.284957 loss_dfl: 0.185540 loss: 1.282035 eta: 1 day, 13:58:49 batch_cost: 1.9883 data_cost: 0.0011 ips: 24.1416 images/s [10/25 21:44:42] ppdet.engine INFO: Epoch: [186] [ 60/610] learning_rate: 0.094638 loss_vfl: 0.812672 loss_bbox: 0.294319 loss_dfl: 0.185046 loss: 1.275865 eta: 1 day, 13:58:10 batch_cost: 1.9947 data_cost: 0.0011 ips: 24.0632 images/s [10/25 21:45:25] ppdet.engine INFO: Epoch: [186] [ 80/610] learning_rate: 0.094590 loss_vfl: 0.810021 loss_bbox: 0.275639 loss_dfl: 0.182662 loss: 1.264957 eta: 1 day, 13:57:30 batch_cost: 1.9292 data_cost: 0.0011 ips: 24.8804 images/s [10/25 21:46:09] ppdet.engine INFO: Epoch: [186] [100/610] learning_rate: 0.094542 loss_vfl: 0.783428 loss_bbox: 0.280229 loss_dfl: 0.184159 loss: 1.264778 eta: 1 day, 13:56:51 batch_cost: 1.9878 data_cost: 0.0011 ips: 24.1476 images/s [10/25 21:46:52] ppdet.engine INFO: Epoch: [186] [120/610] learning_rate: 0.094494 loss_vfl: 0.796639 loss_bbox: 0.291056 loss_dfl: 0.186843 loss: 1.282569 eta: 1 day, 13:56:11 batch_cost: 1.9485 data_cost: 0.0018 ips: 24.6347 images/s [10/25 21:47:37] ppdet.engine INFO: Epoch: [186] [140/610] learning_rate: 0.094446 loss_vfl: 0.794299 loss_bbox: 0.302949 loss_dfl: 0.185668 loss: 1.287128 eta: 1 day, 13:55:32 batch_cost: 2.0112 data_cost: 0.0011 ips: 23.8658 images/s [10/25 21:48:21] ppdet.engine INFO: Epoch: [186] [160/610] learning_rate: 0.094398 loss_vfl: 0.806298 loss_bbox: 0.260917 loss_dfl: 0.184992 loss: 1.264682 eta: 1 day, 13:54:53 batch_cost: 1.9716 data_cost: 0.0012 ips: 24.3454 images/s [10/25 21:49:04] ppdet.engine INFO: Epoch: [186] [180/610] learning_rate: 0.094351 loss_vfl: 0.812971 loss_bbox: 0.281633 loss_dfl: 0.186191 loss: 1.283561 eta: 1 day, 13:54:14 batch_cost: 1.9479 data_cost: 0.0011 ips: 24.6420 images/s [10/25 21:49:48] ppdet.engine INFO: Epoch: [186] [200/610] learning_rate: 0.094303 loss_vfl: 0.805164 loss_bbox: 0.302315 loss_dfl: 0.192421 loss: 1.315362 eta: 1 day, 13:53:34 batch_cost: 1.9351 data_cost: 0.0011 ips: 24.8049 images/s [10/25 21:50:32] ppdet.engine INFO: Epoch: [186] [220/610] learning_rate: 0.094255 loss_vfl: 0.809398 loss_bbox: 0.293855 loss_dfl: 0.190778 loss: 1.291999 eta: 1 day, 13:52:55 batch_cost: 1.9911 data_cost: 0.0014 ips: 24.1075 images/s [10/25 21:51:16] ppdet.engine INFO: Epoch: [186] [240/610] learning_rate: 0.094207 loss_vfl: 0.816251 loss_bbox: 0.262483 loss_dfl: 0.182336 loss: 1.247014 eta: 1 day, 13:52:16 batch_cost: 1.9917 data_cost: 0.0012 ips: 24.0994 images/s [10/25 21:52:00] ppdet.engine INFO: Epoch: [186] [260/610] learning_rate: 0.094159 loss_vfl: 0.802986 loss_bbox: 0.283481 loss_dfl: 0.185445 loss: 1.265633 eta: 1 day, 13:51:37 batch_cost: 2.0124 data_cost: 0.0012 ips: 23.8521 images/s [10/25 21:52:44] ppdet.engine INFO: Epoch: [186] [280/610] learning_rate: 0.094112 loss_vfl: 0.796899 loss_bbox: 0.289496 loss_dfl: 0.189804 loss: 1.283229 eta: 1 day, 13:50:58 batch_cost: 1.9846 data_cost: 0.0011 ips: 24.1860 images/s [10/25 21:53:28] ppdet.engine INFO: Epoch: [186] [300/610] learning_rate: 0.094064 loss_vfl: 0.824401 loss_bbox: 0.281543 loss_dfl: 0.188222 loss: 1.278154 eta: 1 day, 13:50:19 batch_cost: 1.9784 data_cost: 0.0011 ips: 24.2614 images/s [10/25 21:54:12] ppdet.engine INFO: Epoch: [186] [320/610] learning_rate: 0.094016 loss_vfl: 0.820734 loss_bbox: 0.285544 loss_dfl: 0.195559 loss: 1.297831 eta: 1 day, 13:49:40 batch_cost: 2.0339 data_cost: 0.0011 ips: 23.5999 images/s [10/25 21:54:55] ppdet.engine INFO: Epoch: [186] [340/610] learning_rate: 0.093968 loss_vfl: 0.827546 loss_bbox: 0.261278 loss_dfl: 0.177868 loss: 1.291369 eta: 1 day, 13:49:00 batch_cost: 1.9329 data_cost: 0.0010 ips: 24.8327 images/s [10/25 21:55:39] ppdet.engine INFO: Epoch: [186] [360/610] learning_rate: 0.093920 loss_vfl: 0.807962 loss_bbox: 0.258869 loss_dfl: 0.180473 loss: 1.251713 eta: 1 day, 13:48:21 batch_cost: 2.0099 data_cost: 0.0010 ips: 23.8812 images/s [10/25 21:56:23] ppdet.engine INFO: Epoch: [186] [380/610] learning_rate: 0.093873 loss_vfl: 0.817639 loss_bbox: 0.266485 loss_dfl: 0.181750 loss: 1.255906 eta: 1 day, 13:47:42 batch_cost: 1.9940 data_cost: 0.0010 ips: 24.0726 images/s [10/25 21:57:06] ppdet.engine INFO: Epoch: [186] [400/610] learning_rate: 0.093825 loss_vfl: 0.823998 loss_bbox: 0.279817 loss_dfl: 0.190166 loss: 1.282477 eta: 1 day, 13:47:03 batch_cost: 1.9762 data_cost: 0.0011 ips: 24.2885 images/s [10/25 21:57:50] ppdet.engine INFO: Epoch: [186] [420/610] learning_rate: 0.093777 loss_vfl: 0.808359 loss_bbox: 0.285429 loss_dfl: 0.191939 loss: 1.277770 eta: 1 day, 13:46:24 batch_cost: 1.9617 data_cost: 0.0012 ips: 24.4683 images/s [10/25 21:58:34] ppdet.engine INFO: Epoch: [186] [440/610] learning_rate: 0.093729 loss_vfl: 0.810719 loss_bbox: 0.288834 loss_dfl: 0.196172 loss: 1.294099 eta: 1 day, 13:45:45 batch_cost: 2.0184 data_cost: 0.0012 ips: 23.7812 images/s [10/25 21:59:19] ppdet.engine INFO: Epoch: [186] [460/610] learning_rate: 0.093682 loss_vfl: 0.820524 loss_bbox: 0.284015 loss_dfl: 0.189879 loss: 1.308183 eta: 1 day, 13:45:06 batch_cost: 2.0316 data_cost: 0.0011 ips: 23.6262 images/s [10/25 22:00:03] ppdet.engine INFO: Epoch: [186] [480/610] learning_rate: 0.093634 loss_vfl: 0.811205 loss_bbox: 0.289583 loss_dfl: 0.192579 loss: 1.301878 eta: 1 day, 13:44:27 batch_cost: 1.9437 data_cost: 0.0013 ips: 24.6947 images/s [10/25 22:00:46] ppdet.engine INFO: Epoch: [186] [500/610] learning_rate: 0.093586 loss_vfl: 0.811061 loss_bbox: 0.268177 loss_dfl: 0.184091 loss: 1.266808 eta: 1 day, 13:43:47 batch_cost: 1.9679 data_cost: 0.0011 ips: 24.3918 images/s [10/25 22:01:30] ppdet.engine INFO: Epoch: [186] [520/610] learning_rate: 0.093539 loss_vfl: 0.803019 loss_bbox: 0.272525 loss_dfl: 0.186107 loss: 1.260681 eta: 1 day, 13:43:09 batch_cost: 2.0186 data_cost: 0.0011 ips: 23.7794 images/s [10/25 22:02:15] ppdet.engine INFO: Epoch: [186] [540/610] learning_rate: 0.093491 loss_vfl: 0.825780 loss_bbox: 0.278654 loss_dfl: 0.181797 loss: 1.300621 eta: 1 day, 13:42:30 batch_cost: 2.0104 data_cost: 0.0011 ips: 23.8756 images/s [10/25 22:03:00] ppdet.engine INFO: Epoch: [186] [560/610] learning_rate: 0.093443 loss_vfl: 0.824155 loss_bbox: 0.280218 loss_dfl: 0.187374 loss: 1.305717 eta: 1 day, 13:41:51 batch_cost: 1.9983 data_cost: 0.0011 ips: 24.0206 images/s [10/25 22:03:43] ppdet.engine INFO: Epoch: [186] [580/610] learning_rate: 0.093395 loss_vfl: 0.823051 loss_bbox: 0.285617 loss_dfl: 0.188336 loss: 1.277525 eta: 1 day, 13:41:12 batch_cost: 2.0057 data_cost: 0.0011 ips: 23.9316 images/s [10/25 22:04:25] ppdet.engine INFO: Epoch: [186] [600/610] learning_rate: 0.093348 loss_vfl: 0.798448 loss_bbox: 0.273098 loss_dfl: 0.187176 loss: 1.271023 eta: 1 day, 13:40:32 batch_cost: 1.8691 data_cost: 0.0011 ips: 25.6811 images/s [10/25 22:04:59] ppdet.engine INFO: Epoch: [187] [ 0/610] learning_rate: 0.093324 loss_vfl: 0.821043 loss_bbox: 0.271572 loss_dfl: 0.185937 loss: 1.271023 eta: 1 day, 13:40:17 batch_cost: 2.3266 data_cost: 0.2417 ips: 20.6306 images/s [10/25 22:05:44] ppdet.engine INFO: Epoch: [187] [ 20/610] learning_rate: 0.093276 loss_vfl: 0.806979 loss_bbox: 0.273007 loss_dfl: 0.181105 loss: 1.267397 eta: 1 day, 13:39:39 batch_cost: 2.0302 data_cost: 0.0046 ips: 23.6435 images/s [10/25 22:06:29] ppdet.engine INFO: Epoch: [187] [ 40/610] learning_rate: 0.093229 loss_vfl: 0.810060 loss_bbox: 0.288546 loss_dfl: 0.192433 loss: 1.287749 eta: 1 day, 13:39:00 batch_cost: 2.0170 data_cost: 0.0011 ips: 23.7980 images/s [10/25 22:07:13] ppdet.engine INFO: Epoch: [187] [ 60/610] learning_rate: 0.093181 loss_vfl: 0.813398 loss_bbox: 0.268466 loss_dfl: 0.183291 loss: 1.271304 eta: 1 day, 13:38:21 batch_cost: 1.9750 data_cost: 0.0043 ips: 24.3037 images/s [10/25 22:07:56] ppdet.engine INFO: Epoch: [187] [ 80/610] learning_rate: 0.093133 loss_vfl: 0.811072 loss_bbox: 0.273659 loss_dfl: 0.183393 loss: 1.269216 eta: 1 day, 13:37:41 batch_cost: 1.9562 data_cost: 0.0011 ips: 24.5370 images/s [10/25 22:08:40] ppdet.engine INFO: Epoch: [187] [100/610] learning_rate: 0.093086 loss_vfl: 0.819553 loss_bbox: 0.281528 loss_dfl: 0.180822 loss: 1.268498 eta: 1 day, 13:37:02 batch_cost: 1.9978 data_cost: 0.0011 ips: 24.0265 images/s [10/25 22:09:24] ppdet.engine INFO: Epoch: [187] [120/610] learning_rate: 0.093038 loss_vfl: 0.812920 loss_bbox: 0.286652 loss_dfl: 0.186133 loss: 1.294335 eta: 1 day, 13:36:23 batch_cost: 2.0041 data_cost: 0.0011 ips: 23.9513 images/s [10/25 22:10:08] ppdet.engine INFO: Epoch: [187] [140/610] learning_rate: 0.092990 loss_vfl: 0.801642 loss_bbox: 0.292256 loss_dfl: 0.188789 loss: 1.260333 eta: 1 day, 13:35:45 batch_cost: 2.0399 data_cost: 0.0012 ips: 23.5304 images/s [10/25 22:10:52] ppdet.engine INFO: Epoch: [187] [160/610] learning_rate: 0.092943 loss_vfl: 0.793460 loss_bbox: 0.298996 loss_dfl: 0.194276 loss: 1.285322 eta: 1 day, 13:35:06 batch_cost: 2.0104 data_cost: 0.0011 ips: 23.8762 images/s [10/25 22:11:36] ppdet.engine INFO: Epoch: [187] [180/610] learning_rate: 0.092895 loss_vfl: 0.809907 loss_bbox: 0.281534 loss_dfl: 0.186920 loss: 1.285763 eta: 1 day, 13:34:27 batch_cost: 1.9712 data_cost: 0.0012 ips: 24.3509 images/s [10/25 22:12:20] ppdet.engine INFO: Epoch: [187] [200/610] learning_rate: 0.092847 loss_vfl: 0.810414 loss_bbox: 0.280051 loss_dfl: 0.184186 loss: 1.295268 eta: 1 day, 13:33:48 batch_cost: 1.9904 data_cost: 0.0011 ips: 24.1153 images/s [10/25 22:13:03] ppdet.engine INFO: Epoch: [187] [220/610] learning_rate: 0.092800 loss_vfl: 0.805837 loss_bbox: 0.285749 loss_dfl: 0.192200 loss: 1.259001 eta: 1 day, 13:33:08 batch_cost: 1.9586 data_cost: 0.0012 ips: 24.5076 images/s [10/25 22:13:47] ppdet.engine INFO: Epoch: [187] [240/610] learning_rate: 0.092752 loss_vfl: 0.797664 loss_bbox: 0.277087 loss_dfl: 0.189825 loss: 1.286834 eta: 1 day, 13:32:29 batch_cost: 1.9675 data_cost: 0.0012 ips: 24.3970 images/s [10/25 22:14:31] ppdet.engine INFO: Epoch: [187] [260/610] learning_rate: 0.092705 loss_vfl: 0.795178 loss_bbox: 0.271384 loss_dfl: 0.188505 loss: 1.273041 eta: 1 day, 13:31:50 batch_cost: 2.0127 data_cost: 0.0012 ips: 23.8485 images/s [10/25 22:15:15] ppdet.engine INFO: Epoch: [187] [280/610] learning_rate: 0.092657 loss_vfl: 0.824148 loss_bbox: 0.269175 loss_dfl: 0.178456 loss: 1.266309 eta: 1 day, 13:31:11 batch_cost: 1.9738 data_cost: 0.0011 ips: 24.3187 images/s [10/25 22:15:59] ppdet.engine INFO: Epoch: [187] [300/610] learning_rate: 0.092609 loss_vfl: 0.798737 loss_bbox: 0.270167 loss_dfl: 0.181003 loss: 1.271953 eta: 1 day, 13:30:31 batch_cost: 1.9364 data_cost: 0.0011 ips: 24.7882 images/s [10/25 22:16:43] ppdet.engine INFO: Epoch: [187] [320/610] learning_rate: 0.092562 loss_vfl: 0.822470 loss_bbox: 0.272131 loss_dfl: 0.190757 loss: 1.263493 eta: 1 day, 13:29:52 batch_cost: 1.9997 data_cost: 0.0011 ips: 24.0035 images/s [10/25 22:17:27] ppdet.engine INFO: Epoch: [187] [340/610] learning_rate: 0.092514 loss_vfl: 0.811103 loss_bbox: 0.272073 loss_dfl: 0.184173 loss: 1.266991 eta: 1 day, 13:29:13 batch_cost: 1.9923 data_cost: 0.0011 ips: 24.0924 images/s [10/25 22:18:11] ppdet.engine INFO: Epoch: [187] [360/610] learning_rate: 0.092467 loss_vfl: 0.797289 loss_bbox: 0.288227 loss_dfl: 0.191930 loss: 1.281708 eta: 1 day, 13:28:34 batch_cost: 1.9857 data_cost: 0.0010 ips: 24.1723 images/s [10/25 22:18:56] ppdet.engine INFO: Epoch: [187] [380/610] learning_rate: 0.092419 loss_vfl: 0.805079 loss_bbox: 0.274116 loss_dfl: 0.177904 loss: 1.275176 eta: 1 day, 13:27:55 batch_cost: 2.0350 data_cost: 0.0011 ips: 23.5873 images/s [10/25 22:19:40] ppdet.engine INFO: Epoch: [187] [400/610] learning_rate: 0.092372 loss_vfl: 0.793820 loss_bbox: 0.278190 loss_dfl: 0.184607 loss: 1.282897 eta: 1 day, 13:27:16 batch_cost: 1.9991 data_cost: 0.0011 ips: 24.0111 images/s [10/25 22:20:25] ppdet.engine INFO: Epoch: [187] [420/610] learning_rate: 0.092324 loss_vfl: 0.809474 loss_bbox: 0.278569 loss_dfl: 0.182842 loss: 1.261027 eta: 1 day, 13:26:37 batch_cost: 2.0024 data_cost: 0.0012 ips: 23.9710 images/s [10/25 22:21:09] ppdet.engine INFO: Epoch: [187] [440/610] learning_rate: 0.092276 loss_vfl: 0.805644 loss_bbox: 0.269644 loss_dfl: 0.180746 loss: 1.244276 eta: 1 day, 13:25:58 batch_cost: 1.9773 data_cost: 0.0011 ips: 24.2751 images/s [10/25 22:21:52] ppdet.engine INFO: Epoch: [187] [460/610] learning_rate: 0.092229 loss_vfl: 0.780270 loss_bbox: 0.264740 loss_dfl: 0.183168 loss: 1.235747 eta: 1 day, 13:25:20 batch_cost: 2.0199 data_cost: 0.0012 ips: 23.7635 images/s [10/25 22:22:36] ppdet.engine INFO: Epoch: [187] [480/610] learning_rate: 0.092181 loss_vfl: 0.815818 loss_bbox: 0.299039 loss_dfl: 0.196698 loss: 1.285049 eta: 1 day, 13:24:40 batch_cost: 1.9676 data_cost: 0.0011 ips: 24.3955 images/s [10/25 22:23:20] ppdet.engine INFO: Epoch: [187] [500/610] learning_rate: 0.092134 loss_vfl: 0.815976 loss_bbox: 0.280510 loss_dfl: 0.191683 loss: 1.288762 eta: 1 day, 13:24:01 batch_cost: 1.9967 data_cost: 0.0037 ips: 24.0396 images/s [10/25 22:24:03] ppdet.engine INFO: Epoch: [187] [520/610] learning_rate: 0.092086 loss_vfl: 0.822660 loss_bbox: 0.279572 loss_dfl: 0.179431 loss: 1.275317 eta: 1 day, 13:23:22 batch_cost: 1.9860 data_cost: 0.0010 ips: 24.1694 images/s [10/25 22:24:48] ppdet.engine INFO: Epoch: [187] [540/610] learning_rate: 0.092039 loss_vfl: 0.805918 loss_bbox: 0.301509 loss_dfl: 0.195848 loss: 1.305280 eta: 1 day, 13:22:43 batch_cost: 2.0075 data_cost: 0.0012 ips: 23.9107 images/s [10/25 22:25:31] ppdet.engine INFO: Epoch: [187] [560/610] learning_rate: 0.091991 loss_vfl: 0.803365 loss_bbox: 0.272597 loss_dfl: 0.181719 loss: 1.271549 eta: 1 day, 13:22:04 batch_cost: 1.9551 data_cost: 0.0011 ips: 24.5513 images/s [10/25 22:26:16] ppdet.engine INFO: Epoch: [187] [580/610] learning_rate: 0.091944 loss_vfl: 0.798361 loss_bbox: 0.273892 loss_dfl: 0.184605 loss: 1.270504 eta: 1 day, 13:21:25 batch_cost: 2.0233 data_cost: 0.0011 ips: 23.7236 images/s [10/25 22:26:57] ppdet.engine INFO: Epoch: [187] [600/610] learning_rate: 0.091896 loss_vfl: 0.808225 loss_bbox: 0.280352 loss_dfl: 0.195669 loss: 1.271053 eta: 1 day, 13:20:45 batch_cost: 1.8835 data_cost: 0.0011 ips: 25.4848 images/s [10/25 22:27:30] ppdet.engine INFO: Epoch: [188] [ 0/610] learning_rate: 0.091873 loss_vfl: 0.816285 loss_bbox: 0.280978 loss_dfl: 0.190899 loss: 1.282581 eta: 1 day, 13:20:30 batch_cost: 2.2957 data_cost: 0.3114 ips: 20.9089 images/s [10/25 22:28:15] ppdet.engine INFO: Epoch: [188] [ 20/610] learning_rate: 0.091825 loss_vfl: 0.816226 loss_bbox: 0.293525 loss_dfl: 0.193182 loss: 1.287387 eta: 1 day, 13:19:51 batch_cost: 2.0292 data_cost: 0.0012 ips: 23.6547 images/s [10/25 22:29:01] ppdet.engine INFO: Epoch: [188] [ 40/610] learning_rate: 0.091778 loss_vfl: 0.814113 loss_bbox: 0.265809 loss_dfl: 0.176136 loss: 1.254587 eta: 1 day, 13:19:13 batch_cost: 2.0940 data_cost: 0.0011 ips: 22.9232 images/s [10/25 22:29:45] ppdet.engine INFO: Epoch: [188] [ 60/610] learning_rate: 0.091730 loss_vfl: 0.792574 loss_bbox: 0.274750 loss_dfl: 0.177952 loss: 1.269818 eta: 1 day, 13:18:35 batch_cost: 2.0081 data_cost: 0.0011 ips: 23.9035 images/s [10/25 22:30:30] ppdet.engine INFO: Epoch: [188] [ 80/610] learning_rate: 0.091683 loss_vfl: 0.815540 loss_bbox: 0.280908 loss_dfl: 0.186482 loss: 1.275814 eta: 1 day, 13:17:56 batch_cost: 1.9898 data_cost: 0.0011 ips: 24.1226 images/s [10/25 22:31:14] ppdet.engine INFO: Epoch: [188] [100/610] learning_rate: 0.091635 loss_vfl: 0.800645 loss_bbox: 0.275690 loss_dfl: 0.183441 loss: 1.252753 eta: 1 day, 13:17:16 batch_cost: 1.9853 data_cost: 0.0010 ips: 24.1779 images/s [10/25 22:31:57] ppdet.engine INFO: Epoch: [188] [120/610] learning_rate: 0.091588 loss_vfl: 0.797532 loss_bbox: 0.263120 loss_dfl: 0.176136 loss: 1.230154 eta: 1 day, 13:16:37 batch_cost: 1.9562 data_cost: 0.0011 ips: 24.5377 images/s [10/25 22:32:40] ppdet.engine INFO: Epoch: [188] [140/610] learning_rate: 0.091540 loss_vfl: 0.808616 loss_bbox: 0.279839 loss_dfl: 0.184244 loss: 1.271120 eta: 1 day, 13:15:57 batch_cost: 1.9245 data_cost: 0.0010 ips: 24.9420 images/s [10/25 22:33:23] ppdet.engine INFO: Epoch: [188] [160/610] learning_rate: 0.091493 loss_vfl: 0.812446 loss_bbox: 0.277236 loss_dfl: 0.189500 loss: 1.293164 eta: 1 day, 13:15:17 batch_cost: 1.9423 data_cost: 0.0010 ips: 24.7130 images/s [10/25 22:34:06] ppdet.engine INFO: Epoch: [188] [180/610] learning_rate: 0.091446 loss_vfl: 0.807880 loss_bbox: 0.275273 loss_dfl: 0.185648 loss: 1.268038 eta: 1 day, 13:14:38 batch_cost: 1.9245 data_cost: 0.0010 ips: 24.9418 images/s [10/25 22:34:51] ppdet.engine INFO: Epoch: [188] [200/610] learning_rate: 0.091398 loss_vfl: 0.799507 loss_bbox: 0.270068 loss_dfl: 0.180644 loss: 1.258078 eta: 1 day, 13:13:59 batch_cost: 2.0287 data_cost: 0.0010 ips: 23.6607 images/s [10/25 22:35:34] ppdet.engine INFO: Epoch: [188] [220/610] learning_rate: 0.091351 loss_vfl: 0.791227 loss_bbox: 0.284927 loss_dfl: 0.188189 loss: 1.285592 eta: 1 day, 13:13:19 batch_cost: 1.9582 data_cost: 0.0011 ips: 24.5122 images/s [10/25 22:36:18] ppdet.engine INFO: Epoch: [188] [240/610] learning_rate: 0.091303 loss_vfl: 0.804074 loss_bbox: 0.290641 loss_dfl: 0.188333 loss: 1.269205 eta: 1 day, 13:12:40 batch_cost: 1.9860 data_cost: 0.0011 ips: 24.1690 images/s [10/25 22:37:01] ppdet.engine INFO: Epoch: [188] [260/610] learning_rate: 0.091256 loss_vfl: 0.803300 loss_bbox: 0.261535 loss_dfl: 0.177431 loss: 1.246021 eta: 1 day, 13:12:01 batch_cost: 1.9809 data_cost: 0.0011 ips: 24.2317 images/s [10/25 22:37:45] ppdet.engine INFO: Epoch: [188] [280/610] learning_rate: 0.091209 loss_vfl: 0.802207 loss_bbox: 0.274542 loss_dfl: 0.187091 loss: 1.292521 eta: 1 day, 13:11:22 batch_cost: 1.9737 data_cost: 0.0013 ips: 24.3195 images/s [10/25 22:38:28] ppdet.engine INFO: Epoch: [188] [300/610] learning_rate: 0.091161 loss_vfl: 0.782872 loss_bbox: 0.283800 loss_dfl: 0.186495 loss: 1.261816 eta: 1 day, 13:10:42 batch_cost: 1.8945 data_cost: 0.0010 ips: 25.3365 images/s [10/25 22:39:10] ppdet.engine INFO: Epoch: [188] [320/610] learning_rate: 0.091114 loss_vfl: 0.797320 loss_bbox: 0.275615 loss_dfl: 0.184302 loss: 1.271067 eta: 1 day, 13:10:02 batch_cost: 1.9107 data_cost: 0.0011 ips: 25.1210 images/s [10/25 22:39:54] ppdet.engine INFO: Epoch: [188] [340/610] learning_rate: 0.091067 loss_vfl: 0.819054 loss_bbox: 0.250464 loss_dfl: 0.180719 loss: 1.272566 eta: 1 day, 13:09:22 batch_cost: 1.9763 data_cost: 0.0011 ips: 24.2877 images/s [10/25 22:40:38] ppdet.engine INFO: Epoch: [188] [360/610] learning_rate: 0.091019 loss_vfl: 0.816963 loss_bbox: 0.273091 loss_dfl: 0.183277 loss: 1.276799 eta: 1 day, 13:08:44 batch_cost: 2.0228 data_cost: 0.0011 ips: 23.7294 images/s [10/25 22:41:22] ppdet.engine INFO: Epoch: [188] [380/610] learning_rate: 0.090972 loss_vfl: 0.815316 loss_bbox: 0.262633 loss_dfl: 0.181556 loss: 1.280822 eta: 1 day, 13:08:04 batch_cost: 1.9895 data_cost: 0.0011 ips: 24.1271 images/s [10/25 22:42:06] ppdet.engine INFO: Epoch: [188] [400/610] learning_rate: 0.090924 loss_vfl: 0.820088 loss_bbox: 0.268270 loss_dfl: 0.183235 loss: 1.278349 eta: 1 day, 13:07:25 batch_cost: 1.9858 data_cost: 0.0011 ips: 24.1711 images/s [10/25 22:42:50] ppdet.engine INFO: Epoch: [188] [420/610] learning_rate: 0.090877 loss_vfl: 0.809603 loss_bbox: 0.261452 loss_dfl: 0.179599 loss: 1.250746 eta: 1 day, 13:06:46 batch_cost: 1.9724 data_cost: 0.0011 ips: 24.3355 images/s [10/25 22:43:33] ppdet.engine INFO: Epoch: [188] [440/610] learning_rate: 0.090830 loss_vfl: 0.788334 loss_bbox: 0.295028 loss_dfl: 0.194432 loss: 1.271528 eta: 1 day, 13:06:07 batch_cost: 1.9870 data_cost: 0.0011 ips: 24.1567 images/s [10/25 22:44:16] ppdet.engine INFO: Epoch: [188] [460/610] learning_rate: 0.090783 loss_vfl: 0.782803 loss_bbox: 0.274208 loss_dfl: 0.184315 loss: 1.238889 eta: 1 day, 13:05:27 batch_cost: 1.9170 data_cost: 0.0010 ips: 25.0397 images/s [10/25 22:44:59] ppdet.engine INFO: Epoch: [188] [480/610] learning_rate: 0.090735 loss_vfl: 0.818359 loss_bbox: 0.265579 loss_dfl: 0.186302 loss: 1.274441 eta: 1 day, 13:04:48 batch_cost: 1.9840 data_cost: 0.0011 ips: 24.1941 images/s [10/25 22:45:44] ppdet.engine INFO: Epoch: [188] [500/610] learning_rate: 0.090688 loss_vfl: 0.814407 loss_bbox: 0.281767 loss_dfl: 0.186665 loss: 1.248761 eta: 1 day, 13:04:09 batch_cost: 2.0123 data_cost: 0.0011 ips: 23.8536 images/s [10/25 22:46:26] ppdet.engine INFO: Epoch: [188] [520/610] learning_rate: 0.090641 loss_vfl: 0.798051 loss_bbox: 0.277293 loss_dfl: 0.181491 loss: 1.259501 eta: 1 day, 13:03:29 batch_cost: 1.9171 data_cost: 0.0011 ips: 25.0381 images/s [10/25 22:47:09] ppdet.engine INFO: Epoch: [188] [540/610] learning_rate: 0.090593 loss_vfl: 0.805613 loss_bbox: 0.257532 loss_dfl: 0.177294 loss: 1.248941 eta: 1 day, 13:02:49 batch_cost: 1.9112 data_cost: 0.0011 ips: 25.1152 images/s [10/25 22:47:53] ppdet.engine INFO: Epoch: [188] [560/610] learning_rate: 0.090546 loss_vfl: 0.812598 loss_bbox: 0.277235 loss_dfl: 0.181190 loss: 1.302670 eta: 1 day, 13:02:09 batch_cost: 1.9389 data_cost: 0.0011 ips: 24.7566 images/s [10/25 22:48:35] ppdet.engine INFO: Epoch: [188] [580/610] learning_rate: 0.090499 loss_vfl: 0.819864 loss_bbox: 0.274048 loss_dfl: 0.183517 loss: 1.288439 eta: 1 day, 13:01:30 batch_cost: 1.9398 data_cost: 0.0011 ips: 24.7454 images/s [10/25 22:49:18] ppdet.engine INFO: Epoch: [188] [600/610] learning_rate: 0.090451 loss_vfl: 0.824427 loss_bbox: 0.279410 loss_dfl: 0.186488 loss: 1.284588 eta: 1 day, 13:00:50 batch_cost: 1.9433 data_cost: 0.0011 ips: 24.7003 images/s [10/25 22:49:50] ppdet.engine INFO: Epoch: [189] [ 0/610] learning_rate: 0.090428 loss_vfl: 0.824427 loss_bbox: 0.284059 loss_dfl: 0.197273 loss: 1.319857 eta: 1 day, 13:00:35 batch_cost: 2.3010 data_cost: 0.1758 ips: 20.8603 images/s [10/25 22:50:35] ppdet.engine INFO: Epoch: [189] [ 20/610] learning_rate: 0.090381 loss_vfl: 0.790206 loss_bbox: 0.311784 loss_dfl: 0.200162 loss: 1.296093 eta: 1 day, 12:59:56 batch_cost: 2.0054 data_cost: 0.0012 ips: 23.9351 images/s [10/25 22:51:20] ppdet.engine INFO: Epoch: [189] [ 40/610] learning_rate: 0.090333 loss_vfl: 0.802090 loss_bbox: 0.272770 loss_dfl: 0.191797 loss: 1.270988 eta: 1 day, 12:59:17 batch_cost: 2.0304 data_cost: 0.0010 ips: 23.6403 images/s [10/25 22:52:04] ppdet.engine INFO: Epoch: [189] [ 60/610] learning_rate: 0.090286 loss_vfl: 0.805556 loss_bbox: 0.253473 loss_dfl: 0.172964 loss: 1.227085 eta: 1 day, 12:58:38 batch_cost: 1.9635 data_cost: 0.0011 ips: 24.4464 images/s [10/25 22:52:48] ppdet.engine INFO: Epoch: [189] [ 80/610] learning_rate: 0.090239 loss_vfl: 0.793312 loss_bbox: 0.274301 loss_dfl: 0.182961 loss: 1.253049 eta: 1 day, 12:57:59 batch_cost: 2.0030 data_cost: 0.0011 ips: 23.9638 images/s [10/25 22:53:33] ppdet.engine INFO: Epoch: [189] [100/610] learning_rate: 0.090192 loss_vfl: 0.813900 loss_bbox: 0.296726 loss_dfl: 0.186767 loss: 1.300675 eta: 1 day, 12:57:20 batch_cost: 2.0259 data_cost: 0.0010 ips: 23.6936 images/s [10/25 22:54:17] ppdet.engine INFO: Epoch: [189] [120/610] learning_rate: 0.090144 loss_vfl: 0.809898 loss_bbox: 0.287318 loss_dfl: 0.192164 loss: 1.312929 eta: 1 day, 12:56:42 batch_cost: 2.0477 data_cost: 0.0011 ips: 23.4412 images/s [10/25 22:55:01] ppdet.engine INFO: Epoch: [189] [140/610] learning_rate: 0.090097 loss_vfl: 0.811750 loss_bbox: 0.274034 loss_dfl: 0.185993 loss: 1.270489 eta: 1 day, 12:56:03 batch_cost: 1.9747 data_cost: 0.0011 ips: 24.3077 images/s [10/25 22:55:44] ppdet.engine INFO: Epoch: [189] [160/610] learning_rate: 0.090050 loss_vfl: 0.809456 loss_bbox: 0.293008 loss_dfl: 0.193864 loss: 1.288121 eta: 1 day, 12:55:23 batch_cost: 1.9511 data_cost: 0.0012 ips: 24.6009 images/s [10/25 22:56:28] ppdet.engine INFO: Epoch: [189] [180/610] learning_rate: 0.090003 loss_vfl: 0.792776 loss_bbox: 0.266133 loss_dfl: 0.183326 loss: 1.242889 eta: 1 day, 12:54:44 batch_cost: 1.9613 data_cost: 0.0011 ips: 24.4739 images/s [10/25 22:57:14] ppdet.engine INFO: Epoch: [189] [200/610] learning_rate: 0.089956 loss_vfl: 0.815680 loss_bbox: 0.277843 loss_dfl: 0.189970 loss: 1.293130 eta: 1 day, 12:54:06 batch_cost: 2.0929 data_cost: 0.0011 ips: 22.9349 images/s [10/25 22:57:58] ppdet.engine INFO: Epoch: [189] [220/610] learning_rate: 0.089908 loss_vfl: 0.781361 loss_bbox: 0.264548 loss_dfl: 0.178289 loss: 1.265552 eta: 1 day, 12:53:27 batch_cost: 1.9823 data_cost: 0.0011 ips: 24.2149 images/s [10/25 22:58:41] ppdet.engine INFO: Epoch: [189] [240/610] learning_rate: 0.089861 loss_vfl: 0.804062 loss_bbox: 0.285180 loss_dfl: 0.194741 loss: 1.268987 eta: 1 day, 12:52:47 batch_cost: 1.9659 data_cost: 0.0011 ips: 24.4158 images/s [10/25 22:59:24] ppdet.engine INFO: Epoch: [189] [260/610] learning_rate: 0.089814 loss_vfl: 0.817855 loss_bbox: 0.252250 loss_dfl: 0.176840 loss: 1.245878 eta: 1 day, 12:52:08 batch_cost: 1.9552 data_cost: 0.0010 ips: 24.5499 images/s [10/25 23:00:08] ppdet.engine INFO: Epoch: [189] [280/610] learning_rate: 0.089767 loss_vfl: 0.809282 loss_bbox: 0.282182 loss_dfl: 0.185716 loss: 1.282010 eta: 1 day, 12:51:28 batch_cost: 1.9716 data_cost: 0.0023 ips: 24.3459 images/s [10/25 23:00:51] ppdet.engine INFO: Epoch: [189] [300/610] learning_rate: 0.089720 loss_vfl: 0.805046 loss_bbox: 0.268329 loss_dfl: 0.183505 loss: 1.260576 eta: 1 day, 12:50:49 batch_cost: 1.9410 data_cost: 0.0011 ips: 24.7292 images/s [10/25 23:01:35] ppdet.engine INFO: Epoch: [189] [320/610] learning_rate: 0.089672 loss_vfl: 0.801122 loss_bbox: 0.284326 loss_dfl: 0.184219 loss: 1.266633 eta: 1 day, 12:50:10 batch_cost: 1.9992 data_cost: 0.0011 ips: 24.0101 images/s [10/25 23:02:21] ppdet.engine INFO: Epoch: [189] [340/610] learning_rate: 0.089625 loss_vfl: 0.815616 loss_bbox: 0.270328 loss_dfl: 0.184016 loss: 1.275154 eta: 1 day, 12:49:32 batch_cost: 2.0679 data_cost: 0.0011 ips: 23.2117 images/s [10/25 23:03:04] ppdet.engine INFO: Epoch: [189] [360/610] learning_rate: 0.089578 loss_vfl: 0.805902 loss_bbox: 0.272358 loss_dfl: 0.183752 loss: 1.278155 eta: 1 day, 12:48:52 batch_cost: 1.9756 data_cost: 0.0011 ips: 24.2964 images/s [10/25 23:03:48] ppdet.engine INFO: Epoch: [189] [380/610] learning_rate: 0.089531 loss_vfl: 0.831346 loss_bbox: 0.261329 loss_dfl: 0.177649 loss: 1.272707 eta: 1 day, 12:48:13 batch_cost: 2.0037 data_cost: 0.0011 ips: 23.9551 images/s [10/25 23:04:33] ppdet.engine INFO: Epoch: [189] [400/610] learning_rate: 0.089484 loss_vfl: 0.797719 loss_bbox: 0.269790 loss_dfl: 0.192039 loss: 1.274623 eta: 1 day, 12:47:34 batch_cost: 1.9981 data_cost: 0.0018 ips: 24.0230 images/s [10/25 23:05:17] ppdet.engine INFO: Epoch: [189] [420/610] learning_rate: 0.089437 loss_vfl: 0.812932 loss_bbox: 0.293666 loss_dfl: 0.194592 loss: 1.307564 eta: 1 day, 12:46:55 batch_cost: 2.0146 data_cost: 0.0011 ips: 23.8258 images/s [10/25 23:06:01] ppdet.engine INFO: Epoch: [189] [440/610] learning_rate: 0.089390 loss_vfl: 0.814280 loss_bbox: 0.272905 loss_dfl: 0.184247 loss: 1.305554 eta: 1 day, 12:46:16 batch_cost: 1.9660 data_cost: 0.0012 ips: 24.4146 images/s [10/25 23:06:44] ppdet.engine INFO: Epoch: [189] [460/610] learning_rate: 0.089343 loss_vfl: 0.812789 loss_bbox: 0.266472 loss_dfl: 0.190820 loss: 1.289281 eta: 1 day, 12:45:37 batch_cost: 1.9509 data_cost: 0.0011 ips: 24.6045 images/s [10/25 23:07:29] ppdet.engine INFO: Epoch: [189] [480/610] learning_rate: 0.089295 loss_vfl: 0.825330 loss_bbox: 0.266836 loss_dfl: 0.184850 loss: 1.287168 eta: 1 day, 12:44:58 batch_cost: 2.0556 data_cost: 0.0011 ips: 23.3506 images/s [10/25 23:08:11] ppdet.engine INFO: Epoch: [189] [500/610] learning_rate: 0.089248 loss_vfl: 0.812723 loss_bbox: 0.287161 loss_dfl: 0.178686 loss: 1.257823 eta: 1 day, 12:44:18 batch_cost: 1.8997 data_cost: 0.0011 ips: 25.2678 images/s [10/25 23:08:54] ppdet.engine INFO: Epoch: [189] [520/610] learning_rate: 0.089201 loss_vfl: 0.806923 loss_bbox: 0.266546 loss_dfl: 0.191395 loss: 1.278434 eta: 1 day, 12:43:38 batch_cost: 1.9372 data_cost: 0.0011 ips: 24.7786 images/s [10/25 23:09:38] ppdet.engine INFO: Epoch: [189] [540/610] learning_rate: 0.089154 loss_vfl: 0.798790 loss_bbox: 0.281343 loss_dfl: 0.187621 loss: 1.281749 eta: 1 day, 12:42:59 batch_cost: 1.9464 data_cost: 0.0011 ips: 24.6604 images/s [10/25 23:10:22] ppdet.engine INFO: Epoch: [189] [560/610] learning_rate: 0.089107 loss_vfl: 0.808407 loss_bbox: 0.271783 loss_dfl: 0.185560 loss: 1.266505 eta: 1 day, 12:42:20 batch_cost: 1.9776 data_cost: 0.0011 ips: 24.2716 images/s [10/25 23:11:05] ppdet.engine INFO: Epoch: [189] [580/610] learning_rate: 0.089060 loss_vfl: 0.799128 loss_bbox: 0.291885 loss_dfl: 0.193376 loss: 1.273321 eta: 1 day, 12:41:39 batch_cost: 1.9029 data_cost: 0.0041 ips: 25.2253 images/s [10/25 23:11:47] ppdet.engine INFO: Epoch: [189] [600/610] learning_rate: 0.089013 loss_vfl: 0.811131 loss_bbox: 0.301296 loss_dfl: 0.193153 loss: 1.295135 eta: 1 day, 12:40:59 batch_cost: 1.9049 data_cost: 0.0011 ips: 25.1985 images/s [10/25 23:12:07] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/25 23:12:08] ppdet.engine INFO: Eval iter: 0 [10/25 23:12:40] ppdet.engine INFO: Eval iter: 100 [10/25 23:13:04] ppdet.engine INFO: Eval iter: 200 [10/25 23:13:27] ppdet.engine INFO: Eval iter: 300 [10/25 23:13:50] ppdet.engine INFO: Eval iter: 400 [10/25 23:14:13] ppdet.engine INFO: Eval iter: 500 [10/25 23:14:36] ppdet.engine INFO: Eval iter: 600 [10/25 23:14:55] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.64s) creating index... index created! [10/25 23:14:56] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.89s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=98.26s). Accumulating evaluation results... DONE (t=18.34s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.359 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.518 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.381 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.140 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.385 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.579 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 ] = 0.483 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.513 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.241 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.569 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.764 [10/25 23:16:59] ppdet.engine INFO: Total sample number: 4952, averge FPS: 32.05653043807826 [10/25 23:16:59] ppdet.engine INFO: Best test bbox ap is 0.359. [10/25 23:16:59] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/25 23:17:01] ppdet.engine INFO: Epoch: [190] [ 0/610] learning_rate: 0.088990 loss_vfl: 0.815545 loss_bbox: 0.304349 loss_dfl: 0.193395 loss: 1.309169 eta: 1 day, 12:40:38 batch_cost: 1.8050 data_cost: 0.0011 ips: 26.5928 images/s [10/25 23:17:47] ppdet.engine INFO: Epoch: [190] [ 20/610] learning_rate: 0.088942 loss_vfl: 0.805354 loss_bbox: 0.263329 loss_dfl: 0.176210 loss: 1.232755 eta: 1 day, 12:39:59 batch_cost: 1.9761 data_cost: 0.0011 ips: 24.2909 images/s [10/25 23:18:31] ppdet.engine INFO: Epoch: [190] [ 40/610] learning_rate: 0.088895 loss_vfl: 0.790205 loss_bbox: 0.287594 loss_dfl: 0.187542 loss: 1.263880 eta: 1 day, 12:39:20 batch_cost: 2.0190 data_cost: 0.0011 ips: 23.7740 images/s [10/25 23:19:15] ppdet.engine INFO: Epoch: [190] [ 60/610] learning_rate: 0.088848 loss_vfl: 0.794735 loss_bbox: 0.274256 loss_dfl: 0.175191 loss: 1.237955 eta: 1 day, 12:38:41 batch_cost: 1.9832 data_cost: 0.0010 ips: 24.2031 images/s [10/25 23:20:00] ppdet.engine INFO: Epoch: [190] [ 80/610] learning_rate: 0.088801 loss_vfl: 0.807440 loss_bbox: 0.272884 loss_dfl: 0.177566 loss: 1.249119 eta: 1 day, 12:38:03 batch_cost: 2.0527 data_cost: 0.0010 ips: 23.3841 images/s [10/25 23:20:44] ppdet.engine INFO: Epoch: [190] [100/610] learning_rate: 0.088754 loss_vfl: 0.795666 loss_bbox: 0.295336 loss_dfl: 0.193917 loss: 1.276116 eta: 1 day, 12:37:24 batch_cost: 1.9950 data_cost: 0.0017 ips: 24.0596 images/s [10/25 23:21:28] ppdet.engine INFO: Epoch: [190] [120/610] learning_rate: 0.088707 loss_vfl: 0.776211 loss_bbox: 0.264173 loss_dfl: 0.184405 loss: 1.270418 eta: 1 day, 12:36:44 batch_cost: 1.9636 data_cost: 0.0011 ips: 24.4451 images/s [10/25 23:22:13] ppdet.engine INFO: Epoch: [190] [140/610] learning_rate: 0.088660 loss_vfl: 0.828546 loss_bbox: 0.294110 loss_dfl: 0.186384 loss: 1.319125 eta: 1 day, 12:36:06 batch_cost: 2.0653 data_cost: 0.0011 ips: 23.2417 images/s [10/25 23:22:58] ppdet.engine INFO: Epoch: [190] [160/610] learning_rate: 0.088613 loss_vfl: 0.821302 loss_bbox: 0.274428 loss_dfl: 0.185423 loss: 1.283685 eta: 1 day, 12:35:28 batch_cost: 2.0490 data_cost: 0.0011 ips: 23.4258 images/s [10/25 23:23:41] ppdet.engine INFO: Epoch: [190] [180/610] learning_rate: 0.088566 loss_vfl: 0.804437 loss_bbox: 0.264037 loss_dfl: 0.183586 loss: 1.233772 eta: 1 day, 12:34:48 batch_cost: 1.9433 data_cost: 0.0011 ips: 24.7007 images/s [10/25 23:24:25] ppdet.engine INFO: Epoch: [190] [200/610] learning_rate: 0.088519 loss_vfl: 0.780657 loss_bbox: 0.285161 loss_dfl: 0.185768 loss: 1.262828 eta: 1 day, 12:34:09 batch_cost: 1.9689 data_cost: 0.0010 ips: 24.3789 images/s [10/25 23:25:09] ppdet.engine INFO: Epoch: [190] [220/610] learning_rate: 0.088472 loss_vfl: 0.827826 loss_bbox: 0.268452 loss_dfl: 0.180976 loss: 1.281477 eta: 1 day, 12:33:29 batch_cost: 1.9516 data_cost: 0.0011 ips: 24.5949 images/s [10/25 23:25:53] ppdet.engine INFO: Epoch: [190] [240/610] learning_rate: 0.088425 loss_vfl: 0.801144 loss_bbox: 0.280262 loss_dfl: 0.185075 loss: 1.277642 eta: 1 day, 12:32:50 batch_cost: 1.9783 data_cost: 0.0012 ips: 24.2632 images/s [10/25 23:26:37] ppdet.engine INFO: Epoch: [190] [260/610] learning_rate: 0.088378 loss_vfl: 0.809706 loss_bbox: 0.290592 loss_dfl: 0.190010 loss: 1.294896 eta: 1 day, 12:32:11 batch_cost: 1.9893 data_cost: 0.0011 ips: 24.1288 images/s [10/25 23:27:20] ppdet.engine INFO: Epoch: [190] [280/610] learning_rate: 0.088332 loss_vfl: 0.824410 loss_bbox: 0.287059 loss_dfl: 0.187906 loss: 1.288413 eta: 1 day, 12:31:32 batch_cost: 1.9685 data_cost: 0.0011 ips: 24.3835 images/s [10/25 23:28:04] ppdet.engine INFO: Epoch: [190] [300/610] learning_rate: 0.088285 loss_vfl: 0.796041 loss_bbox: 0.271603 loss_dfl: 0.178548 loss: 1.261903 eta: 1 day, 12:30:52 batch_cost: 1.9863 data_cost: 0.0010 ips: 24.1659 images/s [10/25 23:28:47] ppdet.engine INFO: Epoch: [190] [320/610] learning_rate: 0.088238 loss_vfl: 0.811001 loss_bbox: 0.286171 loss_dfl: 0.191927 loss: 1.302107 eta: 1 day, 12:30:13 batch_cost: 1.9524 data_cost: 0.0011 ips: 24.5855 images/s [10/25 23:29:32] ppdet.engine INFO: Epoch: [190] [340/610] learning_rate: 0.088191 loss_vfl: 0.792076 loss_bbox: 0.273806 loss_dfl: 0.185257 loss: 1.241598 eta: 1 day, 12:29:34 batch_cost: 2.0015 data_cost: 0.0011 ips: 23.9822 images/s [10/25 23:30:14] ppdet.engine INFO: Epoch: [190] [360/610] learning_rate: 0.088144 loss_vfl: 0.784874 loss_bbox: 0.259486 loss_dfl: 0.178674 loss: 1.226771 eta: 1 day, 12:28:54 batch_cost: 1.9288 data_cost: 0.0011 ips: 24.8865 images/s [10/25 23:30:58] ppdet.engine INFO: Epoch: [190] [380/610] learning_rate: 0.088097 loss_vfl: 0.790172 loss_bbox: 0.278514 loss_dfl: 0.190745 loss: 1.286005 eta: 1 day, 12:28:15 batch_cost: 1.9597 data_cost: 0.0011 ips: 24.4937 images/s [10/25 23:31:43] ppdet.engine INFO: Epoch: [190] [400/610] learning_rate: 0.088050 loss_vfl: 0.825737 loss_bbox: 0.255682 loss_dfl: 0.179981 loss: 1.282827 eta: 1 day, 12:27:36 batch_cost: 2.0324 data_cost: 0.0011 ips: 23.6175 images/s [10/25 23:32:27] ppdet.engine INFO: Epoch: [190] [420/610] learning_rate: 0.088003 loss_vfl: 0.806188 loss_bbox: 0.282504 loss_dfl: 0.194191 loss: 1.266664 eta: 1 day, 12:26:57 batch_cost: 2.0121 data_cost: 0.0011 ips: 23.8551 images/s [10/25 23:33:11] ppdet.engine INFO: Epoch: [190] [440/610] learning_rate: 0.087956 loss_vfl: 0.804203 loss_bbox: 0.266157 loss_dfl: 0.181029 loss: 1.253833 eta: 1 day, 12:26:18 batch_cost: 1.9681 data_cost: 0.0011 ips: 24.3889 images/s [10/25 23:33:55] ppdet.engine INFO: Epoch: [190] [460/610] learning_rate: 0.087909 loss_vfl: 0.814038 loss_bbox: 0.275246 loss_dfl: 0.184166 loss: 1.290996 eta: 1 day, 12:25:39 batch_cost: 1.9982 data_cost: 0.0012 ips: 24.0211 images/s [10/25 23:34:39] ppdet.engine INFO: Epoch: [190] [480/610] learning_rate: 0.087862 loss_vfl: 0.810609 loss_bbox: 0.279097 loss_dfl: 0.197282 loss: 1.276520 eta: 1 day, 12:25:00 batch_cost: 2.0079 data_cost: 0.0011 ips: 23.9052 images/s [10/25 23:35:23] ppdet.engine INFO: Epoch: [190] [500/610] learning_rate: 0.087816 loss_vfl: 0.818566 loss_bbox: 0.273987 loss_dfl: 0.182848 loss: 1.270772 eta: 1 day, 12:24:21 batch_cost: 1.9961 data_cost: 0.0039 ips: 24.0470 images/s [10/25 23:36:07] ppdet.engine INFO: Epoch: [190] [520/610] learning_rate: 0.087769 loss_vfl: 0.794851 loss_bbox: 0.284018 loss_dfl: 0.186619 loss: 1.275750 eta: 1 day, 12:23:42 batch_cost: 1.9940 data_cost: 0.0011 ips: 24.0719 images/s [10/25 23:36:51] ppdet.engine INFO: Epoch: [190] [540/610] learning_rate: 0.087722 loss_vfl: 0.798137 loss_bbox: 0.268025 loss_dfl: 0.180734 loss: 1.265719 eta: 1 day, 12:23:03 batch_cost: 1.9901 data_cost: 0.0011 ips: 24.1188 images/s [10/25 23:37:34] ppdet.engine INFO: Epoch: [190] [560/610] learning_rate: 0.087675 loss_vfl: 0.822161 loss_bbox: 0.250681 loss_dfl: 0.180435 loss: 1.259264 eta: 1 day, 12:22:23 batch_cost: 1.9655 data_cost: 0.0042 ips: 24.4214 images/s [10/25 23:38:18] ppdet.engine INFO: Epoch: [190] [580/610] learning_rate: 0.087628 loss_vfl: 0.808831 loss_bbox: 0.272569 loss_dfl: 0.179537 loss: 1.253682 eta: 1 day, 12:21:44 batch_cost: 1.9689 data_cost: 0.0011 ips: 24.3785 images/s [10/25 23:39:02] ppdet.engine INFO: Epoch: [190] [600/610] learning_rate: 0.087581 loss_vfl: 0.821225 loss_bbox: 0.284582 loss_dfl: 0.182342 loss: 1.286818 eta: 1 day, 12:21:04 batch_cost: 1.9515 data_cost: 0.0012 ips: 24.5967 images/s [10/25 23:39:36] ppdet.engine INFO: Epoch: [191] [ 0/610] learning_rate: 0.087558 loss_vfl: 0.797179 loss_bbox: 0.282323 loss_dfl: 0.182875 loss: 1.243474 eta: 1 day, 12:20:50 batch_cost: 2.4162 data_cost: 0.1840 ips: 19.8658 images/s [10/25 23:40:22] ppdet.engine INFO: Epoch: [191] [ 20/610] learning_rate: 0.087511 loss_vfl: 0.812988 loss_bbox: 0.271826 loss_dfl: 0.184373 loss: 1.272657 eta: 1 day, 12:20:12 batch_cost: 2.0955 data_cost: 0.0011 ips: 22.9067 images/s [10/25 23:41:06] ppdet.engine INFO: Epoch: [191] [ 40/610] learning_rate: 0.087464 loss_vfl: 0.811481 loss_bbox: 0.261205 loss_dfl: 0.179546 loss: 1.250704 eta: 1 day, 12:19:33 batch_cost: 2.0143 data_cost: 0.0011 ips: 23.8296 images/s [10/25 23:41:51] ppdet.engine INFO: Epoch: [191] [ 60/610] learning_rate: 0.087417 loss_vfl: 0.796243 loss_bbox: 0.264967 loss_dfl: 0.172629 loss: 1.248645 eta: 1 day, 12:18:54 batch_cost: 1.9879 data_cost: 0.0011 ips: 24.1458 images/s [10/25 23:42:36] ppdet.engine INFO: Epoch: [191] [ 80/610] learning_rate: 0.087371 loss_vfl: 0.792995 loss_bbox: 0.277014 loss_dfl: 0.183624 loss: 1.265768 eta: 1 day, 12:18:16 batch_cost: 2.0396 data_cost: 0.0011 ips: 23.5343 images/s [10/25 23:43:20] ppdet.engine INFO: Epoch: [191] [100/610] learning_rate: 0.087324 loss_vfl: 0.792922 loss_bbox: 0.264873 loss_dfl: 0.178943 loss: 1.227215 eta: 1 day, 12:17:36 batch_cost: 1.9583 data_cost: 0.0011 ips: 24.5109 images/s [10/25 23:44:04] ppdet.engine INFO: Epoch: [191] [120/610] learning_rate: 0.087277 loss_vfl: 0.793258 loss_bbox: 0.302071 loss_dfl: 0.199675 loss: 1.304524 eta: 1 day, 12:16:57 batch_cost: 2.0112 data_cost: 0.0011 ips: 23.8661 images/s [10/25 23:44:48] ppdet.engine INFO: Epoch: [191] [140/610] learning_rate: 0.087230 loss_vfl: 0.803405 loss_bbox: 0.295852 loss_dfl: 0.191131 loss: 1.291839 eta: 1 day, 12:16:18 batch_cost: 1.9989 data_cost: 0.0012 ips: 24.0127 images/s [10/25 23:45:32] ppdet.engine INFO: Epoch: [191] [160/610] learning_rate: 0.087184 loss_vfl: 0.780710 loss_bbox: 0.276503 loss_dfl: 0.190264 loss: 1.248245 eta: 1 day, 12:15:39 batch_cost: 2.0072 data_cost: 0.0010 ips: 23.9145 images/s [10/25 23:46:16] ppdet.engine INFO: Epoch: [191] [180/610] learning_rate: 0.087137 loss_vfl: 0.798183 loss_bbox: 0.284913 loss_dfl: 0.193987 loss: 1.276855 eta: 1 day, 12:15:00 batch_cost: 1.9925 data_cost: 0.0011 ips: 24.0902 images/s [10/25 23:47:00] ppdet.engine INFO: Epoch: [191] [200/610] learning_rate: 0.087090 loss_vfl: 0.800316 loss_bbox: 0.273565 loss_dfl: 0.184926 loss: 1.267689 eta: 1 day, 12:14:21 batch_cost: 1.9719 data_cost: 0.0012 ips: 24.3420 images/s [10/25 23:47:44] ppdet.engine INFO: Epoch: [191] [220/610] learning_rate: 0.087043 loss_vfl: 0.801316 loss_bbox: 0.294938 loss_dfl: 0.194262 loss: 1.296329 eta: 1 day, 12:13:42 batch_cost: 1.9755 data_cost: 0.0011 ips: 24.2975 images/s [10/25 23:48:28] ppdet.engine INFO: Epoch: [191] [240/610] learning_rate: 0.086996 loss_vfl: 0.810404 loss_bbox: 0.275563 loss_dfl: 0.183612 loss: 1.271322 eta: 1 day, 12:13:02 batch_cost: 1.9605 data_cost: 0.0011 ips: 24.4836 images/s [10/25 23:49:11] ppdet.engine INFO: Epoch: [191] [260/610] learning_rate: 0.086950 loss_vfl: 0.799699 loss_bbox: 0.250750 loss_dfl: 0.178757 loss: 1.223367 eta: 1 day, 12:12:23 batch_cost: 1.9454 data_cost: 0.0011 ips: 24.6731 images/s [10/25 23:49:54] ppdet.engine INFO: Epoch: [191] [280/610] learning_rate: 0.086903 loss_vfl: 0.791600 loss_bbox: 0.282028 loss_dfl: 0.189067 loss: 1.262197 eta: 1 day, 12:11:43 batch_cost: 1.9583 data_cost: 0.0011 ips: 24.5109 images/s [10/25 23:50:38] ppdet.engine INFO: Epoch: [191] [300/610] learning_rate: 0.086856 loss_vfl: 0.803300 loss_bbox: 0.280457 loss_dfl: 0.189010 loss: 1.274528 eta: 1 day, 12:11:04 batch_cost: 1.9716 data_cost: 0.0011 ips: 24.3462 images/s [10/25 23:51:21] ppdet.engine INFO: Epoch: [191] [320/610] learning_rate: 0.086810 loss_vfl: 0.811685 loss_bbox: 0.266787 loss_dfl: 0.181518 loss: 1.251734 eta: 1 day, 12:10:24 batch_cost: 1.9521 data_cost: 0.0011 ips: 24.5888 images/s [10/25 23:52:05] ppdet.engine INFO: Epoch: [191] [340/610] learning_rate: 0.086763 loss_vfl: 0.802279 loss_bbox: 0.261287 loss_dfl: 0.194100 loss: 1.252001 eta: 1 day, 12:09:45 batch_cost: 1.9742 data_cost: 0.0011 ips: 24.3140 images/s [10/25 23:52:49] ppdet.engine INFO: Epoch: [191] [360/610] learning_rate: 0.086716 loss_vfl: 0.795303 loss_bbox: 0.265924 loss_dfl: 0.184152 loss: 1.250921 eta: 1 day, 12:09:06 batch_cost: 1.9756 data_cost: 0.0011 ips: 24.2960 images/s [10/25 23:53:33] ppdet.engine INFO: Epoch: [191] [380/610] learning_rate: 0.086670 loss_vfl: 0.799933 loss_bbox: 0.288403 loss_dfl: 0.192346 loss: 1.276682 eta: 1 day, 12:08:27 batch_cost: 1.9777 data_cost: 0.0011 ips: 24.2701 images/s [10/25 23:54:17] ppdet.engine INFO: Epoch: [191] [400/610] learning_rate: 0.086623 loss_vfl: 0.809345 loss_bbox: 0.282436 loss_dfl: 0.189742 loss: 1.263119 eta: 1 day, 12:07:47 batch_cost: 1.9525 data_cost: 0.0011 ips: 24.5840 images/s [10/25 23:55:00] ppdet.engine INFO: Epoch: [191] [420/610] learning_rate: 0.086576 loss_vfl: 0.805859 loss_bbox: 0.282919 loss_dfl: 0.187634 loss: 1.269791 eta: 1 day, 12:07:08 batch_cost: 1.9835 data_cost: 0.0011 ips: 24.2001 images/s [10/25 23:55:45] ppdet.engine INFO: Epoch: [191] [440/610] learning_rate: 0.086529 loss_vfl: 0.805617 loss_bbox: 0.274501 loss_dfl: 0.178459 loss: 1.270760 eta: 1 day, 12:06:29 batch_cost: 2.0483 data_cost: 0.0012 ips: 23.4336 images/s [10/25 23:56:29] ppdet.engine INFO: Epoch: [191] [460/610] learning_rate: 0.086483 loss_vfl: 0.785969 loss_bbox: 0.265139 loss_dfl: 0.181796 loss: 1.253305 eta: 1 day, 12:05:50 batch_cost: 1.9698 data_cost: 0.0011 ips: 24.3685 images/s [10/25 23:57:12] ppdet.engine INFO: Epoch: [191] [480/610] learning_rate: 0.086436 loss_vfl: 0.799200 loss_bbox: 0.276716 loss_dfl: 0.187513 loss: 1.268016 eta: 1 day, 12:05:11 batch_cost: 1.9755 data_cost: 0.0010 ips: 24.2971 images/s [10/25 23:57:56] ppdet.engine INFO: Epoch: [191] [500/610] learning_rate: 0.086390 loss_vfl: 0.786354 loss_bbox: 0.287882 loss_dfl: 0.191095 loss: 1.255933 eta: 1 day, 12:04:31 batch_cost: 1.9410 data_cost: 0.0011 ips: 24.7294 images/s [10/25 23:58:40] ppdet.engine INFO: Epoch: [191] [520/610] learning_rate: 0.086343 loss_vfl: 0.791506 loss_bbox: 0.266835 loss_dfl: 0.182389 loss: 1.256561 eta: 1 day, 12:03:52 batch_cost: 2.0087 data_cost: 0.0012 ips: 23.8963 images/s [10/25 23:59:24] ppdet.engine INFO: Epoch: [191] [540/610] learning_rate: 0.086296 loss_vfl: 0.807100 loss_bbox: 0.274242 loss_dfl: 0.182865 loss: 1.286905 eta: 1 day, 12:03:13 batch_cost: 1.9450 data_cost: 0.0011 ips: 24.6785 images/s [10/26 00:00:07] ppdet.engine INFO: Epoch: [191] [560/610] learning_rate: 0.086250 loss_vfl: 0.795559 loss_bbox: 0.251412 loss_dfl: 0.180110 loss: 1.244459 eta: 1 day, 12:02:33 batch_cost: 1.9735 data_cost: 0.0011 ips: 24.3220 images/s [10/26 00:00:52] ppdet.engine INFO: Epoch: [191] [580/610] learning_rate: 0.086203 loss_vfl: 0.827137 loss_bbox: 0.267591 loss_dfl: 0.181860 loss: 1.264036 eta: 1 day, 12:01:54 batch_cost: 2.0007 data_cost: 0.0011 ips: 23.9911 images/s [10/26 00:01:34] ppdet.engine INFO: Epoch: [191] [600/610] learning_rate: 0.086156 loss_vfl: 0.801674 loss_bbox: 0.267204 loss_dfl: 0.177674 loss: 1.256884 eta: 1 day, 12:01:15 batch_cost: 1.9312 data_cost: 0.0012 ips: 24.8550 images/s [10/26 00:02:06] ppdet.engine INFO: Epoch: [192] [ 0/610] learning_rate: 0.086133 loss_vfl: 0.804586 loss_bbox: 0.281193 loss_dfl: 0.186645 loss: 1.276976 eta: 1 day, 12:00:59 batch_cost: 2.2692 data_cost: 0.2543 ips: 21.1532 images/s [10/26 00:02:51] ppdet.engine INFO: Epoch: [192] [ 20/610] learning_rate: 0.086087 loss_vfl: 0.789911 loss_bbox: 0.289580 loss_dfl: 0.183560 loss: 1.249434 eta: 1 day, 12:00:21 batch_cost: 2.0255 data_cost: 0.0015 ips: 23.6975 images/s [10/26 00:03:37] ppdet.engine INFO: Epoch: [192] [ 40/610] learning_rate: 0.086040 loss_vfl: 0.801984 loss_bbox: 0.293896 loss_dfl: 0.192616 loss: 1.290498 eta: 1 day, 11:59:43 batch_cost: 2.0974 data_cost: 0.0013 ips: 22.8859 images/s [10/26 00:04:22] ppdet.engine INFO: Epoch: [192] [ 60/610] learning_rate: 0.085993 loss_vfl: 0.789482 loss_bbox: 0.277476 loss_dfl: 0.185053 loss: 1.276180 eta: 1 day, 11:59:04 batch_cost: 2.0203 data_cost: 0.0012 ips: 23.7584 images/s [10/26 00:05:06] ppdet.engine INFO: Epoch: [192] [ 80/610] learning_rate: 0.085947 loss_vfl: 0.793249 loss_bbox: 0.279730 loss_dfl: 0.187720 loss: 1.263263 eta: 1 day, 11:58:25 batch_cost: 2.0336 data_cost: 0.0011 ips: 23.6038 images/s [10/26 00:05:50] ppdet.engine INFO: Epoch: [192] [100/610] learning_rate: 0.085900 loss_vfl: 0.796323 loss_bbox: 0.287918 loss_dfl: 0.186719 loss: 1.280098 eta: 1 day, 11:57:46 batch_cost: 1.9944 data_cost: 0.0011 ips: 24.0674 images/s [10/26 00:06:34] ppdet.engine INFO: Epoch: [192] [120/610] learning_rate: 0.085854 loss_vfl: 0.804332 loss_bbox: 0.256062 loss_dfl: 0.171280 loss: 1.222771 eta: 1 day, 11:57:07 batch_cost: 1.9987 data_cost: 0.0010 ips: 24.0160 images/s [10/26 00:07:18] ppdet.engine INFO: Epoch: [192] [140/610] learning_rate: 0.085807 loss_vfl: 0.789111 loss_bbox: 0.286662 loss_dfl: 0.187681 loss: 1.265799 eta: 1 day, 11:56:28 batch_cost: 1.9898 data_cost: 0.0011 ips: 24.1229 images/s [10/26 00:08:03] ppdet.engine INFO: Epoch: [192] [160/610] learning_rate: 0.085761 loss_vfl: 0.796414 loss_bbox: 0.263998 loss_dfl: 0.178940 loss: 1.290318 eta: 1 day, 11:55:49 batch_cost: 2.0406 data_cost: 0.0011 ips: 23.5220 images/s [10/26 00:08:47] ppdet.engine INFO: Epoch: [192] [180/610] learning_rate: 0.085714 loss_vfl: 0.827774 loss_bbox: 0.291161 loss_dfl: 0.194960 loss: 1.304287 eta: 1 day, 11:55:10 batch_cost: 1.9983 data_cost: 0.0011 ips: 24.0210 images/s [10/26 00:09:33] ppdet.engine INFO: Epoch: [192] [200/610] learning_rate: 0.085667 loss_vfl: 0.809988 loss_bbox: 0.281034 loss_dfl: 0.185387 loss: 1.282846 eta: 1 day, 11:54:32 batch_cost: 2.0219 data_cost: 0.0011 ips: 23.7400 images/s [10/26 00:10:16] ppdet.engine INFO: Epoch: [192] [220/610] learning_rate: 0.085621 loss_vfl: 0.818211 loss_bbox: 0.278874 loss_dfl: 0.185765 loss: 1.283311 eta: 1 day, 11:53:52 batch_cost: 1.9453 data_cost: 0.0012 ips: 24.6754 images/s [10/26 00:11:00] ppdet.engine INFO: Epoch: [192] [240/610] learning_rate: 0.085574 loss_vfl: 0.802981 loss_bbox: 0.281970 loss_dfl: 0.184858 loss: 1.270935 eta: 1 day, 11:53:13 batch_cost: 1.9807 data_cost: 0.0012 ips: 24.2335 images/s [10/26 00:11:45] ppdet.engine INFO: Epoch: [192] [260/610] learning_rate: 0.085528 loss_vfl: 0.800634 loss_bbox: 0.272572 loss_dfl: 0.187334 loss: 1.265149 eta: 1 day, 11:52:34 batch_cost: 2.0039 data_cost: 0.0011 ips: 23.9536 images/s [10/26 00:12:28] ppdet.engine INFO: Epoch: [192] [280/610] learning_rate: 0.085481 loss_vfl: 0.792078 loss_bbox: 0.276691 loss_dfl: 0.187479 loss: 1.277449 eta: 1 day, 11:51:54 batch_cost: 1.9411 data_cost: 0.0011 ips: 24.7288 images/s [10/26 00:13:12] ppdet.engine INFO: Epoch: [192] [300/610] learning_rate: 0.085435 loss_vfl: 0.806658 loss_bbox: 0.278651 loss_dfl: 0.195427 loss: 1.281879 eta: 1 day, 11:51:15 batch_cost: 2.0186 data_cost: 0.0012 ips: 23.7787 images/s [10/26 00:13:56] ppdet.engine INFO: Epoch: [192] [320/610] learning_rate: 0.085388 loss_vfl: 0.810975 loss_bbox: 0.287011 loss_dfl: 0.192208 loss: 1.289709 eta: 1 day, 11:50:37 batch_cost: 2.0131 data_cost: 0.0014 ips: 23.8435 images/s [10/26 00:14:41] ppdet.engine INFO: Epoch: [192] [340/610] learning_rate: 0.085342 loss_vfl: 0.802552 loss_bbox: 0.279828 loss_dfl: 0.181473 loss: 1.262446 eta: 1 day, 11:49:58 batch_cost: 2.0132 data_cost: 0.0051 ips: 23.8428 images/s [10/26 00:15:24] ppdet.engine INFO: Epoch: [192] [360/610] learning_rate: 0.085296 loss_vfl: 0.802699 loss_bbox: 0.292920 loss_dfl: 0.185443 loss: 1.283582 eta: 1 day, 11:49:19 batch_cost: 1.9863 data_cost: 0.0012 ips: 24.1653 images/s [10/26 00:16:09] ppdet.engine INFO: Epoch: [192] [380/610] learning_rate: 0.085249 loss_vfl: 0.806016 loss_bbox: 0.291708 loss_dfl: 0.191698 loss: 1.274350 eta: 1 day, 11:48:40 batch_cost: 2.0003 data_cost: 0.0011 ips: 23.9963 images/s [10/26 00:16:53] ppdet.engine INFO: Epoch: [192] [400/610] learning_rate: 0.085203 loss_vfl: 0.810651 loss_bbox: 0.269101 loss_dfl: 0.187899 loss: 1.268403 eta: 1 day, 11:48:00 batch_cost: 1.9795 data_cost: 0.0011 ips: 24.2481 images/s [10/26 00:17:38] ppdet.engine INFO: Epoch: [192] [420/610] learning_rate: 0.085156 loss_vfl: 0.808604 loss_bbox: 0.257100 loss_dfl: 0.185417 loss: 1.246600 eta: 1 day, 11:47:21 batch_cost: 1.9741 data_cost: 0.0012 ips: 24.3151 images/s [10/26 00:18:21] ppdet.engine INFO: Epoch: [192] [440/610] learning_rate: 0.085110 loss_vfl: 0.796016 loss_bbox: 0.271676 loss_dfl: 0.184354 loss: 1.262933 eta: 1 day, 11:46:42 batch_cost: 1.9789 data_cost: 0.0011 ips: 24.2561 images/s [10/26 00:19:06] ppdet.engine INFO: Epoch: [192] [460/610] learning_rate: 0.085063 loss_vfl: 0.791739 loss_bbox: 0.293506 loss_dfl: 0.189731 loss: 1.268125 eta: 1 day, 11:46:03 batch_cost: 2.0301 data_cost: 0.0012 ips: 23.6447 images/s [10/26 00:19:50] ppdet.engine INFO: Epoch: [192] [480/610] learning_rate: 0.085017 loss_vfl: 0.811784 loss_bbox: 0.274230 loss_dfl: 0.183636 loss: 1.274090 eta: 1 day, 11:45:24 batch_cost: 1.9608 data_cost: 0.0018 ips: 24.4792 images/s [10/26 00:20:34] ppdet.engine INFO: Epoch: [192] [500/610] learning_rate: 0.084970 loss_vfl: 0.815445 loss_bbox: 0.273156 loss_dfl: 0.183893 loss: 1.286146 eta: 1 day, 11:44:45 batch_cost: 1.9996 data_cost: 0.0012 ips: 24.0042 images/s [10/26 00:21:18] ppdet.engine INFO: Epoch: [192] [520/610] learning_rate: 0.084924 loss_vfl: 0.822704 loss_bbox: 0.286240 loss_dfl: 0.184964 loss: 1.270317 eta: 1 day, 11:44:05 batch_cost: 1.9780 data_cost: 0.0012 ips: 24.2670 images/s [10/26 00:22:02] ppdet.engine INFO: Epoch: [192] [540/610] learning_rate: 0.084878 loss_vfl: 0.789010 loss_bbox: 0.282965 loss_dfl: 0.184189 loss: 1.266243 eta: 1 day, 11:43:27 batch_cost: 2.0270 data_cost: 0.0029 ips: 23.6808 images/s [10/26 00:22:46] ppdet.engine INFO: Epoch: [192] [560/610] learning_rate: 0.084831 loss_vfl: 0.801434 loss_bbox: 0.300932 loss_dfl: 0.190678 loss: 1.305212 eta: 1 day, 11:42:48 batch_cost: 1.9918 data_cost: 0.0058 ips: 24.0993 images/s [10/26 00:23:30] ppdet.engine INFO: Epoch: [192] [580/610] learning_rate: 0.084785 loss_vfl: 0.809651 loss_bbox: 0.291933 loss_dfl: 0.188364 loss: 1.278801 eta: 1 day, 11:42:08 batch_cost: 1.9751 data_cost: 0.0011 ips: 24.3031 images/s [10/26 00:24:12] ppdet.engine INFO: Epoch: [192] [600/610] learning_rate: 0.084739 loss_vfl: 0.816722 loss_bbox: 0.276448 loss_dfl: 0.184976 loss: 1.274763 eta: 1 day, 11:41:28 batch_cost: 1.9170 data_cost: 0.0011 ips: 25.0393 images/s [10/26 00:24:44] ppdet.engine INFO: Epoch: [193] [ 0/610] learning_rate: 0.084715 loss_vfl: 0.815016 loss_bbox: 0.268413 loss_dfl: 0.184146 loss: 1.270062 eta: 1 day, 11:41:13 batch_cost: 2.2616 data_cost: 0.2149 ips: 21.2241 images/s [10/26 00:25:30] ppdet.engine INFO: Epoch: [193] [ 20/610] learning_rate: 0.084669 loss_vfl: 0.802400 loss_bbox: 0.279592 loss_dfl: 0.189453 loss: 1.278273 eta: 1 day, 11:40:34 batch_cost: 2.0651 data_cost: 0.0013 ips: 23.2430 images/s [10/26 00:26:16] ppdet.engine INFO: Epoch: [193] [ 40/610] learning_rate: 0.084623 loss_vfl: 0.802574 loss_bbox: 0.266148 loss_dfl: 0.177943 loss: 1.262856 eta: 1 day, 11:39:56 batch_cost: 2.0826 data_cost: 0.0013 ips: 23.0478 images/s [10/26 00:27:01] ppdet.engine INFO: Epoch: [193] [ 60/610] learning_rate: 0.084576 loss_vfl: 0.809138 loss_bbox: 0.288852 loss_dfl: 0.184810 loss: 1.257046 eta: 1 day, 11:39:18 batch_cost: 2.0276 data_cost: 0.0012 ips: 23.6735 images/s [10/26 00:27:46] ppdet.engine INFO: Epoch: [193] [ 80/610] learning_rate: 0.084530 loss_vfl: 0.804017 loss_bbox: 0.274934 loss_dfl: 0.183501 loss: 1.285832 eta: 1 day, 11:38:39 batch_cost: 2.0495 data_cost: 0.0017 ips: 23.4206 images/s [10/26 00:28:30] ppdet.engine INFO: Epoch: [193] [100/610] learning_rate: 0.084484 loss_vfl: 0.813966 loss_bbox: 0.273393 loss_dfl: 0.184931 loss: 1.279382 eta: 1 day, 11:38:00 batch_cost: 1.9703 data_cost: 0.0011 ips: 24.3615 images/s [10/26 00:29:14] ppdet.engine INFO: Epoch: [193] [120/610] learning_rate: 0.084437 loss_vfl: 0.782791 loss_bbox: 0.301140 loss_dfl: 0.196162 loss: 1.290467 eta: 1 day, 11:37:21 batch_cost: 1.9907 data_cost: 0.0011 ips: 24.1119 images/s [10/26 00:29:57] ppdet.engine INFO: Epoch: [193] [140/610] learning_rate: 0.084391 loss_vfl: 0.804042 loss_bbox: 0.252424 loss_dfl: 0.170707 loss: 1.227772 eta: 1 day, 11:36:41 batch_cost: 1.9350 data_cost: 0.0011 ips: 24.8060 images/s [10/26 00:30:40] ppdet.engine INFO: Epoch: [193] [160/610] learning_rate: 0.084345 loss_vfl: 0.773119 loss_bbox: 0.291043 loss_dfl: 0.191417 loss: 1.261713 eta: 1 day, 11:36:01 batch_cost: 1.9321 data_cost: 0.0011 ips: 24.8434 images/s [10/26 00:31:23] ppdet.engine INFO: Epoch: [193] [180/610] learning_rate: 0.084298 loss_vfl: 0.818395 loss_bbox: 0.261361 loss_dfl: 0.180322 loss: 1.258069 eta: 1 day, 11:35:22 batch_cost: 1.9630 data_cost: 0.0011 ips: 24.4530 images/s [10/26 00:32:08] ppdet.engine INFO: Epoch: [193] [200/610] learning_rate: 0.084252 loss_vfl: 0.772670 loss_bbox: 0.292095 loss_dfl: 0.194874 loss: 1.267756 eta: 1 day, 11:34:43 batch_cost: 1.9910 data_cost: 0.0011 ips: 24.1080 images/s [10/26 00:32:51] ppdet.engine INFO: Epoch: [193] [220/610] learning_rate: 0.084206 loss_vfl: 0.829257 loss_bbox: 0.264944 loss_dfl: 0.179399 loss: 1.256711 eta: 1 day, 11:34:03 batch_cost: 1.9395 data_cost: 0.0011 ips: 24.7482 images/s [10/26 00:33:33] ppdet.engine INFO: Epoch: [193] [240/610] learning_rate: 0.084159 loss_vfl: 0.818909 loss_bbox: 0.283803 loss_dfl: 0.186971 loss: 1.283290 eta: 1 day, 11:33:23 batch_cost: 1.9323 data_cost: 0.0011 ips: 24.8406 images/s [10/26 00:34:16] ppdet.engine INFO: Epoch: [193] [260/610] learning_rate: 0.084113 loss_vfl: 0.791653 loss_bbox: 0.283730 loss_dfl: 0.187397 loss: 1.271244 eta: 1 day, 11:32:43 batch_cost: 1.8923 data_cost: 0.0011 ips: 25.3664 images/s [10/26 00:34:59] ppdet.engine INFO: Epoch: [193] [280/610] learning_rate: 0.084067 loss_vfl: 0.796502 loss_bbox: 0.290015 loss_dfl: 0.193964 loss: 1.265054 eta: 1 day, 11:32:03 batch_cost: 1.9413 data_cost: 0.0011 ips: 24.7251 images/s [10/26 00:35:43] ppdet.engine INFO: Epoch: [193] [300/610] learning_rate: 0.084021 loss_vfl: 0.783375 loss_bbox: 0.276076 loss_dfl: 0.188534 loss: 1.262336 eta: 1 day, 11:31:24 batch_cost: 2.0018 data_cost: 0.0011 ips: 23.9784 images/s [10/26 00:36:27] ppdet.engine INFO: Epoch: [193] [320/610] learning_rate: 0.083974 loss_vfl: 0.805017 loss_bbox: 0.263200 loss_dfl: 0.184553 loss: 1.257662 eta: 1 day, 11:30:45 batch_cost: 1.9896 data_cost: 0.0012 ips: 24.1259 images/s [10/26 00:37:11] ppdet.engine INFO: Epoch: [193] [340/610] learning_rate: 0.083928 loss_vfl: 0.783174 loss_bbox: 0.285924 loss_dfl: 0.182900 loss: 1.252357 eta: 1 day, 11:30:06 batch_cost: 1.9815 data_cost: 0.0011 ips: 24.2246 images/s [10/26 00:37:54] ppdet.engine INFO: Epoch: [193] [360/610] learning_rate: 0.083882 loss_vfl: 0.789436 loss_bbox: 0.283430 loss_dfl: 0.182779 loss: 1.297181 eta: 1 day, 11:29:26 batch_cost: 1.9465 data_cost: 0.0011 ips: 24.6602 images/s [10/26 00:38:38] ppdet.engine INFO: Epoch: [193] [380/610] learning_rate: 0.083836 loss_vfl: 0.815246 loss_bbox: 0.265270 loss_dfl: 0.183971 loss: 1.269562 eta: 1 day, 11:28:47 batch_cost: 1.9760 data_cost: 0.0016 ips: 24.2920 images/s [10/26 00:39:22] ppdet.engine INFO: Epoch: [193] [400/610] learning_rate: 0.083790 loss_vfl: 0.793084 loss_bbox: 0.293128 loss_dfl: 0.193109 loss: 1.259286 eta: 1 day, 11:28:07 batch_cost: 1.9460 data_cost: 0.0011 ips: 24.6662 images/s [10/26 00:40:07] ppdet.engine INFO: Epoch: [193] [420/610] learning_rate: 0.083743 loss_vfl: 0.811139 loss_bbox: 0.270484 loss_dfl: 0.183234 loss: 1.285845 eta: 1 day, 11:27:28 batch_cost: 1.9712 data_cost: 0.0011 ips: 24.3513 images/s [10/26 00:40:50] ppdet.engine INFO: Epoch: [193] [440/610] learning_rate: 0.083697 loss_vfl: 0.781375 loss_bbox: 0.265127 loss_dfl: 0.181820 loss: 1.227321 eta: 1 day, 11:26:49 batch_cost: 2.0017 data_cost: 0.0011 ips: 23.9800 images/s [10/26 00:41:33] ppdet.engine INFO: Epoch: [193] [460/610] learning_rate: 0.083651 loss_vfl: 0.801860 loss_bbox: 0.296772 loss_dfl: 0.192749 loss: 1.280659 eta: 1 day, 11:26:09 batch_cost: 1.9440 data_cost: 0.0017 ips: 24.6914 images/s [10/26 00:42:17] ppdet.engine INFO: Epoch: [193] [480/610] learning_rate: 0.083605 loss_vfl: 0.809629 loss_bbox: 0.284181 loss_dfl: 0.191853 loss: 1.300463 eta: 1 day, 11:25:30 batch_cost: 1.9552 data_cost: 0.0011 ips: 24.5504 images/s [10/26 00:43:00] ppdet.engine INFO: Epoch: [193] [500/610] learning_rate: 0.083559 loss_vfl: 0.792359 loss_bbox: 0.279175 loss_dfl: 0.188595 loss: 1.249412 eta: 1 day, 11:24:50 batch_cost: 1.9433 data_cost: 0.0011 ips: 24.6999 images/s [10/26 00:43:43] ppdet.engine INFO: Epoch: [193] [520/610] learning_rate: 0.083512 loss_vfl: 0.798227 loss_bbox: 0.287008 loss_dfl: 0.186412 loss: 1.296913 eta: 1 day, 11:24:11 batch_cost: 1.9760 data_cost: 0.0019 ips: 24.2909 images/s [10/26 00:44:28] ppdet.engine INFO: Epoch: [193] [540/610] learning_rate: 0.083466 loss_vfl: 0.823857 loss_bbox: 0.292740 loss_dfl: 0.188114 loss: 1.297303 eta: 1 day, 11:23:32 batch_cost: 2.0119 data_cost: 0.0011 ips: 23.8586 images/s [10/26 00:45:12] ppdet.engine INFO: Epoch: [193] [560/610] learning_rate: 0.083420 loss_vfl: 0.821321 loss_bbox: 0.287049 loss_dfl: 0.193812 loss: 1.287598 eta: 1 day, 11:22:53 batch_cost: 1.9825 data_cost: 0.0011 ips: 24.2114 images/s [10/26 00:45:56] ppdet.engine INFO: Epoch: [193] [580/610] learning_rate: 0.083374 loss_vfl: 0.796815 loss_bbox: 0.282455 loss_dfl: 0.193371 loss: 1.269065 eta: 1 day, 11:22:14 batch_cost: 1.9954 data_cost: 0.0011 ips: 24.0557 images/s [10/26 00:46:39] ppdet.engine INFO: Epoch: [193] [600/610] learning_rate: 0.083328 loss_vfl: 0.802795 loss_bbox: 0.279186 loss_dfl: 0.183636 loss: 1.263375 eta: 1 day, 11:21:34 batch_cost: 1.9555 data_cost: 0.0011 ips: 24.5456 images/s [10/26 00:47:12] ppdet.engine INFO: Epoch: [194] [ 0/610] learning_rate: 0.083305 loss_vfl: 0.796601 loss_bbox: 0.277721 loss_dfl: 0.183426 loss: 1.260010 eta: 1 day, 11:21:20 batch_cost: 2.3944 data_cost: 0.1084 ips: 20.0470 images/s [10/26 00:47:56] ppdet.engine INFO: Epoch: [194] [ 20/610] learning_rate: 0.083259 loss_vfl: 0.795232 loss_bbox: 0.281454 loss_dfl: 0.193555 loss: 1.269658 eta: 1 day, 11:20:41 batch_cost: 2.0292 data_cost: 0.0016 ips: 23.6544 images/s [10/26 00:48:41] ppdet.engine INFO: Epoch: [194] [ 40/610] learning_rate: 0.083212 loss_vfl: 0.781661 loss_bbox: 0.276015 loss_dfl: 0.184559 loss: 1.258585 eta: 1 day, 11:20:02 batch_cost: 2.0035 data_cost: 0.0012 ips: 23.9580 images/s [10/26 00:49:26] ppdet.engine INFO: Epoch: [194] [ 60/610] learning_rate: 0.083166 loss_vfl: 0.808268 loss_bbox: 0.269360 loss_dfl: 0.180137 loss: 1.256575 eta: 1 day, 11:19:23 batch_cost: 2.0295 data_cost: 0.0012 ips: 23.6511 images/s [10/26 00:50:12] ppdet.engine INFO: Epoch: [194] [ 80/610] learning_rate: 0.083120 loss_vfl: 0.800117 loss_bbox: 0.296745 loss_dfl: 0.196639 loss: 1.286251 eta: 1 day, 11:18:45 batch_cost: 2.0796 data_cost: 0.0011 ips: 23.0811 images/s [10/26 00:50:56] ppdet.engine INFO: Epoch: [194] [100/610] learning_rate: 0.083074 loss_vfl: 0.788395 loss_bbox: 0.288660 loss_dfl: 0.184377 loss: 1.247391 eta: 1 day, 11:18:06 batch_cost: 2.0299 data_cost: 0.0011 ips: 23.6465 images/s [10/26 00:51:39] ppdet.engine INFO: Epoch: [194] [120/610] learning_rate: 0.083028 loss_vfl: 0.792666 loss_bbox: 0.281945 loss_dfl: 0.190531 loss: 1.262809 eta: 1 day, 11:17:27 batch_cost: 1.9706 data_cost: 0.0011 ips: 24.3578 images/s [10/26 00:52:24] ppdet.engine INFO: Epoch: [194] [140/610] learning_rate: 0.082982 loss_vfl: 0.824387 loss_bbox: 0.284168 loss_dfl: 0.191618 loss: 1.279193 eta: 1 day, 11:16:49 batch_cost: 2.0635 data_cost: 0.0011 ips: 23.2617 images/s [10/26 00:53:08] ppdet.engine INFO: Epoch: [194] [160/610] learning_rate: 0.082936 loss_vfl: 0.792480 loss_bbox: 0.276251 loss_dfl: 0.192424 loss: 1.264768 eta: 1 day, 11:16:09 batch_cost: 1.9717 data_cost: 0.0011 ips: 24.3449 images/s [10/26 00:53:52] ppdet.engine INFO: Epoch: [194] [180/610] learning_rate: 0.082890 loss_vfl: 0.800969 loss_bbox: 0.272397 loss_dfl: 0.188176 loss: 1.266941 eta: 1 day, 11:15:30 batch_cost: 1.9886 data_cost: 0.0011 ips: 24.1371 images/s [10/26 00:54:37] ppdet.engine INFO: Epoch: [194] [200/610] learning_rate: 0.082844 loss_vfl: 0.781488 loss_bbox: 0.271093 loss_dfl: 0.184423 loss: 1.242096 eta: 1 day, 11:14:51 batch_cost: 2.0213 data_cost: 0.0011 ips: 23.7475 images/s [10/26 00:55:21] ppdet.engine INFO: Epoch: [194] [220/610] learning_rate: 0.082798 loss_vfl: 0.794309 loss_bbox: 0.272119 loss_dfl: 0.180937 loss: 1.275124 eta: 1 day, 11:14:12 batch_cost: 1.9590 data_cost: 0.0011 ips: 24.5027 images/s [10/26 00:56:04] ppdet.engine INFO: Epoch: [194] [240/610] learning_rate: 0.082752 loss_vfl: 0.797220 loss_bbox: 0.281417 loss_dfl: 0.193430 loss: 1.258718 eta: 1 day, 11:13:32 batch_cost: 1.9528 data_cost: 0.0011 ips: 24.5801 images/s [10/26 00:56:49] ppdet.engine INFO: Epoch: [194] [260/610] learning_rate: 0.082706 loss_vfl: 0.803079 loss_bbox: 0.279536 loss_dfl: 0.180933 loss: 1.271521 eta: 1 day, 11:12:53 batch_cost: 2.0115 data_cost: 0.0011 ips: 23.8630 images/s [10/26 00:57:33] ppdet.engine INFO: Epoch: [194] [280/610] learning_rate: 0.082660 loss_vfl: 0.799672 loss_bbox: 0.281510 loss_dfl: 0.185185 loss: 1.260780 eta: 1 day, 11:12:15 batch_cost: 2.0143 data_cost: 0.0011 ips: 23.8295 images/s [10/26 00:58:17] ppdet.engine INFO: Epoch: [194] [300/610] learning_rate: 0.082614 loss_vfl: 0.809076 loss_bbox: 0.274416 loss_dfl: 0.179944 loss: 1.254726 eta: 1 day, 11:11:35 batch_cost: 1.9868 data_cost: 0.0011 ips: 24.1599 images/s [10/26 00:59:00] ppdet.engine INFO: Epoch: [194] [320/610] learning_rate: 0.082568 loss_vfl: 0.808255 loss_bbox: 0.250335 loss_dfl: 0.175708 loss: 1.241882 eta: 1 day, 11:10:56 batch_cost: 1.9797 data_cost: 0.0011 ips: 24.2456 images/s [10/26 00:59:44] ppdet.engine INFO: Epoch: [194] [340/610] learning_rate: 0.082522 loss_vfl: 0.830500 loss_bbox: 0.257993 loss_dfl: 0.179186 loss: 1.271034 eta: 1 day, 11:10:17 batch_cost: 1.9916 data_cost: 0.0011 ips: 24.1007 images/s [10/26 01:00:28] ppdet.engine INFO: Epoch: [194] [360/610] learning_rate: 0.082476 loss_vfl: 0.797956 loss_bbox: 0.271053 loss_dfl: 0.178456 loss: 1.264157 eta: 1 day, 11:09:38 batch_cost: 1.9860 data_cost: 0.0011 ips: 24.1697 images/s [10/26 01:01:11] ppdet.engine INFO: Epoch: [194] [380/610] learning_rate: 0.082430 loss_vfl: 0.820390 loss_bbox: 0.303875 loss_dfl: 0.193149 loss: 1.318491 eta: 1 day, 11:08:58 batch_cost: 1.9572 data_cost: 0.0011 ips: 24.5249 images/s [10/26 01:01:56] ppdet.engine INFO: Epoch: [194] [400/610] learning_rate: 0.082384 loss_vfl: 0.793017 loss_bbox: 0.266128 loss_dfl: 0.177800 loss: 1.208855 eta: 1 day, 11:08:19 batch_cost: 1.9941 data_cost: 0.0011 ips: 24.0710 images/s [10/26 01:02:40] ppdet.engine INFO: Epoch: [194] [420/610] learning_rate: 0.082338 loss_vfl: 0.794084 loss_bbox: 0.268357 loss_dfl: 0.175521 loss: 1.239063 eta: 1 day, 11:07:40 batch_cost: 2.0191 data_cost: 0.0018 ips: 23.7731 images/s [10/26 01:03:25] ppdet.engine INFO: Epoch: [194] [440/610] learning_rate: 0.082292 loss_vfl: 0.813591 loss_bbox: 0.287759 loss_dfl: 0.190380 loss: 1.290368 eta: 1 day, 11:07:01 batch_cost: 2.0035 data_cost: 0.0011 ips: 23.9583 images/s [10/26 01:04:08] ppdet.engine INFO: Epoch: [194] [460/610] learning_rate: 0.082246 loss_vfl: 0.819927 loss_bbox: 0.286153 loss_dfl: 0.188424 loss: 1.293271 eta: 1 day, 11:06:22 batch_cost: 1.9565 data_cost: 0.0011 ips: 24.5338 images/s [10/26 01:04:52] ppdet.engine INFO: Epoch: [194] [480/610] learning_rate: 0.082200 loss_vfl: 0.815479 loss_bbox: 0.278432 loss_dfl: 0.182220 loss: 1.277241 eta: 1 day, 11:05:42 batch_cost: 1.9518 data_cost: 0.0011 ips: 24.5932 images/s [10/26 01:05:36] ppdet.engine INFO: Epoch: [194] [500/610] learning_rate: 0.082154 loss_vfl: 0.788811 loss_bbox: 0.269767 loss_dfl: 0.183895 loss: 1.255382 eta: 1 day, 11:05:03 batch_cost: 1.9896 data_cost: 0.0011 ips: 24.1250 images/s [10/26 01:06:20] ppdet.engine INFO: Epoch: [194] [520/610] learning_rate: 0.082108 loss_vfl: 0.829139 loss_bbox: 0.274046 loss_dfl: 0.182494 loss: 1.293171 eta: 1 day, 11:04:24 batch_cost: 2.0002 data_cost: 0.0011 ips: 23.9975 images/s [10/26 01:07:04] ppdet.engine INFO: Epoch: [194] [540/610] learning_rate: 0.082062 loss_vfl: 0.794775 loss_bbox: 0.280973 loss_dfl: 0.183286 loss: 1.275238 eta: 1 day, 11:03:45 batch_cost: 1.9625 data_cost: 0.0012 ips: 24.4580 images/s [10/26 01:07:48] ppdet.engine INFO: Epoch: [194] [560/610] learning_rate: 0.082016 loss_vfl: 0.811721 loss_bbox: 0.280664 loss_dfl: 0.182190 loss: 1.274475 eta: 1 day, 11:03:06 batch_cost: 1.9871 data_cost: 0.0011 ips: 24.1556 images/s [10/26 01:08:32] ppdet.engine INFO: Epoch: [194] [580/610] learning_rate: 0.081970 loss_vfl: 0.800722 loss_bbox: 0.280773 loss_dfl: 0.185533 loss: 1.266222 eta: 1 day, 11:02:26 batch_cost: 1.9832 data_cost: 0.0011 ips: 24.2032 images/s [10/26 01:09:14] ppdet.engine INFO: Epoch: [194] [600/610] learning_rate: 0.081924 loss_vfl: 0.792961 loss_bbox: 0.274563 loss_dfl: 0.184970 loss: 1.269730 eta: 1 day, 11:01:47 batch_cost: 1.9279 data_cost: 0.0012 ips: 24.8976 images/s [10/26 01:09:47] ppdet.engine INFO: Epoch: [195] [ 0/610] learning_rate: 0.081901 loss_vfl: 0.795589 loss_bbox: 0.266325 loss_dfl: 0.182937 loss: 1.258606 eta: 1 day, 11:01:31 batch_cost: 2.3302 data_cost: 0.1483 ips: 20.5992 images/s [10/26 01:10:34] ppdet.engine INFO: Epoch: [195] [ 20/610] learning_rate: 0.081856 loss_vfl: 0.776884 loss_bbox: 0.284629 loss_dfl: 0.186609 loss: 1.264820 eta: 1 day, 11:00:53 batch_cost: 2.0893 data_cost: 0.0012 ips: 22.9739 images/s [10/26 01:11:18] ppdet.engine INFO: Epoch: [195] [ 40/610] learning_rate: 0.081810 loss_vfl: 0.769482 loss_bbox: 0.283451 loss_dfl: 0.183259 loss: 1.250973 eta: 1 day, 11:00:14 batch_cost: 1.9922 data_cost: 0.0011 ips: 24.0943 images/s [10/26 01:12:02] ppdet.engine INFO: Epoch: [195] [ 60/610] learning_rate: 0.081764 loss_vfl: 0.801690 loss_bbox: 0.283517 loss_dfl: 0.184427 loss: 1.250160 eta: 1 day, 10:59:35 batch_cost: 1.9857 data_cost: 0.0010 ips: 24.1727 images/s [10/26 01:12:45] ppdet.engine INFO: Epoch: [195] [ 80/610] learning_rate: 0.081718 loss_vfl: 0.788320 loss_bbox: 0.286136 loss_dfl: 0.191507 loss: 1.263852 eta: 1 day, 10:58:55 batch_cost: 1.9101 data_cost: 0.0011 ips: 25.1296 images/s [10/26 01:13:30] ppdet.engine INFO: Epoch: [195] [100/610] learning_rate: 0.081672 loss_vfl: 0.802527 loss_bbox: 0.290944 loss_dfl: 0.188655 loss: 1.281785 eta: 1 day, 10:58:16 batch_cost: 2.0574 data_cost: 0.0011 ips: 23.3306 images/s [10/26 01:14:15] ppdet.engine INFO: Epoch: [195] [120/610] learning_rate: 0.081626 loss_vfl: 0.805412 loss_bbox: 0.281793 loss_dfl: 0.188498 loss: 1.252577 eta: 1 day, 10:57:38 batch_cost: 2.0458 data_cost: 0.0012 ips: 23.4626 images/s [10/26 01:15:00] ppdet.engine INFO: Epoch: [195] [140/610] learning_rate: 0.081580 loss_vfl: 0.809968 loss_bbox: 0.283711 loss_dfl: 0.183657 loss: 1.266902 eta: 1 day, 10:56:59 batch_cost: 2.0193 data_cost: 0.0011 ips: 23.7708 images/s [10/26 01:15:43] ppdet.engine INFO: Epoch: [195] [160/610] learning_rate: 0.081535 loss_vfl: 0.813385 loss_bbox: 0.264317 loss_dfl: 0.177736 loss: 1.231169 eta: 1 day, 10:56:19 batch_cost: 1.9470 data_cost: 0.0011 ips: 24.6539 images/s [10/26 01:16:27] ppdet.engine INFO: Epoch: [195] [180/610] learning_rate: 0.081489 loss_vfl: 0.788119 loss_bbox: 0.285927 loss_dfl: 0.188457 loss: 1.260960 eta: 1 day, 10:55:40 batch_cost: 1.9744 data_cost: 0.0011 ips: 24.3108 images/s [10/26 01:17:10] ppdet.engine INFO: Epoch: [195] [200/610] learning_rate: 0.081443 loss_vfl: 0.796717 loss_bbox: 0.279652 loss_dfl: 0.180395 loss: 1.249668 eta: 1 day, 10:55:00 batch_cost: 1.9420 data_cost: 0.0011 ips: 24.7162 images/s [10/26 01:17:53] ppdet.engine INFO: Epoch: [195] [220/610] learning_rate: 0.081397 loss_vfl: 0.810697 loss_bbox: 0.277712 loss_dfl: 0.190589 loss: 1.291124 eta: 1 day, 10:54:21 batch_cost: 1.9260 data_cost: 0.0011 ips: 24.9222 images/s [10/26 01:18:37] ppdet.engine INFO: Epoch: [195] [240/610] learning_rate: 0.081351 loss_vfl: 0.787557 loss_bbox: 0.286703 loss_dfl: 0.191500 loss: 1.255613 eta: 1 day, 10:53:42 batch_cost: 1.9929 data_cost: 0.0011 ips: 24.0850 images/s [10/26 01:19:20] ppdet.engine INFO: Epoch: [195] [260/610] learning_rate: 0.081306 loss_vfl: 0.801523 loss_bbox: 0.284878 loss_dfl: 0.191293 loss: 1.269585 eta: 1 day, 10:53:02 batch_cost: 1.9585 data_cost: 0.0011 ips: 24.5088 images/s [10/26 01:20:04] ppdet.engine INFO: Epoch: [195] [280/610] learning_rate: 0.081260 loss_vfl: 0.806071 loss_bbox: 0.302403 loss_dfl: 0.193448 loss: 1.314318 eta: 1 day, 10:52:23 batch_cost: 1.9977 data_cost: 0.0014 ips: 24.0282 images/s [10/26 01:20:47] ppdet.engine INFO: Epoch: [195] [300/610] learning_rate: 0.081214 loss_vfl: 0.788614 loss_bbox: 0.295388 loss_dfl: 0.195171 loss: 1.283840 eta: 1 day, 10:51:44 batch_cost: 1.9734 data_cost: 0.0045 ips: 24.3232 images/s [10/26 01:21:31] ppdet.engine INFO: Epoch: [195] [320/610] learning_rate: 0.081168 loss_vfl: 0.787220 loss_bbox: 0.285377 loss_dfl: 0.185697 loss: 1.253879 eta: 1 day, 10:51:04 batch_cost: 1.9557 data_cost: 0.0011 ips: 24.5432 images/s [10/26 01:22:15] ppdet.engine INFO: Epoch: [195] [340/610] learning_rate: 0.081122 loss_vfl: 0.796087 loss_bbox: 0.261844 loss_dfl: 0.179182 loss: 1.246074 eta: 1 day, 10:50:25 batch_cost: 1.9840 data_cost: 0.0011 ips: 24.1938 images/s [10/26 01:22:59] ppdet.engine INFO: Epoch: [195] [360/610] learning_rate: 0.081077 loss_vfl: 0.799686 loss_bbox: 0.291406 loss_dfl: 0.193571 loss: 1.314588 eta: 1 day, 10:49:46 batch_cost: 2.0353 data_cost: 0.0019 ips: 23.5835 images/s [10/26 01:23:44] ppdet.engine INFO: Epoch: [195] [380/610] learning_rate: 0.081031 loss_vfl: 0.796131 loss_bbox: 0.286774 loss_dfl: 0.177142 loss: 1.275815 eta: 1 day, 10:49:07 batch_cost: 1.9884 data_cost: 0.0011 ips: 24.1406 images/s [10/26 01:24:28] ppdet.engine INFO: Epoch: [195] [400/610] learning_rate: 0.080985 loss_vfl: 0.802428 loss_bbox: 0.267848 loss_dfl: 0.186469 loss: 1.252171 eta: 1 day, 10:48:28 batch_cost: 2.0332 data_cost: 0.0011 ips: 23.6078 images/s [10/26 01:25:13] ppdet.engine INFO: Epoch: [195] [420/610] learning_rate: 0.080940 loss_vfl: 0.781912 loss_bbox: 0.285252 loss_dfl: 0.194991 loss: 1.259433 eta: 1 day, 10:47:49 batch_cost: 1.9937 data_cost: 0.0017 ips: 24.0760 images/s [10/26 01:25:57] ppdet.engine INFO: Epoch: [195] [440/610] learning_rate: 0.080894 loss_vfl: 0.814807 loss_bbox: 0.283686 loss_dfl: 0.187524 loss: 1.254999 eta: 1 day, 10:47:10 batch_cost: 2.0051 data_cost: 0.0011 ips: 23.9386 images/s [10/26 01:26:42] ppdet.engine INFO: Epoch: [195] [460/610] learning_rate: 0.080848 loss_vfl: 0.806898 loss_bbox: 0.283100 loss_dfl: 0.184801 loss: 1.258679 eta: 1 day, 10:46:32 batch_cost: 2.0542 data_cost: 0.0011 ips: 23.3668 images/s [10/26 01:27:27] ppdet.engine INFO: Epoch: [195] [480/610] learning_rate: 0.080802 loss_vfl: 0.790781 loss_bbox: 0.284706 loss_dfl: 0.191694 loss: 1.294049 eta: 1 day, 10:45:54 batch_cost: 2.0775 data_cost: 0.0011 ips: 23.1042 images/s [10/26 01:28:12] ppdet.engine INFO: Epoch: [195] [500/610] learning_rate: 0.080757 loss_vfl: 0.809325 loss_bbox: 0.255345 loss_dfl: 0.173381 loss: 1.220085 eta: 1 day, 10:45:15 batch_cost: 2.0121 data_cost: 0.0011 ips: 23.8554 images/s [10/26 01:28:56] ppdet.engine INFO: Epoch: [195] [520/610] learning_rate: 0.080711 loss_vfl: 0.804002 loss_bbox: 0.270188 loss_dfl: 0.176867 loss: 1.245840 eta: 1 day, 10:44:35 batch_cost: 1.9691 data_cost: 0.0011 ips: 24.3761 images/s [10/26 01:29:40] ppdet.engine INFO: Epoch: [195] [540/610] learning_rate: 0.080665 loss_vfl: 0.811610 loss_bbox: 0.303786 loss_dfl: 0.190919 loss: 1.283647 eta: 1 day, 10:43:56 batch_cost: 2.0061 data_cost: 0.0011 ips: 23.9275 images/s [10/26 01:30:25] ppdet.engine INFO: Epoch: [195] [560/610] learning_rate: 0.080620 loss_vfl: 0.818249 loss_bbox: 0.249433 loss_dfl: 0.175917 loss: 1.261590 eta: 1 day, 10:43:18 batch_cost: 2.0294 data_cost: 0.0011 ips: 23.6525 images/s [10/26 01:31:09] ppdet.engine INFO: Epoch: [195] [580/610] learning_rate: 0.080574 loss_vfl: 0.807510 loss_bbox: 0.284988 loss_dfl: 0.186061 loss: 1.270652 eta: 1 day, 10:42:39 batch_cost: 2.0115 data_cost: 0.0010 ips: 23.8634 images/s [10/26 01:31:52] ppdet.engine INFO: Epoch: [195] [600/610] learning_rate: 0.080528 loss_vfl: 0.806074 loss_bbox: 0.285836 loss_dfl: 0.194149 loss: 1.307900 eta: 1 day, 10:41:59 batch_cost: 1.9607 data_cost: 0.0011 ips: 24.4813 images/s [10/26 01:32:26] ppdet.engine INFO: Epoch: [196] [ 0/610] learning_rate: 0.080506 loss_vfl: 0.799598 loss_bbox: 0.269383 loss_dfl: 0.187246 loss: 1.263463 eta: 1 day, 10:41:44 batch_cost: 2.3603 data_cost: 0.1147 ips: 20.3368 images/s [10/26 01:33:12] ppdet.engine INFO: Epoch: [196] [ 20/610] learning_rate: 0.080460 loss_vfl: 0.800653 loss_bbox: 0.274175 loss_dfl: 0.190109 loss: 1.273014 eta: 1 day, 10:41:06 batch_cost: 2.1184 data_cost: 0.0015 ips: 22.6590 images/s [10/26 01:33:56] ppdet.engine INFO: Epoch: [196] [ 40/610] learning_rate: 0.080414 loss_vfl: 0.787347 loss_bbox: 0.289584 loss_dfl: 0.186348 loss: 1.264301 eta: 1 day, 10:40:28 batch_cost: 2.0283 data_cost: 0.0013 ips: 23.6655 images/s [10/26 01:34:40] ppdet.engine INFO: Epoch: [196] [ 60/610] learning_rate: 0.080369 loss_vfl: 0.780033 loss_bbox: 0.285295 loss_dfl: 0.193507 loss: 1.256142 eta: 1 day, 10:39:49 batch_cost: 1.9969 data_cost: 0.0014 ips: 24.0376 images/s [10/26 01:35:24] ppdet.engine INFO: Epoch: [196] [ 80/610] learning_rate: 0.080323 loss_vfl: 0.802275 loss_bbox: 0.273614 loss_dfl: 0.184473 loss: 1.249277 eta: 1 day, 10:39:09 batch_cost: 1.9703 data_cost: 0.0012 ips: 24.3617 images/s [10/26 01:36:08] ppdet.engine INFO: Epoch: [196] [100/610] learning_rate: 0.080277 loss_vfl: 0.829437 loss_bbox: 0.278569 loss_dfl: 0.182485 loss: 1.312126 eta: 1 day, 10:38:30 batch_cost: 1.9762 data_cost: 0.0011 ips: 24.2888 images/s [10/26 01:36:54] ppdet.engine INFO: Epoch: [196] [120/610] learning_rate: 0.080232 loss_vfl: 0.791012 loss_bbox: 0.270332 loss_dfl: 0.189958 loss: 1.254301 eta: 1 day, 10:37:51 batch_cost: 2.0126 data_cost: 0.0012 ips: 23.8494 images/s [10/26 01:37:39] ppdet.engine INFO: Epoch: [196] [140/610] learning_rate: 0.080186 loss_vfl: 0.798774 loss_bbox: 0.254242 loss_dfl: 0.174194 loss: 1.241725 eta: 1 day, 10:37:12 batch_cost: 2.0484 data_cost: 0.0011 ips: 23.4328 images/s [10/26 01:38:21] ppdet.engine INFO: Epoch: [196] [160/610] learning_rate: 0.080141 loss_vfl: 0.790776 loss_bbox: 0.295384 loss_dfl: 0.187048 loss: 1.286426 eta: 1 day, 10:36:33 batch_cost: 1.9162 data_cost: 0.0011 ips: 25.0502 images/s [10/26 01:39:06] ppdet.engine INFO: Epoch: [196] [180/610] learning_rate: 0.080095 loss_vfl: 0.803585 loss_bbox: 0.274290 loss_dfl: 0.187620 loss: 1.261736 eta: 1 day, 10:35:54 batch_cost: 2.0271 data_cost: 0.0017 ips: 23.6797 images/s [10/26 01:39:51] ppdet.engine INFO: Epoch: [196] [200/610] learning_rate: 0.080050 loss_vfl: 0.801458 loss_bbox: 0.260473 loss_dfl: 0.182502 loss: 1.245493 eta: 1 day, 10:35:15 batch_cost: 2.0431 data_cost: 0.0011 ips: 23.4933 images/s [10/26 01:40:35] ppdet.engine INFO: Epoch: [196] [220/610] learning_rate: 0.080004 loss_vfl: 0.793941 loss_bbox: 0.274885 loss_dfl: 0.184426 loss: 1.246861 eta: 1 day, 10:34:36 batch_cost: 2.0011 data_cost: 0.0011 ips: 23.9865 images/s [10/26 01:41:19] ppdet.engine INFO: Epoch: [196] [240/610] learning_rate: 0.079958 loss_vfl: 0.805997 loss_bbox: 0.276565 loss_dfl: 0.195528 loss: 1.259671 eta: 1 day, 10:33:57 batch_cost: 1.9859 data_cost: 0.0011 ips: 24.1708 images/s [10/26 01:42:04] ppdet.engine INFO: Epoch: [196] [260/610] learning_rate: 0.079913 loss_vfl: 0.812137 loss_bbox: 0.275627 loss_dfl: 0.185291 loss: 1.284940 eta: 1 day, 10:33:18 batch_cost: 2.0465 data_cost: 0.0016 ips: 23.4552 images/s [10/26 01:42:49] ppdet.engine INFO: Epoch: [196] [280/610] learning_rate: 0.079867 loss_vfl: 0.821137 loss_bbox: 0.264368 loss_dfl: 0.180640 loss: 1.258645 eta: 1 day, 10:32:40 batch_cost: 2.0232 data_cost: 0.0011 ips: 23.7242 images/s [10/26 01:43:33] ppdet.engine INFO: Epoch: [196] [300/610] learning_rate: 0.079822 loss_vfl: 0.802366 loss_bbox: 0.266856 loss_dfl: 0.187138 loss: 1.264920 eta: 1 day, 10:32:01 batch_cost: 2.0177 data_cost: 0.0050 ips: 23.7900 images/s [10/26 01:44:17] ppdet.engine INFO: Epoch: [196] [320/610] learning_rate: 0.079776 loss_vfl: 0.796049 loss_bbox: 0.256501 loss_dfl: 0.173444 loss: 1.227861 eta: 1 day, 10:31:22 batch_cost: 2.0043 data_cost: 0.0018 ips: 23.9482 images/s [10/26 01:45:00] ppdet.engine INFO: Epoch: [196] [340/610] learning_rate: 0.079731 loss_vfl: 0.806867 loss_bbox: 0.283735 loss_dfl: 0.185645 loss: 1.262289 eta: 1 day, 10:30:42 batch_cost: 1.9497 data_cost: 0.0011 ips: 24.6193 images/s [10/26 01:45:45] ppdet.engine INFO: Epoch: [196] [360/610] learning_rate: 0.079685 loss_vfl: 0.804016 loss_bbox: 0.281131 loss_dfl: 0.186605 loss: 1.252269 eta: 1 day, 10:30:03 batch_cost: 1.9993 data_cost: 0.0011 ips: 24.0079 images/s [10/26 01:46:29] ppdet.engine INFO: Epoch: [196] [380/610] learning_rate: 0.079640 loss_vfl: 0.816730 loss_bbox: 0.291161 loss_dfl: 0.185397 loss: 1.287808 eta: 1 day, 10:29:24 batch_cost: 1.9790 data_cost: 0.0011 ips: 24.2544 images/s [10/26 01:47:14] ppdet.engine INFO: Epoch: [196] [400/610] learning_rate: 0.079594 loss_vfl: 0.784628 loss_bbox: 0.285262 loss_dfl: 0.188480 loss: 1.258103 eta: 1 day, 10:28:45 batch_cost: 2.0350 data_cost: 0.0053 ips: 23.5874 images/s [10/26 01:47:58] ppdet.engine INFO: Epoch: [196] [420/610] learning_rate: 0.079549 loss_vfl: 0.791155 loss_bbox: 0.281689 loss_dfl: 0.185134 loss: 1.256742 eta: 1 day, 10:28:05 batch_cost: 1.9425 data_cost: 0.0012 ips: 24.7106 images/s [10/26 01:48:42] ppdet.engine INFO: Epoch: [196] [440/610] learning_rate: 0.079503 loss_vfl: 0.804887 loss_bbox: 0.278391 loss_dfl: 0.190471 loss: 1.282342 eta: 1 day, 10:27:26 batch_cost: 2.0128 data_cost: 0.0011 ips: 23.8479 images/s [10/26 01:49:26] ppdet.engine INFO: Epoch: [196] [460/610] learning_rate: 0.079458 loss_vfl: 0.805119 loss_bbox: 0.280840 loss_dfl: 0.191583 loss: 1.264110 eta: 1 day, 10:26:47 batch_cost: 1.9597 data_cost: 0.0011 ips: 24.4936 images/s [10/26 01:50:10] ppdet.engine INFO: Epoch: [196] [480/610] learning_rate: 0.079413 loss_vfl: 0.812012 loss_bbox: 0.273546 loss_dfl: 0.186367 loss: 1.273306 eta: 1 day, 10:26:08 batch_cost: 1.9660 data_cost: 0.0011 ips: 24.4150 images/s [10/26 01:50:54] ppdet.engine INFO: Epoch: [196] [500/610] learning_rate: 0.079367 loss_vfl: 0.791114 loss_bbox: 0.289758 loss_dfl: 0.193569 loss: 1.283547 eta: 1 day, 10:25:29 batch_cost: 2.0181 data_cost: 0.0011 ips: 23.7852 images/s [10/26 01:51:39] ppdet.engine INFO: Epoch: [196] [520/610] learning_rate: 0.079322 loss_vfl: 0.797325 loss_bbox: 0.269015 loss_dfl: 0.182775 loss: 1.261051 eta: 1 day, 10:24:50 batch_cost: 2.0636 data_cost: 0.0011 ips: 23.2609 images/s [10/26 01:52:24] ppdet.engine INFO: Epoch: [196] [540/610] learning_rate: 0.079276 loss_vfl: 0.812107 loss_bbox: 0.281596 loss_dfl: 0.185948 loss: 1.267970 eta: 1 day, 10:24:12 batch_cost: 2.0311 data_cost: 0.0011 ips: 23.6329 images/s [10/26 01:53:09] ppdet.engine INFO: Epoch: [196] [560/610] learning_rate: 0.079231 loss_vfl: 0.785703 loss_bbox: 0.276128 loss_dfl: 0.188354 loss: 1.265997 eta: 1 day, 10:23:33 batch_cost: 2.0342 data_cost: 0.0011 ips: 23.5968 images/s [10/26 01:53:54] ppdet.engine INFO: Epoch: [196] [580/610] learning_rate: 0.079185 loss_vfl: 0.781116 loss_bbox: 0.264209 loss_dfl: 0.179138 loss: 1.244227 eta: 1 day, 10:22:54 batch_cost: 2.0599 data_cost: 0.0011 ips: 23.3023 images/s [10/26 01:54:37] ppdet.engine INFO: Epoch: [196] [600/610] learning_rate: 0.079140 loss_vfl: 0.796939 loss_bbox: 0.297383 loss_dfl: 0.199264 loss: 1.302405 eta: 1 day, 10:22:15 batch_cost: 1.9563 data_cost: 0.0012 ips: 24.5363 images/s [10/26 01:55:10] ppdet.engine INFO: Epoch: [197] [ 0/610] learning_rate: 0.079117 loss_vfl: 0.796573 loss_bbox: 0.305099 loss_dfl: 0.201192 loss: 1.296719 eta: 1 day, 10:22:00 batch_cost: 2.3523 data_cost: 0.2583 ips: 20.4059 images/s [10/26 01:55:56] ppdet.engine INFO: Epoch: [197] [ 20/610] learning_rate: 0.079072 loss_vfl: 0.803620 loss_bbox: 0.259355 loss_dfl: 0.183282 loss: 1.250900 eta: 1 day, 10:21:21 batch_cost: 2.0428 data_cost: 0.0011 ips: 23.4966 images/s [10/26 01:56:41] ppdet.engine INFO: Epoch: [197] [ 40/610] learning_rate: 0.079027 loss_vfl: 0.788962 loss_bbox: 0.254647 loss_dfl: 0.181653 loss: 1.220462 eta: 1 day, 10:20:42 batch_cost: 2.0001 data_cost: 0.0011 ips: 23.9988 images/s [10/26 01:57:26] ppdet.engine INFO: Epoch: [197] [ 60/610] learning_rate: 0.078981 loss_vfl: 0.796194 loss_bbox: 0.263526 loss_dfl: 0.181350 loss: 1.256836 eta: 1 day, 10:20:03 batch_cost: 2.0318 data_cost: 0.0011 ips: 23.6248 images/s [10/26 01:58:10] ppdet.engine INFO: Epoch: [197] [ 80/610] learning_rate: 0.078936 loss_vfl: 0.791697 loss_bbox: 0.297361 loss_dfl: 0.189793 loss: 1.299745 eta: 1 day, 10:19:24 batch_cost: 1.9627 data_cost: 0.0012 ips: 24.4567 images/s [10/26 01:58:54] ppdet.engine INFO: Epoch: [197] [100/610] learning_rate: 0.078891 loss_vfl: 0.811070 loss_bbox: 0.272312 loss_dfl: 0.184509 loss: 1.248477 eta: 1 day, 10:18:45 batch_cost: 1.9780 data_cost: 0.0011 ips: 24.2665 images/s [10/26 01:59:38] ppdet.engine INFO: Epoch: [197] [120/610] learning_rate: 0.078845 loss_vfl: 0.787420 loss_bbox: 0.281841 loss_dfl: 0.188226 loss: 1.260747 eta: 1 day, 10:18:06 batch_cost: 1.9918 data_cost: 0.0011 ips: 24.0986 images/s [10/26 02:00:22] ppdet.engine INFO: Epoch: [197] [140/610] learning_rate: 0.078800 loss_vfl: 0.798295 loss_bbox: 0.278750 loss_dfl: 0.188977 loss: 1.270572 eta: 1 day, 10:17:27 batch_cost: 2.0196 data_cost: 0.0011 ips: 23.7676 images/s [10/26 02:01:06] ppdet.engine INFO: Epoch: [197] [160/610] learning_rate: 0.078755 loss_vfl: 0.792409 loss_bbox: 0.275143 loss_dfl: 0.186301 loss: 1.238298 eta: 1 day, 10:16:47 batch_cost: 1.9827 data_cost: 0.0012 ips: 24.2098 images/s [10/26 02:01:49] ppdet.engine INFO: Epoch: [197] [180/610] learning_rate: 0.078709 loss_vfl: 0.810359 loss_bbox: 0.281601 loss_dfl: 0.189032 loss: 1.302338 eta: 1 day, 10:16:08 batch_cost: 1.9795 data_cost: 0.0011 ips: 24.2487 images/s [10/26 02:02:33] ppdet.engine INFO: Epoch: [197] [200/610] learning_rate: 0.078664 loss_vfl: 0.783501 loss_bbox: 0.261184 loss_dfl: 0.176714 loss: 1.242358 eta: 1 day, 10:15:29 batch_cost: 1.9944 data_cost: 0.0011 ips: 24.0675 images/s [10/26 02:03:19] ppdet.engine INFO: Epoch: [197] [220/610] learning_rate: 0.078619 loss_vfl: 0.789955 loss_bbox: 0.259924 loss_dfl: 0.179336 loss: 1.233515 eta: 1 day, 10:14:51 batch_cost: 2.0586 data_cost: 0.0010 ips: 23.3164 images/s [10/26 02:04:03] ppdet.engine INFO: Epoch: [197] [240/610] learning_rate: 0.078573 loss_vfl: 0.794939 loss_bbox: 0.274228 loss_dfl: 0.184956 loss: 1.265713 eta: 1 day, 10:14:12 batch_cost: 2.0251 data_cost: 0.0011 ips: 23.7027 images/s [10/26 02:04:47] ppdet.engine INFO: Epoch: [197] [260/610] learning_rate: 0.078528 loss_vfl: 0.803494 loss_bbox: 0.279537 loss_dfl: 0.186330 loss: 1.282132 eta: 1 day, 10:13:33 batch_cost: 1.9944 data_cost: 0.0017 ips: 24.0675 images/s [10/26 02:05:31] ppdet.engine INFO: Epoch: [197] [280/610] learning_rate: 0.078483 loss_vfl: 0.797413 loss_bbox: 0.271160 loss_dfl: 0.181608 loss: 1.247301 eta: 1 day, 10:12:53 batch_cost: 1.9701 data_cost: 0.0011 ips: 24.3638 images/s [10/26 02:06:15] ppdet.engine INFO: Epoch: [197] [300/610] learning_rate: 0.078438 loss_vfl: 0.806001 loss_bbox: 0.294695 loss_dfl: 0.194684 loss: 1.293611 eta: 1 day, 10:12:14 batch_cost: 1.9366 data_cost: 0.0010 ips: 24.7854 images/s [10/26 02:06:58] ppdet.engine INFO: Epoch: [197] [320/610] learning_rate: 0.078392 loss_vfl: 0.806802 loss_bbox: 0.267453 loss_dfl: 0.186020 loss: 1.277383 eta: 1 day, 10:11:34 batch_cost: 1.9627 data_cost: 0.0018 ips: 24.4566 images/s [10/26 02:07:42] ppdet.engine INFO: Epoch: [197] [340/610] learning_rate: 0.078347 loss_vfl: 0.787557 loss_bbox: 0.283559 loss_dfl: 0.189486 loss: 1.291961 eta: 1 day, 10:10:55 batch_cost: 1.9942 data_cost: 0.0010 ips: 24.0699 images/s [10/26 02:08:26] ppdet.engine INFO: Epoch: [197] [360/610] learning_rate: 0.078302 loss_vfl: 0.782062 loss_bbox: 0.264906 loss_dfl: 0.176130 loss: 1.232864 eta: 1 day, 10:10:16 batch_cost: 1.9780 data_cost: 0.0011 ips: 24.2667 images/s [10/26 02:09:11] ppdet.engine INFO: Epoch: [197] [380/610] learning_rate: 0.078257 loss_vfl: 0.791961 loss_bbox: 0.274614 loss_dfl: 0.186791 loss: 1.251626 eta: 1 day, 10:09:37 batch_cost: 2.0143 data_cost: 0.0012 ips: 23.8300 images/s [10/26 02:09:55] ppdet.engine INFO: Epoch: [197] [400/610] learning_rate: 0.078211 loss_vfl: 0.817771 loss_bbox: 0.283782 loss_dfl: 0.192309 loss: 1.292550 eta: 1 day, 10:08:58 batch_cost: 1.9907 data_cost: 0.0011 ips: 24.1122 images/s [10/26 02:10:39] ppdet.engine INFO: Epoch: [197] [420/610] learning_rate: 0.078166 loss_vfl: 0.786934 loss_bbox: 0.272633 loss_dfl: 0.187230 loss: 1.245208 eta: 1 day, 10:08:18 batch_cost: 1.9819 data_cost: 0.0011 ips: 24.2198 images/s [10/26 02:11:22] ppdet.engine INFO: Epoch: [197] [440/610] learning_rate: 0.078121 loss_vfl: 0.813136 loss_bbox: 0.276476 loss_dfl: 0.184566 loss: 1.282390 eta: 1 day, 10:07:39 batch_cost: 1.9536 data_cost: 0.0011 ips: 24.5697 images/s [10/26 02:12:06] ppdet.engine INFO: Epoch: [197] [460/610] learning_rate: 0.078076 loss_vfl: 0.800361 loss_bbox: 0.272443 loss_dfl: 0.180793 loss: 1.257107 eta: 1 day, 10:07:00 batch_cost: 1.9876 data_cost: 0.0012 ips: 24.1499 images/s [10/26 02:12:48] ppdet.engine INFO: Epoch: [197] [480/610] learning_rate: 0.078030 loss_vfl: 0.804192 loss_bbox: 0.274158 loss_dfl: 0.184691 loss: 1.245574 eta: 1 day, 10:06:19 batch_cost: 1.8793 data_cost: 0.0011 ips: 25.5420 images/s [10/26 02:13:31] ppdet.engine INFO: Epoch: [197] [500/610] learning_rate: 0.077985 loss_vfl: 0.801123 loss_bbox: 0.272155 loss_dfl: 0.188087 loss: 1.269436 eta: 1 day, 10:05:40 batch_cost: 1.9547 data_cost: 0.0011 ips: 24.5562 images/s [10/26 02:14:16] ppdet.engine INFO: Epoch: [197] [520/610] learning_rate: 0.077940 loss_vfl: 0.780027 loss_bbox: 0.269670 loss_dfl: 0.191905 loss: 1.240617 eta: 1 day, 10:05:01 batch_cost: 2.0005 data_cost: 0.0011 ips: 23.9934 images/s [10/26 02:15:00] ppdet.engine INFO: Epoch: [197] [540/610] learning_rate: 0.077895 loss_vfl: 0.811864 loss_bbox: 0.278958 loss_dfl: 0.184864 loss: 1.271665 eta: 1 day, 10:04:22 batch_cost: 2.0068 data_cost: 0.0011 ips: 23.9192 images/s [10/26 02:15:44] ppdet.engine INFO: Epoch: [197] [560/610] learning_rate: 0.077850 loss_vfl: 0.819488 loss_bbox: 0.279257 loss_dfl: 0.187407 loss: 1.300553 eta: 1 day, 10:03:42 batch_cost: 1.9649 data_cost: 0.0011 ips: 24.4285 images/s [10/26 02:16:27] ppdet.engine INFO: Epoch: [197] [580/610] learning_rate: 0.077805 loss_vfl: 0.796238 loss_bbox: 0.255759 loss_dfl: 0.180958 loss: 1.255519 eta: 1 day, 10:03:03 batch_cost: 1.9593 data_cost: 0.0011 ips: 24.4989 images/s [10/26 02:17:10] ppdet.engine INFO: Epoch: [197] [600/610] learning_rate: 0.077760 loss_vfl: 0.804356 loss_bbox: 0.260620 loss_dfl: 0.174084 loss: 1.241769 eta: 1 day, 10:02:23 batch_cost: 1.9200 data_cost: 0.0011 ips: 24.9997 images/s [10/26 02:17:44] ppdet.engine INFO: Epoch: [198] [ 0/610] learning_rate: 0.077737 loss_vfl: 0.810037 loss_bbox: 0.260872 loss_dfl: 0.180289 loss: 1.244618 eta: 1 day, 10:02:08 batch_cost: 2.3635 data_cost: 0.3048 ips: 20.3089 images/s [10/26 02:18:28] ppdet.engine INFO: Epoch: [198] [ 20/610] learning_rate: 0.077692 loss_vfl: 0.788014 loss_bbox: 0.281187 loss_dfl: 0.188079 loss: 1.256179 eta: 1 day, 10:01:29 batch_cost: 2.0399 data_cost: 0.0011 ips: 23.5305 images/s [10/26 02:19:13] ppdet.engine INFO: Epoch: [198] [ 40/610] learning_rate: 0.077647 loss_vfl: 0.771854 loss_bbox: 0.290484 loss_dfl: 0.190007 loss: 1.269538 eta: 1 day, 10:00:50 batch_cost: 1.9849 data_cost: 0.0011 ips: 24.1830 images/s [10/26 02:19:58] ppdet.engine INFO: Epoch: [198] [ 60/610] learning_rate: 0.077602 loss_vfl: 0.790061 loss_bbox: 0.294948 loss_dfl: 0.191429 loss: 1.268741 eta: 1 day, 10:00:11 batch_cost: 2.0379 data_cost: 0.0012 ips: 23.5536 images/s [10/26 02:20:42] ppdet.engine INFO: Epoch: [198] [ 80/610] learning_rate: 0.077556 loss_vfl: 0.799124 loss_bbox: 0.279692 loss_dfl: 0.186195 loss: 1.268828 eta: 1 day, 9:59:32 batch_cost: 2.0183 data_cost: 0.0011 ips: 23.7826 images/s [10/26 02:21:27] ppdet.engine INFO: Epoch: [198] [100/610] learning_rate: 0.077511 loss_vfl: 0.800165 loss_bbox: 0.269957 loss_dfl: 0.183669 loss: 1.288346 eta: 1 day, 9:58:54 batch_cost: 2.0632 data_cost: 0.0011 ips: 23.2647 images/s [10/26 02:22:11] ppdet.engine INFO: Epoch: [198] [120/610] learning_rate: 0.077466 loss_vfl: 0.787670 loss_bbox: 0.263960 loss_dfl: 0.175045 loss: 1.238564 eta: 1 day, 9:58:15 batch_cost: 1.9756 data_cost: 0.0011 ips: 24.2960 images/s [10/26 02:22:55] ppdet.engine INFO: Epoch: [198] [140/610] learning_rate: 0.077421 loss_vfl: 0.784210 loss_bbox: 0.291555 loss_dfl: 0.190102 loss: 1.290436 eta: 1 day, 9:57:36 batch_cost: 2.0366 data_cost: 0.0011 ips: 23.5685 images/s [10/26 02:23:40] ppdet.engine INFO: Epoch: [198] [160/610] learning_rate: 0.077376 loss_vfl: 0.791642 loss_bbox: 0.288213 loss_dfl: 0.188295 loss: 1.266779 eta: 1 day, 9:56:57 batch_cost: 2.0437 data_cost: 0.0011 ips: 23.4864 images/s [10/26 02:24:24] ppdet.engine INFO: Epoch: [198] [180/610] learning_rate: 0.077331 loss_vfl: 0.795786 loss_bbox: 0.263777 loss_dfl: 0.184459 loss: 1.251863 eta: 1 day, 9:56:18 batch_cost: 1.9648 data_cost: 0.0042 ips: 24.4297 images/s [10/26 02:25:08] ppdet.engine INFO: Epoch: [198] [200/610] learning_rate: 0.077286 loss_vfl: 0.787949 loss_bbox: 0.293494 loss_dfl: 0.192744 loss: 1.291934 eta: 1 day, 9:55:39 batch_cost: 2.0450 data_cost: 0.0011 ips: 23.4725 images/s [10/26 02:25:53] ppdet.engine INFO: Epoch: [198] [220/610] learning_rate: 0.077241 loss_vfl: 0.785565 loss_bbox: 0.283326 loss_dfl: 0.189292 loss: 1.277309 eta: 1 day, 9:55:00 batch_cost: 1.9927 data_cost: 0.0011 ips: 24.0876 images/s [10/26 02:26:37] ppdet.engine INFO: Epoch: [198] [240/610] learning_rate: 0.077196 loss_vfl: 0.785156 loss_bbox: 0.261004 loss_dfl: 0.183153 loss: 1.248460 eta: 1 day, 9:54:21 batch_cost: 2.0056 data_cost: 0.0011 ips: 23.9331 images/s [10/26 02:27:22] ppdet.engine INFO: Epoch: [198] [260/610] learning_rate: 0.077151 loss_vfl: 0.786172 loss_bbox: 0.268518 loss_dfl: 0.178153 loss: 1.234646 eta: 1 day, 9:53:43 batch_cost: 2.0494 data_cost: 0.0011 ips: 23.4213 images/s [10/26 02:28:05] ppdet.engine INFO: Epoch: [198] [280/610] learning_rate: 0.077106 loss_vfl: 0.808537 loss_bbox: 0.298300 loss_dfl: 0.192679 loss: 1.308717 eta: 1 day, 9:53:03 batch_cost: 1.9786 data_cost: 0.0010 ips: 24.2590 images/s [10/26 02:28:50] ppdet.engine INFO: Epoch: [198] [300/610] learning_rate: 0.077061 loss_vfl: 0.804694 loss_bbox: 0.272321 loss_dfl: 0.183186 loss: 1.246075 eta: 1 day, 9:52:24 batch_cost: 2.0212 data_cost: 0.0011 ips: 23.7481 images/s [10/26 02:29:34] ppdet.engine INFO: Epoch: [198] [320/610] learning_rate: 0.077016 loss_vfl: 0.771572 loss_bbox: 0.296995 loss_dfl: 0.195633 loss: 1.267463 eta: 1 day, 9:51:46 batch_cost: 2.0118 data_cost: 0.0016 ips: 23.8596 images/s [10/26 02:30:18] ppdet.engine INFO: Epoch: [198] [340/610] learning_rate: 0.076971 loss_vfl: 0.810746 loss_bbox: 0.275735 loss_dfl: 0.186200 loss: 1.256619 eta: 1 day, 9:51:06 batch_cost: 1.9772 data_cost: 0.0010 ips: 24.2762 images/s [10/26 02:31:02] ppdet.engine INFO: Epoch: [198] [360/610] learning_rate: 0.076926 loss_vfl: 0.795860 loss_bbox: 0.269569 loss_dfl: 0.188605 loss: 1.267711 eta: 1 day, 9:50:27 batch_cost: 2.0093 data_cost: 0.0010 ips: 23.8893 images/s [10/26 02:31:47] ppdet.engine INFO: Epoch: [198] [380/610] learning_rate: 0.076881 loss_vfl: 0.798177 loss_bbox: 0.292445 loss_dfl: 0.188192 loss: 1.262103 eta: 1 day, 9:49:48 batch_cost: 2.0255 data_cost: 0.0011 ips: 23.6977 images/s [10/26 02:32:32] ppdet.engine INFO: Epoch: [198] [400/610] learning_rate: 0.076836 loss_vfl: 0.794412 loss_bbox: 0.277177 loss_dfl: 0.188034 loss: 1.269763 eta: 1 day, 9:49:10 batch_cost: 2.0500 data_cost: 0.0012 ips: 23.4145 images/s [10/26 02:33:17] ppdet.engine INFO: Epoch: [198] [420/610] learning_rate: 0.076791 loss_vfl: 0.796565 loss_bbox: 0.280985 loss_dfl: 0.186699 loss: 1.267535 eta: 1 day, 9:48:31 batch_cost: 2.0452 data_cost: 0.0011 ips: 23.4693 images/s [10/26 02:34:02] ppdet.engine INFO: Epoch: [198] [440/610] learning_rate: 0.076746 loss_vfl: 0.800327 loss_bbox: 0.280163 loss_dfl: 0.181364 loss: 1.250941 eta: 1 day, 9:47:53 batch_cost: 2.0805 data_cost: 0.0011 ips: 23.0712 images/s [10/26 02:34:47] ppdet.engine INFO: Epoch: [198] [460/610] learning_rate: 0.076701 loss_vfl: 0.808952 loss_bbox: 0.285620 loss_dfl: 0.194691 loss: 1.277261 eta: 1 day, 9:47:14 batch_cost: 2.0493 data_cost: 0.0011 ips: 23.4230 images/s [10/26 02:35:29] ppdet.engine INFO: Epoch: [198] [480/610] learning_rate: 0.076656 loss_vfl: 0.802924 loss_bbox: 0.275794 loss_dfl: 0.185456 loss: 1.245388 eta: 1 day, 9:46:34 batch_cost: 1.9127 data_cost: 0.0011 ips: 25.0958 images/s [10/26 02:36:14] ppdet.engine INFO: Epoch: [198] [500/610] learning_rate: 0.076611 loss_vfl: 0.799051 loss_bbox: 0.271254 loss_dfl: 0.192499 loss: 1.263933 eta: 1 day, 9:45:55 batch_cost: 1.9900 data_cost: 0.0011 ips: 24.1211 images/s [10/26 02:36:58] ppdet.engine INFO: Epoch: [198] [520/610] learning_rate: 0.076566 loss_vfl: 0.834324 loss_bbox: 0.258657 loss_dfl: 0.172882 loss: 1.261671 eta: 1 day, 9:45:16 batch_cost: 1.9968 data_cost: 0.0011 ips: 24.0381 images/s [10/26 02:37:41] ppdet.engine INFO: Epoch: [198] [540/610] learning_rate: 0.076522 loss_vfl: 0.788493 loss_bbox: 0.281046 loss_dfl: 0.187998 loss: 1.261716 eta: 1 day, 9:44:37 batch_cost: 1.9875 data_cost: 0.0011 ips: 24.1514 images/s [10/26 02:38:24] ppdet.engine INFO: Epoch: [198] [560/610] learning_rate: 0.076477 loss_vfl: 0.792341 loss_bbox: 0.292293 loss_dfl: 0.194297 loss: 1.282957 eta: 1 day, 9:43:57 batch_cost: 1.9286 data_cost: 0.0011 ips: 24.8886 images/s [10/26 02:39:07] ppdet.engine INFO: Epoch: [198] [580/610] learning_rate: 0.076432 loss_vfl: 0.807713 loss_bbox: 0.291969 loss_dfl: 0.193320 loss: 1.280505 eta: 1 day, 9:43:18 batch_cost: 1.9513 data_cost: 0.0011 ips: 24.5985 images/s [10/26 02:39:50] ppdet.engine INFO: Epoch: [198] [600/610] learning_rate: 0.076387 loss_vfl: 0.800741 loss_bbox: 0.281902 loss_dfl: 0.182049 loss: 1.256960 eta: 1 day, 9:42:37 batch_cost: 1.8921 data_cost: 0.0011 ips: 25.3691 images/s [10/26 02:40:24] ppdet.engine INFO: Epoch: [199] [ 0/610] learning_rate: 0.076364 loss_vfl: 0.796483 loss_bbox: 0.271318 loss_dfl: 0.180422 loss: 1.239416 eta: 1 day, 9:42:23 batch_cost: 2.4087 data_cost: 0.2231 ips: 19.9281 images/s [10/26 02:41:09] ppdet.engine INFO: Epoch: [199] [ 20/610] learning_rate: 0.076320 loss_vfl: 0.780742 loss_bbox: 0.290608 loss_dfl: 0.192214 loss: 1.278657 eta: 1 day, 9:41:44 batch_cost: 2.0226 data_cost: 0.0012 ips: 23.7316 images/s [10/26 02:41:53] ppdet.engine INFO: Epoch: [199] [ 40/610] learning_rate: 0.076275 loss_vfl: 0.811635 loss_bbox: 0.269843 loss_dfl: 0.178849 loss: 1.262955 eta: 1 day, 9:41:05 batch_cost: 1.9789 data_cost: 0.0011 ips: 24.2558 images/s [10/26 02:42:37] ppdet.engine INFO: Epoch: [199] [ 60/610] learning_rate: 0.076230 loss_vfl: 0.801767 loss_bbox: 0.296934 loss_dfl: 0.194197 loss: 1.288042 eta: 1 day, 9:40:25 batch_cost: 1.9918 data_cost: 0.0011 ips: 24.0989 images/s [10/26 02:43:21] ppdet.engine INFO: Epoch: [199] [ 80/610] learning_rate: 0.076185 loss_vfl: 0.793549 loss_bbox: 0.270564 loss_dfl: 0.187415 loss: 1.273471 eta: 1 day, 9:39:46 batch_cost: 1.9951 data_cost: 0.0011 ips: 24.0587 images/s [10/26 02:44:04] ppdet.engine INFO: Epoch: [199] [100/610] learning_rate: 0.076140 loss_vfl: 0.801178 loss_bbox: 0.276410 loss_dfl: 0.181394 loss: 1.246225 eta: 1 day, 9:39:07 batch_cost: 1.9814 data_cost: 0.0011 ips: 24.2257 images/s [10/26 02:44:48] ppdet.engine INFO: Epoch: [199] [120/610] learning_rate: 0.076095 loss_vfl: 0.781847 loss_bbox: 0.276368 loss_dfl: 0.184932 loss: 1.245416 eta: 1 day, 9:38:28 batch_cost: 1.9757 data_cost: 0.0011 ips: 24.2952 images/s [10/26 02:45:31] ppdet.engine INFO: Epoch: [199] [140/610] learning_rate: 0.076051 loss_vfl: 0.788558 loss_bbox: 0.254009 loss_dfl: 0.172916 loss: 1.230777 eta: 1 day, 9:37:49 batch_cost: 2.0002 data_cost: 0.0011 ips: 23.9981 images/s [10/26 02:46:16] ppdet.engine INFO: Epoch: [199] [160/610] learning_rate: 0.076006 loss_vfl: 0.805558 loss_bbox: 0.263137 loss_dfl: 0.181541 loss: 1.237036 eta: 1 day, 9:37:10 batch_cost: 2.0119 data_cost: 0.0012 ips: 23.8580 images/s [10/26 02:46:59] ppdet.engine INFO: Epoch: [199] [180/610] learning_rate: 0.075961 loss_vfl: 0.802126 loss_bbox: 0.268723 loss_dfl: 0.185462 loss: 1.273223 eta: 1 day, 9:36:30 batch_cost: 1.9630 data_cost: 0.0011 ips: 24.4523 images/s [10/26 02:47:44] ppdet.engine INFO: Epoch: [199] [200/610] learning_rate: 0.075916 loss_vfl: 0.800754 loss_bbox: 0.291567 loss_dfl: 0.190218 loss: 1.280816 eta: 1 day, 9:35:51 batch_cost: 1.9750 data_cost: 0.0011 ips: 24.3044 images/s [10/26 02:48:27] ppdet.engine INFO: Epoch: [199] [220/610] learning_rate: 0.075871 loss_vfl: 0.789616 loss_bbox: 0.244211 loss_dfl: 0.170590 loss: 1.199045 eta: 1 day, 9:35:11 batch_cost: 1.9632 data_cost: 0.0011 ips: 24.4497 images/s [10/26 02:49:12] ppdet.engine INFO: Epoch: [199] [240/610] learning_rate: 0.075827 loss_vfl: 0.789226 loss_bbox: 0.290791 loss_dfl: 0.187380 loss: 1.276064 eta: 1 day, 9:34:33 batch_cost: 2.0309 data_cost: 0.0011 ips: 23.6348 images/s [10/26 02:49:55] ppdet.engine INFO: Epoch: [199] [260/610] learning_rate: 0.075782 loss_vfl: 0.804161 loss_bbox: 0.273571 loss_dfl: 0.188040 loss: 1.271173 eta: 1 day, 9:33:53 batch_cost: 1.9317 data_cost: 0.0011 ips: 24.8491 images/s [10/26 02:50:38] ppdet.engine INFO: Epoch: [199] [280/610] learning_rate: 0.075737 loss_vfl: 0.787256 loss_bbox: 0.275214 loss_dfl: 0.188875 loss: 1.249504 eta: 1 day, 9:33:13 batch_cost: 1.9428 data_cost: 0.0010 ips: 24.7071 images/s [10/26 02:51:22] ppdet.engine INFO: Epoch: [199] [300/610] learning_rate: 0.075692 loss_vfl: 0.791215 loss_bbox: 0.271763 loss_dfl: 0.182442 loss: 1.249797 eta: 1 day, 9:32:34 batch_cost: 1.9547 data_cost: 0.0012 ips: 24.5559 images/s [10/26 02:52:06] ppdet.engine INFO: Epoch: [199] [320/610] learning_rate: 0.075648 loss_vfl: 0.786659 loss_bbox: 0.265978 loss_dfl: 0.179064 loss: 1.247072 eta: 1 day, 9:31:54 batch_cost: 1.9778 data_cost: 0.0011 ips: 24.2699 images/s [10/26 02:52:49] ppdet.engine INFO: Epoch: [199] [340/610] learning_rate: 0.075603 loss_vfl: 0.797714 loss_bbox: 0.290198 loss_dfl: 0.191761 loss: 1.265371 eta: 1 day, 9:31:15 batch_cost: 1.9719 data_cost: 0.0017 ips: 24.3423 images/s [10/26 02:53:33] ppdet.engine INFO: Epoch: [199] [360/610] learning_rate: 0.075558 loss_vfl: 0.781206 loss_bbox: 0.262408 loss_dfl: 0.171373 loss: 1.218756 eta: 1 day, 9:30:36 batch_cost: 2.0052 data_cost: 0.0011 ips: 23.9382 images/s [10/26 02:54:16] ppdet.engine INFO: Epoch: [199] [380/610] learning_rate: 0.075514 loss_vfl: 0.793207 loss_bbox: 0.281119 loss_dfl: 0.186869 loss: 1.269542 eta: 1 day, 9:29:56 batch_cost: 1.9298 data_cost: 0.0011 ips: 24.8725 images/s [10/26 02:55:01] ppdet.engine INFO: Epoch: [199] [400/610] learning_rate: 0.075469 loss_vfl: 0.792062 loss_bbox: 0.280217 loss_dfl: 0.186861 loss: 1.261647 eta: 1 day, 9:29:18 batch_cost: 2.0471 data_cost: 0.0023 ips: 23.4474 images/s [10/26 02:55:45] ppdet.engine INFO: Epoch: [199] [420/610] learning_rate: 0.075424 loss_vfl: 0.793100 loss_bbox: 0.268100 loss_dfl: 0.176097 loss: 1.224871 eta: 1 day, 9:28:38 batch_cost: 1.9806 data_cost: 0.0011 ips: 24.2357 images/s [10/26 02:56:29] ppdet.engine INFO: Epoch: [199] [440/610] learning_rate: 0.075379 loss_vfl: 0.804122 loss_bbox: 0.282243 loss_dfl: 0.190350 loss: 1.287912 eta: 1 day, 9:27:59 batch_cost: 1.9743 data_cost: 0.0011 ips: 24.3126 images/s [10/26 02:57:13] ppdet.engine INFO: Epoch: [199] [460/610] learning_rate: 0.075335 loss_vfl: 0.801255 loss_bbox: 0.281391 loss_dfl: 0.185034 loss: 1.276962 eta: 1 day, 9:27:20 batch_cost: 1.9764 data_cost: 0.0011 ips: 24.2864 images/s [10/26 02:57:56] ppdet.engine INFO: Epoch: [199] [480/610] learning_rate: 0.075290 loss_vfl: 0.816578 loss_bbox: 0.272388 loss_dfl: 0.183100 loss: 1.277076 eta: 1 day, 9:26:40 batch_cost: 1.9284 data_cost: 0.0011 ips: 24.8905 images/s [10/26 02:58:40] ppdet.engine INFO: Epoch: [199] [500/610] learning_rate: 0.075245 loss_vfl: 0.799016 loss_bbox: 0.261798 loss_dfl: 0.174558 loss: 1.263337 eta: 1 day, 9:26:01 batch_cost: 2.0314 data_cost: 0.0011 ips: 23.6289 images/s [10/26 02:59:25] ppdet.engine INFO: Epoch: [199] [520/610] learning_rate: 0.075201 loss_vfl: 0.805197 loss_bbox: 0.295278 loss_dfl: 0.196010 loss: 1.281493 eta: 1 day, 9:25:23 batch_cost: 2.0631 data_cost: 0.0011 ips: 23.2656 images/s [10/26 03:00:10] ppdet.engine INFO: Epoch: [199] [540/610] learning_rate: 0.075156 loss_vfl: 0.796644 loss_bbox: 0.290608 loss_dfl: 0.186534 loss: 1.269958 eta: 1 day, 9:24:44 batch_cost: 2.0355 data_cost: 0.0011 ips: 23.5813 images/s [10/26 03:00:54] ppdet.engine INFO: Epoch: [199] [560/610] learning_rate: 0.075112 loss_vfl: 0.805861 loss_bbox: 0.284304 loss_dfl: 0.184939 loss: 1.261002 eta: 1 day, 9:24:05 batch_cost: 1.9705 data_cost: 0.0010 ips: 24.3595 images/s [10/26 03:01:39] ppdet.engine INFO: Epoch: [199] [580/610] learning_rate: 0.075067 loss_vfl: 0.791559 loss_bbox: 0.265338 loss_dfl: 0.175339 loss: 1.258090 eta: 1 day, 9:23:26 batch_cost: 2.0495 data_cost: 0.0011 ips: 23.4201 images/s [10/26 03:02:21] ppdet.engine INFO: Epoch: [199] [600/610] learning_rate: 0.075022 loss_vfl: 0.806178 loss_bbox: 0.277335 loss_dfl: 0.188693 loss: 1.250000 eta: 1 day, 9:22:46 batch_cost: 1.9245 data_cost: 0.0011 ips: 24.9419 images/s [10/26 03:02:43] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/26 03:02:43] ppdet.engine INFO: Eval iter: 0 [10/26 03:03:15] ppdet.engine INFO: Eval iter: 100 [10/26 03:03:38] ppdet.engine INFO: Eval iter: 200 [10/26 03:04:02] ppdet.engine INFO: Eval iter: 300 [10/26 03:04:25] ppdet.engine INFO: Eval iter: 400 [10/26 03:04:48] ppdet.engine INFO: Eval iter: 500 [10/26 03:05:11] ppdet.engine INFO: Eval iter: 600 [10/26 03:05:30] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.64s) creating index... index created! [10/26 03:05:31] 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=97.88s). Accumulating evaluation results... DONE (t=16.94s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.362 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.521 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.382 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.145 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.390 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.307 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.487 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.248 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.580 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762 [10/26 03:07:32] ppdet.engine INFO: Total sample number: 4952, averge FPS: 32.207758795763205 [10/26 03:07:32] ppdet.engine INFO: Best test bbox ap is 0.362. [10/26 03:07:32] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/26 03:07:34] ppdet.engine INFO: Epoch: [200] [ 0/610] learning_rate: 0.075000 loss_vfl: 0.810984 loss_bbox: 0.276636 loss_dfl: 0.189384 loss: 1.278565 eta: 1 day, 9:22:25 batch_cost: 1.8046 data_cost: 0.0011 ips: 26.5990 images/s [10/26 03:08:19] ppdet.engine INFO: Epoch: [200] [ 20/610] learning_rate: 0.074955 loss_vfl: 0.789248 loss_bbox: 0.295174 loss_dfl: 0.192219 loss: 1.262464 eta: 1 day, 9:21:46 batch_cost: 2.0042 data_cost: 0.0013 ips: 23.9494 images/s [10/26 03:09:03] ppdet.engine INFO: Epoch: [200] [ 40/610] learning_rate: 0.074911 loss_vfl: 0.789801 loss_bbox: 0.269218 loss_dfl: 0.181709 loss: 1.245267 eta: 1 day, 9:21:07 batch_cost: 1.9862 data_cost: 0.0011 ips: 24.1670 images/s [10/26 03:09:46] ppdet.engine INFO: Epoch: [200] [ 60/610] learning_rate: 0.074866 loss_vfl: 0.779208 loss_bbox: 0.256570 loss_dfl: 0.171488 loss: 1.204225 eta: 1 day, 9:20:28 batch_cost: 1.9471 data_cost: 0.0011 ips: 24.6515 images/s [10/26 03:10:31] ppdet.engine INFO: Epoch: [200] [ 80/610] learning_rate: 0.074822 loss_vfl: 0.787270 loss_bbox: 0.263212 loss_dfl: 0.184589 loss: 1.231691 eta: 1 day, 9:19:49 batch_cost: 2.0225 data_cost: 0.0011 ips: 23.7328 images/s [10/26 03:11:15] ppdet.engine INFO: Epoch: [200] [100/610] learning_rate: 0.074777 loss_vfl: 0.792839 loss_bbox: 0.278173 loss_dfl: 0.184481 loss: 1.268240 eta: 1 day, 9:19:10 batch_cost: 2.0038 data_cost: 0.0011 ips: 23.9549 images/s [10/26 03:11:59] ppdet.engine INFO: Epoch: [200] [120/610] learning_rate: 0.074733 loss_vfl: 0.801524 loss_bbox: 0.277821 loss_dfl: 0.185622 loss: 1.255688 eta: 1 day, 9:18:31 batch_cost: 2.0084 data_cost: 0.0010 ips: 23.8990 images/s [10/26 03:12:43] ppdet.engine INFO: Epoch: [200] [140/610] learning_rate: 0.074688 loss_vfl: 0.792677 loss_bbox: 0.269515 loss_dfl: 0.180481 loss: 1.248796 eta: 1 day, 9:17:52 batch_cost: 2.0407 data_cost: 0.0010 ips: 23.5217 images/s [10/26 03:13:27] ppdet.engine INFO: Epoch: [200] [160/610] learning_rate: 0.074643 loss_vfl: 0.787312 loss_bbox: 0.263785 loss_dfl: 0.186229 loss: 1.222042 eta: 1 day, 9:17:13 batch_cost: 1.9606 data_cost: 0.0011 ips: 24.4820 images/s [10/26 03:14:11] ppdet.engine INFO: Epoch: [200] [180/610] learning_rate: 0.074599 loss_vfl: 0.784059 loss_bbox: 0.273215 loss_dfl: 0.179810 loss: 1.268170 eta: 1 day, 9:16:33 batch_cost: 2.0004 data_cost: 0.0011 ips: 23.9958 images/s [10/26 03:14:54] ppdet.engine INFO: Epoch: [200] [200/610] learning_rate: 0.074554 loss_vfl: 0.800682 loss_bbox: 0.277465 loss_dfl: 0.179294 loss: 1.264494 eta: 1 day, 9:15:54 batch_cost: 1.9620 data_cost: 0.0011 ips: 24.4651 images/s [10/26 03:15:38] ppdet.engine INFO: Epoch: [200] [220/610] learning_rate: 0.074510 loss_vfl: 0.784748 loss_bbox: 0.270128 loss_dfl: 0.179043 loss: 1.233682 eta: 1 day, 9:15:15 batch_cost: 2.0019 data_cost: 0.0010 ips: 23.9774 images/s [10/26 03:16:23] ppdet.engine INFO: Epoch: [200] [240/610] learning_rate: 0.074465 loss_vfl: 0.796263 loss_bbox: 0.277582 loss_dfl: 0.185075 loss: 1.244320 eta: 1 day, 9:14:36 batch_cost: 1.9980 data_cost: 0.0011 ips: 24.0239 images/s [10/26 03:17:07] ppdet.engine INFO: Epoch: [200] [260/610] learning_rate: 0.074421 loss_vfl: 0.786993 loss_bbox: 0.254350 loss_dfl: 0.176350 loss: 1.219239 eta: 1 day, 9:13:57 batch_cost: 2.0177 data_cost: 0.0011 ips: 23.7893 images/s [10/26 03:17:51] ppdet.engine INFO: Epoch: [200] [280/610] learning_rate: 0.074376 loss_vfl: 0.795116 loss_bbox: 0.281955 loss_dfl: 0.185777 loss: 1.248470 eta: 1 day, 9:13:17 batch_cost: 1.9665 data_cost: 0.0010 ips: 24.4082 images/s [10/26 03:18:35] ppdet.engine INFO: Epoch: [200] [300/610] learning_rate: 0.074332 loss_vfl: 0.785270 loss_bbox: 0.288882 loss_dfl: 0.188542 loss: 1.259145 eta: 1 day, 9:12:38 batch_cost: 1.9893 data_cost: 0.0013 ips: 24.1289 images/s [10/26 03:19:18] ppdet.engine INFO: Epoch: [200] [320/610] learning_rate: 0.074288 loss_vfl: 0.801062 loss_bbox: 0.277152 loss_dfl: 0.192478 loss: 1.264836 eta: 1 day, 9:11:59 batch_cost: 1.9390 data_cost: 0.0011 ips: 24.7552 images/s [10/26 03:20:01] ppdet.engine INFO: Epoch: [200] [340/610] learning_rate: 0.074243 loss_vfl: 0.773481 loss_bbox: 0.266936 loss_dfl: 0.183808 loss: 1.224242 eta: 1 day, 9:11:19 batch_cost: 1.9202 data_cost: 0.0011 ips: 24.9974 images/s [10/26 03:20:45] ppdet.engine INFO: Epoch: [200] [360/610] learning_rate: 0.074199 loss_vfl: 0.784517 loss_bbox: 0.277803 loss_dfl: 0.182095 loss: 1.250149 eta: 1 day, 9:10:39 batch_cost: 1.9917 data_cost: 0.0011 ips: 24.1001 images/s [10/26 03:21:28] ppdet.engine INFO: Epoch: [200] [380/610] learning_rate: 0.074154 loss_vfl: 0.797653 loss_bbox: 0.254235 loss_dfl: 0.179557 loss: 1.244481 eta: 1 day, 9:10:00 batch_cost: 1.9258 data_cost: 0.0017 ips: 24.9242 images/s [10/26 03:22:11] ppdet.engine INFO: Epoch: [200] [400/610] learning_rate: 0.074110 loss_vfl: 0.795360 loss_bbox: 0.269038 loss_dfl: 0.183112 loss: 1.262518 eta: 1 day, 9:09:20 batch_cost: 1.9890 data_cost: 0.0019 ips: 24.1325 images/s [10/26 03:22:56] ppdet.engine INFO: Epoch: [200] [420/610] learning_rate: 0.074065 loss_vfl: 0.793120 loss_bbox: 0.286079 loss_dfl: 0.188024 loss: 1.273862 eta: 1 day, 9:08:42 batch_cost: 2.0363 data_cost: 0.0011 ips: 23.5721 images/s [10/26 03:23:42] ppdet.engine INFO: Epoch: [200] [440/610] learning_rate: 0.074021 loss_vfl: 0.788858 loss_bbox: 0.273688 loss_dfl: 0.189907 loss: 1.262004 eta: 1 day, 9:08:03 batch_cost: 2.0759 data_cost: 0.0018 ips: 23.1223 images/s [10/26 03:24:26] ppdet.engine INFO: Epoch: [200] [460/610] learning_rate: 0.073977 loss_vfl: 0.806647 loss_bbox: 0.256445 loss_dfl: 0.173968 loss: 1.238498 eta: 1 day, 9:07:24 batch_cost: 2.0184 data_cost: 0.0011 ips: 23.7814 images/s [10/26 03:25:11] ppdet.engine INFO: Epoch: [200] [480/610] learning_rate: 0.073932 loss_vfl: 0.800573 loss_bbox: 0.282344 loss_dfl: 0.190108 loss: 1.256183 eta: 1 day, 9:06:46 batch_cost: 2.0470 data_cost: 0.0010 ips: 23.4484 images/s [10/26 03:25:55] ppdet.engine INFO: Epoch: [200] [500/610] learning_rate: 0.073888 loss_vfl: 0.798951 loss_bbox: 0.261306 loss_dfl: 0.179142 loss: 1.247490 eta: 1 day, 9:06:06 batch_cost: 1.9578 data_cost: 0.0011 ips: 24.5175 images/s [10/26 03:26:39] ppdet.engine INFO: Epoch: [200] [520/610] learning_rate: 0.073843 loss_vfl: 0.811908 loss_bbox: 0.277340 loss_dfl: 0.184223 loss: 1.289826 eta: 1 day, 9:05:27 batch_cost: 2.0169 data_cost: 0.0010 ips: 23.7988 images/s [10/26 03:27:24] ppdet.engine INFO: Epoch: [200] [540/610] learning_rate: 0.073799 loss_vfl: 0.816731 loss_bbox: 0.268343 loss_dfl: 0.181049 loss: 1.301546 eta: 1 day, 9:04:49 batch_cost: 2.0255 data_cost: 0.0011 ips: 23.6980 images/s [10/26 03:28:08] ppdet.engine INFO: Epoch: [200] [560/610] learning_rate: 0.073755 loss_vfl: 0.801812 loss_bbox: 0.276647 loss_dfl: 0.183192 loss: 1.266221 eta: 1 day, 9:04:10 batch_cost: 2.0333 data_cost: 0.0011 ips: 23.6072 images/s [10/26 03:28:52] ppdet.engine INFO: Epoch: [200] [580/610] learning_rate: 0.073710 loss_vfl: 0.783115 loss_bbox: 0.270652 loss_dfl: 0.185397 loss: 1.266197 eta: 1 day, 9:03:31 batch_cost: 1.9818 data_cost: 0.0011 ips: 24.2204 images/s [10/26 03:29:35] ppdet.engine INFO: Epoch: [200] [600/610] learning_rate: 0.073666 loss_vfl: 0.770903 loss_bbox: 0.286290 loss_dfl: 0.179314 loss: 1.265376 eta: 1 day, 9:02:51 batch_cost: 1.9221 data_cost: 0.0012 ips: 24.9724 images/s [10/26 03:30:09] ppdet.engine INFO: Epoch: [201] [ 0/610] learning_rate: 0.073644 loss_vfl: 0.789058 loss_bbox: 0.276303 loss_dfl: 0.176192 loss: 1.253510 eta: 1 day, 9:02:36 batch_cost: 2.3844 data_cost: 0.2270 ips: 20.1307 images/s [10/26 03:30:53] ppdet.engine INFO: Epoch: [201] [ 20/610] learning_rate: 0.073599 loss_vfl: 0.783103 loss_bbox: 0.282814 loss_dfl: 0.193400 loss: 1.277744 eta: 1 day, 9:01:57 batch_cost: 2.0128 data_cost: 0.0015 ips: 23.8478 images/s [10/26 03:31:38] ppdet.engine INFO: Epoch: [201] [ 40/610] learning_rate: 0.073555 loss_vfl: 0.786688 loss_bbox: 0.294285 loss_dfl: 0.195683 loss: 1.269979 eta: 1 day, 9:01:18 batch_cost: 1.9964 data_cost: 0.0016 ips: 24.0433 images/s [10/26 03:32:22] ppdet.engine INFO: Epoch: [201] [ 60/610] learning_rate: 0.073511 loss_vfl: 0.811587 loss_bbox: 0.270388 loss_dfl: 0.185511 loss: 1.274779 eta: 1 day, 9:00:38 batch_cost: 1.9634 data_cost: 0.0013 ips: 24.4475 images/s [10/26 03:33:05] ppdet.engine INFO: Epoch: [201] [ 80/610] learning_rate: 0.073467 loss_vfl: 0.768662 loss_bbox: 0.279142 loss_dfl: 0.193068 loss: 1.255504 eta: 1 day, 8:59:58 batch_cost: 1.9347 data_cost: 0.0013 ips: 24.8100 images/s [10/26 03:33:48] ppdet.engine INFO: Epoch: [201] [100/610] learning_rate: 0.073422 loss_vfl: 0.791896 loss_bbox: 0.294180 loss_dfl: 0.197394 loss: 1.266273 eta: 1 day, 8:59:19 batch_cost: 1.9641 data_cost: 0.0012 ips: 24.4389 images/s [10/26 03:34:31] ppdet.engine INFO: Epoch: [201] [120/610] learning_rate: 0.073378 loss_vfl: 0.804269 loss_bbox: 0.279440 loss_dfl: 0.183947 loss: 1.262775 eta: 1 day, 8:58:39 batch_cost: 1.9321 data_cost: 0.0011 ips: 24.8431 images/s [10/26 03:35:15] ppdet.engine INFO: Epoch: [201] [140/610] learning_rate: 0.073334 loss_vfl: 0.776540 loss_bbox: 0.289453 loss_dfl: 0.189493 loss: 1.259229 eta: 1 day, 8:58:00 batch_cost: 1.9708 data_cost: 0.0011 ips: 24.3558 images/s [10/26 03:35:59] ppdet.engine INFO: Epoch: [201] [160/610] learning_rate: 0.073289 loss_vfl: 0.792273 loss_bbox: 0.272372 loss_dfl: 0.178678 loss: 1.278354 eta: 1 day, 8:57:20 batch_cost: 1.9731 data_cost: 0.0011 ips: 24.3276 images/s [10/26 03:36:41] ppdet.engine INFO: Epoch: [201] [180/610] learning_rate: 0.073245 loss_vfl: 0.771155 loss_bbox: 0.289767 loss_dfl: 0.186819 loss: 1.258310 eta: 1 day, 8:56:41 batch_cost: 1.9182 data_cost: 0.0011 ips: 25.0235 images/s [10/26 03:37:24] ppdet.engine INFO: Epoch: [201] [200/610] learning_rate: 0.073201 loss_vfl: 0.797665 loss_bbox: 0.274797 loss_dfl: 0.183085 loss: 1.270392 eta: 1 day, 8:56:01 batch_cost: 1.9541 data_cost: 0.0011 ips: 24.5639 images/s [10/26 03:38:08] ppdet.engine INFO: Epoch: [201] [220/610] learning_rate: 0.073157 loss_vfl: 0.794204 loss_bbox: 0.288938 loss_dfl: 0.190335 loss: 1.278192 eta: 1 day, 8:55:22 batch_cost: 1.9568 data_cost: 0.0011 ips: 24.5299 images/s [10/26 03:38:51] ppdet.engine INFO: Epoch: [201] [240/610] learning_rate: 0.073112 loss_vfl: 0.788035 loss_bbox: 0.267173 loss_dfl: 0.176349 loss: 1.253024 eta: 1 day, 8:54:42 batch_cost: 1.9258 data_cost: 0.0013 ips: 24.9253 images/s [10/26 03:39:36] ppdet.engine INFO: Epoch: [201] [260/610] learning_rate: 0.073068 loss_vfl: 0.796870 loss_bbox: 0.285676 loss_dfl: 0.188935 loss: 1.251740 eta: 1 day, 8:54:03 batch_cost: 2.0443 data_cost: 0.0011 ips: 23.4799 images/s [10/26 03:40:20] ppdet.engine INFO: Epoch: [201] [280/610] learning_rate: 0.073024 loss_vfl: 0.802737 loss_bbox: 0.269550 loss_dfl: 0.188061 loss: 1.256134 eta: 1 day, 8:53:24 batch_cost: 1.9778 data_cost: 0.0011 ips: 24.2688 images/s [10/26 03:41:04] ppdet.engine INFO: Epoch: [201] [300/610] learning_rate: 0.072980 loss_vfl: 0.774593 loss_bbox: 0.277625 loss_dfl: 0.178852 loss: 1.243744 eta: 1 day, 8:52:45 batch_cost: 2.0162 data_cost: 0.0011 ips: 23.8071 images/s [10/26 03:41:49] ppdet.engine INFO: Epoch: [201] [320/610] learning_rate: 0.072936 loss_vfl: 0.803357 loss_bbox: 0.286793 loss_dfl: 0.188691 loss: 1.257185 eta: 1 day, 8:52:06 batch_cost: 2.0393 data_cost: 0.0011 ips: 23.5379 images/s [10/26 03:42:32] ppdet.engine INFO: Epoch: [201] [340/610] learning_rate: 0.072891 loss_vfl: 0.784158 loss_bbox: 0.269221 loss_dfl: 0.179596 loss: 1.237330 eta: 1 day, 8:51:27 batch_cost: 1.9588 data_cost: 0.0011 ips: 24.5053 images/s [10/26 03:43:17] ppdet.engine INFO: Epoch: [201] [360/610] learning_rate: 0.072847 loss_vfl: 0.792366 loss_bbox: 0.285344 loss_dfl: 0.190057 loss: 1.270693 eta: 1 day, 8:50:48 batch_cost: 2.0368 data_cost: 0.0013 ips: 23.5665 images/s [10/26 03:44:01] ppdet.engine INFO: Epoch: [201] [380/610] learning_rate: 0.072803 loss_vfl: 0.783277 loss_bbox: 0.283831 loss_dfl: 0.191873 loss: 1.270347 eta: 1 day, 8:50:08 batch_cost: 1.9707 data_cost: 0.0011 ips: 24.3573 images/s [10/26 03:44:45] ppdet.engine INFO: Epoch: [201] [400/610] learning_rate: 0.072759 loss_vfl: 0.809067 loss_bbox: 0.259579 loss_dfl: 0.175852 loss: 1.272990 eta: 1 day, 8:49:29 batch_cost: 1.9751 data_cost: 0.0011 ips: 24.3023 images/s [10/26 03:45:29] ppdet.engine INFO: Epoch: [201] [420/610] learning_rate: 0.072715 loss_vfl: 0.783275 loss_bbox: 0.278825 loss_dfl: 0.185120 loss: 1.262817 eta: 1 day, 8:48:50 batch_cost: 1.9937 data_cost: 0.0013 ips: 24.0759 images/s [10/26 03:46:14] ppdet.engine INFO: Epoch: [201] [440/610] learning_rate: 0.072671 loss_vfl: 0.767254 loss_bbox: 0.270298 loss_dfl: 0.187343 loss: 1.229595 eta: 1 day, 8:48:11 batch_cost: 2.0288 data_cost: 0.0017 ips: 23.6597 images/s [10/26 03:46:58] ppdet.engine INFO: Epoch: [201] [460/610] learning_rate: 0.072627 loss_vfl: 0.807832 loss_bbox: 0.268181 loss_dfl: 0.187823 loss: 1.269302 eta: 1 day, 8:47:32 batch_cost: 1.9819 data_cost: 0.0011 ips: 24.2197 images/s [10/26 03:47:42] ppdet.engine INFO: Epoch: [201] [480/610] learning_rate: 0.072582 loss_vfl: 0.792174 loss_bbox: 0.253803 loss_dfl: 0.176899 loss: 1.240253 eta: 1 day, 8:46:53 batch_cost: 1.9802 data_cost: 0.0011 ips: 24.2406 images/s [10/26 03:48:26] ppdet.engine INFO: Epoch: [201] [500/610] learning_rate: 0.072538 loss_vfl: 0.800368 loss_bbox: 0.284832 loss_dfl: 0.192803 loss: 1.292840 eta: 1 day, 8:46:13 batch_cost: 1.9962 data_cost: 0.0011 ips: 24.0462 images/s [10/26 03:49:09] ppdet.engine INFO: Epoch: [201] [520/610] learning_rate: 0.072494 loss_vfl: 0.791163 loss_bbox: 0.287636 loss_dfl: 0.185390 loss: 1.254969 eta: 1 day, 8:45:34 batch_cost: 1.9589 data_cost: 0.0010 ips: 24.5037 images/s [10/26 03:49:54] ppdet.engine INFO: Epoch: [201] [540/610] learning_rate: 0.072450 loss_vfl: 0.795077 loss_bbox: 0.274140 loss_dfl: 0.186116 loss: 1.269836 eta: 1 day, 8:44:55 batch_cost: 2.0034 data_cost: 0.0012 ips: 23.9593 images/s [10/26 03:50:38] ppdet.engine INFO: Epoch: [201] [560/610] learning_rate: 0.072406 loss_vfl: 0.796924 loss_bbox: 0.271718 loss_dfl: 0.185016 loss: 1.268651 eta: 1 day, 8:44:16 batch_cost: 2.0054 data_cost: 0.0011 ips: 23.9357 images/s [10/26 03:51:22] ppdet.engine INFO: Epoch: [201] [580/610] learning_rate: 0.072362 loss_vfl: 0.782086 loss_bbox: 0.276302 loss_dfl: 0.193925 loss: 1.266381 eta: 1 day, 8:43:37 batch_cost: 2.0070 data_cost: 0.0017 ips: 23.9164 images/s [10/26 03:52:05] ppdet.engine INFO: Epoch: [201] [600/610] learning_rate: 0.072318 loss_vfl: 0.792076 loss_bbox: 0.297822 loss_dfl: 0.195882 loss: 1.292153 eta: 1 day, 8:42:57 batch_cost: 1.9637 data_cost: 0.0011 ips: 24.4441 images/s [10/26 03:52:38] ppdet.engine INFO: Epoch: [202] [ 0/610] learning_rate: 0.072296 loss_vfl: 0.807997 loss_bbox: 0.272689 loss_dfl: 0.188546 loss: 1.290797 eta: 1 day, 8:42:42 batch_cost: 2.3408 data_cost: 0.1966 ips: 20.5059 images/s [10/26 03:53:23] ppdet.engine INFO: Epoch: [202] [ 20/610] learning_rate: 0.072252 loss_vfl: 0.788374 loss_bbox: 0.261813 loss_dfl: 0.173843 loss: 1.249523 eta: 1 day, 8:42:02 batch_cost: 2.0054 data_cost: 0.0011 ips: 23.9350 images/s [10/26 03:54:07] ppdet.engine INFO: Epoch: [202] [ 40/610] learning_rate: 0.072208 loss_vfl: 0.782077 loss_bbox: 0.270207 loss_dfl: 0.181023 loss: 1.237137 eta: 1 day, 8:41:24 batch_cost: 2.0198 data_cost: 0.0011 ips: 23.7649 images/s [10/26 03:54:52] ppdet.engine INFO: Epoch: [202] [ 60/610] learning_rate: 0.072164 loss_vfl: 0.767416 loss_bbox: 0.264477 loss_dfl: 0.183026 loss: 1.229017 eta: 1 day, 8:40:45 batch_cost: 2.0246 data_cost: 0.0011 ips: 23.7086 images/s [10/26 03:55:36] ppdet.engine INFO: Epoch: [202] [ 80/610] learning_rate: 0.072120 loss_vfl: 0.790934 loss_bbox: 0.286955 loss_dfl: 0.194203 loss: 1.280052 eta: 1 day, 8:40:06 batch_cost: 2.0115 data_cost: 0.0011 ips: 23.8624 images/s [10/26 03:56:21] ppdet.engine INFO: Epoch: [202] [100/610] learning_rate: 0.072076 loss_vfl: 0.786867 loss_bbox: 0.281726 loss_dfl: 0.183829 loss: 1.243149 eta: 1 day, 8:39:26 batch_cost: 1.9834 data_cost: 0.0012 ips: 24.2015 images/s [10/26 03:57:05] ppdet.engine INFO: Epoch: [202] [120/610] learning_rate: 0.072032 loss_vfl: 0.782484 loss_bbox: 0.260818 loss_dfl: 0.173655 loss: 1.245532 eta: 1 day, 8:38:47 batch_cost: 2.0092 data_cost: 0.0017 ips: 23.8897 images/s [10/26 03:57:49] ppdet.engine INFO: Epoch: [202] [140/610] learning_rate: 0.071988 loss_vfl: 0.780013 loss_bbox: 0.291718 loss_dfl: 0.185451 loss: 1.242321 eta: 1 day, 8:38:08 batch_cost: 1.9735 data_cost: 0.0011 ips: 24.3217 images/s [10/26 03:58:34] ppdet.engine INFO: Epoch: [202] [160/610] learning_rate: 0.071944 loss_vfl: 0.778251 loss_bbox: 0.265860 loss_dfl: 0.175894 loss: 1.220064 eta: 1 day, 8:37:29 batch_cost: 2.0267 data_cost: 0.0011 ips: 23.6839 images/s [10/26 03:59:18] ppdet.engine INFO: Epoch: [202] [180/610] learning_rate: 0.071900 loss_vfl: 0.778862 loss_bbox: 0.278454 loss_dfl: 0.180780 loss: 1.246019 eta: 1 day, 8:36:50 batch_cost: 2.0014 data_cost: 0.0011 ips: 23.9836 images/s [10/26 04:00:02] ppdet.engine INFO: Epoch: [202] [200/610] learning_rate: 0.071856 loss_vfl: 0.781562 loss_bbox: 0.277118 loss_dfl: 0.182478 loss: 1.248423 eta: 1 day, 8:36:11 batch_cost: 1.9608 data_cost: 0.0011 ips: 24.4799 images/s [10/26 04:00:45] ppdet.engine INFO: Epoch: [202] [220/610] learning_rate: 0.071812 loss_vfl: 0.789587 loss_bbox: 0.266205 loss_dfl: 0.185583 loss: 1.242955 eta: 1 day, 8:35:31 batch_cost: 1.9295 data_cost: 0.0011 ips: 24.8771 images/s [10/26 04:01:28] ppdet.engine INFO: Epoch: [202] [240/610] learning_rate: 0.071768 loss_vfl: 0.795819 loss_bbox: 0.290029 loss_dfl: 0.191119 loss: 1.248985 eta: 1 day, 8:34:52 batch_cost: 1.9780 data_cost: 0.0012 ips: 24.2673 images/s [10/26 04:02:12] ppdet.engine INFO: Epoch: [202] [260/610] learning_rate: 0.071724 loss_vfl: 0.774565 loss_bbox: 0.265878 loss_dfl: 0.176916 loss: 1.211252 eta: 1 day, 8:34:12 batch_cost: 1.9906 data_cost: 0.0011 ips: 24.1132 images/s [10/26 04:02:57] ppdet.engine INFO: Epoch: [202] [280/610] learning_rate: 0.071680 loss_vfl: 0.795800 loss_bbox: 0.288562 loss_dfl: 0.194793 loss: 1.282661 eta: 1 day, 8:33:34 batch_cost: 2.0554 data_cost: 0.0011 ips: 23.3529 images/s [10/26 04:03:41] ppdet.engine INFO: Epoch: [202] [300/610] learning_rate: 0.071636 loss_vfl: 0.801741 loss_bbox: 0.273245 loss_dfl: 0.190663 loss: 1.267165 eta: 1 day, 8:32:55 batch_cost: 2.0191 data_cost: 0.0015 ips: 23.7733 images/s [10/26 04:04:25] ppdet.engine INFO: Epoch: [202] [320/610] learning_rate: 0.071592 loss_vfl: 0.775679 loss_bbox: 0.266489 loss_dfl: 0.180665 loss: 1.229212 eta: 1 day, 8:32:15 batch_cost: 1.9611 data_cost: 0.0012 ips: 24.4765 images/s [10/26 04:05:09] ppdet.engine INFO: Epoch: [202] [340/610] learning_rate: 0.071548 loss_vfl: 0.788769 loss_bbox: 0.264873 loss_dfl: 0.181264 loss: 1.224996 eta: 1 day, 8:31:36 batch_cost: 2.0267 data_cost: 0.0011 ips: 23.6835 images/s [10/26 04:05:52] ppdet.engine INFO: Epoch: [202] [360/610] learning_rate: 0.071504 loss_vfl: 0.783823 loss_bbox: 0.272842 loss_dfl: 0.180487 loss: 1.262224 eta: 1 day, 8:30:57 batch_cost: 1.9837 data_cost: 0.0011 ips: 24.1975 images/s [10/26 04:06:36] ppdet.engine INFO: Epoch: [202] [380/610] learning_rate: 0.071461 loss_vfl: 0.785118 loss_bbox: 0.267055 loss_dfl: 0.180656 loss: 1.239455 eta: 1 day, 8:30:18 batch_cost: 1.9464 data_cost: 0.0011 ips: 24.6610 images/s [10/26 04:07:20] ppdet.engine INFO: Epoch: [202] [400/610] learning_rate: 0.071417 loss_vfl: 0.780905 loss_bbox: 0.289552 loss_dfl: 0.191051 loss: 1.270532 eta: 1 day, 8:29:38 batch_cost: 1.9967 data_cost: 0.0011 ips: 24.0396 images/s [10/26 04:08:03] ppdet.engine INFO: Epoch: [202] [420/610] learning_rate: 0.071373 loss_vfl: 0.795427 loss_bbox: 0.276630 loss_dfl: 0.190360 loss: 1.242013 eta: 1 day, 8:28:59 batch_cost: 2.0143 data_cost: 0.0011 ips: 23.8291 images/s [10/26 04:08:47] ppdet.engine INFO: Epoch: [202] [440/610] learning_rate: 0.071329 loss_vfl: 0.790769 loss_bbox: 0.275338 loss_dfl: 0.189556 loss: 1.258643 eta: 1 day, 8:28:20 batch_cost: 1.9879 data_cost: 0.0011 ips: 24.1460 images/s [10/26 04:09:31] ppdet.engine INFO: Epoch: [202] [460/610] learning_rate: 0.071285 loss_vfl: 0.782483 loss_bbox: 0.250110 loss_dfl: 0.174741 loss: 1.221878 eta: 1 day, 8:27:41 batch_cost: 1.9420 data_cost: 0.0011 ips: 24.7167 images/s [10/26 04:10:14] ppdet.engine INFO: Epoch: [202] [480/610] learning_rate: 0.071241 loss_vfl: 0.780429 loss_bbox: 0.274271 loss_dfl: 0.181013 loss: 1.221221 eta: 1 day, 8:27:01 batch_cost: 1.9546 data_cost: 0.0011 ips: 24.5574 images/s [10/26 04:10:58] ppdet.engine INFO: Epoch: [202] [500/610] learning_rate: 0.071198 loss_vfl: 0.798951 loss_bbox: 0.274380 loss_dfl: 0.183611 loss: 1.262507 eta: 1 day, 8:26:22 batch_cost: 1.9789 data_cost: 0.0010 ips: 24.2557 images/s [10/26 04:11:42] ppdet.engine INFO: Epoch: [202] [520/610] learning_rate: 0.071154 loss_vfl: 0.792471 loss_bbox: 0.279957 loss_dfl: 0.184426 loss: 1.249987 eta: 1 day, 8:25:43 batch_cost: 2.0204 data_cost: 0.0011 ips: 23.7572 images/s [10/26 04:12:26] ppdet.engine INFO: Epoch: [202] [540/610] learning_rate: 0.071110 loss_vfl: 0.800163 loss_bbox: 0.273600 loss_dfl: 0.185498 loss: 1.247855 eta: 1 day, 8:25:03 batch_cost: 1.9816 data_cost: 0.0037 ips: 24.2231 images/s [10/26 04:13:10] ppdet.engine INFO: Epoch: [202] [560/610] learning_rate: 0.071066 loss_vfl: 0.792075 loss_bbox: 0.267555 loss_dfl: 0.185481 loss: 1.259581 eta: 1 day, 8:24:24 batch_cost: 1.9521 data_cost: 0.0036 ips: 24.5887 images/s [10/26 04:13:55] ppdet.engine INFO: Epoch: [202] [580/610] learning_rate: 0.071022 loss_vfl: 0.790670 loss_bbox: 0.277743 loss_dfl: 0.188004 loss: 1.262800 eta: 1 day, 8:23:45 batch_cost: 2.0229 data_cost: 0.0011 ips: 23.7284 images/s [10/26 04:14:36] ppdet.engine INFO: Epoch: [202] [600/610] learning_rate: 0.070979 loss_vfl: 0.800225 loss_bbox: 0.281849 loss_dfl: 0.193446 loss: 1.263420 eta: 1 day, 8:23:05 batch_cost: 1.8783 data_cost: 0.0011 ips: 25.5545 images/s [10/26 04:15:11] ppdet.engine INFO: Epoch: [203] [ 0/610] learning_rate: 0.070957 loss_vfl: 0.805265 loss_bbox: 0.293615 loss_dfl: 0.195895 loss: 1.289361 eta: 1 day, 8:22:50 batch_cost: 2.3458 data_cost: 0.2521 ips: 20.4621 images/s [10/26 04:15:56] ppdet.engine INFO: Epoch: [203] [ 20/610] learning_rate: 0.070913 loss_vfl: 0.778394 loss_bbox: 0.269276 loss_dfl: 0.182252 loss: 1.233653 eta: 1 day, 8:22:11 batch_cost: 2.0232 data_cost: 0.0012 ips: 23.7250 images/s [10/26 04:16:41] ppdet.engine INFO: Epoch: [203] [ 40/610] learning_rate: 0.070869 loss_vfl: 0.796999 loss_bbox: 0.285905 loss_dfl: 0.195790 loss: 1.253276 eta: 1 day, 8:21:32 batch_cost: 2.0576 data_cost: 0.0011 ips: 23.3285 images/s [10/26 04:17:26] ppdet.engine INFO: Epoch: [203] [ 60/610] learning_rate: 0.070825 loss_vfl: 0.779494 loss_bbox: 0.261554 loss_dfl: 0.179642 loss: 1.244440 eta: 1 day, 8:20:53 batch_cost: 2.0400 data_cost: 0.0011 ips: 23.5298 images/s [10/26 04:18:11] ppdet.engine INFO: Epoch: [203] [ 80/610] learning_rate: 0.070782 loss_vfl: 0.802737 loss_bbox: 0.279437 loss_dfl: 0.181006 loss: 1.274410 eta: 1 day, 8:20:15 batch_cost: 2.0417 data_cost: 0.0011 ips: 23.5097 images/s [10/26 04:18:55] ppdet.engine INFO: Epoch: [203] [100/610] learning_rate: 0.070738 loss_vfl: 0.781905 loss_bbox: 0.287222 loss_dfl: 0.185334 loss: 1.254187 eta: 1 day, 8:19:35 batch_cost: 1.9671 data_cost: 0.0011 ips: 24.4017 images/s [10/26 04:19:40] ppdet.engine INFO: Epoch: [203] [120/610] learning_rate: 0.070694 loss_vfl: 0.799845 loss_bbox: 0.274964 loss_dfl: 0.186496 loss: 1.267669 eta: 1 day, 8:18:56 batch_cost: 2.0415 data_cost: 0.0013 ips: 23.5118 images/s [10/26 04:20:25] ppdet.engine INFO: Epoch: [203] [140/610] learning_rate: 0.070650 loss_vfl: 0.796062 loss_bbox: 0.267283 loss_dfl: 0.185664 loss: 1.260007 eta: 1 day, 8:18:17 batch_cost: 2.0148 data_cost: 0.0011 ips: 23.8236 images/s [10/26 04:21:09] ppdet.engine INFO: Epoch: [203] [160/610] learning_rate: 0.070607 loss_vfl: 0.791488 loss_bbox: 0.272364 loss_dfl: 0.184437 loss: 1.255193 eta: 1 day, 8:17:38 batch_cost: 1.9941 data_cost: 0.0011 ips: 24.0710 images/s [10/26 04:21:54] ppdet.engine INFO: Epoch: [203] [180/610] learning_rate: 0.070563 loss_vfl: 0.763872 loss_bbox: 0.276441 loss_dfl: 0.184404 loss: 1.245939 eta: 1 day, 8:16:59 batch_cost: 2.0021 data_cost: 0.0011 ips: 23.9750 images/s [10/26 04:22:38] ppdet.engine INFO: Epoch: [203] [200/610] learning_rate: 0.070519 loss_vfl: 0.798306 loss_bbox: 0.277010 loss_dfl: 0.189095 loss: 1.279012 eta: 1 day, 8:16:20 batch_cost: 2.0221 data_cost: 0.0011 ips: 23.7382 images/s [10/26 04:23:22] ppdet.engine INFO: Epoch: [203] [220/610] learning_rate: 0.070476 loss_vfl: 0.788799 loss_bbox: 0.266897 loss_dfl: 0.184804 loss: 1.248984 eta: 1 day, 8:15:41 batch_cost: 2.0338 data_cost: 0.0011 ips: 23.6013 images/s [10/26 04:24:07] ppdet.engine INFO: Epoch: [203] [240/610] learning_rate: 0.070432 loss_vfl: 0.774547 loss_bbox: 0.278988 loss_dfl: 0.191163 loss: 1.240536 eta: 1 day, 8:15:02 batch_cost: 1.9971 data_cost: 0.0011 ips: 24.0344 images/s [10/26 04:24:51] ppdet.engine INFO: Epoch: [203] [260/610] learning_rate: 0.070388 loss_vfl: 0.797770 loss_bbox: 0.260731 loss_dfl: 0.178701 loss: 1.217091 eta: 1 day, 8:14:23 batch_cost: 2.0148 data_cost: 0.0011 ips: 23.8233 images/s [10/26 04:25:35] ppdet.engine INFO: Epoch: [203] [280/610] learning_rate: 0.070345 loss_vfl: 0.788502 loss_bbox: 0.283538 loss_dfl: 0.192711 loss: 1.257424 eta: 1 day, 8:13:44 batch_cost: 2.0022 data_cost: 0.0015 ips: 23.9735 images/s [10/26 04:26:19] ppdet.engine INFO: Epoch: [203] [300/610] learning_rate: 0.070301 loss_vfl: 0.791013 loss_bbox: 0.286533 loss_dfl: 0.191390 loss: 1.270639 eta: 1 day, 8:13:05 batch_cost: 1.9741 data_cost: 0.0011 ips: 24.3144 images/s [10/26 04:27:04] ppdet.engine INFO: Epoch: [203] [320/610] learning_rate: 0.070257 loss_vfl: 0.767356 loss_bbox: 0.270957 loss_dfl: 0.184063 loss: 1.233501 eta: 1 day, 8:12:26 batch_cost: 2.0417 data_cost: 0.0011 ips: 23.5096 images/s [10/26 04:27:49] ppdet.engine INFO: Epoch: [203] [340/610] learning_rate: 0.070214 loss_vfl: 0.801188 loss_bbox: 0.285845 loss_dfl: 0.186539 loss: 1.280962 eta: 1 day, 8:11:47 batch_cost: 2.0337 data_cost: 0.0011 ips: 23.6020 images/s [10/26 04:28:33] ppdet.engine INFO: Epoch: [203] [360/610] learning_rate: 0.070170 loss_vfl: 0.800132 loss_bbox: 0.272747 loss_dfl: 0.183719 loss: 1.253063 eta: 1 day, 8:11:09 batch_cost: 2.0371 data_cost: 0.0011 ips: 23.5634 images/s [10/26 04:29:18] ppdet.engine INFO: Epoch: [203] [380/610] learning_rate: 0.070127 loss_vfl: 0.803222 loss_bbox: 0.269302 loss_dfl: 0.178190 loss: 1.235637 eta: 1 day, 8:10:30 batch_cost: 2.0246 data_cost: 0.0011 ips: 23.7078 images/s [10/26 04:30:00] ppdet.engine INFO: Epoch: [203] [400/610] learning_rate: 0.070083 loss_vfl: 0.808613 loss_bbox: 0.270709 loss_dfl: 0.186324 loss: 1.271545 eta: 1 day, 8:09:50 batch_cost: 1.9301 data_cost: 0.0011 ips: 24.8687 images/s [10/26 04:30:44] ppdet.engine INFO: Epoch: [203] [420/610] learning_rate: 0.070040 loss_vfl: 0.769641 loss_bbox: 0.273976 loss_dfl: 0.186710 loss: 1.225676 eta: 1 day, 8:09:11 batch_cost: 2.0211 data_cost: 0.0011 ips: 23.7489 images/s [10/26 04:31:28] ppdet.engine INFO: Epoch: [203] [440/610] learning_rate: 0.069996 loss_vfl: 0.790208 loss_bbox: 0.301946 loss_dfl: 0.192513 loss: 1.274076 eta: 1 day, 8:08:32 batch_cost: 1.9606 data_cost: 0.0011 ips: 24.4827 images/s [10/26 04:32:12] ppdet.engine INFO: Epoch: [203] [460/610] learning_rate: 0.069952 loss_vfl: 0.787139 loss_bbox: 0.263695 loss_dfl: 0.182750 loss: 1.234308 eta: 1 day, 8:07:52 batch_cost: 1.9914 data_cost: 0.0012 ips: 24.1030 images/s [10/26 04:32:56] ppdet.engine INFO: Epoch: [203] [480/610] learning_rate: 0.069909 loss_vfl: 0.802942 loss_bbox: 0.283981 loss_dfl: 0.192058 loss: 1.268028 eta: 1 day, 8:07:14 batch_cost: 2.0352 data_cost: 0.0012 ips: 23.5847 images/s [10/26 04:33:40] ppdet.engine INFO: Epoch: [203] [500/610] learning_rate: 0.069865 loss_vfl: 0.787528 loss_bbox: 0.287125 loss_dfl: 0.190064 loss: 1.255006 eta: 1 day, 8:06:34 batch_cost: 2.0001 data_cost: 0.0011 ips: 23.9990 images/s [10/26 04:34:24] ppdet.engine INFO: Epoch: [203] [520/610] learning_rate: 0.069822 loss_vfl: 0.783441 loss_bbox: 0.279987 loss_dfl: 0.184711 loss: 1.250003 eta: 1 day, 8:05:55 batch_cost: 1.9725 data_cost: 0.0011 ips: 24.3349 images/s [10/26 04:35:08] ppdet.engine INFO: Epoch: [203] [540/610] learning_rate: 0.069778 loss_vfl: 0.797649 loss_bbox: 0.275384 loss_dfl: 0.182488 loss: 1.266024 eta: 1 day, 8:05:16 batch_cost: 1.9627 data_cost: 0.0011 ips: 24.4555 images/s [10/26 04:35:51] ppdet.engine INFO: Epoch: [203] [560/610] learning_rate: 0.069735 loss_vfl: 0.781867 loss_bbox: 0.266036 loss_dfl: 0.180413 loss: 1.245296 eta: 1 day, 8:04:36 batch_cost: 1.9751 data_cost: 0.0011 ips: 24.3025 images/s [10/26 04:36:36] ppdet.engine INFO: Epoch: [203] [580/610] learning_rate: 0.069691 loss_vfl: 0.796478 loss_bbox: 0.275653 loss_dfl: 0.186089 loss: 1.273863 eta: 1 day, 8:03:57 batch_cost: 2.0067 data_cost: 0.0011 ips: 23.9194 images/s [10/26 04:37:18] ppdet.engine INFO: Epoch: [203] [600/610] learning_rate: 0.069648 loss_vfl: 0.798174 loss_bbox: 0.282037 loss_dfl: 0.186319 loss: 1.255213 eta: 1 day, 8:03:17 batch_cost: 1.8998 data_cost: 0.0011 ips: 25.2662 images/s [10/26 04:37:52] ppdet.engine INFO: Epoch: [204] [ 0/610] learning_rate: 0.069626 loss_vfl: 0.793158 loss_bbox: 0.279486 loss_dfl: 0.186221 loss: 1.266901 eta: 1 day, 8:03:02 batch_cost: 2.3785 data_cost: 0.1819 ips: 20.1809 images/s [10/26 04:38:37] ppdet.engine INFO: Epoch: [204] [ 20/610] learning_rate: 0.069583 loss_vfl: 0.772220 loss_bbox: 0.273912 loss_dfl: 0.184162 loss: 1.232490 eta: 1 day, 8:02:23 batch_cost: 2.0159 data_cost: 0.0015 ips: 23.8106 images/s [10/26 04:39:21] ppdet.engine INFO: Epoch: [204] [ 40/610] learning_rate: 0.069539 loss_vfl: 0.804076 loss_bbox: 0.278717 loss_dfl: 0.186629 loss: 1.274747 eta: 1 day, 8:01:44 batch_cost: 2.0233 data_cost: 0.0014 ips: 23.7242 images/s [10/26 04:40:06] ppdet.engine INFO: Epoch: [204] [ 60/610] learning_rate: 0.069496 loss_vfl: 0.769726 loss_bbox: 0.298604 loss_dfl: 0.194562 loss: 1.277572 eta: 1 day, 8:01:05 batch_cost: 1.9945 data_cost: 0.0014 ips: 24.0662 images/s [10/26 04:40:50] ppdet.engine INFO: Epoch: [204] [ 80/610] learning_rate: 0.069452 loss_vfl: 0.777631 loss_bbox: 0.285528 loss_dfl: 0.190845 loss: 1.255744 eta: 1 day, 8:00:26 batch_cost: 1.9977 data_cost: 0.0012 ips: 24.0273 images/s [10/26 04:41:34] ppdet.engine INFO: Epoch: [204] [100/610] learning_rate: 0.069409 loss_vfl: 0.791444 loss_bbox: 0.271462 loss_dfl: 0.178399 loss: 1.252626 eta: 1 day, 7:59:47 batch_cost: 2.0076 data_cost: 0.0011 ips: 23.9087 images/s [10/26 04:42:18] ppdet.engine INFO: Epoch: [204] [120/610] learning_rate: 0.069365 loss_vfl: 0.772109 loss_bbox: 0.268735 loss_dfl: 0.182497 loss: 1.220690 eta: 1 day, 7:59:08 batch_cost: 2.0095 data_cost: 0.0011 ips: 23.8867 images/s [10/26 04:43:02] ppdet.engine INFO: Epoch: [204] [140/610] learning_rate: 0.069322 loss_vfl: 0.775679 loss_bbox: 0.267882 loss_dfl: 0.178985 loss: 1.237095 eta: 1 day, 7:58:28 batch_cost: 1.9603 data_cost: 0.0011 ips: 24.4864 images/s [10/26 04:43:45] ppdet.engine INFO: Epoch: [204] [160/610] learning_rate: 0.069278 loss_vfl: 0.775346 loss_bbox: 0.275848 loss_dfl: 0.190653 loss: 1.243748 eta: 1 day, 7:57:48 batch_cost: 1.9469 data_cost: 0.0011 ips: 24.6550 images/s [10/26 04:44:29] ppdet.engine INFO: Epoch: [204] [180/610] learning_rate: 0.069235 loss_vfl: 0.786353 loss_bbox: 0.263870 loss_dfl: 0.185575 loss: 1.244247 eta: 1 day, 7:57:09 batch_cost: 1.9737 data_cost: 0.0012 ips: 24.3197 images/s [10/26 04:45:13] ppdet.engine INFO: Epoch: [204] [200/610] learning_rate: 0.069192 loss_vfl: 0.780197 loss_bbox: 0.274745 loss_dfl: 0.186039 loss: 1.252768 eta: 1 day, 7:56:30 batch_cost: 1.9640 data_cost: 0.0011 ips: 24.4397 images/s [10/26 04:45:57] ppdet.engine INFO: Epoch: [204] [220/610] learning_rate: 0.069148 loss_vfl: 0.803270 loss_bbox: 0.268968 loss_dfl: 0.184414 loss: 1.252122 eta: 1 day, 7:55:51 batch_cost: 2.0442 data_cost: 0.0018 ips: 23.4813 images/s [10/26 04:46:42] ppdet.engine INFO: Epoch: [204] [240/610] learning_rate: 0.069105 loss_vfl: 0.796458 loss_bbox: 0.285877 loss_dfl: 0.190401 loss: 1.284446 eta: 1 day, 7:55:12 batch_cost: 2.0428 data_cost: 0.0011 ips: 23.4967 images/s [10/26 04:47:25] ppdet.engine INFO: Epoch: [204] [260/610] learning_rate: 0.069061 loss_vfl: 0.805310 loss_bbox: 0.285128 loss_dfl: 0.199142 loss: 1.274565 eta: 1 day, 7:54:32 batch_cost: 1.9394 data_cost: 0.0011 ips: 24.7495 images/s [10/26 04:48:09] ppdet.engine INFO: Epoch: [204] [280/610] learning_rate: 0.069018 loss_vfl: 0.801981 loss_bbox: 0.265264 loss_dfl: 0.183881 loss: 1.267318 eta: 1 day, 7:53:53 batch_cost: 1.9581 data_cost: 0.0048 ips: 24.5132 images/s [10/26 04:48:52] ppdet.engine INFO: Epoch: [204] [300/610] learning_rate: 0.068975 loss_vfl: 0.808783 loss_bbox: 0.256245 loss_dfl: 0.180055 loss: 1.236772 eta: 1 day, 7:53:13 batch_cost: 1.9577 data_cost: 0.0011 ips: 24.5185 images/s [10/26 04:49:35] ppdet.engine INFO: Epoch: [204] [320/610] learning_rate: 0.068931 loss_vfl: 0.806051 loss_bbox: 0.295754 loss_dfl: 0.189389 loss: 1.273686 eta: 1 day, 7:52:34 batch_cost: 1.9297 data_cost: 0.0011 ips: 24.8749 images/s [10/26 04:50:19] ppdet.engine INFO: Epoch: [204] [340/610] learning_rate: 0.068888 loss_vfl: 0.793221 loss_bbox: 0.295444 loss_dfl: 0.190858 loss: 1.252617 eta: 1 day, 7:51:54 batch_cost: 1.9900 data_cost: 0.0010 ips: 24.1205 images/s [10/26 04:51:03] ppdet.engine INFO: Epoch: [204] [360/610] learning_rate: 0.068845 loss_vfl: 0.781303 loss_bbox: 0.279745 loss_dfl: 0.193415 loss: 1.266966 eta: 1 day, 7:51:15 batch_cost: 1.9832 data_cost: 0.0013 ips: 24.2034 images/s [10/26 04:51:47] ppdet.engine INFO: Epoch: [204] [380/610] learning_rate: 0.068801 loss_vfl: 0.807607 loss_bbox: 0.273386 loss_dfl: 0.180926 loss: 1.258833 eta: 1 day, 7:50:36 batch_cost: 1.9653 data_cost: 0.0011 ips: 24.4232 images/s [10/26 04:52:31] ppdet.engine INFO: Epoch: [204] [400/610] learning_rate: 0.068758 loss_vfl: 0.799343 loss_bbox: 0.296595 loss_dfl: 0.194725 loss: 1.290347 eta: 1 day, 7:49:56 batch_cost: 1.9959 data_cost: 0.0011 ips: 24.0492 images/s [10/26 04:53:14] ppdet.engine INFO: Epoch: [204] [420/610] learning_rate: 0.068715 loss_vfl: 0.795544 loss_bbox: 0.271127 loss_dfl: 0.186950 loss: 1.264784 eta: 1 day, 7:49:17 batch_cost: 1.9657 data_cost: 0.0022 ips: 24.4192 images/s [10/26 04:53:59] ppdet.engine INFO: Epoch: [204] [440/610] learning_rate: 0.068672 loss_vfl: 0.805283 loss_bbox: 0.274545 loss_dfl: 0.178619 loss: 1.278824 eta: 1 day, 7:48:38 batch_cost: 2.0048 data_cost: 0.0011 ips: 23.9427 images/s [10/26 04:54:43] ppdet.engine INFO: Epoch: [204] [460/610] learning_rate: 0.068628 loss_vfl: 0.795513 loss_bbox: 0.265690 loss_dfl: 0.182348 loss: 1.244096 eta: 1 day, 7:47:59 batch_cost: 1.9670 data_cost: 0.0011 ips: 24.4023 images/s [10/26 04:55:26] ppdet.engine INFO: Epoch: [204] [480/610] learning_rate: 0.068585 loss_vfl: 0.783827 loss_bbox: 0.303033 loss_dfl: 0.196347 loss: 1.274615 eta: 1 day, 7:47:19 batch_cost: 1.9369 data_cost: 0.0011 ips: 24.7824 images/s [10/26 04:56:09] ppdet.engine INFO: Epoch: [204] [500/610] learning_rate: 0.068542 loss_vfl: 0.789564 loss_bbox: 0.267274 loss_dfl: 0.172203 loss: 1.227068 eta: 1 day, 7:46:39 batch_cost: 1.9825 data_cost: 0.0011 ips: 24.2120 images/s [10/26 04:56:52] ppdet.engine INFO: Epoch: [204] [520/610] learning_rate: 0.068499 loss_vfl: 0.784413 loss_bbox: 0.288869 loss_dfl: 0.184894 loss: 1.268254 eta: 1 day, 7:46:00 batch_cost: 1.9192 data_cost: 0.0011 ips: 25.0105 images/s [10/26 04:57:36] ppdet.engine INFO: Epoch: [204] [540/610] learning_rate: 0.068455 loss_vfl: 0.803923 loss_bbox: 0.271147 loss_dfl: 0.182364 loss: 1.247275 eta: 1 day, 7:45:20 batch_cost: 1.9728 data_cost: 0.0011 ips: 24.3309 images/s [10/26 04:58:20] ppdet.engine INFO: Epoch: [204] [560/610] learning_rate: 0.068412 loss_vfl: 0.775641 loss_bbox: 0.269177 loss_dfl: 0.177544 loss: 1.199954 eta: 1 day, 7:44:41 batch_cost: 1.9610 data_cost: 0.0011 ips: 24.4772 images/s [10/26 04:59:04] ppdet.engine INFO: Epoch: [204] [580/610] learning_rate: 0.068369 loss_vfl: 0.792113 loss_bbox: 0.270231 loss_dfl: 0.183739 loss: 1.247854 eta: 1 day, 7:44:01 batch_cost: 1.9740 data_cost: 0.0012 ips: 24.3160 images/s [10/26 04:59:46] ppdet.engine INFO: Epoch: [204] [600/610] learning_rate: 0.068326 loss_vfl: 0.780034 loss_bbox: 0.273852 loss_dfl: 0.184642 loss: 1.254782 eta: 1 day, 7:43:21 batch_cost: 1.9186 data_cost: 0.0012 ips: 25.0188 images/s [10/26 05:00:19] ppdet.engine INFO: Epoch: [205] [ 0/610] learning_rate: 0.068304 loss_vfl: 0.772402 loss_bbox: 0.269144 loss_dfl: 0.184642 loss: 1.250707 eta: 1 day, 7:43:06 batch_cost: 2.3418 data_cost: 0.1391 ips: 20.4973 images/s [10/26 05:01:04] ppdet.engine INFO: Epoch: [205] [ 20/610] learning_rate: 0.068261 loss_vfl: 0.784546 loss_bbox: 0.260833 loss_dfl: 0.176334 loss: 1.225794 eta: 1 day, 7:42:27 batch_cost: 1.9966 data_cost: 0.0013 ips: 24.0406 images/s [10/26 05:01:50] ppdet.engine INFO: Epoch: [205] [ 40/610] learning_rate: 0.068218 loss_vfl: 0.804341 loss_bbox: 0.287849 loss_dfl: 0.184243 loss: 1.287363 eta: 1 day, 7:41:48 batch_cost: 2.0990 data_cost: 0.0012 ips: 22.8678 images/s [10/26 05:02:35] ppdet.engine INFO: Epoch: [205] [ 60/610] learning_rate: 0.068175 loss_vfl: 0.789697 loss_bbox: 0.261644 loss_dfl: 0.182033 loss: 1.231193 eta: 1 day, 7:41:09 batch_cost: 1.9985 data_cost: 0.0013 ips: 24.0177 images/s [10/26 05:03:19] ppdet.engine INFO: Epoch: [205] [ 80/610] learning_rate: 0.068131 loss_vfl: 0.781914 loss_bbox: 0.287367 loss_dfl: 0.196001 loss: 1.271918 eta: 1 day, 7:40:30 batch_cost: 2.0115 data_cost: 0.0012 ips: 23.8627 images/s [10/26 05:04:04] ppdet.engine INFO: Epoch: [205] [100/610] learning_rate: 0.068088 loss_vfl: 0.782026 loss_bbox: 0.277383 loss_dfl: 0.188711 loss: 1.264342 eta: 1 day, 7:39:51 batch_cost: 1.9888 data_cost: 0.0012 ips: 24.1351 images/s [10/26 05:04:48] ppdet.engine INFO: Epoch: [205] [120/610] learning_rate: 0.068045 loss_vfl: 0.793693 loss_bbox: 0.272674 loss_dfl: 0.188958 loss: 1.252447 eta: 1 day, 7:39:12 batch_cost: 2.0136 data_cost: 0.0050 ips: 23.8378 images/s [10/26 05:05:32] ppdet.engine INFO: Epoch: [205] [140/610] learning_rate: 0.068002 loss_vfl: 0.780869 loss_bbox: 0.263812 loss_dfl: 0.187541 loss: 1.239767 eta: 1 day, 7:38:33 batch_cost: 1.9684 data_cost: 0.0011 ips: 24.3855 images/s [10/26 05:06:16] ppdet.engine INFO: Epoch: [205] [160/610] learning_rate: 0.067959 loss_vfl: 0.786531 loss_bbox: 0.289405 loss_dfl: 0.192098 loss: 1.251314 eta: 1 day, 7:37:54 batch_cost: 2.0321 data_cost: 0.0011 ips: 23.6209 images/s [10/26 05:07:00] ppdet.engine INFO: Epoch: [205] [180/610] learning_rate: 0.067916 loss_vfl: 0.774470 loss_bbox: 0.297496 loss_dfl: 0.195655 loss: 1.271290 eta: 1 day, 7:37:14 batch_cost: 1.9700 data_cost: 0.0011 ips: 24.3651 images/s [10/26 05:07:44] ppdet.engine INFO: Epoch: [205] [200/610] learning_rate: 0.067873 loss_vfl: 0.790660 loss_bbox: 0.267034 loss_dfl: 0.180496 loss: 1.239075 eta: 1 day, 7:36:35 batch_cost: 1.9887 data_cost: 0.0011 ips: 24.1361 images/s [10/26 05:08:28] ppdet.engine INFO: Epoch: [205] [220/610] learning_rate: 0.067830 loss_vfl: 0.803635 loss_bbox: 0.274114 loss_dfl: 0.186213 loss: 1.258109 eta: 1 day, 7:35:56 batch_cost: 1.9833 data_cost: 0.0011 ips: 24.2026 images/s [10/26 05:09:11] ppdet.engine INFO: Epoch: [205] [240/610] learning_rate: 0.067787 loss_vfl: 0.788804 loss_bbox: 0.294817 loss_dfl: 0.201555 loss: 1.303777 eta: 1 day, 7:35:16 batch_cost: 1.9549 data_cost: 0.0047 ips: 24.5539 images/s [10/26 05:09:55] ppdet.engine INFO: Epoch: [205] [260/610] learning_rate: 0.067743 loss_vfl: 0.782176 loss_bbox: 0.274396 loss_dfl: 0.188848 loss: 1.250038 eta: 1 day, 7:34:37 batch_cost: 1.9534 data_cost: 0.0011 ips: 24.5731 images/s [10/26 05:10:38] ppdet.engine INFO: Epoch: [205] [280/610] learning_rate: 0.067700 loss_vfl: 0.773733 loss_bbox: 0.273987 loss_dfl: 0.185592 loss: 1.233690 eta: 1 day, 7:33:57 batch_cost: 1.9462 data_cost: 0.0010 ips: 24.6634 images/s [10/26 05:11:22] ppdet.engine INFO: Epoch: [205] [300/610] learning_rate: 0.067657 loss_vfl: 0.770325 loss_bbox: 0.278240 loss_dfl: 0.186975 loss: 1.227441 eta: 1 day, 7:33:18 batch_cost: 1.9794 data_cost: 0.0011 ips: 24.2499 images/s [10/26 05:12:05] ppdet.engine INFO: Epoch: [205] [320/610] learning_rate: 0.067614 loss_vfl: 0.791819 loss_bbox: 0.285485 loss_dfl: 0.192257 loss: 1.286878 eta: 1 day, 7:32:38 batch_cost: 1.9825 data_cost: 0.0015 ips: 24.2123 images/s [10/26 05:12:49] ppdet.engine INFO: Epoch: [205] [340/610] learning_rate: 0.067571 loss_vfl: 0.786921 loss_bbox: 0.273295 loss_dfl: 0.191845 loss: 1.245714 eta: 1 day, 7:31:59 batch_cost: 1.9588 data_cost: 0.0011 ips: 24.5048 images/s [10/26 05:13:32] ppdet.engine INFO: Epoch: [205] [360/610] learning_rate: 0.067528 loss_vfl: 0.797137 loss_bbox: 0.299444 loss_dfl: 0.194538 loss: 1.294765 eta: 1 day, 7:31:19 batch_cost: 1.9642 data_cost: 0.0011 ips: 24.4378 images/s [10/26 05:14:15] ppdet.engine INFO: Epoch: [205] [380/610] learning_rate: 0.067485 loss_vfl: 0.787927 loss_bbox: 0.265178 loss_dfl: 0.182881 loss: 1.233812 eta: 1 day, 7:30:40 batch_cost: 1.9326 data_cost: 0.0048 ips: 24.8369 images/s [10/26 05:14:58] ppdet.engine INFO: Epoch: [205] [400/610] learning_rate: 0.067442 loss_vfl: 0.804306 loss_bbox: 0.273612 loss_dfl: 0.189659 loss: 1.288758 eta: 1 day, 7:30:00 batch_cost: 1.9953 data_cost: 0.0011 ips: 24.0565 images/s [10/26 05:15:43] ppdet.engine INFO: Epoch: [205] [420/610] learning_rate: 0.067399 loss_vfl: 0.796488 loss_bbox: 0.284777 loss_dfl: 0.185654 loss: 1.289260 eta: 1 day, 7:29:22 batch_cost: 2.0278 data_cost: 0.0017 ips: 23.6707 images/s [10/26 05:16:27] ppdet.engine INFO: Epoch: [205] [440/610] learning_rate: 0.067356 loss_vfl: 0.781524 loss_bbox: 0.269616 loss_dfl: 0.186424 loss: 1.242574 eta: 1 day, 7:28:42 batch_cost: 2.0016 data_cost: 0.0012 ips: 23.9812 images/s [10/26 05:17:11] ppdet.engine INFO: Epoch: [205] [460/610] learning_rate: 0.067313 loss_vfl: 0.792808 loss_bbox: 0.269837 loss_dfl: 0.179412 loss: 1.226960 eta: 1 day, 7:28:03 batch_cost: 1.9889 data_cost: 0.0011 ips: 24.1336 images/s [10/26 05:17:55] ppdet.engine INFO: Epoch: [205] [480/610] learning_rate: 0.067270 loss_vfl: 0.767066 loss_bbox: 0.281525 loss_dfl: 0.176631 loss: 1.239698 eta: 1 day, 7:27:24 batch_cost: 2.0256 data_cost: 0.0011 ips: 23.6963 images/s [10/26 05:18:39] ppdet.engine INFO: Epoch: [205] [500/610] learning_rate: 0.067227 loss_vfl: 0.787018 loss_bbox: 0.277132 loss_dfl: 0.192971 loss: 1.259874 eta: 1 day, 7:26:45 batch_cost: 1.9736 data_cost: 0.0010 ips: 24.3206 images/s [10/26 05:19:22] ppdet.engine INFO: Epoch: [205] [520/610] learning_rate: 0.067184 loss_vfl: 0.809523 loss_bbox: 0.288411 loss_dfl: 0.193948 loss: 1.285834 eta: 1 day, 7:26:05 batch_cost: 1.9635 data_cost: 0.0011 ips: 24.4459 images/s [10/26 05:20:07] ppdet.engine INFO: Epoch: [205] [540/610] learning_rate: 0.067141 loss_vfl: 0.792049 loss_bbox: 0.294533 loss_dfl: 0.190399 loss: 1.280159 eta: 1 day, 7:25:26 batch_cost: 2.0074 data_cost: 0.0011 ips: 23.9115 images/s [10/26 05:20:50] ppdet.engine INFO: Epoch: [205] [560/610] learning_rate: 0.067099 loss_vfl: 0.778519 loss_bbox: 0.282381 loss_dfl: 0.190123 loss: 1.254252 eta: 1 day, 7:24:47 batch_cost: 1.9345 data_cost: 0.0012 ips: 24.8129 images/s [10/26 05:21:34] ppdet.engine INFO: Epoch: [205] [580/610] learning_rate: 0.067056 loss_vfl: 0.770485 loss_bbox: 0.257219 loss_dfl: 0.176968 loss: 1.234972 eta: 1 day, 7:24:07 batch_cost: 1.9941 data_cost: 0.0018 ips: 24.0711 images/s [10/26 05:22:15] ppdet.engine INFO: Epoch: [205] [600/610] learning_rate: 0.067013 loss_vfl: 0.785174 loss_bbox: 0.277692 loss_dfl: 0.187461 loss: 1.242157 eta: 1 day, 7:23:27 batch_cost: 1.8617 data_cost: 0.0011 ips: 25.7831 images/s [10/26 05:22:48] ppdet.engine INFO: Epoch: [206] [ 0/610] learning_rate: 0.066991 loss_vfl: 0.784523 loss_bbox: 0.258473 loss_dfl: 0.172101 loss: 1.212011 eta: 1 day, 7:23:11 batch_cost: 2.3054 data_cost: 0.2465 ips: 20.8206 images/s [10/26 05:23:33] ppdet.engine INFO: Epoch: [206] [ 20/610] learning_rate: 0.066948 loss_vfl: 0.801509 loss_bbox: 0.263540 loss_dfl: 0.179418 loss: 1.268341 eta: 1 day, 7:22:32 batch_cost: 1.9996 data_cost: 0.0012 ips: 24.0049 images/s [10/26 05:24:18] ppdet.engine INFO: Epoch: [206] [ 40/610] learning_rate: 0.066905 loss_vfl: 0.767528 loss_bbox: 0.259233 loss_dfl: 0.172524 loss: 1.229360 eta: 1 day, 7:21:54 batch_cost: 2.0513 data_cost: 0.0011 ips: 23.3997 images/s [10/26 05:25:02] ppdet.engine INFO: Epoch: [206] [ 60/610] learning_rate: 0.066863 loss_vfl: 0.773788 loss_bbox: 0.280707 loss_dfl: 0.187545 loss: 1.243527 eta: 1 day, 7:21:14 batch_cost: 1.9796 data_cost: 0.0011 ips: 24.2476 images/s [10/26 05:25:46] ppdet.engine INFO: Epoch: [206] [ 80/610] learning_rate: 0.066820 loss_vfl: 0.769692 loss_bbox: 0.263500 loss_dfl: 0.179071 loss: 1.209307 eta: 1 day, 7:20:35 batch_cost: 1.9821 data_cost: 0.0011 ips: 24.2166 images/s [10/26 05:26:30] ppdet.engine INFO: Epoch: [206] [100/610] learning_rate: 0.066777 loss_vfl: 0.784364 loss_bbox: 0.279547 loss_dfl: 0.191672 loss: 1.231380 eta: 1 day, 7:19:55 batch_cost: 1.9447 data_cost: 0.0011 ips: 24.6829 images/s [10/26 05:27:14] ppdet.engine INFO: Epoch: [206] [120/610] learning_rate: 0.066734 loss_vfl: 0.783432 loss_bbox: 0.275787 loss_dfl: 0.182176 loss: 1.237005 eta: 1 day, 7:19:16 batch_cost: 1.9896 data_cost: 0.0011 ips: 24.1259 images/s [10/26 05:27:57] ppdet.engine INFO: Epoch: [206] [140/610] learning_rate: 0.066691 loss_vfl: 0.789366 loss_bbox: 0.281469 loss_dfl: 0.186656 loss: 1.256628 eta: 1 day, 7:18:37 batch_cost: 1.9684 data_cost: 0.0011 ips: 24.3851 images/s [10/26 05:28:41] ppdet.engine INFO: Epoch: [206] [160/610] learning_rate: 0.066648 loss_vfl: 0.773707 loss_bbox: 0.256828 loss_dfl: 0.175436 loss: 1.211159 eta: 1 day, 7:17:58 batch_cost: 2.0112 data_cost: 0.0011 ips: 23.8659 images/s [10/26 05:29:26] ppdet.engine INFO: Epoch: [206] [180/610] learning_rate: 0.066606 loss_vfl: 0.782716 loss_bbox: 0.270908 loss_dfl: 0.177423 loss: 1.227730 eta: 1 day, 7:17:19 batch_cost: 2.0449 data_cost: 0.0012 ips: 23.4729 images/s [10/26 05:30:10] ppdet.engine INFO: Epoch: [206] [200/610] learning_rate: 0.066563 loss_vfl: 0.788375 loss_bbox: 0.269294 loss_dfl: 0.180527 loss: 1.237570 eta: 1 day, 7:16:40 batch_cost: 1.9861 data_cost: 0.0012 ips: 24.1678 images/s [10/26 05:30:54] ppdet.engine INFO: Epoch: [206] [220/610] learning_rate: 0.066520 loss_vfl: 0.777808 loss_bbox: 0.290494 loss_dfl: 0.191239 loss: 1.281446 eta: 1 day, 7:16:00 batch_cost: 1.9485 data_cost: 0.0011 ips: 24.6338 images/s [10/26 05:31:37] ppdet.engine INFO: Epoch: [206] [240/610] learning_rate: 0.066477 loss_vfl: 0.785974 loss_bbox: 0.276300 loss_dfl: 0.194715 loss: 1.266561 eta: 1 day, 7:15:21 batch_cost: 1.9872 data_cost: 0.0011 ips: 24.1546 images/s [10/26 05:32:21] ppdet.engine INFO: Epoch: [206] [260/610] learning_rate: 0.066434 loss_vfl: 0.797574 loss_bbox: 0.266691 loss_dfl: 0.179694 loss: 1.239041 eta: 1 day, 7:14:41 batch_cost: 1.9733 data_cost: 0.0011 ips: 24.3244 images/s [10/26 05:33:05] ppdet.engine INFO: Epoch: [206] [280/610] learning_rate: 0.066392 loss_vfl: 0.797533 loss_bbox: 0.259662 loss_dfl: 0.176484 loss: 1.237818 eta: 1 day, 7:14:02 batch_cost: 1.9851 data_cost: 0.0017 ips: 24.1804 images/s [10/26 05:33:48] ppdet.engine INFO: Epoch: [206] [300/610] learning_rate: 0.066349 loss_vfl: 0.800320 loss_bbox: 0.284687 loss_dfl: 0.186227 loss: 1.264630 eta: 1 day, 7:13:23 batch_cost: 1.9637 data_cost: 0.0011 ips: 24.4433 images/s [10/26 05:34:33] ppdet.engine INFO: Epoch: [206] [320/610] learning_rate: 0.066306 loss_vfl: 0.774799 loss_bbox: 0.269565 loss_dfl: 0.181690 loss: 1.226565 eta: 1 day, 7:12:44 batch_cost: 2.0266 data_cost: 0.0012 ips: 23.6851 images/s [10/26 05:35:17] ppdet.engine INFO: Epoch: [206] [340/610] learning_rate: 0.066263 loss_vfl: 0.806441 loss_bbox: 0.290480 loss_dfl: 0.195789 loss: 1.272080 eta: 1 day, 7:12:04 batch_cost: 1.9987 data_cost: 0.0011 ips: 24.0161 images/s [10/26 05:36:01] ppdet.engine INFO: Epoch: [206] [360/610] learning_rate: 0.066221 loss_vfl: 0.798826 loss_bbox: 0.262295 loss_dfl: 0.181898 loss: 1.290076 eta: 1 day, 7:11:25 batch_cost: 1.9897 data_cost: 0.0011 ips: 24.1236 images/s [10/26 05:36:45] ppdet.engine INFO: Epoch: [206] [380/610] learning_rate: 0.066178 loss_vfl: 0.774656 loss_bbox: 0.258526 loss_dfl: 0.181184 loss: 1.227573 eta: 1 day, 7:10:46 batch_cost: 1.9848 data_cost: 0.0010 ips: 24.1841 images/s [10/26 05:37:28] ppdet.engine INFO: Epoch: [206] [400/610] learning_rate: 0.066135 loss_vfl: 0.784562 loss_bbox: 0.280611 loss_dfl: 0.186141 loss: 1.247987 eta: 1 day, 7:10:06 batch_cost: 1.9045 data_cost: 0.0010 ips: 25.2033 images/s [10/26 05:38:11] ppdet.engine INFO: Epoch: [206] [420/610] learning_rate: 0.066093 loss_vfl: 0.781768 loss_bbox: 0.267641 loss_dfl: 0.179644 loss: 1.220998 eta: 1 day, 7:09:26 batch_cost: 1.9592 data_cost: 0.0011 ips: 24.5002 images/s [10/26 05:38:54] ppdet.engine INFO: Epoch: [206] [440/610] learning_rate: 0.066050 loss_vfl: 0.783729 loss_bbox: 0.282775 loss_dfl: 0.187485 loss: 1.263614 eta: 1 day, 7:08:47 batch_cost: 1.9482 data_cost: 0.0011 ips: 24.6382 images/s [10/26 05:39:38] ppdet.engine INFO: Epoch: [206] [460/610] learning_rate: 0.066007 loss_vfl: 0.765744 loss_bbox: 0.281377 loss_dfl: 0.185051 loss: 1.225702 eta: 1 day, 7:08:08 batch_cost: 1.9933 data_cost: 0.0011 ips: 24.0805 images/s [10/26 05:40:21] ppdet.engine INFO: Epoch: [206] [480/610] learning_rate: 0.065965 loss_vfl: 0.783837 loss_bbox: 0.262073 loss_dfl: 0.181130 loss: 1.233387 eta: 1 day, 7:07:28 batch_cost: 1.9382 data_cost: 0.0011 ips: 24.7654 images/s [10/26 05:41:05] ppdet.engine INFO: Epoch: [206] [500/610] learning_rate: 0.065922 loss_vfl: 0.782692 loss_bbox: 0.249812 loss_dfl: 0.167573 loss: 1.209216 eta: 1 day, 7:06:49 batch_cost: 2.0085 data_cost: 0.0011 ips: 23.8986 images/s [10/26 05:41:50] ppdet.engine INFO: Epoch: [206] [520/610] learning_rate: 0.065879 loss_vfl: 0.799575 loss_bbox: 0.269669 loss_dfl: 0.180082 loss: 1.266039 eta: 1 day, 7:06:10 batch_cost: 2.0243 data_cost: 0.0011 ips: 23.7119 images/s [10/26 05:42:34] ppdet.engine INFO: Epoch: [206] [540/610] learning_rate: 0.065837 loss_vfl: 0.817775 loss_bbox: 0.293967 loss_dfl: 0.192231 loss: 1.296311 eta: 1 day, 7:05:31 batch_cost: 1.9729 data_cost: 0.0012 ips: 24.3299 images/s [10/26 05:43:18] ppdet.engine INFO: Epoch: [206] [560/610] learning_rate: 0.065794 loss_vfl: 0.787854 loss_bbox: 0.267300 loss_dfl: 0.184431 loss: 1.253639 eta: 1 day, 7:04:51 batch_cost: 1.9648 data_cost: 0.0015 ips: 24.4305 images/s [10/26 05:44:02] ppdet.engine INFO: Epoch: [206] [580/610] learning_rate: 0.065751 loss_vfl: 0.785317 loss_bbox: 0.294786 loss_dfl: 0.197035 loss: 1.269701 eta: 1 day, 7:04:12 batch_cost: 1.9955 data_cost: 0.0010 ips: 24.0542 images/s [10/26 05:44:44] ppdet.engine INFO: Epoch: [206] [600/610] learning_rate: 0.065709 loss_vfl: 0.791636 loss_bbox: 0.278439 loss_dfl: 0.190553 loss: 1.272652 eta: 1 day, 7:03:32 batch_cost: 1.9137 data_cost: 0.0011 ips: 25.0826 images/s [10/26 05:45:17] ppdet.engine INFO: Epoch: [207] [ 0/610] learning_rate: 0.065687 loss_vfl: 0.791531 loss_bbox: 0.279807 loss_dfl: 0.189104 loss: 1.271267 eta: 1 day, 7:03:16 batch_cost: 2.3924 data_cost: 0.2011 ips: 20.0638 images/s [10/26 05:46:02] ppdet.engine INFO: Epoch: [207] [ 20/610] learning_rate: 0.065645 loss_vfl: 0.788638 loss_bbox: 0.280598 loss_dfl: 0.188693 loss: 1.232178 eta: 1 day, 7:02:37 batch_cost: 2.0076 data_cost: 0.0012 ips: 23.9090 images/s [10/26 05:46:45] ppdet.engine INFO: Epoch: [207] [ 40/610] learning_rate: 0.065602 loss_vfl: 0.773902 loss_bbox: 0.260660 loss_dfl: 0.181747 loss: 1.217025 eta: 1 day, 7:01:58 batch_cost: 1.9675 data_cost: 0.0011 ips: 24.3961 images/s [10/26 05:47:29] ppdet.engine INFO: Epoch: [207] [ 60/610] learning_rate: 0.065560 loss_vfl: 0.774393 loss_bbox: 0.274340 loss_dfl: 0.193709 loss: 1.249115 eta: 1 day, 7:01:19 batch_cost: 1.9818 data_cost: 0.0016 ips: 24.2201 images/s [10/26 05:48:13] ppdet.engine INFO: Epoch: [207] [ 80/610] learning_rate: 0.065517 loss_vfl: 0.764736 loss_bbox: 0.263248 loss_dfl: 0.186248 loss: 1.241714 eta: 1 day, 7:00:40 batch_cost: 2.0214 data_cost: 0.0010 ips: 23.7457 images/s [10/26 05:48:58] ppdet.engine INFO: Epoch: [207] [100/610] learning_rate: 0.065475 loss_vfl: 0.780651 loss_bbox: 0.273623 loss_dfl: 0.183556 loss: 1.234835 eta: 1 day, 7:00:00 batch_cost: 1.9974 data_cost: 0.0011 ips: 24.0316 images/s [10/26 05:49:42] ppdet.engine INFO: Epoch: [207] [120/610] learning_rate: 0.065432 loss_vfl: 0.784429 loss_bbox: 0.278676 loss_dfl: 0.182587 loss: 1.260986 eta: 1 day, 6:59:21 batch_cost: 1.9584 data_cost: 0.0011 ips: 24.5096 images/s [10/26 05:50:26] ppdet.engine INFO: Epoch: [207] [140/610] learning_rate: 0.065390 loss_vfl: 0.770417 loss_bbox: 0.289528 loss_dfl: 0.194175 loss: 1.275312 eta: 1 day, 6:58:41 batch_cost: 1.9238 data_cost: 0.0011 ips: 24.9504 images/s [10/26 05:51:10] ppdet.engine INFO: Epoch: [207] [160/610] learning_rate: 0.065347 loss_vfl: 0.771343 loss_bbox: 0.270036 loss_dfl: 0.185853 loss: 1.231006 eta: 1 day, 6:58:02 batch_cost: 1.9953 data_cost: 0.0012 ips: 24.0571 images/s [10/26 05:51:54] ppdet.engine INFO: Epoch: [207] [180/610] learning_rate: 0.065305 loss_vfl: 0.794585 loss_bbox: 0.260674 loss_dfl: 0.188517 loss: 1.222944 eta: 1 day, 6:57:23 batch_cost: 1.9783 data_cost: 0.0011 ips: 24.2638 images/s [10/26 05:52:38] ppdet.engine INFO: Epoch: [207] [200/610] learning_rate: 0.065262 loss_vfl: 0.776103 loss_bbox: 0.265847 loss_dfl: 0.181483 loss: 1.234364 eta: 1 day, 6:56:43 batch_cost: 1.9892 data_cost: 0.0011 ips: 24.1303 images/s [10/26 05:53:22] ppdet.engine INFO: Epoch: [207] [220/610] learning_rate: 0.065220 loss_vfl: 0.768363 loss_bbox: 0.272666 loss_dfl: 0.183042 loss: 1.256583 eta: 1 day, 6:56:04 batch_cost: 1.9796 data_cost: 0.0011 ips: 24.2470 images/s [10/26 05:54:06] ppdet.engine INFO: Epoch: [207] [240/610] learning_rate: 0.065177 loss_vfl: 0.783650 loss_bbox: 0.285829 loss_dfl: 0.193122 loss: 1.289504 eta: 1 day, 6:55:25 batch_cost: 1.9905 data_cost: 0.0010 ips: 24.1151 images/s [10/26 05:54:50] ppdet.engine INFO: Epoch: [207] [260/610] learning_rate: 0.065135 loss_vfl: 0.781446 loss_bbox: 0.254135 loss_dfl: 0.181618 loss: 1.237274 eta: 1 day, 6:54:45 batch_cost: 1.9845 data_cost: 0.0011 ips: 24.1874 images/s [10/26 05:55:35] ppdet.engine INFO: Epoch: [207] [280/610] learning_rate: 0.065092 loss_vfl: 0.782757 loss_bbox: 0.275926 loss_dfl: 0.185060 loss: 1.248634 eta: 1 day, 6:54:06 batch_cost: 2.0149 data_cost: 0.0011 ips: 23.8226 images/s [10/26 05:56:18] ppdet.engine INFO: Epoch: [207] [300/610] learning_rate: 0.065050 loss_vfl: 0.793321 loss_bbox: 0.272507 loss_dfl: 0.185512 loss: 1.254410 eta: 1 day, 6:53:27 batch_cost: 1.9518 data_cost: 0.0011 ips: 24.5928 images/s [10/26 05:57:02] ppdet.engine INFO: Epoch: [207] [320/610] learning_rate: 0.065007 loss_vfl: 0.789251 loss_bbox: 0.285529 loss_dfl: 0.185901 loss: 1.240388 eta: 1 day, 6:52:47 batch_cost: 1.9454 data_cost: 0.0011 ips: 24.6737 images/s [10/26 05:57:45] ppdet.engine INFO: Epoch: [207] [340/610] learning_rate: 0.064965 loss_vfl: 0.756363 loss_bbox: 0.278687 loss_dfl: 0.187224 loss: 1.222984 eta: 1 day, 6:52:08 batch_cost: 1.9751 data_cost: 0.0011 ips: 24.3024 images/s [10/26 05:58:28] ppdet.engine INFO: Epoch: [207] [360/610] learning_rate: 0.064922 loss_vfl: 0.798662 loss_bbox: 0.281535 loss_dfl: 0.187718 loss: 1.266314 eta: 1 day, 6:51:28 batch_cost: 1.9660 data_cost: 0.0011 ips: 24.4145 images/s [10/26 05:59:12] ppdet.engine INFO: Epoch: [207] [380/610] learning_rate: 0.064880 loss_vfl: 0.802167 loss_bbox: 0.277077 loss_dfl: 0.188022 loss: 1.251258 eta: 1 day, 6:50:49 batch_cost: 1.9706 data_cost: 0.0012 ips: 24.3582 images/s [10/26 05:59:56] ppdet.engine INFO: Epoch: [207] [400/610] learning_rate: 0.064838 loss_vfl: 0.790515 loss_bbox: 0.265366 loss_dfl: 0.180409 loss: 1.245477 eta: 1 day, 6:50:10 batch_cost: 2.0170 data_cost: 0.0011 ips: 23.7972 images/s [10/26 06:00:40] ppdet.engine INFO: Epoch: [207] [420/610] learning_rate: 0.064795 loss_vfl: 0.788543 loss_bbox: 0.259581 loss_dfl: 0.180014 loss: 1.231751 eta: 1 day, 6:49:31 batch_cost: 1.9974 data_cost: 0.0011 ips: 24.0310 images/s [10/26 06:01:24] ppdet.engine INFO: Epoch: [207] [440/610] learning_rate: 0.064753 loss_vfl: 0.797694 loss_bbox: 0.276634 loss_dfl: 0.186418 loss: 1.262282 eta: 1 day, 6:48:51 batch_cost: 1.9564 data_cost: 0.0011 ips: 24.5350 images/s [10/26 06:02:08] ppdet.engine INFO: Epoch: [207] [460/610] learning_rate: 0.064710 loss_vfl: 0.778520 loss_bbox: 0.280334 loss_dfl: 0.186246 loss: 1.261718 eta: 1 day, 6:48:12 batch_cost: 1.9844 data_cost: 0.0012 ips: 24.1883 images/s [10/26 06:02:52] ppdet.engine INFO: Epoch: [207] [480/610] learning_rate: 0.064668 loss_vfl: 0.774572 loss_bbox: 0.266142 loss_dfl: 0.184333 loss: 1.237004 eta: 1 day, 6:47:33 batch_cost: 1.9918 data_cost: 0.0011 ips: 24.0988 images/s [10/26 06:03:35] ppdet.engine INFO: Epoch: [207] [500/610] learning_rate: 0.064626 loss_vfl: 0.795200 loss_bbox: 0.269560 loss_dfl: 0.185917 loss: 1.246151 eta: 1 day, 6:46:53 batch_cost: 1.9789 data_cost: 0.0010 ips: 24.2554 images/s [10/26 06:04:21] ppdet.engine INFO: Epoch: [207] [520/610] learning_rate: 0.064583 loss_vfl: 0.799631 loss_bbox: 0.268764 loss_dfl: 0.179559 loss: 1.241738 eta: 1 day, 6:46:14 batch_cost: 2.0259 data_cost: 0.0011 ips: 23.6932 images/s [10/26 06:05:05] ppdet.engine INFO: Epoch: [207] [540/610] learning_rate: 0.064541 loss_vfl: 0.789088 loss_bbox: 0.283860 loss_dfl: 0.189467 loss: 1.277825 eta: 1 day, 6:45:35 batch_cost: 2.0186 data_cost: 0.0018 ips: 23.7793 images/s [10/26 06:05:50] ppdet.engine INFO: Epoch: [207] [560/610] learning_rate: 0.064499 loss_vfl: 0.798590 loss_bbox: 0.286131 loss_dfl: 0.184362 loss: 1.279020 eta: 1 day, 6:44:56 batch_cost: 2.0062 data_cost: 0.0011 ips: 23.9253 images/s [10/26 06:06:34] ppdet.engine INFO: Epoch: [207] [580/610] learning_rate: 0.064456 loss_vfl: 0.789152 loss_bbox: 0.274285 loss_dfl: 0.184324 loss: 1.263049 eta: 1 day, 6:44:17 batch_cost: 1.9885 data_cost: 0.0011 ips: 24.1390 images/s [10/26 06:07:17] ppdet.engine INFO: Epoch: [207] [600/610] learning_rate: 0.064414 loss_vfl: 0.775380 loss_bbox: 0.268832 loss_dfl: 0.183613 loss: 1.218338 eta: 1 day, 6:43:37 batch_cost: 1.9206 data_cost: 0.0011 ips: 24.9922 images/s [10/26 06:07:49] ppdet.engine INFO: Epoch: [208] [ 0/610] learning_rate: 0.064393 loss_vfl: 0.779724 loss_bbox: 0.265613 loss_dfl: 0.176695 loss: 1.220569 eta: 1 day, 6:43:21 batch_cost: 2.3350 data_cost: 0.2190 ips: 20.5571 images/s [10/26 06:08:35] ppdet.engine INFO: Epoch: [208] [ 20/610] learning_rate: 0.064351 loss_vfl: 0.783202 loss_bbox: 0.278823 loss_dfl: 0.186956 loss: 1.257724 eta: 1 day, 6:42:42 batch_cost: 2.0544 data_cost: 0.0012 ips: 23.3643 images/s [10/26 06:09:19] ppdet.engine INFO: Epoch: [208] [ 40/610] learning_rate: 0.064308 loss_vfl: 0.781159 loss_bbox: 0.279799 loss_dfl: 0.187348 loss: 1.240944 eta: 1 day, 6:42:03 batch_cost: 1.9811 data_cost: 0.0018 ips: 24.2293 images/s [10/26 06:10:03] ppdet.engine INFO: Epoch: [208] [ 60/610] learning_rate: 0.064266 loss_vfl: 0.783044 loss_bbox: 0.268805 loss_dfl: 0.176427 loss: 1.231874 eta: 1 day, 6:41:24 batch_cost: 2.0248 data_cost: 0.0011 ips: 23.7065 images/s [10/26 06:10:47] ppdet.engine INFO: Epoch: [208] [ 80/610] learning_rate: 0.064224 loss_vfl: 0.780285 loss_bbox: 0.291998 loss_dfl: 0.194225 loss: 1.282899 eta: 1 day, 6:40:44 batch_cost: 1.9257 data_cost: 0.0011 ips: 24.9259 images/s [10/26 06:11:30] ppdet.engine INFO: Epoch: [208] [100/610] learning_rate: 0.064182 loss_vfl: 0.782238 loss_bbox: 0.270460 loss_dfl: 0.184504 loss: 1.261172 eta: 1 day, 6:40:05 batch_cost: 1.9936 data_cost: 0.0011 ips: 24.0775 images/s [10/26 06:12:14] ppdet.engine INFO: Epoch: [208] [120/610] learning_rate: 0.064139 loss_vfl: 0.785920 loss_bbox: 0.286846 loss_dfl: 0.189717 loss: 1.268449 eta: 1 day, 6:39:26 batch_cost: 1.9700 data_cost: 0.0012 ips: 24.3649 images/s [10/26 06:12:57] ppdet.engine INFO: Epoch: [208] [140/610] learning_rate: 0.064097 loss_vfl: 0.785812 loss_bbox: 0.277631 loss_dfl: 0.191841 loss: 1.270811 eta: 1 day, 6:38:46 batch_cost: 1.9690 data_cost: 0.0011 ips: 24.3778 images/s [10/26 06:13:41] ppdet.engine INFO: Epoch: [208] [160/610] learning_rate: 0.064055 loss_vfl: 0.777951 loss_bbox: 0.265567 loss_dfl: 0.184229 loss: 1.217848 eta: 1 day, 6:38:07 batch_cost: 1.9687 data_cost: 0.0011 ips: 24.3817 images/s [10/26 06:14:25] ppdet.engine INFO: Epoch: [208] [180/610] learning_rate: 0.064013 loss_vfl: 0.799665 loss_bbox: 0.264294 loss_dfl: 0.180402 loss: 1.249245 eta: 1 day, 6:37:27 batch_cost: 1.9875 data_cost: 0.0011 ips: 24.1512 images/s [10/26 06:15:08] ppdet.engine INFO: Epoch: [208] [200/610] learning_rate: 0.063971 loss_vfl: 0.790356 loss_bbox: 0.266381 loss_dfl: 0.185205 loss: 1.263277 eta: 1 day, 6:36:48 batch_cost: 1.9333 data_cost: 0.0010 ips: 24.8282 images/s [10/26 06:15:52] ppdet.engine INFO: Epoch: [208] [220/610] learning_rate: 0.063928 loss_vfl: 0.784264 loss_bbox: 0.287140 loss_dfl: 0.195189 loss: 1.277151 eta: 1 day, 6:36:08 batch_cost: 1.9754 data_cost: 0.0011 ips: 24.2992 images/s [10/26 06:16:35] ppdet.engine INFO: Epoch: [208] [240/610] learning_rate: 0.063886 loss_vfl: 0.781010 loss_bbox: 0.279513 loss_dfl: 0.186312 loss: 1.238722 eta: 1 day, 6:35:29 batch_cost: 1.9495 data_cost: 0.0011 ips: 24.6222 images/s [10/26 06:17:18] ppdet.engine INFO: Epoch: [208] [260/610] learning_rate: 0.063844 loss_vfl: 0.768819 loss_bbox: 0.263904 loss_dfl: 0.181361 loss: 1.211917 eta: 1 day, 6:34:49 batch_cost: 1.9043 data_cost: 0.0011 ips: 25.2062 images/s [10/26 06:18:01] ppdet.engine INFO: Epoch: [208] [280/610] learning_rate: 0.063802 loss_vfl: 0.775640 loss_bbox: 0.265401 loss_dfl: 0.176181 loss: 1.247811 eta: 1 day, 6:34:09 batch_cost: 1.9365 data_cost: 0.0011 ips: 24.7873 images/s [10/26 06:18:45] ppdet.engine INFO: Epoch: [208] [300/610] learning_rate: 0.063760 loss_vfl: 0.784277 loss_bbox: 0.308937 loss_dfl: 0.208387 loss: 1.305655 eta: 1 day, 6:33:30 batch_cost: 1.9751 data_cost: 0.0011 ips: 24.3021 images/s [10/26 06:19:29] ppdet.engine INFO: Epoch: [208] [320/610] learning_rate: 0.063718 loss_vfl: 0.763526 loss_bbox: 0.266969 loss_dfl: 0.184968 loss: 1.229561 eta: 1 day, 6:32:50 batch_cost: 2.0021 data_cost: 0.0011 ips: 23.9751 images/s [10/26 06:20:12] ppdet.engine INFO: Epoch: [208] [340/610] learning_rate: 0.063675 loss_vfl: 0.791876 loss_bbox: 0.264200 loss_dfl: 0.188710 loss: 1.248728 eta: 1 day, 6:32:11 batch_cost: 1.9641 data_cost: 0.0018 ips: 24.4384 images/s [10/26 06:20:54] ppdet.engine INFO: Epoch: [208] [360/610] learning_rate: 0.063633 loss_vfl: 0.773691 loss_bbox: 0.278868 loss_dfl: 0.174669 loss: 1.231621 eta: 1 day, 6:31:31 batch_cost: 1.8942 data_cost: 0.0011 ips: 25.3400 images/s [10/26 06:21:39] ppdet.engine INFO: Epoch: [208] [380/610] learning_rate: 0.063591 loss_vfl: 0.779556 loss_bbox: 0.284396 loss_dfl: 0.185159 loss: 1.234452 eta: 1 day, 6:30:52 batch_cost: 2.0235 data_cost: 0.0011 ips: 23.7210 images/s [10/26 06:22:23] ppdet.engine INFO: Epoch: [208] [400/610] learning_rate: 0.063549 loss_vfl: 0.783343 loss_bbox: 0.285274 loss_dfl: 0.186035 loss: 1.251069 eta: 1 day, 6:30:13 batch_cost: 1.9965 data_cost: 0.0013 ips: 24.0416 images/s [10/26 06:23:07] ppdet.engine INFO: Epoch: [208] [420/610] learning_rate: 0.063507 loss_vfl: 0.789183 loss_bbox: 0.266894 loss_dfl: 0.178776 loss: 1.245936 eta: 1 day, 6:29:33 batch_cost: 1.9656 data_cost: 0.0017 ips: 24.4195 images/s [10/26 06:23:50] ppdet.engine INFO: Epoch: [208] [440/610] learning_rate: 0.063465 loss_vfl: 0.778213 loss_bbox: 0.266184 loss_dfl: 0.179541 loss: 1.224756 eta: 1 day, 6:28:54 batch_cost: 1.9487 data_cost: 0.0011 ips: 24.6320 images/s [10/26 06:24:34] ppdet.engine INFO: Epoch: [208] [460/610] learning_rate: 0.063423 loss_vfl: 0.778891 loss_bbox: 0.268279 loss_dfl: 0.176539 loss: 1.206182 eta: 1 day, 6:28:14 batch_cost: 1.9613 data_cost: 0.0013 ips: 24.4741 images/s [10/26 06:25:18] ppdet.engine INFO: Epoch: [208] [480/610] learning_rate: 0.063381 loss_vfl: 0.800419 loss_bbox: 0.271958 loss_dfl: 0.185009 loss: 1.253895 eta: 1 day, 6:27:35 batch_cost: 2.0137 data_cost: 0.0011 ips: 23.8373 images/s [10/26 06:26:02] ppdet.engine INFO: Epoch: [208] [500/610] learning_rate: 0.063339 loss_vfl: 0.794650 loss_bbox: 0.289241 loss_dfl: 0.189752 loss: 1.266113 eta: 1 day, 6:26:56 batch_cost: 2.0047 data_cost: 0.0011 ips: 23.9435 images/s [10/26 06:26:45] ppdet.engine INFO: Epoch: [208] [520/610] learning_rate: 0.063297 loss_vfl: 0.798024 loss_bbox: 0.292298 loss_dfl: 0.196753 loss: 1.279770 eta: 1 day, 6:26:17 batch_cost: 1.9871 data_cost: 0.0011 ips: 24.1562 images/s [10/26 06:27:29] ppdet.engine INFO: Epoch: [208] [540/610] learning_rate: 0.063255 loss_vfl: 0.787735 loss_bbox: 0.266289 loss_dfl: 0.186431 loss: 1.229223 eta: 1 day, 6:25:37 batch_cost: 1.9862 data_cost: 0.0012 ips: 24.1671 images/s [10/26 06:28:13] ppdet.engine INFO: Epoch: [208] [560/610] learning_rate: 0.063213 loss_vfl: 0.798238 loss_bbox: 0.279264 loss_dfl: 0.180713 loss: 1.271071 eta: 1 day, 6:24:58 batch_cost: 1.9815 data_cost: 0.0011 ips: 24.2242 images/s [10/26 06:28:58] ppdet.engine INFO: Epoch: [208] [580/610] learning_rate: 0.063171 loss_vfl: 0.787823 loss_bbox: 0.282508 loss_dfl: 0.184990 loss: 1.240399 eta: 1 day, 6:24:19 batch_cost: 2.0218 data_cost: 0.0011 ips: 23.7418 images/s [10/26 06:29:39] ppdet.engine INFO: Epoch: [208] [600/610] learning_rate: 0.063129 loss_vfl: 0.780691 loss_bbox: 0.279060 loss_dfl: 0.192002 loss: 1.261445 eta: 1 day, 6:23:39 batch_cost: 1.8824 data_cost: 0.0011 ips: 25.4987 images/s [10/26 06:30:11] ppdet.engine INFO: Epoch: [209] [ 0/610] learning_rate: 0.063108 loss_vfl: 0.783068 loss_bbox: 0.281380 loss_dfl: 0.181646 loss: 1.255128 eta: 1 day, 6:23:23 batch_cost: 2.2798 data_cost: 0.2237 ips: 21.0547 images/s [10/26 06:30:58] ppdet.engine INFO: Epoch: [209] [ 20/610] learning_rate: 0.063066 loss_vfl: 0.804359 loss_bbox: 0.294909 loss_dfl: 0.187760 loss: 1.271435 eta: 1 day, 6:22:44 batch_cost: 2.0565 data_cost: 0.0012 ips: 23.3407 images/s [10/26 06:31:43] ppdet.engine INFO: Epoch: [209] [ 40/610] learning_rate: 0.063024 loss_vfl: 0.773724 loss_bbox: 0.262469 loss_dfl: 0.180778 loss: 1.216538 eta: 1 day, 6:22:05 batch_cost: 2.0511 data_cost: 0.0011 ips: 23.4021 images/s [10/26 06:32:28] ppdet.engine INFO: Epoch: [209] [ 60/610] learning_rate: 0.062982 loss_vfl: 0.777763 loss_bbox: 0.284924 loss_dfl: 0.187569 loss: 1.252845 eta: 1 day, 6:21:26 batch_cost: 2.0075 data_cost: 0.0012 ips: 23.9107 images/s [10/26 06:33:12] ppdet.engine INFO: Epoch: [209] [ 80/610] learning_rate: 0.062940 loss_vfl: 0.795497 loss_bbox: 0.280848 loss_dfl: 0.182698 loss: 1.265814 eta: 1 day, 6:20:47 batch_cost: 1.9734 data_cost: 0.0011 ips: 24.3233 images/s [10/26 06:33:55] ppdet.engine INFO: Epoch: [209] [100/610] learning_rate: 0.062898 loss_vfl: 0.767677 loss_bbox: 0.256606 loss_dfl: 0.182373 loss: 1.233639 eta: 1 day, 6:20:07 batch_cost: 1.9199 data_cost: 0.0011 ips: 25.0012 images/s [10/26 06:34:37] ppdet.engine INFO: Epoch: [209] [120/610] learning_rate: 0.062856 loss_vfl: 0.780343 loss_bbox: 0.284383 loss_dfl: 0.181085 loss: 1.233076 eta: 1 day, 6:19:27 batch_cost: 1.9144 data_cost: 0.0012 ips: 25.0736 images/s [10/26 06:35:21] ppdet.engine INFO: Epoch: [209] [140/610] learning_rate: 0.062814 loss_vfl: 0.771571 loss_bbox: 0.275554 loss_dfl: 0.177330 loss: 1.199536 eta: 1 day, 6:18:47 batch_cost: 1.9338 data_cost: 0.0012 ips: 24.8219 images/s [10/26 06:36:05] ppdet.engine INFO: Epoch: [209] [160/610] learning_rate: 0.062772 loss_vfl: 0.781846 loss_bbox: 0.281644 loss_dfl: 0.186185 loss: 1.252120 eta: 1 day, 6:18:08 batch_cost: 1.9882 data_cost: 0.0011 ips: 24.1422 images/s [10/26 06:36:49] ppdet.engine INFO: Epoch: [209] [180/610] learning_rate: 0.062730 loss_vfl: 0.796687 loss_bbox: 0.276753 loss_dfl: 0.180864 loss: 1.267587 eta: 1 day, 6:17:29 batch_cost: 2.0242 data_cost: 0.0011 ips: 23.7133 images/s [10/26 06:37:33] ppdet.engine INFO: Epoch: [209] [200/610] learning_rate: 0.062689 loss_vfl: 0.802135 loss_bbox: 0.271561 loss_dfl: 0.187472 loss: 1.262983 eta: 1 day, 6:16:50 batch_cost: 2.0108 data_cost: 0.0011 ips: 23.8713 images/s [10/26 06:38:17] ppdet.engine INFO: Epoch: [209] [220/610] learning_rate: 0.062647 loss_vfl: 0.786394 loss_bbox: 0.258577 loss_dfl: 0.174259 loss: 1.215253 eta: 1 day, 6:16:11 batch_cost: 1.9804 data_cost: 0.0011 ips: 24.2374 images/s [10/26 06:39:01] ppdet.engine INFO: Epoch: [209] [240/610] learning_rate: 0.062605 loss_vfl: 0.779065 loss_bbox: 0.270016 loss_dfl: 0.183413 loss: 1.239936 eta: 1 day, 6:15:31 batch_cost: 1.9847 data_cost: 0.0011 ips: 24.1852 images/s [10/26 06:39:45] ppdet.engine INFO: Epoch: [209] [260/610] learning_rate: 0.062563 loss_vfl: 0.787117 loss_bbox: 0.280680 loss_dfl: 0.187494 loss: 1.246392 eta: 1 day, 6:14:52 batch_cost: 1.9652 data_cost: 0.0010 ips: 24.4251 images/s [10/26 06:40:29] ppdet.engine INFO: Epoch: [209] [280/610] learning_rate: 0.062521 loss_vfl: 0.774350 loss_bbox: 0.269375 loss_dfl: 0.183981 loss: 1.252201 eta: 1 day, 6:14:13 batch_cost: 1.9652 data_cost: 0.0010 ips: 24.4252 images/s [10/26 06:41:14] ppdet.engine INFO: Epoch: [209] [300/610] learning_rate: 0.062479 loss_vfl: 0.778027 loss_bbox: 0.261459 loss_dfl: 0.182612 loss: 1.238549 eta: 1 day, 6:13:34 batch_cost: 2.0237 data_cost: 0.0012 ips: 23.7192 images/s [10/26 06:41:58] ppdet.engine INFO: Epoch: [209] [320/610] learning_rate: 0.062437 loss_vfl: 0.758580 loss_bbox: 0.274292 loss_dfl: 0.181450 loss: 1.225755 eta: 1 day, 6:12:54 batch_cost: 1.9813 data_cost: 0.0011 ips: 24.2261 images/s [10/26 06:42:42] ppdet.engine INFO: Epoch: [209] [340/610] learning_rate: 0.062396 loss_vfl: 0.777768 loss_bbox: 0.263760 loss_dfl: 0.184455 loss: 1.241449 eta: 1 day, 6:12:15 batch_cost: 2.0152 data_cost: 0.0011 ips: 23.8188 images/s [10/26 06:43:26] ppdet.engine INFO: Epoch: [209] [360/610] learning_rate: 0.062354 loss_vfl: 0.776669 loss_bbox: 0.267018 loss_dfl: 0.186004 loss: 1.235651 eta: 1 day, 6:11:36 batch_cost: 1.9661 data_cost: 0.0011 ips: 24.4141 images/s [10/26 06:44:09] ppdet.engine INFO: Epoch: [209] [380/610] learning_rate: 0.062312 loss_vfl: 0.781649 loss_bbox: 0.293972 loss_dfl: 0.187075 loss: 1.276527 eta: 1 day, 6:10:57 batch_cost: 1.9960 data_cost: 0.0011 ips: 24.0484 images/s [10/26 06:44:54] ppdet.engine INFO: Epoch: [209] [400/610] learning_rate: 0.062270 loss_vfl: 0.776631 loss_bbox: 0.287854 loss_dfl: 0.192554 loss: 1.249601 eta: 1 day, 6:10:17 batch_cost: 1.9919 data_cost: 0.0011 ips: 24.0975 images/s [10/26 06:45:38] ppdet.engine INFO: Epoch: [209] [420/610] learning_rate: 0.062229 loss_vfl: 0.769592 loss_bbox: 0.255874 loss_dfl: 0.177049 loss: 1.204289 eta: 1 day, 6:09:38 batch_cost: 1.9975 data_cost: 0.0011 ips: 24.0298 images/s [10/26 06:46:22] ppdet.engine INFO: Epoch: [209] [440/610] learning_rate: 0.062187 loss_vfl: 0.796819 loss_bbox: 0.281156 loss_dfl: 0.186972 loss: 1.255756 eta: 1 day, 6:08:59 batch_cost: 1.9735 data_cost: 0.0012 ips: 24.3220 images/s [10/26 06:47:05] ppdet.engine INFO: Epoch: [209] [460/610] learning_rate: 0.062145 loss_vfl: 0.797031 loss_bbox: 0.272704 loss_dfl: 0.181876 loss: 1.258071 eta: 1 day, 6:08:19 batch_cost: 1.9299 data_cost: 0.0015 ips: 24.8720 images/s [10/26 06:47:49] ppdet.engine INFO: Epoch: [209] [480/610] learning_rate: 0.062103 loss_vfl: 0.779068 loss_bbox: 0.267279 loss_dfl: 0.180615 loss: 1.238460 eta: 1 day, 6:07:40 batch_cost: 1.9907 data_cost: 0.0011 ips: 24.1121 images/s [10/26 06:48:33] ppdet.engine INFO: Epoch: [209] [500/610] learning_rate: 0.062062 loss_vfl: 0.798540 loss_bbox: 0.285424 loss_dfl: 0.189221 loss: 1.254292 eta: 1 day, 6:07:00 batch_cost: 1.9855 data_cost: 0.0010 ips: 24.1747 images/s [10/26 06:49:16] ppdet.engine INFO: Epoch: [209] [520/610] learning_rate: 0.062020 loss_vfl: 0.784057 loss_bbox: 0.259159 loss_dfl: 0.182438 loss: 1.236294 eta: 1 day, 6:06:21 batch_cost: 1.9375 data_cost: 0.0011 ips: 24.7747 images/s [10/26 06:50:00] ppdet.engine INFO: Epoch: [209] [540/610] learning_rate: 0.061978 loss_vfl: 0.761474 loss_bbox: 0.262198 loss_dfl: 0.175863 loss: 1.222290 eta: 1 day, 6:05:41 batch_cost: 1.9455 data_cost: 0.0011 ips: 24.6724 images/s [10/26 06:50:44] ppdet.engine INFO: Epoch: [209] [560/610] learning_rate: 0.061936 loss_vfl: 0.771766 loss_bbox: 0.276032 loss_dfl: 0.183434 loss: 1.232386 eta: 1 day, 6:05:02 batch_cost: 1.9811 data_cost: 0.0012 ips: 24.2293 images/s [10/26 06:51:28] ppdet.engine INFO: Epoch: [209] [580/610] learning_rate: 0.061895 loss_vfl: 0.771466 loss_bbox: 0.264501 loss_dfl: 0.183518 loss: 1.227771 eta: 1 day, 6:04:23 batch_cost: 2.0036 data_cost: 0.0011 ips: 23.9574 images/s [10/26 06:52:10] ppdet.engine INFO: Epoch: [209] [600/610] learning_rate: 0.061853 loss_vfl: 0.781845 loss_bbox: 0.273062 loss_dfl: 0.188325 loss: 1.245128 eta: 1 day, 6:03:43 batch_cost: 1.9424 data_cost: 0.0011 ips: 24.7112 images/s [10/26 06:52:31] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/26 06:52:32] ppdet.engine INFO: Eval iter: 0 [10/26 06:53:05] ppdet.engine INFO: Eval iter: 100 [10/26 06:53:29] ppdet.engine INFO: Eval iter: 200 [10/26 06:53:53] ppdet.engine INFO: Eval iter: 300 [10/26 06:54:17] ppdet.engine INFO: Eval iter: 400 [10/26 06:54:40] ppdet.engine INFO: Eval iter: 500 [10/26 06:55:04] ppdet.engine INFO: Eval iter: 600 [10/26 06:55:23] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.66s) creating index... index created! [10/26 06:55:24] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=7.09s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=100.37s). Accumulating evaluation results... DONE (t=16.99s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.358 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.516 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.378 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.140 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.383 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.581 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 ] = 0.481 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 ] = 0.242 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.569 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752 [10/26 06:57:30] ppdet.engine INFO: Total sample number: 4952, averge FPS: 31.248905755732004 [10/26 06:57:30] ppdet.engine INFO: Best test bbox ap is 0.362. [10/26 06:57:33] ppdet.engine INFO: Epoch: [210] [ 0/610] learning_rate: 0.061832 loss_vfl: 0.787096 loss_bbox: 0.270724 loss_dfl: 0.184343 loss: 1.245128 eta: 1 day, 6:03:23 batch_cost: 1.8483 data_cost: 0.0011 ips: 25.9699 images/s [10/26 06:58:19] ppdet.engine INFO: Epoch: [210] [ 20/610] learning_rate: 0.061791 loss_vfl: 0.792410 loss_bbox: 0.260407 loss_dfl: 0.179563 loss: 1.237538 eta: 1 day, 6:02:44 batch_cost: 2.0896 data_cost: 0.0013 ips: 22.9706 images/s [10/26 06:59:03] ppdet.engine INFO: Epoch: [210] [ 40/610] learning_rate: 0.061749 loss_vfl: 0.785704 loss_bbox: 0.283871 loss_dfl: 0.183412 loss: 1.261826 eta: 1 day, 6:02:05 batch_cost: 1.9944 data_cost: 0.0011 ips: 24.0677 images/s [10/26 06:59:47] ppdet.engine INFO: Epoch: [210] [ 60/610] learning_rate: 0.061707 loss_vfl: 0.772565 loss_bbox: 0.285448 loss_dfl: 0.189421 loss: 1.260459 eta: 1 day, 6:01:26 batch_cost: 1.9985 data_cost: 0.0011 ips: 24.0180 images/s [10/26 07:00:32] ppdet.engine INFO: Epoch: [210] [ 80/610] learning_rate: 0.061666 loss_vfl: 0.767334 loss_bbox: 0.276553 loss_dfl: 0.187020 loss: 1.227705 eta: 1 day, 6:00:47 batch_cost: 2.0263 data_cost: 0.0011 ips: 23.6883 images/s [10/26 07:01:16] ppdet.engine INFO: Epoch: [210] [100/610] learning_rate: 0.061624 loss_vfl: 0.770565 loss_bbox: 0.268086 loss_dfl: 0.181311 loss: 1.204094 eta: 1 day, 6:00:07 batch_cost: 1.9656 data_cost: 0.0020 ips: 24.4204 images/s [10/26 07:02:00] ppdet.engine INFO: Epoch: [210] [120/610] learning_rate: 0.061582 loss_vfl: 0.773976 loss_bbox: 0.295899 loss_dfl: 0.190279 loss: 1.273683 eta: 1 day, 5:59:28 batch_cost: 2.0155 data_cost: 0.0015 ips: 23.8153 images/s [10/26 07:02:44] ppdet.engine INFO: Epoch: [210] [140/610] learning_rate: 0.061541 loss_vfl: 0.790439 loss_bbox: 0.266547 loss_dfl: 0.182800 loss: 1.236693 eta: 1 day, 5:58:49 batch_cost: 2.0081 data_cost: 0.0017 ips: 23.9027 images/s [10/26 07:03:29] ppdet.engine INFO: Epoch: [210] [160/610] learning_rate: 0.061499 loss_vfl: 0.775320 loss_bbox: 0.258687 loss_dfl: 0.172391 loss: 1.203251 eta: 1 day, 5:58:10 batch_cost: 2.0301 data_cost: 0.0011 ips: 23.6447 images/s [10/26 07:04:12] ppdet.engine INFO: Epoch: [210] [180/610] learning_rate: 0.061458 loss_vfl: 0.773239 loss_bbox: 0.261478 loss_dfl: 0.181493 loss: 1.213747 eta: 1 day, 5:57:31 batch_cost: 1.9503 data_cost: 0.0011 ips: 24.6112 images/s [10/26 07:04:55] ppdet.engine INFO: Epoch: [210] [200/610] learning_rate: 0.061416 loss_vfl: 0.772954 loss_bbox: 0.298093 loss_dfl: 0.194429 loss: 1.264162 eta: 1 day, 5:56:51 batch_cost: 1.9465 data_cost: 0.0011 ips: 24.6591 images/s [10/26 07:05:38] ppdet.engine INFO: Epoch: [210] [220/610] learning_rate: 0.061375 loss_vfl: 0.789520 loss_bbox: 0.257064 loss_dfl: 0.174248 loss: 1.234975 eta: 1 day, 5:56:11 batch_cost: 1.9342 data_cost: 0.0011 ips: 24.8159 images/s [10/26 07:06:22] ppdet.engine INFO: Epoch: [210] [240/610] learning_rate: 0.061333 loss_vfl: 0.764761 loss_bbox: 0.272366 loss_dfl: 0.178278 loss: 1.225213 eta: 1 day, 5:55:32 batch_cost: 1.9560 data_cost: 0.0011 ips: 24.5394 images/s [10/26 07:07:05] ppdet.engine INFO: Epoch: [210] [260/610] learning_rate: 0.061291 loss_vfl: 0.779148 loss_bbox: 0.283066 loss_dfl: 0.184827 loss: 1.233666 eta: 1 day, 5:54:52 batch_cost: 1.9775 data_cost: 0.0045 ips: 24.2726 images/s [10/26 07:07:48] ppdet.engine INFO: Epoch: [210] [280/610] learning_rate: 0.061250 loss_vfl: 0.769646 loss_bbox: 0.274579 loss_dfl: 0.185304 loss: 1.237331 eta: 1 day, 5:54:13 batch_cost: 1.9298 data_cost: 0.0011 ips: 24.8733 images/s [10/26 07:08:33] ppdet.engine INFO: Epoch: [210] [300/610] learning_rate: 0.061208 loss_vfl: 0.786554 loss_bbox: 0.271298 loss_dfl: 0.185163 loss: 1.254241 eta: 1 day, 5:53:34 batch_cost: 2.0015 data_cost: 0.0011 ips: 23.9825 images/s [10/26 07:09:17] ppdet.engine INFO: Epoch: [210] [320/610] learning_rate: 0.061167 loss_vfl: 0.796805 loss_bbox: 0.287801 loss_dfl: 0.187548 loss: 1.266237 eta: 1 day, 5:52:55 batch_cost: 2.0504 data_cost: 0.0011 ips: 23.4100 images/s [10/26 07:10:01] ppdet.engine INFO: Epoch: [210] [340/610] learning_rate: 0.061125 loss_vfl: 0.789297 loss_bbox: 0.276586 loss_dfl: 0.189494 loss: 1.243829 eta: 1 day, 5:52:16 batch_cost: 1.9884 data_cost: 0.0013 ips: 24.1401 images/s [10/26 07:10:45] ppdet.engine INFO: Epoch: [210] [360/610] learning_rate: 0.061084 loss_vfl: 0.780755 loss_bbox: 0.276471 loss_dfl: 0.187381 loss: 1.255935 eta: 1 day, 5:51:36 batch_cost: 1.9626 data_cost: 0.0011 ips: 24.4569 images/s [10/26 07:11:27] ppdet.engine INFO: Epoch: [210] [380/610] learning_rate: 0.061042 loss_vfl: 0.786774 loss_bbox: 0.284067 loss_dfl: 0.188405 loss: 1.252804 eta: 1 day, 5:50:56 batch_cost: 1.9242 data_cost: 0.0011 ips: 24.9457 images/s [10/26 07:12:11] ppdet.engine INFO: Epoch: [210] [400/610] learning_rate: 0.061001 loss_vfl: 0.774097 loss_bbox: 0.268809 loss_dfl: 0.178329 loss: 1.217843 eta: 1 day, 5:50:17 batch_cost: 1.9581 data_cost: 0.0016 ips: 24.5140 images/s [10/26 07:12:54] ppdet.engine INFO: Epoch: [210] [420/610] learning_rate: 0.060960 loss_vfl: 0.785992 loss_bbox: 0.272318 loss_dfl: 0.187594 loss: 1.243835 eta: 1 day, 5:49:37 batch_cost: 1.9875 data_cost: 0.0011 ips: 24.1508 images/s [10/26 07:13:38] ppdet.engine INFO: Epoch: [210] [440/610] learning_rate: 0.060918 loss_vfl: 0.771001 loss_bbox: 0.287059 loss_dfl: 0.191800 loss: 1.246892 eta: 1 day, 5:48:58 batch_cost: 2.0138 data_cost: 0.0011 ips: 23.8353 images/s [10/26 07:14:22] ppdet.engine INFO: Epoch: [210] [460/610] learning_rate: 0.060877 loss_vfl: 0.780585 loss_bbox: 0.261914 loss_dfl: 0.178543 loss: 1.224950 eta: 1 day, 5:48:19 batch_cost: 1.9504 data_cost: 0.0011 ips: 24.6107 images/s [10/26 07:15:06] ppdet.engine INFO: Epoch: [210] [480/610] learning_rate: 0.060835 loss_vfl: 0.791654 loss_bbox: 0.256273 loss_dfl: 0.178460 loss: 1.216264 eta: 1 day, 5:47:39 batch_cost: 1.9854 data_cost: 0.0011 ips: 24.1769 images/s [10/26 07:15:50] ppdet.engine INFO: Epoch: [210] [500/610] learning_rate: 0.060794 loss_vfl: 0.765442 loss_bbox: 0.261572 loss_dfl: 0.179772 loss: 1.223685 eta: 1 day, 5:47:00 batch_cost: 2.0216 data_cost: 0.0011 ips: 23.7435 images/s [10/26 07:16:33] ppdet.engine INFO: Epoch: [210] [520/610] learning_rate: 0.060752 loss_vfl: 0.797866 loss_bbox: 0.263487 loss_dfl: 0.179126 loss: 1.236559 eta: 1 day, 5:46:21 batch_cost: 1.9450 data_cost: 0.0061 ips: 24.6785 images/s [10/26 07:17:17] ppdet.engine INFO: Epoch: [210] [540/610] learning_rate: 0.060711 loss_vfl: 0.772344 loss_bbox: 0.262759 loss_dfl: 0.186384 loss: 1.233639 eta: 1 day, 5:45:41 batch_cost: 1.9641 data_cost: 0.0011 ips: 24.4385 images/s [10/26 07:18:00] ppdet.engine INFO: Epoch: [210] [560/610] learning_rate: 0.060670 loss_vfl: 0.810693 loss_bbox: 0.280294 loss_dfl: 0.184197 loss: 1.275131 eta: 1 day, 5:45:02 batch_cost: 1.9407 data_cost: 0.0011 ips: 24.7332 images/s [10/26 07:18:44] ppdet.engine INFO: Epoch: [210] [580/610] learning_rate: 0.060628 loss_vfl: 0.782491 loss_bbox: 0.255894 loss_dfl: 0.182849 loss: 1.234943 eta: 1 day, 5:44:22 batch_cost: 1.9742 data_cost: 0.0011 ips: 24.3137 images/s [10/26 07:19:28] ppdet.engine INFO: Epoch: [210] [600/610] learning_rate: 0.060587 loss_vfl: 0.780098 loss_bbox: 0.286673 loss_dfl: 0.195466 loss: 1.261019 eta: 1 day, 5:43:43 batch_cost: 1.9777 data_cost: 0.0011 ips: 24.2711 images/s [10/26 07:20:00] ppdet.engine INFO: Epoch: [211] [ 0/610] learning_rate: 0.060566 loss_vfl: 0.780098 loss_bbox: 0.279739 loss_dfl: 0.187680 loss: 1.250492 eta: 1 day, 5:43:27 batch_cost: 2.3384 data_cost: 0.2218 ips: 20.5265 images/s [10/26 07:20:46] ppdet.engine INFO: Epoch: [211] [ 20/610] learning_rate: 0.060525 loss_vfl: 0.775328 loss_bbox: 0.261641 loss_dfl: 0.181519 loss: 1.222074 eta: 1 day, 5:42:48 batch_cost: 2.0914 data_cost: 0.0011 ips: 22.9506 images/s [10/26 07:21:29] ppdet.engine INFO: Epoch: [211] [ 40/610] learning_rate: 0.060484 loss_vfl: 0.786226 loss_bbox: 0.271124 loss_dfl: 0.185019 loss: 1.271353 eta: 1 day, 5:42:09 batch_cost: 1.9797 data_cost: 0.0011 ips: 24.2465 images/s [10/26 07:22:13] ppdet.engine INFO: Epoch: [211] [ 60/610] learning_rate: 0.060442 loss_vfl: 0.779471 loss_bbox: 0.276400 loss_dfl: 0.181097 loss: 1.224727 eta: 1 day, 5:41:30 batch_cost: 2.0028 data_cost: 0.0011 ips: 23.9662 images/s [10/26 07:22:57] ppdet.engine INFO: Epoch: [211] [ 80/610] learning_rate: 0.060401 loss_vfl: 0.770269 loss_bbox: 0.269401 loss_dfl: 0.182818 loss: 1.224541 eta: 1 day, 5:40:50 batch_cost: 1.9911 data_cost: 0.0011 ips: 24.1076 images/s [10/26 07:23:42] ppdet.engine INFO: Epoch: [211] [100/610] learning_rate: 0.060360 loss_vfl: 0.778259 loss_bbox: 0.250748 loss_dfl: 0.172591 loss: 1.219692 eta: 1 day, 5:40:11 batch_cost: 1.9664 data_cost: 0.0010 ips: 24.4102 images/s [10/26 07:24:26] ppdet.engine INFO: Epoch: [211] [120/610] learning_rate: 0.060318 loss_vfl: 0.785672 loss_bbox: 0.254502 loss_dfl: 0.185242 loss: 1.214397 eta: 1 day, 5:39:32 batch_cost: 1.9881 data_cost: 0.0011 ips: 24.1435 images/s [10/26 07:25:09] ppdet.engine INFO: Epoch: [211] [140/610] learning_rate: 0.060277 loss_vfl: 0.784054 loss_bbox: 0.313074 loss_dfl: 0.200215 loss: 1.286182 eta: 1 day, 5:38:52 batch_cost: 1.9455 data_cost: 0.0011 ips: 24.6721 images/s [10/26 07:25:54] ppdet.engine INFO: Epoch: [211] [160/610] learning_rate: 0.060236 loss_vfl: 0.779448 loss_bbox: 0.271536 loss_dfl: 0.182485 loss: 1.239472 eta: 1 day, 5:38:13 batch_cost: 2.0139 data_cost: 0.0011 ips: 23.8341 images/s [10/26 07:26:37] ppdet.engine INFO: Epoch: [211] [180/610] learning_rate: 0.060195 loss_vfl: 0.766044 loss_bbox: 0.268952 loss_dfl: 0.180855 loss: 1.221870 eta: 1 day, 5:37:34 batch_cost: 1.9604 data_cost: 0.0011 ips: 24.4847 images/s [10/26 07:27:21] ppdet.engine INFO: Epoch: [211] [200/610] learning_rate: 0.060153 loss_vfl: 0.799176 loss_bbox: 0.260238 loss_dfl: 0.182237 loss: 1.252772 eta: 1 day, 5:36:54 batch_cost: 2.0094 data_cost: 0.0017 ips: 23.8880 images/s [10/26 07:28:06] ppdet.engine INFO: Epoch: [211] [220/610] learning_rate: 0.060112 loss_vfl: 0.789648 loss_bbox: 0.276036 loss_dfl: 0.184698 loss: 1.251388 eta: 1 day, 5:36:15 batch_cost: 2.0226 data_cost: 0.0017 ips: 23.7322 images/s [10/26 07:28:50] ppdet.engine INFO: Epoch: [211] [240/610] learning_rate: 0.060071 loss_vfl: 0.764416 loss_bbox: 0.280611 loss_dfl: 0.182633 loss: 1.247153 eta: 1 day, 5:35:36 batch_cost: 2.0174 data_cost: 0.0011 ips: 23.7936 images/s [10/26 07:29:35] ppdet.engine INFO: Epoch: [211] [260/610] learning_rate: 0.060030 loss_vfl: 0.775903 loss_bbox: 0.258307 loss_dfl: 0.175339 loss: 1.197559 eta: 1 day, 5:34:57 batch_cost: 2.0192 data_cost: 0.0011 ips: 23.7715 images/s [10/26 07:30:18] ppdet.engine INFO: Epoch: [211] [280/610] learning_rate: 0.059988 loss_vfl: 0.774545 loss_bbox: 0.265779 loss_dfl: 0.177103 loss: 1.219012 eta: 1 day, 5:34:18 batch_cost: 1.9800 data_cost: 0.0011 ips: 24.2420 images/s [10/26 07:31:02] ppdet.engine INFO: Epoch: [211] [300/610] learning_rate: 0.059947 loss_vfl: 0.782930 loss_bbox: 0.292204 loss_dfl: 0.184251 loss: 1.265917 eta: 1 day, 5:33:38 batch_cost: 1.9554 data_cost: 0.0011 ips: 24.5480 images/s [10/26 07:31:46] ppdet.engine INFO: Epoch: [211] [320/610] learning_rate: 0.059906 loss_vfl: 0.789060 loss_bbox: 0.291326 loss_dfl: 0.190549 loss: 1.268907 eta: 1 day, 5:32:59 batch_cost: 1.9724 data_cost: 0.0011 ips: 24.3363 images/s [10/26 07:32:30] ppdet.engine INFO: Epoch: [211] [340/610] learning_rate: 0.059865 loss_vfl: 0.785644 loss_bbox: 0.273182 loss_dfl: 0.184175 loss: 1.234330 eta: 1 day, 5:32:20 batch_cost: 2.0073 data_cost: 0.0011 ips: 23.9129 images/s [10/26 07:33:14] ppdet.engine INFO: Epoch: [211] [360/610] learning_rate: 0.059824 loss_vfl: 0.781636 loss_bbox: 0.269889 loss_dfl: 0.184070 loss: 1.235269 eta: 1 day, 5:31:41 batch_cost: 2.0036 data_cost: 0.0011 ips: 23.9568 images/s [10/26 07:33:59] ppdet.engine INFO: Epoch: [211] [380/610] learning_rate: 0.059783 loss_vfl: 0.779931 loss_bbox: 0.265439 loss_dfl: 0.175528 loss: 1.234349 eta: 1 day, 5:31:02 batch_cost: 2.0221 data_cost: 0.0011 ips: 23.7380 images/s [10/26 07:34:42] ppdet.engine INFO: Epoch: [211] [400/610] learning_rate: 0.059741 loss_vfl: 0.756493 loss_bbox: 0.277673 loss_dfl: 0.187570 loss: 1.209254 eta: 1 day, 5:30:22 batch_cost: 1.9781 data_cost: 0.0011 ips: 24.2656 images/s [10/26 07:35:26] ppdet.engine INFO: Epoch: [211] [420/610] learning_rate: 0.059700 loss_vfl: 0.780931 loss_bbox: 0.273564 loss_dfl: 0.193103 loss: 1.246491 eta: 1 day, 5:29:43 batch_cost: 1.9828 data_cost: 0.0011 ips: 24.2088 images/s [10/26 07:36:10] ppdet.engine INFO: Epoch: [211] [440/610] learning_rate: 0.059659 loss_vfl: 0.776670 loss_bbox: 0.281550 loss_dfl: 0.179397 loss: 1.242476 eta: 1 day, 5:29:04 batch_cost: 2.0033 data_cost: 0.0011 ips: 23.9607 images/s [10/26 07:36:53] ppdet.engine INFO: Epoch: [211] [460/610] learning_rate: 0.059618 loss_vfl: 0.803577 loss_bbox: 0.270368 loss_dfl: 0.185135 loss: 1.276306 eta: 1 day, 5:28:24 batch_cost: 1.9329 data_cost: 0.0012 ips: 24.8335 images/s [10/26 07:37:37] ppdet.engine INFO: Epoch: [211] [480/610] learning_rate: 0.059577 loss_vfl: 0.776183 loss_bbox: 0.279726 loss_dfl: 0.187524 loss: 1.249228 eta: 1 day, 5:27:45 batch_cost: 2.0016 data_cost: 0.0015 ips: 23.9809 images/s [10/26 07:38:22] ppdet.engine INFO: Epoch: [211] [500/610] learning_rate: 0.059536 loss_vfl: 0.794179 loss_bbox: 0.266231 loss_dfl: 0.186906 loss: 1.233071 eta: 1 day, 5:27:06 batch_cost: 2.0248 data_cost: 0.0012 ips: 23.7057 images/s [10/26 07:39:05] ppdet.engine INFO: Epoch: [211] [520/610] learning_rate: 0.059495 loss_vfl: 0.762525 loss_bbox: 0.283371 loss_dfl: 0.186378 loss: 1.238913 eta: 1 day, 5:26:26 batch_cost: 1.9090 data_cost: 0.0011 ips: 25.1443 images/s [10/26 07:39:49] ppdet.engine INFO: Epoch: [211] [540/610] learning_rate: 0.059454 loss_vfl: 0.783411 loss_bbox: 0.267469 loss_dfl: 0.180468 loss: 1.236501 eta: 1 day, 5:25:47 batch_cost: 2.0029 data_cost: 0.0011 ips: 23.9649 images/s [10/26 07:40:34] ppdet.engine INFO: Epoch: [211] [560/610] learning_rate: 0.059413 loss_vfl: 0.785895 loss_bbox: 0.272820 loss_dfl: 0.182653 loss: 1.251144 eta: 1 day, 5:25:08 batch_cost: 2.0403 data_cost: 0.0012 ips: 23.5261 images/s [10/26 07:41:18] ppdet.engine INFO: Epoch: [211] [580/610] learning_rate: 0.059372 loss_vfl: 0.787644 loss_bbox: 0.262986 loss_dfl: 0.185521 loss: 1.256016 eta: 1 day, 5:24:29 batch_cost: 1.9880 data_cost: 0.0011 ips: 24.1450 images/s [10/26 07:42:00] ppdet.engine INFO: Epoch: [211] [600/610] learning_rate: 0.059331 loss_vfl: 0.808668 loss_bbox: 0.266078 loss_dfl: 0.181496 loss: 1.256280 eta: 1 day, 5:23:49 batch_cost: 1.9272 data_cost: 0.0012 ips: 24.9066 images/s [10/26 07:42:33] ppdet.engine INFO: Epoch: [212] [ 0/610] learning_rate: 0.059310 loss_vfl: 0.791135 loss_bbox: 0.277645 loss_dfl: 0.185231 loss: 1.253189 eta: 1 day, 5:23:33 batch_cost: 2.3428 data_cost: 0.2091 ips: 20.4883 images/s [10/26 07:43:18] ppdet.engine INFO: Epoch: [212] [ 20/610] learning_rate: 0.059269 loss_vfl: 0.772226 loss_bbox: 0.270941 loss_dfl: 0.175951 loss: 1.226900 eta: 1 day, 5:22:54 batch_cost: 2.0068 data_cost: 0.0011 ips: 23.9191 images/s [10/26 07:44:02] ppdet.engine INFO: Epoch: [212] [ 40/610] learning_rate: 0.059228 loss_vfl: 0.756240 loss_bbox: 0.273828 loss_dfl: 0.185812 loss: 1.237497 eta: 1 day, 5:22:14 batch_cost: 1.9409 data_cost: 0.0011 ips: 24.7302 images/s [10/26 07:44:47] ppdet.engine INFO: Epoch: [212] [ 60/610] learning_rate: 0.059187 loss_vfl: 0.787326 loss_bbox: 0.265636 loss_dfl: 0.186955 loss: 1.250138 eta: 1 day, 5:21:35 batch_cost: 1.9797 data_cost: 0.0011 ips: 24.2465 images/s [10/26 07:45:30] ppdet.engine INFO: Epoch: [212] [ 80/610] learning_rate: 0.059146 loss_vfl: 0.790481 loss_bbox: 0.258108 loss_dfl: 0.176524 loss: 1.228226 eta: 1 day, 5:20:55 batch_cost: 1.9667 data_cost: 0.0011 ips: 24.4061 images/s [10/26 07:46:15] ppdet.engine INFO: Epoch: [212] [100/610] learning_rate: 0.059105 loss_vfl: 0.764674 loss_bbox: 0.272164 loss_dfl: 0.182542 loss: 1.223383 eta: 1 day, 5:20:16 batch_cost: 2.0192 data_cost: 0.0013 ips: 23.7722 images/s [10/26 07:47:00] ppdet.engine INFO: Epoch: [212] [120/610] learning_rate: 0.059064 loss_vfl: 0.777574 loss_bbox: 0.278016 loss_dfl: 0.178516 loss: 1.227057 eta: 1 day, 5:19:37 batch_cost: 2.0286 data_cost: 0.0012 ips: 23.6615 images/s [10/26 07:47:44] ppdet.engine INFO: Epoch: [212] [140/610] learning_rate: 0.059023 loss_vfl: 0.778354 loss_bbox: 0.271641 loss_dfl: 0.184589 loss: 1.237009 eta: 1 day, 5:18:58 batch_cost: 1.9802 data_cost: 0.0011 ips: 24.2403 images/s [10/26 07:48:27] ppdet.engine INFO: Epoch: [212] [160/610] learning_rate: 0.058982 loss_vfl: 0.781010 loss_bbox: 0.297944 loss_dfl: 0.195018 loss: 1.285170 eta: 1 day, 5:18:18 batch_cost: 1.9534 data_cost: 0.0011 ips: 24.5725 images/s [10/26 07:49:11] ppdet.engine INFO: Epoch: [212] [180/610] learning_rate: 0.058941 loss_vfl: 0.785738 loss_bbox: 0.296606 loss_dfl: 0.196288 loss: 1.262077 eta: 1 day, 5:17:39 batch_cost: 1.9816 data_cost: 0.0011 ips: 24.2227 images/s [10/26 07:49:55] ppdet.engine INFO: Epoch: [212] [200/610] learning_rate: 0.058900 loss_vfl: 0.781378 loss_bbox: 0.256840 loss_dfl: 0.175496 loss: 1.222054 eta: 1 day, 5:17:00 batch_cost: 2.0100 data_cost: 0.0014 ips: 23.8804 images/s [10/26 07:50:38] ppdet.engine INFO: Epoch: [212] [220/610] learning_rate: 0.058860 loss_vfl: 0.776022 loss_bbox: 0.284543 loss_dfl: 0.183593 loss: 1.244291 eta: 1 day, 5:16:20 batch_cost: 1.9315 data_cost: 0.0011 ips: 24.8512 images/s [10/26 07:51:22] ppdet.engine INFO: Epoch: [212] [240/610] learning_rate: 0.058819 loss_vfl: 0.796725 loss_bbox: 0.267464 loss_dfl: 0.181712 loss: 1.227149 eta: 1 day, 5:15:41 batch_cost: 1.9730 data_cost: 0.0011 ips: 24.3289 images/s [10/26 07:52:06] ppdet.engine INFO: Epoch: [212] [260/610] learning_rate: 0.058778 loss_vfl: 0.784293 loss_bbox: 0.274504 loss_dfl: 0.184055 loss: 1.250015 eta: 1 day, 5:15:02 batch_cost: 1.9807 data_cost: 0.0011 ips: 24.2344 images/s [10/26 07:52:50] ppdet.engine INFO: Epoch: [212] [280/610] learning_rate: 0.058737 loss_vfl: 0.781332 loss_bbox: 0.246856 loss_dfl: 0.177937 loss: 1.217867 eta: 1 day, 5:14:22 batch_cost: 2.0052 data_cost: 0.0010 ips: 23.9373 images/s [10/26 07:53:34] ppdet.engine INFO: Epoch: [212] [300/610] learning_rate: 0.058696 loss_vfl: 0.786675 loss_bbox: 0.277971 loss_dfl: 0.179236 loss: 1.247636 eta: 1 day, 5:13:43 batch_cost: 2.0115 data_cost: 0.0011 ips: 23.8622 images/s [10/26 07:54:20] ppdet.engine INFO: Epoch: [212] [320/610] learning_rate: 0.058655 loss_vfl: 0.789658 loss_bbox: 0.267365 loss_dfl: 0.175887 loss: 1.248326 eta: 1 day, 5:13:05 batch_cost: 2.0685 data_cost: 0.0011 ips: 23.2055 images/s [10/26 07:55:03] ppdet.engine INFO: Epoch: [212] [340/610] learning_rate: 0.058614 loss_vfl: 0.791189 loss_bbox: 0.281483 loss_dfl: 0.183920 loss: 1.260778 eta: 1 day, 5:12:25 batch_cost: 1.9655 data_cost: 0.0011 ips: 24.4214 images/s [10/26 07:55:46] ppdet.engine INFO: Epoch: [212] [360/610] learning_rate: 0.058573 loss_vfl: 0.782534 loss_bbox: 0.272557 loss_dfl: 0.178912 loss: 1.256844 eta: 1 day, 5:11:46 batch_cost: 1.9654 data_cost: 0.0011 ips: 24.4228 images/s [10/26 07:56:31] ppdet.engine INFO: Epoch: [212] [380/610] learning_rate: 0.058533 loss_vfl: 0.775582 loss_bbox: 0.296772 loss_dfl: 0.191301 loss: 1.282300 eta: 1 day, 5:11:07 batch_cost: 2.0275 data_cost: 0.0011 ips: 23.6740 images/s [10/26 07:57:15] ppdet.engine INFO: Epoch: [212] [400/610] learning_rate: 0.058492 loss_vfl: 0.770058 loss_bbox: 0.267842 loss_dfl: 0.178929 loss: 1.232405 eta: 1 day, 5:10:27 batch_cost: 1.9707 data_cost: 0.0050 ips: 24.3573 images/s [10/26 07:57:59] ppdet.engine INFO: Epoch: [212] [420/610] learning_rate: 0.058451 loss_vfl: 0.765130 loss_bbox: 0.269407 loss_dfl: 0.183675 loss: 1.234202 eta: 1 day, 5:09:48 batch_cost: 1.9892 data_cost: 0.0012 ips: 24.1302 images/s [10/26 07:58:42] ppdet.engine INFO: Epoch: [212] [440/610] learning_rate: 0.058410 loss_vfl: 0.779896 loss_bbox: 0.278500 loss_dfl: 0.189514 loss: 1.264704 eta: 1 day, 5:09:08 batch_cost: 1.9478 data_cost: 0.0011 ips: 24.6435 images/s [10/26 07:59:26] ppdet.engine INFO: Epoch: [212] [460/610] learning_rate: 0.058369 loss_vfl: 0.777153 loss_bbox: 0.280614 loss_dfl: 0.188858 loss: 1.243079 eta: 1 day, 5:08:29 batch_cost: 1.9953 data_cost: 0.0010 ips: 24.0566 images/s [10/26 08:00:09] ppdet.engine INFO: Epoch: [212] [480/610] learning_rate: 0.058329 loss_vfl: 0.791980 loss_bbox: 0.271210 loss_dfl: 0.181072 loss: 1.248448 eta: 1 day, 5:07:50 batch_cost: 1.9632 data_cost: 0.0011 ips: 24.4502 images/s [10/26 08:00:54] ppdet.engine INFO: Epoch: [212] [500/610] learning_rate: 0.058288 loss_vfl: 0.785011 loss_bbox: 0.266441 loss_dfl: 0.185761 loss: 1.241400 eta: 1 day, 5:07:10 batch_cost: 1.9767 data_cost: 0.0011 ips: 24.2831 images/s [10/26 08:01:37] ppdet.engine INFO: Epoch: [212] [520/610] learning_rate: 0.058247 loss_vfl: 0.785020 loss_bbox: 0.285702 loss_dfl: 0.185812 loss: 1.247722 eta: 1 day, 5:06:31 batch_cost: 1.9824 data_cost: 0.0013 ips: 24.2128 images/s [10/26 08:02:22] ppdet.engine INFO: Epoch: [212] [540/610] learning_rate: 0.058206 loss_vfl: 0.772722 loss_bbox: 0.278341 loss_dfl: 0.186472 loss: 1.229622 eta: 1 day, 5:05:52 batch_cost: 2.0147 data_cost: 0.0034 ips: 23.8254 images/s [10/26 08:03:07] ppdet.engine INFO: Epoch: [212] [560/610] learning_rate: 0.058166 loss_vfl: 0.784815 loss_bbox: 0.275262 loss_dfl: 0.187037 loss: 1.251171 eta: 1 day, 5:05:13 batch_cost: 2.0154 data_cost: 0.0012 ips: 23.8164 images/s [10/26 08:03:51] ppdet.engine INFO: Epoch: [212] [580/610] learning_rate: 0.058125 loss_vfl: 0.781809 loss_bbox: 0.266291 loss_dfl: 0.178573 loss: 1.222847 eta: 1 day, 5:04:34 batch_cost: 1.9934 data_cost: 0.0021 ips: 24.0796 images/s [10/26 08:04:33] ppdet.engine INFO: Epoch: [212] [600/610] learning_rate: 0.058084 loss_vfl: 0.768834 loss_bbox: 0.249057 loss_dfl: 0.177250 loss: 1.198427 eta: 1 day, 5:03:54 batch_cost: 1.9192 data_cost: 0.0012 ips: 25.0100 images/s [10/26 08:05:05] ppdet.engine INFO: Epoch: [213] [ 0/610] learning_rate: 0.058064 loss_vfl: 0.773342 loss_bbox: 0.260373 loss_dfl: 0.177995 loss: 1.187570 eta: 1 day, 5:03:37 batch_cost: 2.3162 data_cost: 0.2219 ips: 20.7239 images/s [10/26 08:05:48] ppdet.engine INFO: Epoch: [213] [ 20/610] learning_rate: 0.058023 loss_vfl: 0.776947 loss_bbox: 0.277077 loss_dfl: 0.175652 loss: 1.212320 eta: 1 day, 5:02:58 batch_cost: 1.9530 data_cost: 0.0012 ips: 24.5776 images/s [10/26 08:06:32] ppdet.engine INFO: Epoch: [213] [ 40/610] learning_rate: 0.057983 loss_vfl: 0.759780 loss_bbox: 0.288601 loss_dfl: 0.185685 loss: 1.249423 eta: 1 day, 5:02:18 batch_cost: 1.9726 data_cost: 0.0017 ips: 24.3328 images/s [10/26 08:07:16] ppdet.engine INFO: Epoch: [213] [ 60/610] learning_rate: 0.057942 loss_vfl: 0.773857 loss_bbox: 0.299835 loss_dfl: 0.186173 loss: 1.263890 eta: 1 day, 5:01:39 batch_cost: 1.9913 data_cost: 0.0012 ips: 24.1050 images/s [10/26 08:08:01] ppdet.engine INFO: Epoch: [213] [ 80/610] learning_rate: 0.057901 loss_vfl: 0.751820 loss_bbox: 0.264599 loss_dfl: 0.178351 loss: 1.190697 eta: 1 day, 5:01:00 batch_cost: 2.0093 data_cost: 0.0011 ips: 23.8893 images/s [10/26 08:08:45] ppdet.engine INFO: Epoch: [213] [100/610] learning_rate: 0.057861 loss_vfl: 0.757900 loss_bbox: 0.285014 loss_dfl: 0.184148 loss: 1.219653 eta: 1 day, 5:00:21 batch_cost: 2.0077 data_cost: 0.0011 ips: 23.9077 images/s [10/26 08:09:30] ppdet.engine INFO: Epoch: [213] [120/610] learning_rate: 0.057820 loss_vfl: 0.778562 loss_bbox: 0.264867 loss_dfl: 0.176738 loss: 1.244796 eta: 1 day, 4:59:42 batch_cost: 2.0153 data_cost: 0.0012 ips: 23.8181 images/s [10/26 08:10:15] ppdet.engine INFO: Epoch: [213] [140/610] learning_rate: 0.057779 loss_vfl: 0.768665 loss_bbox: 0.246399 loss_dfl: 0.174400 loss: 1.194427 eta: 1 day, 4:59:02 batch_cost: 1.9889 data_cost: 0.0011 ips: 24.1344 images/s [10/26 08:10:59] ppdet.engine INFO: Epoch: [213] [160/610] learning_rate: 0.057739 loss_vfl: 0.774813 loss_bbox: 0.279080 loss_dfl: 0.180894 loss: 1.233593 eta: 1 day, 4:58:23 batch_cost: 2.0096 data_cost: 0.0012 ips: 23.8856 images/s [10/26 08:11:43] ppdet.engine INFO: Epoch: [213] [180/610] learning_rate: 0.057698 loss_vfl: 0.768733 loss_bbox: 0.288380 loss_dfl: 0.193719 loss: 1.256127 eta: 1 day, 4:57:44 batch_cost: 1.9834 data_cost: 0.0020 ips: 24.2008 images/s [10/26 08:12:27] ppdet.engine INFO: Epoch: [213] [200/610] learning_rate: 0.057658 loss_vfl: 0.789378 loss_bbox: 0.305611 loss_dfl: 0.197455 loss: 1.312376 eta: 1 day, 4:57:04 batch_cost: 1.9542 data_cost: 0.0011 ips: 24.5628 images/s [10/26 08:13:10] ppdet.engine INFO: Epoch: [213] [220/610] learning_rate: 0.057617 loss_vfl: 0.785309 loss_bbox: 0.276368 loss_dfl: 0.187368 loss: 1.253637 eta: 1 day, 4:56:25 batch_cost: 1.9455 data_cost: 0.0017 ips: 24.6720 images/s [10/26 08:13:54] ppdet.engine INFO: Epoch: [213] [240/610] learning_rate: 0.057576 loss_vfl: 0.777329 loss_bbox: 0.273713 loss_dfl: 0.184695 loss: 1.239382 eta: 1 day, 4:55:46 batch_cost: 1.9932 data_cost: 0.0013 ips: 24.0820 images/s [10/26 08:14:38] ppdet.engine INFO: Epoch: [213] [260/610] learning_rate: 0.057536 loss_vfl: 0.794773 loss_bbox: 0.287585 loss_dfl: 0.194206 loss: 1.275680 eta: 1 day, 4:55:06 batch_cost: 1.9529 data_cost: 0.0013 ips: 24.5786 images/s [10/26 08:15:21] ppdet.engine INFO: Epoch: [213] [280/610] learning_rate: 0.057495 loss_vfl: 0.794257 loss_bbox: 0.280973 loss_dfl: 0.188492 loss: 1.278008 eta: 1 day, 4:54:26 batch_cost: 1.9493 data_cost: 0.0017 ips: 24.6244 images/s [10/26 08:16:04] ppdet.engine INFO: Epoch: [213] [300/610] learning_rate: 0.057455 loss_vfl: 0.775314 loss_bbox: 0.270916 loss_dfl: 0.187783 loss: 1.234208 eta: 1 day, 4:53:47 batch_cost: 1.9759 data_cost: 0.0017 ips: 24.2929 images/s [10/26 08:16:49] ppdet.engine INFO: Epoch: [213] [320/610] learning_rate: 0.057414 loss_vfl: 0.783757 loss_bbox: 0.276948 loss_dfl: 0.187761 loss: 1.252084 eta: 1 day, 4:53:08 batch_cost: 1.9866 data_cost: 0.0011 ips: 24.1614 images/s [10/26 08:17:33] ppdet.engine INFO: Epoch: [213] [340/610] learning_rate: 0.057374 loss_vfl: 0.769298 loss_bbox: 0.290866 loss_dfl: 0.185363 loss: 1.229780 eta: 1 day, 4:52:28 batch_cost: 1.9825 data_cost: 0.0011 ips: 24.2121 images/s [10/26 08:18:17] ppdet.engine INFO: Epoch: [213] [360/610] learning_rate: 0.057333 loss_vfl: 0.757474 loss_bbox: 0.286892 loss_dfl: 0.196351 loss: 1.235808 eta: 1 day, 4:51:49 batch_cost: 1.9832 data_cost: 0.0011 ips: 24.2037 images/s [10/26 08:19:02] ppdet.engine INFO: Epoch: [213] [380/610] learning_rate: 0.057293 loss_vfl: 0.777756 loss_bbox: 0.287099 loss_dfl: 0.190978 loss: 1.262928 eta: 1 day, 4:51:10 batch_cost: 2.0007 data_cost: 0.0011 ips: 23.9911 images/s [10/26 08:19:46] ppdet.engine INFO: Epoch: [213] [400/610] learning_rate: 0.057252 loss_vfl: 0.769483 loss_bbox: 0.274593 loss_dfl: 0.183845 loss: 1.231717 eta: 1 day, 4:50:31 batch_cost: 2.0065 data_cost: 0.0012 ips: 23.9221 images/s [10/26 08:20:30] ppdet.engine INFO: Epoch: [213] [420/610] learning_rate: 0.057212 loss_vfl: 0.771555 loss_bbox: 0.277164 loss_dfl: 0.179381 loss: 1.238730 eta: 1 day, 4:49:51 batch_cost: 1.9854 data_cost: 0.0017 ips: 24.1761 images/s [10/26 08:21:14] ppdet.engine INFO: Epoch: [213] [440/610] learning_rate: 0.057171 loss_vfl: 0.778726 loss_bbox: 0.274003 loss_dfl: 0.188438 loss: 1.243989 eta: 1 day, 4:49:12 batch_cost: 1.9511 data_cost: 0.0011 ips: 24.6014 images/s [10/26 08:21:58] ppdet.engine INFO: Epoch: [213] [460/610] learning_rate: 0.057131 loss_vfl: 0.795966 loss_bbox: 0.253164 loss_dfl: 0.171569 loss: 1.227885 eta: 1 day, 4:48:33 batch_cost: 2.0009 data_cost: 0.0012 ips: 23.9886 images/s [10/26 08:22:42] ppdet.engine INFO: Epoch: [213] [480/610] learning_rate: 0.057090 loss_vfl: 0.782382 loss_bbox: 0.257414 loss_dfl: 0.187710 loss: 1.242317 eta: 1 day, 4:47:53 batch_cost: 1.9521 data_cost: 0.0011 ips: 24.5891 images/s [10/26 08:23:27] ppdet.engine INFO: Epoch: [213] [500/610] learning_rate: 0.057050 loss_vfl: 0.785908 loss_bbox: 0.263656 loss_dfl: 0.177007 loss: 1.220004 eta: 1 day, 4:47:14 batch_cost: 2.0062 data_cost: 0.0012 ips: 23.9256 images/s [10/26 08:24:10] ppdet.engine INFO: Epoch: [213] [520/610] learning_rate: 0.057010 loss_vfl: 0.763370 loss_bbox: 0.275555 loss_dfl: 0.183421 loss: 1.254127 eta: 1 day, 4:46:35 batch_cost: 1.9812 data_cost: 0.0012 ips: 24.2274 images/s [10/26 08:24:55] ppdet.engine INFO: Epoch: [213] [540/610] learning_rate: 0.056969 loss_vfl: 0.788270 loss_bbox: 0.285719 loss_dfl: 0.187307 loss: 1.267002 eta: 1 day, 4:45:55 batch_cost: 1.9923 data_cost: 0.0017 ips: 24.0932 images/s [10/26 08:25:39] ppdet.engine INFO: Epoch: [213] [560/610] learning_rate: 0.056929 loss_vfl: 0.800140 loss_bbox: 0.282215 loss_dfl: 0.191881 loss: 1.278494 eta: 1 day, 4:45:16 batch_cost: 1.9774 data_cost: 0.0021 ips: 24.2739 images/s [10/26 08:26:23] ppdet.engine INFO: Epoch: [213] [580/610] learning_rate: 0.056888 loss_vfl: 0.799875 loss_bbox: 0.283856 loss_dfl: 0.193726 loss: 1.293036 eta: 1 day, 4:44:37 batch_cost: 2.0145 data_cost: 0.0012 ips: 23.8272 images/s [10/26 08:27:06] ppdet.engine INFO: Epoch: [213] [600/610] learning_rate: 0.056848 loss_vfl: 0.786288 loss_bbox: 0.272016 loss_dfl: 0.187548 loss: 1.260536 eta: 1 day, 4:43:57 batch_cost: 1.9569 data_cost: 0.0023 ips: 24.5289 images/s [10/26 08:27:41] ppdet.engine INFO: Epoch: [214] [ 0/610] learning_rate: 0.056828 loss_vfl: 0.786288 loss_bbox: 0.280781 loss_dfl: 0.189901 loss: 1.245774 eta: 1 day, 4:43:42 batch_cost: 2.4318 data_cost: 0.3581 ips: 19.7389 images/s [10/26 08:28:27] ppdet.engine INFO: Epoch: [214] [ 20/610] learning_rate: 0.056787 loss_vfl: 0.785999 loss_bbox: 0.279200 loss_dfl: 0.183396 loss: 1.249832 eta: 1 day, 4:43:03 batch_cost: 2.0912 data_cost: 0.0015 ips: 22.9533 images/s [10/26 08:29:12] ppdet.engine INFO: Epoch: [214] [ 40/610] learning_rate: 0.056747 loss_vfl: 0.774150 loss_bbox: 0.285799 loss_dfl: 0.182202 loss: 1.250748 eta: 1 day, 4:42:24 batch_cost: 2.0538 data_cost: 0.0011 ips: 23.3716 images/s [10/26 08:29:55] ppdet.engine INFO: Epoch: [214] [ 60/610] learning_rate: 0.056707 loss_vfl: 0.775497 loss_bbox: 0.293079 loss_dfl: 0.195210 loss: 1.270805 eta: 1 day, 4:41:45 batch_cost: 1.9420 data_cost: 0.0011 ips: 24.7162 images/s [10/26 08:30:40] ppdet.engine INFO: Epoch: [214] [ 80/610] learning_rate: 0.056666 loss_vfl: 0.771634 loss_bbox: 0.292542 loss_dfl: 0.195245 loss: 1.265301 eta: 1 day, 4:41:06 batch_cost: 2.0197 data_cost: 0.0011 ips: 23.7661 images/s [10/26 08:31:24] ppdet.engine INFO: Epoch: [214] [100/610] learning_rate: 0.056626 loss_vfl: 0.792242 loss_bbox: 0.273948 loss_dfl: 0.182925 loss: 1.255022 eta: 1 day, 4:40:27 batch_cost: 2.0364 data_cost: 0.0011 ips: 23.5706 images/s [10/26 08:32:07] ppdet.engine INFO: Epoch: [214] [120/610] learning_rate: 0.056586 loss_vfl: 0.771904 loss_bbox: 0.273357 loss_dfl: 0.177929 loss: 1.224050 eta: 1 day, 4:39:47 batch_cost: 1.9507 data_cost: 0.0011 ips: 24.6070 images/s [10/26 08:32:51] ppdet.engine INFO: Epoch: [214] [140/610] learning_rate: 0.056546 loss_vfl: 0.779669 loss_bbox: 0.276869 loss_dfl: 0.185693 loss: 1.249097 eta: 1 day, 4:39:08 batch_cost: 2.0084 data_cost: 0.0011 ips: 23.8999 images/s [10/26 08:33:35] ppdet.engine INFO: Epoch: [214] [160/610] learning_rate: 0.056505 loss_vfl: 0.775752 loss_bbox: 0.272801 loss_dfl: 0.185355 loss: 1.237139 eta: 1 day, 4:38:29 batch_cost: 1.9632 data_cost: 0.0011 ips: 24.4494 images/s [10/26 08:34:18] ppdet.engine INFO: Epoch: [214] [180/610] learning_rate: 0.056465 loss_vfl: 0.775223 loss_bbox: 0.284010 loss_dfl: 0.192146 loss: 1.261717 eta: 1 day, 4:37:49 batch_cost: 1.9439 data_cost: 0.0011 ips: 24.6925 images/s [10/26 08:35:01] ppdet.engine INFO: Epoch: [214] [200/610] learning_rate: 0.056425 loss_vfl: 0.761295 loss_bbox: 0.277518 loss_dfl: 0.183144 loss: 1.246220 eta: 1 day, 4:37:09 batch_cost: 1.9362 data_cost: 0.0011 ips: 24.7912 images/s [10/26 08:35:45] ppdet.engine INFO: Epoch: [214] [220/610] learning_rate: 0.056385 loss_vfl: 0.770852 loss_bbox: 0.282617 loss_dfl: 0.184332 loss: 1.247704 eta: 1 day, 4:36:30 batch_cost: 1.9853 data_cost: 0.0011 ips: 24.1773 images/s [10/26 08:36:29] ppdet.engine INFO: Epoch: [214] [240/610] learning_rate: 0.056344 loss_vfl: 0.768338 loss_bbox: 0.269138 loss_dfl: 0.177284 loss: 1.206986 eta: 1 day, 4:35:51 batch_cost: 2.0362 data_cost: 0.0012 ips: 23.5729 images/s [10/26 08:37:13] ppdet.engine INFO: Epoch: [214] [260/610] learning_rate: 0.056304 loss_vfl: 0.789576 loss_bbox: 0.274751 loss_dfl: 0.178657 loss: 1.240973 eta: 1 day, 4:35:11 batch_cost: 1.9516 data_cost: 0.0011 ips: 24.5947 images/s [10/26 08:37:56] ppdet.engine INFO: Epoch: [214] [280/610] learning_rate: 0.056264 loss_vfl: 0.775024 loss_bbox: 0.277879 loss_dfl: 0.187841 loss: 1.234579 eta: 1 day, 4:34:32 batch_cost: 1.9800 data_cost: 0.0011 ips: 24.2430 images/s [10/26 08:38:41] ppdet.engine INFO: Epoch: [214] [300/610] learning_rate: 0.056224 loss_vfl: 0.778824 loss_bbox: 0.267869 loss_dfl: 0.181454 loss: 1.238531 eta: 1 day, 4:33:53 batch_cost: 2.0146 data_cost: 0.0011 ips: 23.8260 images/s [10/26 08:39:25] ppdet.engine INFO: Epoch: [214] [320/610] learning_rate: 0.056183 loss_vfl: 0.763137 loss_bbox: 0.267074 loss_dfl: 0.181053 loss: 1.226164 eta: 1 day, 4:33:14 batch_cost: 1.9949 data_cost: 0.0011 ips: 24.0617 images/s [10/26 08:40:09] ppdet.engine INFO: Epoch: [214] [340/610] learning_rate: 0.056143 loss_vfl: 0.768087 loss_bbox: 0.275848 loss_dfl: 0.188577 loss: 1.222787 eta: 1 day, 4:32:34 batch_cost: 1.9973 data_cost: 0.0011 ips: 24.0323 images/s [10/26 08:40:53] ppdet.engine INFO: Epoch: [214] [360/610] learning_rate: 0.056103 loss_vfl: 0.787663 loss_bbox: 0.264890 loss_dfl: 0.174843 loss: 1.233943 eta: 1 day, 4:31:55 batch_cost: 2.0058 data_cost: 0.0011 ips: 23.9308 images/s [10/26 08:41:37] ppdet.engine INFO: Epoch: [214] [380/610] learning_rate: 0.056063 loss_vfl: 0.775967 loss_bbox: 0.288176 loss_dfl: 0.182560 loss: 1.241222 eta: 1 day, 4:31:16 batch_cost: 2.0293 data_cost: 0.0011 ips: 23.6538 images/s [10/26 08:42:22] ppdet.engine INFO: Epoch: [214] [400/610] learning_rate: 0.056023 loss_vfl: 0.774370 loss_bbox: 0.255568 loss_dfl: 0.177917 loss: 1.214190 eta: 1 day, 4:30:37 batch_cost: 2.0335 data_cost: 0.0012 ips: 23.6049 images/s [10/26 08:43:06] ppdet.engine INFO: Epoch: [214] [420/610] learning_rate: 0.055983 loss_vfl: 0.782871 loss_bbox: 0.274092 loss_dfl: 0.182251 loss: 1.237079 eta: 1 day, 4:29:58 batch_cost: 2.0008 data_cost: 0.0020 ips: 23.9903 images/s [10/26 08:43:49] ppdet.engine INFO: Epoch: [214] [440/610] learning_rate: 0.055943 loss_vfl: 0.783787 loss_bbox: 0.281554 loss_dfl: 0.190463 loss: 1.264835 eta: 1 day, 4:29:19 batch_cost: 1.9563 data_cost: 0.0011 ips: 24.5365 images/s [10/26 08:44:33] ppdet.engine INFO: Epoch: [214] [460/610] learning_rate: 0.055902 loss_vfl: 0.805234 loss_bbox: 0.275985 loss_dfl: 0.187639 loss: 1.283798 eta: 1 day, 4:28:39 batch_cost: 1.9719 data_cost: 0.0011 ips: 24.3416 images/s [10/26 08:45:16] ppdet.engine INFO: Epoch: [214] [480/610] learning_rate: 0.055862 loss_vfl: 0.788831 loss_bbox: 0.277965 loss_dfl: 0.188121 loss: 1.238336 eta: 1 day, 4:28:00 batch_cost: 1.9446 data_cost: 0.0023 ips: 24.6837 images/s [10/26 08:46:00] ppdet.engine INFO: Epoch: [214] [500/610] learning_rate: 0.055822 loss_vfl: 0.759602 loss_bbox: 0.285788 loss_dfl: 0.190068 loss: 1.230223 eta: 1 day, 4:27:20 batch_cost: 1.9670 data_cost: 0.0012 ips: 24.4024 images/s [10/26 08:46:43] ppdet.engine INFO: Epoch: [214] [520/610] learning_rate: 0.055782 loss_vfl: 0.770824 loss_bbox: 0.291394 loss_dfl: 0.192139 loss: 1.266105 eta: 1 day, 4:26:40 batch_cost: 1.9361 data_cost: 0.0010 ips: 24.7915 images/s [10/26 08:47:26] ppdet.engine INFO: Epoch: [214] [540/610] learning_rate: 0.055742 loss_vfl: 0.779493 loss_bbox: 0.268308 loss_dfl: 0.183705 loss: 1.233923 eta: 1 day, 4:26:01 batch_cost: 1.9454 data_cost: 0.0011 ips: 24.6741 images/s [10/26 08:48:09] ppdet.engine INFO: Epoch: [214] [560/610] learning_rate: 0.055702 loss_vfl: 0.800177 loss_bbox: 0.283224 loss_dfl: 0.191102 loss: 1.266133 eta: 1 day, 4:25:21 batch_cost: 1.9463 data_cost: 0.0011 ips: 24.6617 images/s [10/26 08:48:54] ppdet.engine INFO: Epoch: [214] [580/610] learning_rate: 0.055662 loss_vfl: 0.767361 loss_bbox: 0.274939 loss_dfl: 0.184169 loss: 1.211603 eta: 1 day, 4:24:42 batch_cost: 2.0019 data_cost: 0.0012 ips: 23.9774 images/s [10/26 08:49:36] ppdet.engine INFO: Epoch: [214] [600/610] learning_rate: 0.055622 loss_vfl: 0.770378 loss_bbox: 0.259324 loss_dfl: 0.175452 loss: 1.214481 eta: 1 day, 4:24:02 batch_cost: 1.8885 data_cost: 0.0011 ips: 25.4170 images/s [10/26 08:50:07] ppdet.engine INFO: Epoch: [215] [ 0/610] learning_rate: 0.055602 loss_vfl: 0.782122 loss_bbox: 0.259229 loss_dfl: 0.175133 loss: 1.222996 eta: 1 day, 4:23:45 batch_cost: 2.2300 data_cost: 0.2083 ips: 21.5250 images/s [10/26 08:50:52] ppdet.engine INFO: Epoch: [215] [ 20/610] learning_rate: 0.055562 loss_vfl: 0.786812 loss_bbox: 0.268064 loss_dfl: 0.194558 loss: 1.248330 eta: 1 day, 4:23:06 batch_cost: 2.0353 data_cost: 0.0015 ips: 23.5840 images/s [10/26 08:51:37] ppdet.engine INFO: Epoch: [215] [ 40/610] learning_rate: 0.055522 loss_vfl: 0.781139 loss_bbox: 0.253884 loss_dfl: 0.172525 loss: 1.208923 eta: 1 day, 4:22:27 batch_cost: 2.0359 data_cost: 0.0012 ips: 23.5766 images/s [10/26 08:52:21] ppdet.engine INFO: Epoch: [215] [ 60/610] learning_rate: 0.055482 loss_vfl: 0.770060 loss_bbox: 0.290286 loss_dfl: 0.191422 loss: 1.243750 eta: 1 day, 4:21:48 batch_cost: 1.9995 data_cost: 0.0015 ips: 24.0063 images/s [10/26 08:53:05] ppdet.engine INFO: Epoch: [215] [ 80/610] learning_rate: 0.055442 loss_vfl: 0.760627 loss_bbox: 0.276937 loss_dfl: 0.185310 loss: 1.242412 eta: 1 day, 4:21:08 batch_cost: 1.9762 data_cost: 0.0011 ips: 24.2895 images/s [10/26 08:53:49] ppdet.engine INFO: Epoch: [215] [100/610] learning_rate: 0.055402 loss_vfl: 0.786922 loss_bbox: 0.266639 loss_dfl: 0.180251 loss: 1.224717 eta: 1 day, 4:20:29 batch_cost: 2.0295 data_cost: 0.0011 ips: 23.6506 images/s [10/26 08:54:33] ppdet.engine INFO: Epoch: [215] [120/610] learning_rate: 0.055362 loss_vfl: 0.767489 loss_bbox: 0.259803 loss_dfl: 0.186941 loss: 1.206892 eta: 1 day, 4:19:50 batch_cost: 2.0030 data_cost: 0.0011 ips: 23.9644 images/s [10/26 08:55:17] ppdet.engine INFO: Epoch: [215] [140/610] learning_rate: 0.055322 loss_vfl: 0.766923 loss_bbox: 0.283281 loss_dfl: 0.192430 loss: 1.241067 eta: 1 day, 4:19:11 batch_cost: 1.9715 data_cost: 0.0011 ips: 24.3467 images/s [10/26 08:56:00] ppdet.engine INFO: Epoch: [215] [160/610] learning_rate: 0.055282 loss_vfl: 0.765754 loss_bbox: 0.280444 loss_dfl: 0.185830 loss: 1.238880 eta: 1 day, 4:18:31 batch_cost: 1.9468 data_cost: 0.0010 ips: 24.6556 images/s [10/26 08:56:44] ppdet.engine INFO: Epoch: [215] [180/610] learning_rate: 0.055242 loss_vfl: 0.761453 loss_bbox: 0.278234 loss_dfl: 0.182557 loss: 1.216568 eta: 1 day, 4:17:51 batch_cost: 1.9492 data_cost: 0.0011 ips: 24.6249 images/s [10/26 08:57:28] ppdet.engine INFO: Epoch: [215] [200/610] learning_rate: 0.055202 loss_vfl: 0.794961 loss_bbox: 0.277149 loss_dfl: 0.190183 loss: 1.280478 eta: 1 day, 4:17:12 batch_cost: 2.0139 data_cost: 0.0022 ips: 23.8339 images/s [10/26 08:58:12] ppdet.engine INFO: Epoch: [215] [220/610] learning_rate: 0.055162 loss_vfl: 0.760760 loss_bbox: 0.258165 loss_dfl: 0.167192 loss: 1.176046 eta: 1 day, 4:16:33 batch_cost: 2.0231 data_cost: 0.0010 ips: 23.7255 images/s [10/26 08:58:57] ppdet.engine INFO: Epoch: [215] [240/610] learning_rate: 0.055122 loss_vfl: 0.777757 loss_bbox: 0.273548 loss_dfl: 0.184584 loss: 1.263442 eta: 1 day, 4:15:54 batch_cost: 1.9992 data_cost: 0.0010 ips: 24.0095 images/s [10/26 08:59:40] ppdet.engine INFO: Epoch: [215] [260/610] learning_rate: 0.055083 loss_vfl: 0.769899 loss_bbox: 0.267068 loss_dfl: 0.181175 loss: 1.219523 eta: 1 day, 4:15:15 batch_cost: 1.9754 data_cost: 0.0011 ips: 24.2992 images/s [10/26 09:00:23] ppdet.engine INFO: Epoch: [215] [280/610] learning_rate: 0.055043 loss_vfl: 0.798391 loss_bbox: 0.263553 loss_dfl: 0.176644 loss: 1.249657 eta: 1 day, 4:14:35 batch_cost: 1.9287 data_cost: 0.0010 ips: 24.8873 images/s [10/26 09:01:07] ppdet.engine INFO: Epoch: [215] [300/610] learning_rate: 0.055003 loss_vfl: 0.763868 loss_bbox: 0.267960 loss_dfl: 0.178834 loss: 1.217855 eta: 1 day, 4:13:55 batch_cost: 1.9682 data_cost: 0.0011 ips: 24.3872 images/s [10/26 09:01:51] ppdet.engine INFO: Epoch: [215] [320/610] learning_rate: 0.054963 loss_vfl: 0.776515 loss_bbox: 0.274718 loss_dfl: 0.181675 loss: 1.258926 eta: 1 day, 4:13:16 batch_cost: 2.0291 data_cost: 0.0012 ips: 23.6556 images/s [10/26 09:02:36] ppdet.engine INFO: Epoch: [215] [340/610] learning_rate: 0.054923 loss_vfl: 0.781786 loss_bbox: 0.270046 loss_dfl: 0.175882 loss: 1.226583 eta: 1 day, 4:12:38 batch_cost: 2.0370 data_cost: 0.0011 ips: 23.5643 images/s [10/26 09:03:21] ppdet.engine INFO: Epoch: [215] [360/610] learning_rate: 0.054883 loss_vfl: 0.782506 loss_bbox: 0.260648 loss_dfl: 0.178481 loss: 1.219245 eta: 1 day, 4:11:59 batch_cost: 2.0521 data_cost: 0.0010 ips: 23.3902 images/s [10/26 09:04:04] ppdet.engine INFO: Epoch: [215] [380/610] learning_rate: 0.054843 loss_vfl: 0.775144 loss_bbox: 0.293966 loss_dfl: 0.194356 loss: 1.290448 eta: 1 day, 4:11:19 batch_cost: 1.9516 data_cost: 0.0010 ips: 24.5954 images/s [10/26 09:04:46] ppdet.engine INFO: Epoch: [215] [400/610] learning_rate: 0.054804 loss_vfl: 0.776631 loss_bbox: 0.254351 loss_dfl: 0.178540 loss: 1.207421 eta: 1 day, 4:10:39 batch_cost: 1.8864 data_cost: 0.0011 ips: 25.4454 images/s [10/26 09:05:30] ppdet.engine INFO: Epoch: [215] [420/610] learning_rate: 0.054764 loss_vfl: 0.776167 loss_bbox: 0.241129 loss_dfl: 0.167927 loss: 1.180212 eta: 1 day, 4:09:59 batch_cost: 1.9312 data_cost: 0.0039 ips: 24.8549 images/s [10/26 09:06:14] ppdet.engine INFO: Epoch: [215] [440/610] learning_rate: 0.054724 loss_vfl: 0.802138 loss_bbox: 0.284285 loss_dfl: 0.194032 loss: 1.250923 eta: 1 day, 4:09:20 batch_cost: 2.0252 data_cost: 0.0011 ips: 23.7016 images/s [10/26 09:06:58] ppdet.engine INFO: Epoch: [215] [460/610] learning_rate: 0.054684 loss_vfl: 0.765993 loss_bbox: 0.276238 loss_dfl: 0.184198 loss: 1.250311 eta: 1 day, 4:08:41 batch_cost: 2.0417 data_cost: 0.0011 ips: 23.5098 images/s [10/26 09:07:42] ppdet.engine INFO: Epoch: [215] [480/610] learning_rate: 0.054645 loss_vfl: 0.778092 loss_bbox: 0.281841 loss_dfl: 0.180145 loss: 1.228967 eta: 1 day, 4:08:02 batch_cost: 1.9580 data_cost: 0.0011 ips: 24.5142 images/s [10/26 09:08:26] ppdet.engine INFO: Epoch: [215] [500/610] learning_rate: 0.054605 loss_vfl: 0.805082 loss_bbox: 0.264642 loss_dfl: 0.179130 loss: 1.241688 eta: 1 day, 4:07:22 batch_cost: 1.9683 data_cost: 0.0011 ips: 24.3860 images/s [10/26 09:09:11] ppdet.engine INFO: Epoch: [215] [520/610] learning_rate: 0.054565 loss_vfl: 0.787717 loss_bbox: 0.250998 loss_dfl: 0.174928 loss: 1.234630 eta: 1 day, 4:06:43 batch_cost: 2.0050 data_cost: 0.0017 ips: 23.9403 images/s [10/26 09:09:54] ppdet.engine INFO: Epoch: [215] [540/610] learning_rate: 0.054525 loss_vfl: 0.786639 loss_bbox: 0.271401 loss_dfl: 0.178484 loss: 1.232344 eta: 1 day, 4:06:03 batch_cost: 1.8973 data_cost: 0.0013 ips: 25.2989 images/s [10/26 09:10:38] ppdet.engine INFO: Epoch: [215] [560/610] learning_rate: 0.054486 loss_vfl: 0.789452 loss_bbox: 0.273187 loss_dfl: 0.187524 loss: 1.249632 eta: 1 day, 4:05:24 batch_cost: 1.9821 data_cost: 0.0011 ips: 24.2164 images/s [10/26 09:11:22] ppdet.engine INFO: Epoch: [215] [580/610] learning_rate: 0.054446 loss_vfl: 0.781284 loss_bbox: 0.261937 loss_dfl: 0.181371 loss: 1.232263 eta: 1 day, 4:04:45 batch_cost: 2.0340 data_cost: 0.0011 ips: 23.5988 images/s [10/26 09:12:05] ppdet.engine INFO: Epoch: [215] [600/610] learning_rate: 0.054406 loss_vfl: 0.773910 loss_bbox: 0.258301 loss_dfl: 0.186455 loss: 1.222258 eta: 1 day, 4:04:05 batch_cost: 1.9238 data_cost: 0.0011 ips: 24.9508 images/s [10/26 09:12:38] ppdet.engine INFO: Epoch: [216] [ 0/610] learning_rate: 0.054386 loss_vfl: 0.767365 loss_bbox: 0.271042 loss_dfl: 0.180187 loss: 1.216988 eta: 1 day, 4:03:49 batch_cost: 2.3727 data_cost: 0.3034 ips: 20.2300 images/s [10/26 09:13:24] ppdet.engine INFO: Epoch: [216] [ 20/610] learning_rate: 0.054347 loss_vfl: 0.774094 loss_bbox: 0.271987 loss_dfl: 0.184471 loss: 1.219609 eta: 1 day, 4:03:10 batch_cost: 2.0480 data_cost: 0.0013 ips: 23.4371 images/s [10/26 09:14:09] ppdet.engine INFO: Epoch: [216] [ 40/610] learning_rate: 0.054307 loss_vfl: 0.768645 loss_bbox: 0.252549 loss_dfl: 0.176616 loss: 1.213909 eta: 1 day, 4:02:31 batch_cost: 2.0231 data_cost: 0.0012 ips: 23.7262 images/s [10/26 09:14:55] ppdet.engine INFO: Epoch: [216] [ 60/610] learning_rate: 0.054267 loss_vfl: 0.787846 loss_bbox: 0.259510 loss_dfl: 0.177526 loss: 1.217775 eta: 1 day, 4:01:52 batch_cost: 2.0466 data_cost: 0.0013 ips: 23.4537 images/s [10/26 09:15:39] ppdet.engine INFO: Epoch: [216] [ 80/610] learning_rate: 0.054228 loss_vfl: 0.776838 loss_bbox: 0.268744 loss_dfl: 0.176621 loss: 1.219391 eta: 1 day, 4:01:13 batch_cost: 2.0018 data_cost: 0.0012 ips: 23.9785 images/s [10/26 09:16:21] ppdet.engine INFO: Epoch: [216] [100/610] learning_rate: 0.054188 loss_vfl: 0.783712 loss_bbox: 0.262152 loss_dfl: 0.182157 loss: 1.230333 eta: 1 day, 4:00:33 batch_cost: 1.8764 data_cost: 0.0011 ips: 25.5811 images/s [10/26 09:17:04] ppdet.engine INFO: Epoch: [216] [120/610] learning_rate: 0.054149 loss_vfl: 0.766912 loss_bbox: 0.284530 loss_dfl: 0.185037 loss: 1.234477 eta: 1 day, 3:59:53 batch_cost: 1.9161 data_cost: 0.0011 ips: 25.0514 images/s [10/26 09:17:47] ppdet.engine INFO: Epoch: [216] [140/610] learning_rate: 0.054109 loss_vfl: 0.767056 loss_bbox: 0.262644 loss_dfl: 0.176730 loss: 1.230263 eta: 1 day, 3:59:14 batch_cost: 1.9604 data_cost: 0.0011 ips: 24.4843 images/s [10/26 09:18:31] ppdet.engine INFO: Epoch: [216] [160/610] learning_rate: 0.054069 loss_vfl: 0.771918 loss_bbox: 0.263197 loss_dfl: 0.177682 loss: 1.213126 eta: 1 day, 3:58:34 batch_cost: 1.9973 data_cost: 0.0011 ips: 24.0329 images/s [10/26 09:19:17] ppdet.engine INFO: Epoch: [216] [180/610] learning_rate: 0.054030 loss_vfl: 0.774005 loss_bbox: 0.278395 loss_dfl: 0.186874 loss: 1.248021 eta: 1 day, 3:57:56 batch_cost: 2.0781 data_cost: 0.0011 ips: 23.0982 images/s [10/26 09:20:00] ppdet.engine INFO: Epoch: [216] [200/610] learning_rate: 0.053990 loss_vfl: 0.758244 loss_bbox: 0.285279 loss_dfl: 0.175808 loss: 1.211877 eta: 1 day, 3:57:16 batch_cost: 1.9551 data_cost: 0.0011 ips: 24.5514 images/s [10/26 09:20:45] ppdet.engine INFO: Epoch: [216] [220/610] learning_rate: 0.053951 loss_vfl: 0.802547 loss_bbox: 0.273372 loss_dfl: 0.180716 loss: 1.271229 eta: 1 day, 3:56:37 batch_cost: 2.0167 data_cost: 0.0011 ips: 23.8010 images/s [10/26 09:21:30] ppdet.engine INFO: Epoch: [216] [240/610] learning_rate: 0.053911 loss_vfl: 0.764272 loss_bbox: 0.265710 loss_dfl: 0.182737 loss: 1.214954 eta: 1 day, 3:55:58 batch_cost: 2.0548 data_cost: 0.0012 ips: 23.3602 images/s [10/26 09:22:14] ppdet.engine INFO: Epoch: [216] [260/610] learning_rate: 0.053871 loss_vfl: 0.771181 loss_bbox: 0.259614 loss_dfl: 0.183237 loss: 1.222117 eta: 1 day, 3:55:19 batch_cost: 1.9651 data_cost: 0.0011 ips: 24.4261 images/s [10/26 09:22:58] ppdet.engine INFO: Epoch: [216] [280/610] learning_rate: 0.053832 loss_vfl: 0.792199 loss_bbox: 0.277276 loss_dfl: 0.189105 loss: 1.246163 eta: 1 day, 3:54:40 batch_cost: 2.0090 data_cost: 0.0011 ips: 23.8921 images/s [10/26 09:23:41] ppdet.engine INFO: Epoch: [216] [300/610] learning_rate: 0.053792 loss_vfl: 0.759952 loss_bbox: 0.257400 loss_dfl: 0.174992 loss: 1.197868 eta: 1 day, 3:54:00 batch_cost: 1.9661 data_cost: 0.0011 ips: 24.4133 images/s [10/26 09:24:25] ppdet.engine INFO: Epoch: [216] [320/610] learning_rate: 0.053753 loss_vfl: 0.784712 loss_bbox: 0.266890 loss_dfl: 0.181961 loss: 1.242573 eta: 1 day, 3:53:21 batch_cost: 1.9721 data_cost: 0.0011 ips: 24.3398 images/s [10/26 09:25:09] ppdet.engine INFO: Epoch: [216] [340/610] learning_rate: 0.053713 loss_vfl: 0.787441 loss_bbox: 0.285844 loss_dfl: 0.192474 loss: 1.253269 eta: 1 day, 3:52:42 batch_cost: 2.0096 data_cost: 0.0010 ips: 23.8849 images/s [10/26 09:25:53] ppdet.engine INFO: Epoch: [216] [360/610] learning_rate: 0.053674 loss_vfl: 0.771935 loss_bbox: 0.288188 loss_dfl: 0.186479 loss: 1.240598 eta: 1 day, 3:52:02 batch_cost: 2.0009 data_cost: 0.0019 ips: 23.9892 images/s [10/26 09:26:37] ppdet.engine INFO: Epoch: [216] [380/610] learning_rate: 0.053634 loss_vfl: 0.773766 loss_bbox: 0.268634 loss_dfl: 0.181257 loss: 1.236580 eta: 1 day, 3:51:23 batch_cost: 1.9892 data_cost: 0.0011 ips: 24.1301 images/s [10/26 09:27:21] ppdet.engine INFO: Epoch: [216] [400/610] learning_rate: 0.053595 loss_vfl: 0.778376 loss_bbox: 0.284348 loss_dfl: 0.187682 loss: 1.233379 eta: 1 day, 3:50:43 batch_cost: 1.9405 data_cost: 0.0011 ips: 24.7358 images/s [10/26 09:28:04] ppdet.engine INFO: Epoch: [216] [420/610] learning_rate: 0.053556 loss_vfl: 0.767754 loss_bbox: 0.250986 loss_dfl: 0.177414 loss: 1.199108 eta: 1 day, 3:50:04 batch_cost: 1.9678 data_cost: 0.0011 ips: 24.3927 images/s [10/26 09:28:49] ppdet.engine INFO: Epoch: [216] [440/610] learning_rate: 0.053516 loss_vfl: 0.766535 loss_bbox: 0.275791 loss_dfl: 0.185326 loss: 1.250948 eta: 1 day, 3:49:25 batch_cost: 2.0013 data_cost: 0.0011 ips: 23.9841 images/s [10/26 09:29:32] ppdet.engine INFO: Epoch: [216] [460/610] learning_rate: 0.053477 loss_vfl: 0.802405 loss_bbox: 0.267595 loss_dfl: 0.185550 loss: 1.251189 eta: 1 day, 3:48:45 batch_cost: 1.9621 data_cost: 0.0011 ips: 24.4635 images/s [10/26 09:30:17] ppdet.engine INFO: Epoch: [216] [480/610] learning_rate: 0.053437 loss_vfl: 0.794414 loss_bbox: 0.262182 loss_dfl: 0.179200 loss: 1.226310 eta: 1 day, 3:48:06 batch_cost: 2.0165 data_cost: 0.0015 ips: 23.8031 images/s [10/26 09:31:02] ppdet.engine INFO: Epoch: [216] [500/610] learning_rate: 0.053398 loss_vfl: 0.777032 loss_bbox: 0.257858 loss_dfl: 0.183453 loss: 1.235223 eta: 1 day, 3:47:27 batch_cost: 2.0110 data_cost: 0.0011 ips: 23.8691 images/s [10/26 09:31:46] ppdet.engine INFO: Epoch: [216] [520/610] learning_rate: 0.053358 loss_vfl: 0.767086 loss_bbox: 0.262797 loss_dfl: 0.182573 loss: 1.220924 eta: 1 day, 3:46:48 batch_cost: 2.0127 data_cost: 0.0011 ips: 23.8487 images/s [10/26 09:32:29] ppdet.engine INFO: Epoch: [216] [540/610] learning_rate: 0.053319 loss_vfl: 0.768390 loss_bbox: 0.275652 loss_dfl: 0.182692 loss: 1.222498 eta: 1 day, 3:46:08 batch_cost: 1.9147 data_cost: 0.0012 ips: 25.0686 images/s [10/26 09:33:14] ppdet.engine INFO: Epoch: [216] [560/610] learning_rate: 0.053280 loss_vfl: 0.772756 loss_bbox: 0.260208 loss_dfl: 0.183231 loss: 1.227504 eta: 1 day, 3:45:29 batch_cost: 1.9847 data_cost: 0.0011 ips: 24.1848 images/s [10/26 09:33:58] ppdet.engine INFO: Epoch: [216] [580/610] learning_rate: 0.053240 loss_vfl: 0.761696 loss_bbox: 0.258967 loss_dfl: 0.189251 loss: 1.236441 eta: 1 day, 3:44:49 batch_cost: 1.9789 data_cost: 0.0013 ips: 24.2563 images/s [10/26 09:34:41] ppdet.engine INFO: Epoch: [216] [600/610] learning_rate: 0.053201 loss_vfl: 0.776320 loss_bbox: 0.268424 loss_dfl: 0.176302 loss: 1.232378 eta: 1 day, 3:44:10 batch_cost: 1.9457 data_cost: 0.0011 ips: 24.6694 images/s [10/26 09:35:12] ppdet.engine INFO: Epoch: [217] [ 0/610] learning_rate: 0.053181 loss_vfl: 0.787547 loss_bbox: 0.272038 loss_dfl: 0.185506 loss: 1.236012 eta: 1 day, 3:43:53 batch_cost: 2.2819 data_cost: 0.1668 ips: 21.0354 images/s [10/26 09:35:58] ppdet.engine INFO: Epoch: [217] [ 20/610] learning_rate: 0.053142 loss_vfl: 0.762917 loss_bbox: 0.275235 loss_dfl: 0.185873 loss: 1.247330 eta: 1 day, 3:43:14 batch_cost: 2.0511 data_cost: 0.0012 ips: 23.4020 images/s [10/26 09:36:43] ppdet.engine INFO: Epoch: [217] [ 40/610] learning_rate: 0.053103 loss_vfl: 0.778498 loss_bbox: 0.274263 loss_dfl: 0.187422 loss: 1.246436 eta: 1 day, 3:42:35 batch_cost: 2.0740 data_cost: 0.0011 ips: 23.1440 images/s [10/26 09:37:27] ppdet.engine INFO: Epoch: [217] [ 60/610] learning_rate: 0.053063 loss_vfl: 0.770080 loss_bbox: 0.260150 loss_dfl: 0.185970 loss: 1.214484 eta: 1 day, 3:41:56 batch_cost: 1.9966 data_cost: 0.0010 ips: 24.0408 images/s [10/26 09:38:11] ppdet.engine INFO: Epoch: [217] [ 80/610] learning_rate: 0.053024 loss_vfl: 0.782009 loss_bbox: 0.255116 loss_dfl: 0.170191 loss: 1.214812 eta: 1 day, 3:41:17 batch_cost: 1.9716 data_cost: 0.0011 ips: 24.3460 images/s [10/26 09:38:55] ppdet.engine INFO: Epoch: [217] [100/610] learning_rate: 0.052985 loss_vfl: 0.760511 loss_bbox: 0.275158 loss_dfl: 0.187720 loss: 1.225267 eta: 1 day, 3:40:37 batch_cost: 1.9882 data_cost: 0.0011 ips: 24.1429 images/s [10/26 09:39:40] ppdet.engine INFO: Epoch: [217] [120/610] learning_rate: 0.052946 loss_vfl: 0.757159 loss_bbox: 0.265894 loss_dfl: 0.181605 loss: 1.213600 eta: 1 day, 3:39:58 batch_cost: 2.0258 data_cost: 0.0010 ips: 23.6949 images/s [10/26 09:40:24] ppdet.engine INFO: Epoch: [217] [140/610] learning_rate: 0.052906 loss_vfl: 0.773909 loss_bbox: 0.267035 loss_dfl: 0.181833 loss: 1.229233 eta: 1 day, 3:39:19 batch_cost: 1.9976 data_cost: 0.0011 ips: 24.0284 images/s [10/26 09:41:08] ppdet.engine INFO: Epoch: [217] [160/610] learning_rate: 0.052867 loss_vfl: 0.765475 loss_bbox: 0.252463 loss_dfl: 0.176420 loss: 1.193878 eta: 1 day, 3:38:40 batch_cost: 2.0237 data_cost: 0.0011 ips: 23.7189 images/s [10/26 09:41:51] ppdet.engine INFO: Epoch: [217] [180/610] learning_rate: 0.052828 loss_vfl: 0.762463 loss_bbox: 0.270905 loss_dfl: 0.195015 loss: 1.237993 eta: 1 day, 3:38:00 batch_cost: 1.9367 data_cost: 0.0011 ips: 24.7839 images/s [10/26 09:42:35] ppdet.engine INFO: Epoch: [217] [200/610] learning_rate: 0.052789 loss_vfl: 0.790494 loss_bbox: 0.272810 loss_dfl: 0.179882 loss: 1.240738 eta: 1 day, 3:37:21 batch_cost: 1.9891 data_cost: 0.0011 ips: 24.1320 images/s [10/26 09:43:18] ppdet.engine INFO: Epoch: [217] [220/610] learning_rate: 0.052749 loss_vfl: 0.762607 loss_bbox: 0.260858 loss_dfl: 0.180578 loss: 1.225871 eta: 1 day, 3:36:41 batch_cost: 1.9625 data_cost: 0.0021 ips: 24.4582 images/s [10/26 09:44:02] ppdet.engine INFO: Epoch: [217] [240/610] learning_rate: 0.052710 loss_vfl: 0.765749 loss_bbox: 0.287426 loss_dfl: 0.187863 loss: 1.243516 eta: 1 day, 3:36:02 batch_cost: 1.9891 data_cost: 0.0011 ips: 24.1316 images/s [10/26 09:44:47] ppdet.engine INFO: Epoch: [217] [260/610] learning_rate: 0.052671 loss_vfl: 0.771324 loss_bbox: 0.271285 loss_dfl: 0.183305 loss: 1.229892 eta: 1 day, 3:35:23 batch_cost: 2.0167 data_cost: 0.0011 ips: 23.8008 images/s [10/26 09:45:30] ppdet.engine INFO: Epoch: [217] [280/610] learning_rate: 0.052632 loss_vfl: 0.771715 loss_bbox: 0.248129 loss_dfl: 0.171333 loss: 1.185540 eta: 1 day, 3:34:43 batch_cost: 1.9405 data_cost: 0.0011 ips: 24.7354 images/s [10/26 09:46:13] ppdet.engine INFO: Epoch: [217] [300/610] learning_rate: 0.052593 loss_vfl: 0.783842 loss_bbox: 0.280056 loss_dfl: 0.186337 loss: 1.258732 eta: 1 day, 3:34:03 batch_cost: 1.8962 data_cost: 0.0017 ips: 25.3143 images/s [10/26 09:46:56] ppdet.engine INFO: Epoch: [217] [320/610] learning_rate: 0.052553 loss_vfl: 0.767191 loss_bbox: 0.253050 loss_dfl: 0.183768 loss: 1.209506 eta: 1 day, 3:33:24 batch_cost: 1.9529 data_cost: 0.0012 ips: 24.5789 images/s [10/26 09:47:39] ppdet.engine INFO: Epoch: [217] [340/610] learning_rate: 0.052514 loss_vfl: 0.780615 loss_bbox: 0.268768 loss_dfl: 0.178299 loss: 1.219852 eta: 1 day, 3:32:44 batch_cost: 1.9833 data_cost: 0.0011 ips: 24.2023 images/s [10/26 09:48:24] ppdet.engine INFO: Epoch: [217] [360/610] learning_rate: 0.052475 loss_vfl: 0.776756 loss_bbox: 0.272351 loss_dfl: 0.187345 loss: 1.223893 eta: 1 day, 3:32:05 batch_cost: 1.9949 data_cost: 0.0012 ips: 24.0614 images/s [10/26 09:49:08] ppdet.engine INFO: Epoch: [217] [380/610] learning_rate: 0.052436 loss_vfl: 0.781789 loss_bbox: 0.271695 loss_dfl: 0.186984 loss: 1.243498 eta: 1 day, 3:31:26 batch_cost: 2.0117 data_cost: 0.0011 ips: 23.8601 images/s [10/26 09:49:53] ppdet.engine INFO: Epoch: [217] [400/610] learning_rate: 0.052397 loss_vfl: 0.787516 loss_bbox: 0.246514 loss_dfl: 0.174114 loss: 1.203266 eta: 1 day, 3:30:47 batch_cost: 2.0263 data_cost: 0.0011 ips: 23.6883 images/s [10/26 09:50:37] ppdet.engine INFO: Epoch: [217] [420/610] learning_rate: 0.052358 loss_vfl: 0.788245 loss_bbox: 0.276910 loss_dfl: 0.181529 loss: 1.243951 eta: 1 day, 3:30:08 batch_cost: 1.9829 data_cost: 0.0011 ips: 24.2074 images/s [10/26 09:51:20] ppdet.engine INFO: Epoch: [217] [440/610] learning_rate: 0.052319 loss_vfl: 0.767315 loss_bbox: 0.290683 loss_dfl: 0.187087 loss: 1.251140 eta: 1 day, 3:29:28 batch_cost: 1.9309 data_cost: 0.0010 ips: 24.8591 images/s [10/26 09:52:04] ppdet.engine INFO: Epoch: [217] [460/610] learning_rate: 0.052280 loss_vfl: 0.759996 loss_bbox: 0.275001 loss_dfl: 0.179956 loss: 1.218261 eta: 1 day, 3:28:48 batch_cost: 1.9411 data_cost: 0.0011 ips: 24.7279 images/s [10/26 09:52:47] ppdet.engine INFO: Epoch: [217] [480/610] learning_rate: 0.052241 loss_vfl: 0.767596 loss_bbox: 0.265693 loss_dfl: 0.179948 loss: 1.222302 eta: 1 day, 3:28:08 batch_cost: 1.9409 data_cost: 0.0011 ips: 24.7314 images/s [10/26 09:53:31] ppdet.engine INFO: Epoch: [217] [500/610] learning_rate: 0.052202 loss_vfl: 0.771896 loss_bbox: 0.285782 loss_dfl: 0.176703 loss: 1.222037 eta: 1 day, 3:27:29 batch_cost: 1.9647 data_cost: 0.0014 ips: 24.4315 images/s [10/26 09:54:14] ppdet.engine INFO: Epoch: [217] [520/610] learning_rate: 0.052162 loss_vfl: 0.773065 loss_bbox: 0.267469 loss_dfl: 0.185362 loss: 1.225984 eta: 1 day, 3:26:49 batch_cost: 1.9493 data_cost: 0.0011 ips: 24.6247 images/s [10/26 09:54:58] ppdet.engine INFO: Epoch: [217] [540/610] learning_rate: 0.052123 loss_vfl: 0.775064 loss_bbox: 0.283630 loss_dfl: 0.192857 loss: 1.259828 eta: 1 day, 3:26:10 batch_cost: 1.9877 data_cost: 0.0011 ips: 24.1481 images/s [10/26 09:55:42] ppdet.engine INFO: Epoch: [217] [560/610] learning_rate: 0.052084 loss_vfl: 0.784955 loss_bbox: 0.270421 loss_dfl: 0.181814 loss: 1.227819 eta: 1 day, 3:25:30 batch_cost: 1.9256 data_cost: 0.0011 ips: 24.9279 images/s [10/26 09:56:25] ppdet.engine INFO: Epoch: [217] [580/610] learning_rate: 0.052045 loss_vfl: 0.781943 loss_bbox: 0.266436 loss_dfl: 0.178755 loss: 1.232332 eta: 1 day, 3:24:51 batch_cost: 1.9672 data_cost: 0.0011 ips: 24.4005 images/s [10/26 09:57:06] ppdet.engine INFO: Epoch: [217] [600/610] learning_rate: 0.052006 loss_vfl: 0.763241 loss_bbox: 0.271439 loss_dfl: 0.186693 loss: 1.225764 eta: 1 day, 3:24:11 batch_cost: 1.8684 data_cost: 0.0011 ips: 25.6899 images/s [10/26 09:57:38] ppdet.engine INFO: Epoch: [218] [ 0/610] learning_rate: 0.051987 loss_vfl: 0.763340 loss_bbox: 0.269739 loss_dfl: 0.185219 loss: 1.220307 eta: 1 day, 3:23:54 batch_cost: 2.2612 data_cost: 0.2215 ips: 21.2276 images/s [10/26 09:58:24] ppdet.engine INFO: Epoch: [218] [ 20/610] learning_rate: 0.051948 loss_vfl: 0.746078 loss_bbox: 0.256007 loss_dfl: 0.174186 loss: 1.202467 eta: 1 day, 3:23:14 batch_cost: 1.9661 data_cost: 0.0017 ips: 24.4144 images/s [10/26 09:59:11] ppdet.engine INFO: Epoch: [218] [ 40/610] learning_rate: 0.051909 loss_vfl: 0.761891 loss_bbox: 0.275815 loss_dfl: 0.186833 loss: 1.221675 eta: 1 day, 3:22:36 batch_cost: 2.1160 data_cost: 0.0012 ips: 22.6846 images/s [10/26 09:59:56] ppdet.engine INFO: Epoch: [218] [ 60/610] learning_rate: 0.051870 loss_vfl: 0.762291 loss_bbox: 0.264934 loss_dfl: 0.182462 loss: 1.211839 eta: 1 day, 3:21:57 batch_cost: 2.0712 data_cost: 0.0012 ips: 23.1745 images/s [10/26 10:00:40] ppdet.engine INFO: Epoch: [218] [ 80/610] learning_rate: 0.051831 loss_vfl: 0.786896 loss_bbox: 0.253915 loss_dfl: 0.172728 loss: 1.227641 eta: 1 day, 3:21:18 batch_cost: 1.9704 data_cost: 0.0012 ips: 24.3601 images/s [10/26 10:01:25] ppdet.engine INFO: Epoch: [218] [100/610] learning_rate: 0.051792 loss_vfl: 0.776222 loss_bbox: 0.257181 loss_dfl: 0.180304 loss: 1.203781 eta: 1 day, 3:20:39 batch_cost: 2.0707 data_cost: 0.0011 ips: 23.1806 images/s [10/26 10:02:09] ppdet.engine INFO: Epoch: [218] [120/610] learning_rate: 0.051753 loss_vfl: 0.776980 loss_bbox: 0.286888 loss_dfl: 0.185255 loss: 1.232631 eta: 1 day, 3:20:00 batch_cost: 1.9961 data_cost: 0.0012 ips: 24.0470 images/s [10/26 10:02:53] ppdet.engine INFO: Epoch: [218] [140/610] learning_rate: 0.051714 loss_vfl: 0.765556 loss_bbox: 0.273409 loss_dfl: 0.183711 loss: 1.228686 eta: 1 day, 3:19:20 batch_cost: 1.9531 data_cost: 0.0019 ips: 24.5764 images/s [10/26 10:03:37] ppdet.engine INFO: Epoch: [218] [160/610] learning_rate: 0.051675 loss_vfl: 0.762297 loss_bbox: 0.263341 loss_dfl: 0.176352 loss: 1.206791 eta: 1 day, 3:18:41 batch_cost: 1.9976 data_cost: 0.0011 ips: 24.0289 images/s [10/26 10:04:21] ppdet.engine INFO: Epoch: [218] [180/610] learning_rate: 0.051637 loss_vfl: 0.783120 loss_bbox: 0.257310 loss_dfl: 0.182501 loss: 1.216516 eta: 1 day, 3:18:02 batch_cost: 1.9927 data_cost: 0.0011 ips: 24.0884 images/s [10/26 10:05:05] ppdet.engine INFO: Epoch: [218] [200/610] learning_rate: 0.051598 loss_vfl: 0.770723 loss_bbox: 0.278340 loss_dfl: 0.183220 loss: 1.244654 eta: 1 day, 3:17:23 batch_cost: 2.0092 data_cost: 0.0011 ips: 23.8902 images/s [10/26 10:05:49] ppdet.engine INFO: Epoch: [218] [220/610] learning_rate: 0.051559 loss_vfl: 0.778789 loss_bbox: 0.243050 loss_dfl: 0.166820 loss: 1.207739 eta: 1 day, 3:16:44 batch_cost: 2.0367 data_cost: 0.0011 ips: 23.5678 images/s [10/26 10:06:34] ppdet.engine INFO: Epoch: [218] [240/610] learning_rate: 0.051520 loss_vfl: 0.784971 loss_bbox: 0.281837 loss_dfl: 0.192635 loss: 1.254822 eta: 1 day, 3:16:05 batch_cost: 2.0347 data_cost: 0.0011 ips: 23.5911 images/s [10/26 10:07:18] ppdet.engine INFO: Epoch: [218] [260/610] learning_rate: 0.051481 loss_vfl: 0.756624 loss_bbox: 0.271575 loss_dfl: 0.181122 loss: 1.193278 eta: 1 day, 3:15:25 batch_cost: 1.9409 data_cost: 0.0011 ips: 24.7314 images/s [10/26 10:08:01] ppdet.engine INFO: Epoch: [218] [280/610] learning_rate: 0.051442 loss_vfl: 0.776997 loss_bbox: 0.266717 loss_dfl: 0.183968 loss: 1.203193 eta: 1 day, 3:14:45 batch_cost: 1.9518 data_cost: 0.0012 ips: 24.5931 images/s [10/26 10:08:45] ppdet.engine INFO: Epoch: [218] [300/610] learning_rate: 0.051403 loss_vfl: 0.760068 loss_bbox: 0.270820 loss_dfl: 0.178760 loss: 1.191238 eta: 1 day, 3:14:06 batch_cost: 2.0166 data_cost: 0.0011 ips: 23.8021 images/s [10/26 10:09:28] ppdet.engine INFO: Epoch: [218] [320/610] learning_rate: 0.051365 loss_vfl: 0.767002 loss_bbox: 0.264835 loss_dfl: 0.182364 loss: 1.209712 eta: 1 day, 3:13:27 batch_cost: 1.9399 data_cost: 0.0011 ips: 24.7430 images/s [10/26 10:10:12] ppdet.engine INFO: Epoch: [218] [340/610] learning_rate: 0.051326 loss_vfl: 0.771159 loss_bbox: 0.275088 loss_dfl: 0.186459 loss: 1.238703 eta: 1 day, 3:12:47 batch_cost: 1.9807 data_cost: 0.0011 ips: 24.2340 images/s [10/26 10:10:57] ppdet.engine INFO: Epoch: [218] [360/610] learning_rate: 0.051287 loss_vfl: 0.753373 loss_bbox: 0.261367 loss_dfl: 0.179222 loss: 1.210721 eta: 1 day, 3:12:08 batch_cost: 2.0292 data_cost: 0.0012 ips: 23.6544 images/s [10/26 10:11:41] ppdet.engine INFO: Epoch: [218] [380/610] learning_rate: 0.051248 loss_vfl: 0.787827 loss_bbox: 0.264159 loss_dfl: 0.179852 loss: 1.227377 eta: 1 day, 3:11:29 batch_cost: 2.0532 data_cost: 0.0011 ips: 23.3776 images/s [10/26 10:12:25] ppdet.engine INFO: Epoch: [218] [400/610] learning_rate: 0.051209 loss_vfl: 0.765814 loss_bbox: 0.257545 loss_dfl: 0.182565 loss: 1.194520 eta: 1 day, 3:10:50 batch_cost: 2.0066 data_cost: 0.0010 ips: 23.9210 images/s [10/26 10:13:09] ppdet.engine INFO: Epoch: [218] [420/610] learning_rate: 0.051171 loss_vfl: 0.768201 loss_bbox: 0.271234 loss_dfl: 0.182145 loss: 1.229915 eta: 1 day, 3:10:10 batch_cost: 1.9201 data_cost: 0.0011 ips: 24.9991 images/s [10/26 10:13:53] ppdet.engine INFO: Epoch: [218] [440/610] learning_rate: 0.051132 loss_vfl: 0.759941 loss_bbox: 0.267725 loss_dfl: 0.179004 loss: 1.215284 eta: 1 day, 3:09:31 batch_cost: 1.9776 data_cost: 0.0011 ips: 24.2717 images/s [10/26 10:14:37] ppdet.engine INFO: Epoch: [218] [460/610] learning_rate: 0.051093 loss_vfl: 0.776638 loss_bbox: 0.277138 loss_dfl: 0.188023 loss: 1.264965 eta: 1 day, 3:08:52 batch_cost: 1.9886 data_cost: 0.0011 ips: 24.1372 images/s [10/26 10:15:21] ppdet.engine INFO: Epoch: [218] [480/610] learning_rate: 0.051055 loss_vfl: 0.781993 loss_bbox: 0.263157 loss_dfl: 0.185286 loss: 1.230110 eta: 1 day, 3:08:12 batch_cost: 1.9922 data_cost: 0.0011 ips: 24.0943 images/s [10/26 10:16:04] ppdet.engine INFO: Epoch: [218] [500/610] learning_rate: 0.051016 loss_vfl: 0.762786 loss_bbox: 0.253386 loss_dfl: 0.179092 loss: 1.208285 eta: 1 day, 3:07:33 batch_cost: 1.9560 data_cost: 0.0017 ips: 24.5403 images/s [10/26 10:16:48] ppdet.engine INFO: Epoch: [218] [520/610] learning_rate: 0.050977 loss_vfl: 0.768148 loss_bbox: 0.279909 loss_dfl: 0.185881 loss: 1.240688 eta: 1 day, 3:06:53 batch_cost: 1.9854 data_cost: 0.0012 ips: 24.1770 images/s [10/26 10:17:31] ppdet.engine INFO: Epoch: [218] [540/610] learning_rate: 0.050939 loss_vfl: 0.750233 loss_bbox: 0.257359 loss_dfl: 0.177458 loss: 1.194851 eta: 1 day, 3:06:14 batch_cost: 1.9718 data_cost: 0.0019 ips: 24.3438 images/s [10/26 10:18:14] ppdet.engine INFO: Epoch: [218] [560/610] learning_rate: 0.050900 loss_vfl: 0.765655 loss_bbox: 0.271848 loss_dfl: 0.176542 loss: 1.209671 eta: 1 day, 3:05:34 batch_cost: 1.9237 data_cost: 0.0011 ips: 24.9518 images/s [10/26 10:18:57] ppdet.engine INFO: Epoch: [218] [580/610] learning_rate: 0.050861 loss_vfl: 0.770462 loss_bbox: 0.261915 loss_dfl: 0.175126 loss: 1.197094 eta: 1 day, 3:04:54 batch_cost: 1.9388 data_cost: 0.0011 ips: 24.7577 images/s [10/26 10:19:40] ppdet.engine INFO: Epoch: [218] [600/610] learning_rate: 0.050823 loss_vfl: 0.787816 loss_bbox: 0.260549 loss_dfl: 0.183693 loss: 1.248294 eta: 1 day, 3:04:15 batch_cost: 1.9245 data_cost: 0.0011 ips: 24.9420 images/s [10/26 10:20:13] ppdet.engine INFO: Epoch: [219] [ 0/610] learning_rate: 0.050803 loss_vfl: 0.787816 loss_bbox: 0.261217 loss_dfl: 0.171378 loss: 1.215689 eta: 1 day, 3:03:58 batch_cost: 2.3712 data_cost: 0.1377 ips: 20.2433 images/s [10/26 10:20:59] ppdet.engine INFO: Epoch: [219] [ 20/610] learning_rate: 0.050765 loss_vfl: 0.782637 loss_bbox: 0.258051 loss_dfl: 0.179739 loss: 1.211884 eta: 1 day, 3:03:20 batch_cost: 2.0801 data_cost: 0.0058 ips: 23.0757 images/s [10/26 10:21:44] ppdet.engine INFO: Epoch: [219] [ 40/610] learning_rate: 0.050726 loss_vfl: 0.771807 loss_bbox: 0.275606 loss_dfl: 0.190089 loss: 1.236349 eta: 1 day, 3:02:40 batch_cost: 2.0098 data_cost: 0.0012 ips: 23.8829 images/s [10/26 10:22:28] ppdet.engine INFO: Epoch: [219] [ 60/610] learning_rate: 0.050687 loss_vfl: 0.771979 loss_bbox: 0.268933 loss_dfl: 0.183893 loss: 1.225760 eta: 1 day, 3:02:01 batch_cost: 1.9711 data_cost: 0.0011 ips: 24.3517 images/s [10/26 10:23:12] ppdet.engine INFO: Epoch: [219] [ 80/610] learning_rate: 0.050649 loss_vfl: 0.760866 loss_bbox: 0.268961 loss_dfl: 0.174541 loss: 1.203758 eta: 1 day, 3:01:22 batch_cost: 1.9760 data_cost: 0.0011 ips: 24.2920 images/s [10/26 10:23:55] ppdet.engine INFO: Epoch: [219] [100/610] learning_rate: 0.050610 loss_vfl: 0.766413 loss_bbox: 0.257108 loss_dfl: 0.175030 loss: 1.187226 eta: 1 day, 3:00:42 batch_cost: 1.9888 data_cost: 0.0011 ips: 24.1351 images/s [10/26 10:24:39] ppdet.engine INFO: Epoch: [219] [120/610] learning_rate: 0.050572 loss_vfl: 0.755383 loss_bbox: 0.272519 loss_dfl: 0.188455 loss: 1.237952 eta: 1 day, 3:00:03 batch_cost: 1.9615 data_cost: 0.0017 ips: 24.4705 images/s [10/26 10:25:22] ppdet.engine INFO: Epoch: [219] [140/610] learning_rate: 0.050533 loss_vfl: 0.753534 loss_bbox: 0.278534 loss_dfl: 0.186419 loss: 1.229280 eta: 1 day, 2:59:23 batch_cost: 1.9663 data_cost: 0.0012 ips: 24.4113 images/s [10/26 10:26:06] ppdet.engine INFO: Epoch: [219] [160/610] learning_rate: 0.050495 loss_vfl: 0.758689 loss_bbox: 0.273507 loss_dfl: 0.184346 loss: 1.224722 eta: 1 day, 2:58:44 batch_cost: 1.9670 data_cost: 0.0011 ips: 24.4027 images/s [10/26 10:26:51] ppdet.engine INFO: Epoch: [219] [180/610] learning_rate: 0.050456 loss_vfl: 0.777667 loss_bbox: 0.284507 loss_dfl: 0.194751 loss: 1.258234 eta: 1 day, 2:58:05 batch_cost: 2.0431 data_cost: 0.0011 ips: 23.4943 images/s [10/26 10:27:36] ppdet.engine INFO: Epoch: [219] [200/610] learning_rate: 0.050417 loss_vfl: 0.780859 loss_bbox: 0.261656 loss_dfl: 0.173625 loss: 1.205953 eta: 1 day, 2:57:26 batch_cost: 2.0410 data_cost: 0.0010 ips: 23.5175 images/s [10/26 10:28:20] ppdet.engine INFO: Epoch: [219] [220/610] learning_rate: 0.050379 loss_vfl: 0.782114 loss_bbox: 0.258546 loss_dfl: 0.175157 loss: 1.220933 eta: 1 day, 2:56:47 batch_cost: 1.9990 data_cost: 0.0011 ips: 24.0125 images/s [10/26 10:29:04] ppdet.engine INFO: Epoch: [219] [240/610] learning_rate: 0.050340 loss_vfl: 0.772922 loss_bbox: 0.273868 loss_dfl: 0.182066 loss: 1.227695 eta: 1 day, 2:56:08 batch_cost: 2.0059 data_cost: 0.0011 ips: 23.9296 images/s [10/26 10:29:48] ppdet.engine INFO: Epoch: [219] [260/610] learning_rate: 0.050302 loss_vfl: 0.769764 loss_bbox: 0.267328 loss_dfl: 0.180517 loss: 1.210237 eta: 1 day, 2:55:28 batch_cost: 1.9724 data_cost: 0.0011 ips: 24.3361 images/s [10/26 10:30:33] ppdet.engine INFO: Epoch: [219] [280/610] learning_rate: 0.050264 loss_vfl: 0.768953 loss_bbox: 0.305259 loss_dfl: 0.200396 loss: 1.277630 eta: 1 day, 2:54:49 batch_cost: 2.0572 data_cost: 0.0017 ips: 23.3322 images/s [10/26 10:31:17] ppdet.engine INFO: Epoch: [219] [300/610] learning_rate: 0.050225 loss_vfl: 0.751363 loss_bbox: 0.262868 loss_dfl: 0.173394 loss: 1.186696 eta: 1 day, 2:54:10 batch_cost: 2.0073 data_cost: 0.0011 ips: 23.9125 images/s [10/26 10:32:01] ppdet.engine INFO: Epoch: [219] [320/610] learning_rate: 0.050187 loss_vfl: 0.791891 loss_bbox: 0.268225 loss_dfl: 0.187815 loss: 1.257810 eta: 1 day, 2:53:31 batch_cost: 1.9824 data_cost: 0.0011 ips: 24.2136 images/s [10/26 10:32:45] ppdet.engine INFO: Epoch: [219] [340/610] learning_rate: 0.050148 loss_vfl: 0.783614 loss_bbox: 0.282617 loss_dfl: 0.188086 loss: 1.262065 eta: 1 day, 2:52:51 batch_cost: 1.9554 data_cost: 0.0011 ips: 24.5475 images/s [10/26 10:33:28] ppdet.engine INFO: Epoch: [219] [360/610] learning_rate: 0.050110 loss_vfl: 0.773159 loss_bbox: 0.288971 loss_dfl: 0.186272 loss: 1.247588 eta: 1 day, 2:52:12 batch_cost: 2.0014 data_cost: 0.0011 ips: 23.9837 images/s [10/26 10:34:13] ppdet.engine INFO: Epoch: [219] [380/610] learning_rate: 0.050071 loss_vfl: 0.768750 loss_bbox: 0.274478 loss_dfl: 0.181908 loss: 1.216290 eta: 1 day, 2:51:33 batch_cost: 1.9863 data_cost: 0.0011 ips: 24.1661 images/s [10/26 10:34:57] ppdet.engine INFO: Epoch: [219] [400/610] learning_rate: 0.050033 loss_vfl: 0.776846 loss_bbox: 0.250666 loss_dfl: 0.172968 loss: 1.203100 eta: 1 day, 2:50:53 batch_cost: 1.9934 data_cost: 0.0017 ips: 24.0797 images/s [10/26 10:35:42] ppdet.engine INFO: Epoch: [219] [420/610] learning_rate: 0.049995 loss_vfl: 0.772170 loss_bbox: 0.266729 loss_dfl: 0.176207 loss: 1.230257 eta: 1 day, 2:50:15 batch_cost: 2.0699 data_cost: 0.0018 ips: 23.1898 images/s [10/26 10:36:27] ppdet.engine INFO: Epoch: [219] [440/610] learning_rate: 0.049956 loss_vfl: 0.761340 loss_bbox: 0.268598 loss_dfl: 0.180303 loss: 1.236337 eta: 1 day, 2:49:35 batch_cost: 1.9635 data_cost: 0.0011 ips: 24.4459 images/s [10/26 10:37:11] ppdet.engine INFO: Epoch: [219] [460/610] learning_rate: 0.049918 loss_vfl: 0.757298 loss_bbox: 0.254831 loss_dfl: 0.181511 loss: 1.192406 eta: 1 day, 2:48:56 batch_cost: 2.0338 data_cost: 0.0013 ips: 23.6007 images/s [10/26 10:37:55] ppdet.engine INFO: Epoch: [219] [480/610] learning_rate: 0.049879 loss_vfl: 0.775297 loss_bbox: 0.266580 loss_dfl: 0.181498 loss: 1.223203 eta: 1 day, 2:48:17 batch_cost: 2.0247 data_cost: 0.0011 ips: 23.7071 images/s [10/26 10:38:41] ppdet.engine INFO: Epoch: [219] [500/610] learning_rate: 0.049841 loss_vfl: 0.759547 loss_bbox: 0.259976 loss_dfl: 0.179394 loss: 1.198410 eta: 1 day, 2:47:38 batch_cost: 2.0645 data_cost: 0.0011 ips: 23.2506 images/s [10/26 10:39:26] ppdet.engine INFO: Epoch: [219] [520/610] learning_rate: 0.049803 loss_vfl: 0.770599 loss_bbox: 0.267317 loss_dfl: 0.184052 loss: 1.230955 eta: 1 day, 2:46:59 batch_cost: 2.0381 data_cost: 0.0011 ips: 23.5518 images/s [10/26 10:40:11] ppdet.engine INFO: Epoch: [219] [540/610] learning_rate: 0.049764 loss_vfl: 0.780232 loss_bbox: 0.269002 loss_dfl: 0.176658 loss: 1.233376 eta: 1 day, 2:46:21 batch_cost: 2.0678 data_cost: 0.0011 ips: 23.2129 images/s [10/26 10:40:55] ppdet.engine INFO: Epoch: [219] [560/610] learning_rate: 0.049726 loss_vfl: 0.781845 loss_bbox: 0.273234 loss_dfl: 0.188551 loss: 1.227735 eta: 1 day, 2:45:41 batch_cost: 1.9823 data_cost: 0.0017 ips: 24.2143 images/s [10/26 10:41:40] ppdet.engine INFO: Epoch: [219] [580/610] learning_rate: 0.049688 loss_vfl: 0.773615 loss_bbox: 0.272058 loss_dfl: 0.179792 loss: 1.227122 eta: 1 day, 2:45:02 batch_cost: 2.0293 data_cost: 0.0017 ips: 23.6532 images/s [10/26 10:42:23] ppdet.engine INFO: Epoch: [219] [600/610] learning_rate: 0.049650 loss_vfl: 0.765286 loss_bbox: 0.273408 loss_dfl: 0.184959 loss: 1.232626 eta: 1 day, 2:44:23 batch_cost: 1.9469 data_cost: 0.0011 ips: 24.6549 images/s [10/26 10:42:43] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/26 10:42:43] ppdet.engine INFO: Eval iter: 0 [10/26 10:43:15] ppdet.engine INFO: Eval iter: 100 [10/26 10:43:38] ppdet.engine INFO: Eval iter: 200 [10/26 10:44:01] ppdet.engine INFO: Eval iter: 300 [10/26 10:44:25] ppdet.engine INFO: Eval iter: 400 [10/26 10:44:49] ppdet.engine INFO: Eval iter: 500 [10/26 10:45:12] ppdet.engine INFO: Eval iter: 600 [10/26 10:45:31] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.90s) creating index... index created! [10/26 10:45:32] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.66s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=100.73s). Accumulating evaluation results... DONE (t=17.07s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.362 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.520 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.383 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.145 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 ] = 0.580 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.307 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.484 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 ] = 0.252 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.576 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.758 [10/26 10:47:36] ppdet.engine INFO: Total sample number: 4952, averge FPS: 31.99906615978112 [10/26 10:47:36] ppdet.engine INFO: Best test bbox ap is 0.362. [10/26 10:47:36] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/26 10:47:39] ppdet.engine INFO: Epoch: [220] [ 0/610] learning_rate: 0.049630 loss_vfl: 0.775398 loss_bbox: 0.262898 loss_dfl: 0.178809 loss: 1.227142 eta: 1 day, 2:44:02 batch_cost: 1.8412 data_cost: 0.0011 ips: 26.0697 images/s [10/26 10:48:24] ppdet.engine INFO: Epoch: [220] [ 20/610] learning_rate: 0.049592 loss_vfl: 0.767152 loss_bbox: 0.273833 loss_dfl: 0.180725 loss: 1.223804 eta: 1 day, 2:43:23 batch_cost: 2.0360 data_cost: 0.0011 ips: 23.5756 images/s [10/26 10:49:08] ppdet.engine INFO: Epoch: [220] [ 40/610] learning_rate: 0.049554 loss_vfl: 0.748975 loss_bbox: 0.281367 loss_dfl: 0.183128 loss: 1.201262 eta: 1 day, 2:42:44 batch_cost: 2.0096 data_cost: 0.0011 ips: 23.8852 images/s [10/26 10:49:52] ppdet.engine INFO: Epoch: [220] [ 60/610] learning_rate: 0.049516 loss_vfl: 0.751451 loss_bbox: 0.278710 loss_dfl: 0.180186 loss: 1.202262 eta: 1 day, 2:42:05 batch_cost: 1.9901 data_cost: 0.0010 ips: 24.1198 images/s [10/26 10:50:34] ppdet.engine INFO: Epoch: [220] [ 80/610] learning_rate: 0.049477 loss_vfl: 0.775642 loss_bbox: 0.294545 loss_dfl: 0.194576 loss: 1.259312 eta: 1 day, 2:41:24 batch_cost: 1.8835 data_cost: 0.0010 ips: 25.4841 images/s [10/26 10:51:18] ppdet.engine INFO: Epoch: [220] [100/610] learning_rate: 0.049439 loss_vfl: 0.772428 loss_bbox: 0.270462 loss_dfl: 0.181151 loss: 1.233775 eta: 1 day, 2:40:45 batch_cost: 1.9756 data_cost: 0.0011 ips: 24.2963 images/s [10/26 10:52:02] ppdet.engine INFO: Epoch: [220] [120/610] learning_rate: 0.049401 loss_vfl: 0.760363 loss_bbox: 0.257126 loss_dfl: 0.180217 loss: 1.198746 eta: 1 day, 2:40:06 batch_cost: 2.0315 data_cost: 0.0011 ips: 23.6274 images/s [10/26 10:52:46] ppdet.engine INFO: Epoch: [220] [140/610] learning_rate: 0.049363 loss_vfl: 0.777697 loss_bbox: 0.283526 loss_dfl: 0.188457 loss: 1.227460 eta: 1 day, 2:39:27 batch_cost: 1.9761 data_cost: 0.0011 ips: 24.2901 images/s [10/26 10:53:29] ppdet.engine INFO: Epoch: [220] [160/610] learning_rate: 0.049325 loss_vfl: 0.764831 loss_bbox: 0.271223 loss_dfl: 0.185334 loss: 1.217166 eta: 1 day, 2:38:47 batch_cost: 1.9936 data_cost: 0.0010 ips: 24.0776 images/s [10/26 10:54:13] ppdet.engine INFO: Epoch: [220] [180/610] learning_rate: 0.049286 loss_vfl: 0.770798 loss_bbox: 0.269115 loss_dfl: 0.190295 loss: 1.218048 eta: 1 day, 2:38:08 batch_cost: 1.9875 data_cost: 0.0010 ips: 24.1509 images/s [10/26 10:54:56] ppdet.engine INFO: Epoch: [220] [200/610] learning_rate: 0.049248 loss_vfl: 0.765591 loss_bbox: 0.275971 loss_dfl: 0.181555 loss: 1.219986 eta: 1 day, 2:37:28 batch_cost: 1.9237 data_cost: 0.0010 ips: 24.9520 images/s [10/26 10:55:39] ppdet.engine INFO: Epoch: [220] [220/610] learning_rate: 0.049210 loss_vfl: 0.775055 loss_bbox: 0.261456 loss_dfl: 0.175708 loss: 1.207645 eta: 1 day, 2:36:49 batch_cost: 1.9603 data_cost: 0.0011 ips: 24.4856 images/s [10/26 10:56:23] ppdet.engine INFO: Epoch: [220] [240/610] learning_rate: 0.049172 loss_vfl: 0.767256 loss_bbox: 0.272544 loss_dfl: 0.183072 loss: 1.209239 eta: 1 day, 2:36:09 batch_cost: 1.9790 data_cost: 0.0010 ips: 24.2551 images/s [10/26 10:57:06] ppdet.engine INFO: Epoch: [220] [260/610] learning_rate: 0.049134 loss_vfl: 0.767396 loss_bbox: 0.265918 loss_dfl: 0.185416 loss: 1.225164 eta: 1 day, 2:35:30 batch_cost: 1.9680 data_cost: 0.0010 ips: 24.3905 images/s [10/26 10:57:49] ppdet.engine INFO: Epoch: [220] [280/610] learning_rate: 0.049096 loss_vfl: 0.755506 loss_bbox: 0.263934 loss_dfl: 0.186689 loss: 1.224002 eta: 1 day, 2:34:50 batch_cost: 1.9481 data_cost: 0.0011 ips: 24.6396 images/s [10/26 10:58:33] ppdet.engine INFO: Epoch: [220] [300/610] learning_rate: 0.049058 loss_vfl: 0.772479 loss_bbox: 0.252163 loss_dfl: 0.178851 loss: 1.218190 eta: 1 day, 2:34:11 batch_cost: 2.0108 data_cost: 0.0011 ips: 23.8709 images/s [10/26 10:59:17] ppdet.engine INFO: Epoch: [220] [320/610] learning_rate: 0.049020 loss_vfl: 0.758936 loss_bbox: 0.271435 loss_dfl: 0.177329 loss: 1.218898 eta: 1 day, 2:33:31 batch_cost: 1.9577 data_cost: 0.0011 ips: 24.5192 images/s [10/26 11:00:01] ppdet.engine INFO: Epoch: [220] [340/610] learning_rate: 0.048981 loss_vfl: 0.771436 loss_bbox: 0.267107 loss_dfl: 0.180326 loss: 1.216562 eta: 1 day, 2:32:52 batch_cost: 1.9743 data_cost: 0.0011 ips: 24.3129 images/s [10/26 11:00:44] ppdet.engine INFO: Epoch: [220] [360/610] learning_rate: 0.048943 loss_vfl: 0.774155 loss_bbox: 0.284846 loss_dfl: 0.198175 loss: 1.284486 eta: 1 day, 2:32:12 batch_cost: 1.9128 data_cost: 0.0010 ips: 25.0937 images/s [10/26 11:01:27] ppdet.engine INFO: Epoch: [220] [380/610] learning_rate: 0.048905 loss_vfl: 0.768310 loss_bbox: 0.275667 loss_dfl: 0.190658 loss: 1.240379 eta: 1 day, 2:31:33 batch_cost: 1.9533 data_cost: 0.0011 ips: 24.5741 images/s [10/26 11:02:12] ppdet.engine INFO: Epoch: [220] [400/610] learning_rate: 0.048867 loss_vfl: 0.761660 loss_bbox: 0.273194 loss_dfl: 0.186165 loss: 1.224501 eta: 1 day, 2:30:54 batch_cost: 2.0271 data_cost: 0.0011 ips: 23.6790 images/s [10/26 11:02:57] ppdet.engine INFO: Epoch: [220] [420/610] learning_rate: 0.048829 loss_vfl: 0.763424 loss_bbox: 0.260773 loss_dfl: 0.181355 loss: 1.202928 eta: 1 day, 2:30:15 batch_cost: 2.0529 data_cost: 0.0010 ips: 23.3818 images/s [10/26 11:03:40] ppdet.engine INFO: Epoch: [220] [440/610] learning_rate: 0.048791 loss_vfl: 0.759149 loss_bbox: 0.276251 loss_dfl: 0.183369 loss: 1.222520 eta: 1 day, 2:29:35 batch_cost: 1.9617 data_cost: 0.0011 ips: 24.4687 images/s [10/26 11:04:24] ppdet.engine INFO: Epoch: [220] [460/610] learning_rate: 0.048753 loss_vfl: 0.775576 loss_bbox: 0.265301 loss_dfl: 0.182404 loss: 1.246738 eta: 1 day, 2:28:56 batch_cost: 1.9763 data_cost: 0.0010 ips: 24.2875 images/s [10/26 11:05:07] ppdet.engine INFO: Epoch: [220] [480/610] learning_rate: 0.048715 loss_vfl: 0.756846 loss_bbox: 0.275007 loss_dfl: 0.179418 loss: 1.203766 eta: 1 day, 2:28:16 batch_cost: 1.9683 data_cost: 0.0011 ips: 24.3871 images/s [10/26 11:05:52] ppdet.engine INFO: Epoch: [220] [500/610] learning_rate: 0.048677 loss_vfl: 0.767703 loss_bbox: 0.266155 loss_dfl: 0.170434 loss: 1.232465 eta: 1 day, 2:27:37 batch_cost: 2.0086 data_cost: 0.0010 ips: 23.8975 images/s [10/26 11:06:36] ppdet.engine INFO: Epoch: [220] [520/610] learning_rate: 0.048639 loss_vfl: 0.776291 loss_bbox: 0.267928 loss_dfl: 0.180787 loss: 1.226605 eta: 1 day, 2:26:58 batch_cost: 2.0094 data_cost: 0.0011 ips: 23.8881 images/s [10/26 11:07:20] ppdet.engine INFO: Epoch: [220] [540/610] learning_rate: 0.048601 loss_vfl: 0.786819 loss_bbox: 0.265177 loss_dfl: 0.182095 loss: 1.239703 eta: 1 day, 2:26:19 batch_cost: 1.9787 data_cost: 0.0010 ips: 24.2583 images/s [10/26 11:08:04] ppdet.engine INFO: Epoch: [220] [560/610] learning_rate: 0.048563 loss_vfl: 0.774433 loss_bbox: 0.274641 loss_dfl: 0.181697 loss: 1.238261 eta: 1 day, 2:25:39 batch_cost: 1.9790 data_cost: 0.0011 ips: 24.2542 images/s [10/26 11:08:48] ppdet.engine INFO: Epoch: [220] [580/610] learning_rate: 0.048525 loss_vfl: 0.773799 loss_bbox: 0.277241 loss_dfl: 0.187008 loss: 1.239173 eta: 1 day, 2:25:00 batch_cost: 1.9887 data_cost: 0.0010 ips: 24.1365 images/s [10/26 11:09:30] ppdet.engine INFO: Epoch: [220] [600/610] learning_rate: 0.048488 loss_vfl: 0.771102 loss_bbox: 0.285761 loss_dfl: 0.182991 loss: 1.238228 eta: 1 day, 2:24:20 batch_cost: 1.9330 data_cost: 0.0011 ips: 24.8315 images/s [10/26 11:10:04] ppdet.engine INFO: Epoch: [221] [ 0/610] learning_rate: 0.048469 loss_vfl: 0.774333 loss_bbox: 0.286436 loss_dfl: 0.184570 loss: 1.249606 eta: 1 day, 2:24:04 batch_cost: 2.3823 data_cost: 0.3435 ips: 20.1489 images/s [10/26 11:10:51] ppdet.engine INFO: Epoch: [221] [ 20/610] learning_rate: 0.048431 loss_vfl: 0.767462 loss_bbox: 0.259868 loss_dfl: 0.181037 loss: 1.213625 eta: 1 day, 2:23:25 batch_cost: 2.0927 data_cost: 0.0013 ips: 22.9369 images/s [10/26 11:11:34] ppdet.engine INFO: Epoch: [221] [ 40/610] learning_rate: 0.048393 loss_vfl: 0.774964 loss_bbox: 0.252629 loss_dfl: 0.182018 loss: 1.207694 eta: 1 day, 2:22:46 batch_cost: 1.9604 data_cost: 0.0013 ips: 24.4843 images/s [10/26 11:12:19] ppdet.engine INFO: Epoch: [221] [ 60/610] learning_rate: 0.048355 loss_vfl: 0.774318 loss_bbox: 0.259608 loss_dfl: 0.175112 loss: 1.220991 eta: 1 day, 2:22:06 batch_cost: 2.0113 data_cost: 0.0010 ips: 23.8649 images/s [10/26 11:13:03] ppdet.engine INFO: Epoch: [221] [ 80/610] learning_rate: 0.048317 loss_vfl: 0.790096 loss_bbox: 0.279989 loss_dfl: 0.182014 loss: 1.247450 eta: 1 day, 2:21:27 batch_cost: 1.9997 data_cost: 0.0011 ips: 24.0036 images/s [10/26 11:13:48] ppdet.engine INFO: Epoch: [221] [100/610] learning_rate: 0.048279 loss_vfl: 0.776671 loss_bbox: 0.259254 loss_dfl: 0.181919 loss: 1.208334 eta: 1 day, 2:20:48 batch_cost: 2.0563 data_cost: 0.0011 ips: 23.3427 images/s [10/26 11:14:33] ppdet.engine INFO: Epoch: [221] [120/610] learning_rate: 0.048241 loss_vfl: 0.759780 loss_bbox: 0.256272 loss_dfl: 0.173315 loss: 1.195233 eta: 1 day, 2:20:09 batch_cost: 2.0305 data_cost: 0.0011 ips: 23.6397 images/s [10/26 11:15:16] ppdet.engine INFO: Epoch: [221] [140/610] learning_rate: 0.048204 loss_vfl: 0.761351 loss_bbox: 0.271767 loss_dfl: 0.187208 loss: 1.222093 eta: 1 day, 2:19:30 batch_cost: 1.9721 data_cost: 0.0010 ips: 24.3394 images/s [10/26 11:16:00] ppdet.engine INFO: Epoch: [221] [160/610] learning_rate: 0.048166 loss_vfl: 0.761687 loss_bbox: 0.272814 loss_dfl: 0.194010 loss: 1.235434 eta: 1 day, 2:18:50 batch_cost: 1.9858 data_cost: 0.0011 ips: 24.1715 images/s [10/26 11:16:44] ppdet.engine INFO: Epoch: [221] [180/610] learning_rate: 0.048128 loss_vfl: 0.764804 loss_bbox: 0.284309 loss_dfl: 0.193506 loss: 1.237328 eta: 1 day, 2:18:11 batch_cost: 1.9793 data_cost: 0.0010 ips: 24.2514 images/s [10/26 11:17:27] ppdet.engine INFO: Epoch: [221] [200/610] learning_rate: 0.048090 loss_vfl: 0.760659 loss_bbox: 0.278620 loss_dfl: 0.188212 loss: 1.221162 eta: 1 day, 2:17:31 batch_cost: 1.9101 data_cost: 0.0011 ips: 25.1296 images/s [10/26 11:18:10] ppdet.engine INFO: Epoch: [221] [220/610] learning_rate: 0.048052 loss_vfl: 0.776619 loss_bbox: 0.258871 loss_dfl: 0.188001 loss: 1.232347 eta: 1 day, 2:16:51 batch_cost: 1.9244 data_cost: 0.0010 ips: 24.9425 images/s [10/26 11:18:54] ppdet.engine INFO: Epoch: [221] [240/610] learning_rate: 0.048015 loss_vfl: 0.749510 loss_bbox: 0.257093 loss_dfl: 0.179209 loss: 1.194177 eta: 1 day, 2:16:12 batch_cost: 1.9884 data_cost: 0.0011 ips: 24.1402 images/s [10/26 11:19:37] ppdet.engine INFO: Epoch: [221] [260/610] learning_rate: 0.047977 loss_vfl: 0.753051 loss_bbox: 0.250190 loss_dfl: 0.179862 loss: 1.196534 eta: 1 day, 2:15:33 batch_cost: 1.9901 data_cost: 0.0011 ips: 24.1196 images/s [10/26 11:20:20] ppdet.engine INFO: Epoch: [221] [280/610] learning_rate: 0.047939 loss_vfl: 0.783250 loss_bbox: 0.286734 loss_dfl: 0.190584 loss: 1.260376 eta: 1 day, 2:14:53 batch_cost: 1.9346 data_cost: 0.0011 ips: 24.8116 images/s [10/26 11:21:05] ppdet.engine INFO: Epoch: [221] [300/610] learning_rate: 0.047901 loss_vfl: 0.759457 loss_bbox: 0.274807 loss_dfl: 0.182278 loss: 1.221268 eta: 1 day, 2:14:14 batch_cost: 2.0292 data_cost: 0.0031 ips: 23.6551 images/s [10/26 11:21:49] ppdet.engine INFO: Epoch: [221] [320/610] learning_rate: 0.047864 loss_vfl: 0.766614 loss_bbox: 0.273299 loss_dfl: 0.183481 loss: 1.206027 eta: 1 day, 2:13:35 batch_cost: 2.0050 data_cost: 0.0010 ips: 23.9398 images/s [10/26 11:22:33] ppdet.engine INFO: Epoch: [221] [340/610] learning_rate: 0.047826 loss_vfl: 0.772583 loss_bbox: 0.256205 loss_dfl: 0.174847 loss: 1.189228 eta: 1 day, 2:12:55 batch_cost: 1.9950 data_cost: 0.0010 ips: 24.0602 images/s [10/26 11:23:16] ppdet.engine INFO: Epoch: [221] [360/610] learning_rate: 0.047788 loss_vfl: 0.756710 loss_bbox: 0.296931 loss_dfl: 0.191982 loss: 1.258906 eta: 1 day, 2:12:16 batch_cost: 1.9349 data_cost: 0.0010 ips: 24.8075 images/s [10/26 11:23:59] ppdet.engine INFO: Epoch: [221] [380/610] learning_rate: 0.047750 loss_vfl: 0.772545 loss_bbox: 0.277503 loss_dfl: 0.183645 loss: 1.225932 eta: 1 day, 2:11:36 batch_cost: 1.9551 data_cost: 0.0010 ips: 24.5514 images/s [10/26 11:24:42] ppdet.engine INFO: Epoch: [221] [400/610] learning_rate: 0.047713 loss_vfl: 0.744164 loss_bbox: 0.269235 loss_dfl: 0.182402 loss: 1.198745 eta: 1 day, 2:10:57 batch_cost: 1.9822 data_cost: 0.0010 ips: 24.2157 images/s [10/26 11:25:26] ppdet.engine INFO: Epoch: [221] [420/610] learning_rate: 0.047675 loss_vfl: 0.770062 loss_bbox: 0.288477 loss_dfl: 0.192905 loss: 1.246666 eta: 1 day, 2:10:17 batch_cost: 1.9702 data_cost: 0.0045 ips: 24.3629 images/s [10/26 11:26:10] ppdet.engine INFO: Epoch: [221] [440/610] learning_rate: 0.047637 loss_vfl: 0.776130 loss_bbox: 0.276013 loss_dfl: 0.191460 loss: 1.241430 eta: 1 day, 2:09:38 batch_cost: 1.9670 data_cost: 0.0011 ips: 24.4024 images/s [10/26 11:26:53] ppdet.engine INFO: Epoch: [221] [460/610] learning_rate: 0.047600 loss_vfl: 0.777099 loss_bbox: 0.284175 loss_dfl: 0.184980 loss: 1.233037 eta: 1 day, 2:08:58 batch_cost: 1.9814 data_cost: 0.0011 ips: 24.2254 images/s [10/26 11:27:37] ppdet.engine INFO: Epoch: [221] [480/610] learning_rate: 0.047562 loss_vfl: 0.755371 loss_bbox: 0.293232 loss_dfl: 0.190559 loss: 1.233843 eta: 1 day, 2:08:19 batch_cost: 2.0003 data_cost: 0.0010 ips: 23.9959 images/s [10/26 11:28:21] ppdet.engine INFO: Epoch: [221] [500/610] learning_rate: 0.047525 loss_vfl: 0.758259 loss_bbox: 0.264228 loss_dfl: 0.178906 loss: 1.200512 eta: 1 day, 2:07:40 batch_cost: 1.9852 data_cost: 0.0069 ips: 24.1793 images/s [10/26 11:29:05] ppdet.engine INFO: Epoch: [221] [520/610] learning_rate: 0.047487 loss_vfl: 0.766770 loss_bbox: 0.274896 loss_dfl: 0.181584 loss: 1.208679 eta: 1 day, 2:07:01 batch_cost: 2.0192 data_cost: 0.0011 ips: 23.7722 images/s [10/26 11:29:49] ppdet.engine INFO: Epoch: [221] [540/610] learning_rate: 0.047449 loss_vfl: 0.763968 loss_bbox: 0.254929 loss_dfl: 0.183756 loss: 1.202932 eta: 1 day, 2:06:21 batch_cost: 1.9446 data_cost: 0.0011 ips: 24.6838 images/s [10/26 11:30:33] ppdet.engine INFO: Epoch: [221] [560/610] learning_rate: 0.047412 loss_vfl: 0.779668 loss_bbox: 0.268514 loss_dfl: 0.176180 loss: 1.239886 eta: 1 day, 2:05:42 batch_cost: 2.0035 data_cost: 0.0010 ips: 23.9581 images/s [10/26 11:31:17] ppdet.engine INFO: Epoch: [221] [580/610] learning_rate: 0.047374 loss_vfl: 0.759360 loss_bbox: 0.289143 loss_dfl: 0.184724 loss: 1.244329 eta: 1 day, 2:05:03 batch_cost: 2.0110 data_cost: 0.0010 ips: 23.8687 images/s [10/26 11:31:59] ppdet.engine INFO: Epoch: [221] [600/610] learning_rate: 0.047337 loss_vfl: 0.763958 loss_bbox: 0.274955 loss_dfl: 0.181964 loss: 1.232261 eta: 1 day, 2:04:23 batch_cost: 1.8973 data_cost: 0.0011 ips: 25.2992 images/s [10/26 11:32:32] ppdet.engine INFO: Epoch: [222] [ 0/610] learning_rate: 0.047318 loss_vfl: 0.776665 loss_bbox: 0.280222 loss_dfl: 0.188031 loss: 1.232989 eta: 1 day, 2:04:06 batch_cost: 2.3185 data_cost: 0.3221 ips: 20.7026 images/s [10/26 11:33:17] ppdet.engine INFO: Epoch: [222] [ 20/610] learning_rate: 0.047280 loss_vfl: 0.770974 loss_bbox: 0.267205 loss_dfl: 0.183143 loss: 1.217199 eta: 1 day, 2:03:27 batch_cost: 1.9903 data_cost: 0.0018 ips: 24.1168 images/s [10/26 11:34:01] ppdet.engine INFO: Epoch: [222] [ 40/610] learning_rate: 0.047243 loss_vfl: 0.778549 loss_bbox: 0.258122 loss_dfl: 0.178820 loss: 1.228063 eta: 1 day, 2:02:47 batch_cost: 1.9809 data_cost: 0.0013 ips: 24.2315 images/s [10/26 11:34:46] ppdet.engine INFO: Epoch: [222] [ 60/610] learning_rate: 0.047205 loss_vfl: 0.764163 loss_bbox: 0.276876 loss_dfl: 0.182930 loss: 1.229267 eta: 1 day, 2:02:08 batch_cost: 2.0383 data_cost: 0.0021 ips: 23.5491 images/s [10/26 11:35:31] ppdet.engine INFO: Epoch: [222] [ 80/610] learning_rate: 0.047168 loss_vfl: 0.761566 loss_bbox: 0.272409 loss_dfl: 0.186740 loss: 1.231898 eta: 1 day, 2:01:29 batch_cost: 2.0476 data_cost: 0.0011 ips: 23.4425 images/s [10/26 11:36:15] ppdet.engine INFO: Epoch: [222] [100/610] learning_rate: 0.047130 loss_vfl: 0.765025 loss_bbox: 0.275492 loss_dfl: 0.184440 loss: 1.218473 eta: 1 day, 2:00:50 batch_cost: 1.9562 data_cost: 0.0011 ips: 24.5375 images/s [10/26 11:36:58] ppdet.engine INFO: Epoch: [222] [120/610] learning_rate: 0.047093 loss_vfl: 0.766409 loss_bbox: 0.258801 loss_dfl: 0.175971 loss: 1.219014 eta: 1 day, 2:00:10 batch_cost: 1.9524 data_cost: 0.0011 ips: 24.5852 images/s [10/26 11:37:42] ppdet.engine INFO: Epoch: [222] [140/610] learning_rate: 0.047055 loss_vfl: 0.757226 loss_bbox: 0.248284 loss_dfl: 0.179273 loss: 1.187516 eta: 1 day, 1:59:31 batch_cost: 1.9730 data_cost: 0.0018 ips: 24.3286 images/s [10/26 11:38:26] ppdet.engine INFO: Epoch: [222] [160/610] learning_rate: 0.047018 loss_vfl: 0.761112 loss_bbox: 0.259315 loss_dfl: 0.182244 loss: 1.191935 eta: 1 day, 1:58:52 batch_cost: 2.0076 data_cost: 0.0016 ips: 23.9093 images/s [10/26 11:39:10] ppdet.engine INFO: Epoch: [222] [180/610] learning_rate: 0.046981 loss_vfl: 0.774184 loss_bbox: 0.281103 loss_dfl: 0.188682 loss: 1.238766 eta: 1 day, 1:58:12 batch_cost: 1.9451 data_cost: 0.0011 ips: 24.6772 images/s [10/26 11:39:54] ppdet.engine INFO: Epoch: [222] [200/610] learning_rate: 0.046943 loss_vfl: 0.764191 loss_bbox: 0.261759 loss_dfl: 0.178800 loss: 1.220366 eta: 1 day, 1:57:33 batch_cost: 2.0067 data_cost: 0.0012 ips: 23.9204 images/s [10/26 11:40:37] ppdet.engine INFO: Epoch: [222] [220/610] learning_rate: 0.046906 loss_vfl: 0.770402 loss_bbox: 0.274764 loss_dfl: 0.190916 loss: 1.236216 eta: 1 day, 1:56:53 batch_cost: 1.9600 data_cost: 0.0011 ips: 24.4899 images/s [10/26 11:41:21] ppdet.engine INFO: Epoch: [222] [240/610] learning_rate: 0.046868 loss_vfl: 0.768192 loss_bbox: 0.267907 loss_dfl: 0.178818 loss: 1.224830 eta: 1 day, 1:56:14 batch_cost: 1.9759 data_cost: 0.0018 ips: 24.2922 images/s [10/26 11:42:05] ppdet.engine INFO: Epoch: [222] [260/610] learning_rate: 0.046831 loss_vfl: 0.760455 loss_bbox: 0.270977 loss_dfl: 0.182000 loss: 1.218906 eta: 1 day, 1:55:34 batch_cost: 1.9662 data_cost: 0.0011 ips: 24.4132 images/s [10/26 11:42:49] ppdet.engine INFO: Epoch: [222] [280/610] learning_rate: 0.046794 loss_vfl: 0.780239 loss_bbox: 0.263529 loss_dfl: 0.182363 loss: 1.211512 eta: 1 day, 1:54:55 batch_cost: 1.9877 data_cost: 0.0011 ips: 24.1485 images/s [10/26 11:43:34] ppdet.engine INFO: Epoch: [222] [300/610] learning_rate: 0.046756 loss_vfl: 0.762433 loss_bbox: 0.278458 loss_dfl: 0.176305 loss: 1.205314 eta: 1 day, 1:54:16 batch_cost: 2.0429 data_cost: 0.0011 ips: 23.4954 images/s [10/26 11:44:18] ppdet.engine INFO: Epoch: [222] [320/610] learning_rate: 0.046719 loss_vfl: 0.781120 loss_bbox: 0.281819 loss_dfl: 0.191221 loss: 1.263638 eta: 1 day, 1:53:37 batch_cost: 2.0179 data_cost: 0.0011 ips: 23.7876 images/s [10/26 11:45:03] ppdet.engine INFO: Epoch: [222] [340/610] learning_rate: 0.046681 loss_vfl: 0.761629 loss_bbox: 0.265110 loss_dfl: 0.183828 loss: 1.205343 eta: 1 day, 1:52:58 batch_cost: 2.0012 data_cost: 0.0014 ips: 23.9855 images/s [10/26 11:45:48] ppdet.engine INFO: Epoch: [222] [360/610] learning_rate: 0.046644 loss_vfl: 0.754021 loss_bbox: 0.289522 loss_dfl: 0.186325 loss: 1.218384 eta: 1 day, 1:52:18 batch_cost: 2.0104 data_cost: 0.0010 ips: 23.8759 images/s [10/26 11:46:32] ppdet.engine INFO: Epoch: [222] [380/610] learning_rate: 0.046607 loss_vfl: 0.762902 loss_bbox: 0.262109 loss_dfl: 0.174779 loss: 1.200349 eta: 1 day, 1:51:39 batch_cost: 2.0094 data_cost: 0.0011 ips: 23.8880 images/s [10/26 11:47:17] ppdet.engine INFO: Epoch: [222] [400/610] learning_rate: 0.046570 loss_vfl: 0.755720 loss_bbox: 0.283083 loss_dfl: 0.191450 loss: 1.239619 eta: 1 day, 1:51:00 batch_cost: 2.0156 data_cost: 0.0011 ips: 23.8146 images/s [10/26 11:48:01] ppdet.engine INFO: Epoch: [222] [420/610] learning_rate: 0.046532 loss_vfl: 0.772252 loss_bbox: 0.282402 loss_dfl: 0.192851 loss: 1.247422 eta: 1 day, 1:50:21 batch_cost: 2.0050 data_cost: 0.0011 ips: 23.9405 images/s [10/26 11:48:45] ppdet.engine INFO: Epoch: [222] [440/610] learning_rate: 0.046495 loss_vfl: 0.792056 loss_bbox: 0.278206 loss_dfl: 0.191637 loss: 1.265917 eta: 1 day, 1:49:41 batch_cost: 1.9692 data_cost: 0.0011 ips: 24.3753 images/s [10/26 11:49:29] ppdet.engine INFO: Epoch: [222] [460/610] learning_rate: 0.046458 loss_vfl: 0.778736 loss_bbox: 0.285340 loss_dfl: 0.189364 loss: 1.236652 eta: 1 day, 1:49:02 batch_cost: 1.9994 data_cost: 0.0011 ips: 24.0076 images/s [10/26 11:50:13] ppdet.engine INFO: Epoch: [222] [480/610] learning_rate: 0.046420 loss_vfl: 0.759069 loss_bbox: 0.270929 loss_dfl: 0.189640 loss: 1.225250 eta: 1 day, 1:48:23 batch_cost: 2.0070 data_cost: 0.0011 ips: 23.9166 images/s [10/26 11:50:57] ppdet.engine INFO: Epoch: [222] [500/610] learning_rate: 0.046383 loss_vfl: 0.769136 loss_bbox: 0.270212 loss_dfl: 0.183572 loss: 1.221136 eta: 1 day, 1:47:43 batch_cost: 1.9815 data_cost: 0.0012 ips: 24.2245 images/s [10/26 11:51:41] ppdet.engine INFO: Epoch: [222] [520/610] learning_rate: 0.046346 loss_vfl: 0.754850 loss_bbox: 0.271605 loss_dfl: 0.179344 loss: 1.204271 eta: 1 day, 1:47:04 batch_cost: 2.0094 data_cost: 0.0011 ips: 23.8882 images/s [10/26 11:52:25] ppdet.engine INFO: Epoch: [222] [540/610] learning_rate: 0.046309 loss_vfl: 0.767984 loss_bbox: 0.272154 loss_dfl: 0.187142 loss: 1.245944 eta: 1 day, 1:46:25 batch_cost: 1.9880 data_cost: 0.0011 ips: 24.1453 images/s [10/26 11:53:08] ppdet.engine INFO: Epoch: [222] [560/610] learning_rate: 0.046271 loss_vfl: 0.766566 loss_bbox: 0.262407 loss_dfl: 0.176711 loss: 1.207620 eta: 1 day, 1:45:45 batch_cost: 1.9391 data_cost: 0.0011 ips: 24.7538 images/s [10/26 11:53:52] ppdet.engine INFO: Epoch: [222] [580/610] learning_rate: 0.046234 loss_vfl: 0.762328 loss_bbox: 0.284436 loss_dfl: 0.185420 loss: 1.238140 eta: 1 day, 1:45:06 batch_cost: 1.9544 data_cost: 0.0011 ips: 24.5604 images/s [10/26 11:54:35] ppdet.engine INFO: Epoch: [222] [600/610] learning_rate: 0.046197 loss_vfl: 0.773046 loss_bbox: 0.253145 loss_dfl: 0.176291 loss: 1.201271 eta: 1 day, 1:44:26 batch_cost: 1.9287 data_cost: 0.0013 ips: 24.8877 images/s [10/26 11:55:08] ppdet.engine INFO: Epoch: [223] [ 0/610] learning_rate: 0.046179 loss_vfl: 0.767084 loss_bbox: 0.278408 loss_dfl: 0.185226 loss: 1.243540 eta: 1 day, 1:44:09 batch_cost: 2.4067 data_cost: 0.1441 ips: 19.9444 images/s [10/26 11:55:53] ppdet.engine INFO: Epoch: [223] [ 20/610] learning_rate: 0.046141 loss_vfl: 0.745954 loss_bbox: 0.261324 loss_dfl: 0.177573 loss: 1.192150 eta: 1 day, 1:43:30 batch_cost: 2.0313 data_cost: 0.0012 ips: 23.6305 images/s [10/26 11:56:38] ppdet.engine INFO: Epoch: [223] [ 40/610] learning_rate: 0.046104 loss_vfl: 0.752585 loss_bbox: 0.262303 loss_dfl: 0.181434 loss: 1.202310 eta: 1 day, 1:42:51 batch_cost: 2.0357 data_cost: 0.0012 ips: 23.5788 images/s [10/26 11:57:23] ppdet.engine INFO: Epoch: [223] [ 60/610] learning_rate: 0.046067 loss_vfl: 0.765138 loss_bbox: 0.251270 loss_dfl: 0.178094 loss: 1.194705 eta: 1 day, 1:42:12 batch_cost: 2.0297 data_cost: 0.0011 ips: 23.6490 images/s [10/26 11:58:07] ppdet.engine INFO: Epoch: [223] [ 80/610] learning_rate: 0.046030 loss_vfl: 0.772507 loss_bbox: 0.279065 loss_dfl: 0.187705 loss: 1.252028 eta: 1 day, 1:41:33 batch_cost: 2.0267 data_cost: 0.0011 ips: 23.6839 images/s [10/26 11:58:52] ppdet.engine INFO: Epoch: [223] [100/610] learning_rate: 0.045993 loss_vfl: 0.764560 loss_bbox: 0.266848 loss_dfl: 0.176266 loss: 1.206317 eta: 1 day, 1:40:54 batch_cost: 2.0297 data_cost: 0.0011 ips: 23.6487 images/s [10/26 11:59:35] ppdet.engine INFO: Epoch: [223] [120/610] learning_rate: 0.045956 loss_vfl: 0.772996 loss_bbox: 0.260379 loss_dfl: 0.179052 loss: 1.226963 eta: 1 day, 1:40:15 batch_cost: 1.9769 data_cost: 0.0011 ips: 24.2803 images/s [10/26 12:00:20] ppdet.engine INFO: Epoch: [223] [140/610] learning_rate: 0.045919 loss_vfl: 0.759665 loss_bbox: 0.273167 loss_dfl: 0.180373 loss: 1.224198 eta: 1 day, 1:39:36 batch_cost: 2.0273 data_cost: 0.0011 ips: 23.6771 images/s [10/26 12:01:04] ppdet.engine INFO: Epoch: [223] [160/610] learning_rate: 0.045882 loss_vfl: 0.777341 loss_bbox: 0.269999 loss_dfl: 0.178824 loss: 1.212681 eta: 1 day, 1:38:56 batch_cost: 2.0008 data_cost: 0.0011 ips: 23.9902 images/s [10/26 12:01:47] ppdet.engine INFO: Epoch: [223] [180/610] learning_rate: 0.045844 loss_vfl: 0.758801 loss_bbox: 0.266607 loss_dfl: 0.178367 loss: 1.195499 eta: 1 day, 1:38:17 batch_cost: 1.9840 data_cost: 0.0010 ips: 24.1939 images/s [10/26 12:02:31] ppdet.engine INFO: Epoch: [223] [200/610] learning_rate: 0.045807 loss_vfl: 0.765633 loss_bbox: 0.253647 loss_dfl: 0.174437 loss: 1.237301 eta: 1 day, 1:37:37 batch_cost: 1.9735 data_cost: 0.0011 ips: 24.3218 images/s [10/26 12:03:15] ppdet.engine INFO: Epoch: [223] [220/610] learning_rate: 0.045770 loss_vfl: 0.761121 loss_bbox: 0.258894 loss_dfl: 0.180457 loss: 1.189924 eta: 1 day, 1:36:58 batch_cost: 1.9958 data_cost: 0.0012 ips: 24.0501 images/s [10/26 12:03:58] ppdet.engine INFO: Epoch: [223] [240/610] learning_rate: 0.045733 loss_vfl: 0.751419 loss_bbox: 0.276094 loss_dfl: 0.188680 loss: 1.225430 eta: 1 day, 1:36:18 batch_cost: 1.9332 data_cost: 0.0012 ips: 24.8293 images/s [10/26 12:04:41] ppdet.engine INFO: Epoch: [223] [260/610] learning_rate: 0.045696 loss_vfl: 0.767283 loss_bbox: 0.274559 loss_dfl: 0.193133 loss: 1.227986 eta: 1 day, 1:35:39 batch_cost: 1.9831 data_cost: 0.0017 ips: 24.2042 images/s [10/26 12:05:26] ppdet.engine INFO: Epoch: [223] [280/610] learning_rate: 0.045659 loss_vfl: 0.764701 loss_bbox: 0.276546 loss_dfl: 0.186533 loss: 1.254864 eta: 1 day, 1:35:00 batch_cost: 2.0325 data_cost: 0.0012 ips: 23.6160 images/s [10/26 12:06:11] ppdet.engine INFO: Epoch: [223] [300/610] learning_rate: 0.045622 loss_vfl: 0.767597 loss_bbox: 0.274215 loss_dfl: 0.174634 loss: 1.219947 eta: 1 day, 1:34:21 batch_cost: 2.0184 data_cost: 0.0013 ips: 23.7809 images/s [10/26 12:06:54] ppdet.engine INFO: Epoch: [223] [320/610] learning_rate: 0.045585 loss_vfl: 0.770852 loss_bbox: 0.273393 loss_dfl: 0.180575 loss: 1.254975 eta: 1 day, 1:33:41 batch_cost: 1.9696 data_cost: 0.0011 ips: 24.3699 images/s [10/26 12:07:39] ppdet.engine INFO: Epoch: [223] [340/610] learning_rate: 0.045548 loss_vfl: 0.772829 loss_bbox: 0.277166 loss_dfl: 0.191237 loss: 1.241109 eta: 1 day, 1:33:02 batch_cost: 1.9982 data_cost: 0.0012 ips: 24.0217 images/s [10/26 12:08:23] ppdet.engine INFO: Epoch: [223] [360/610] learning_rate: 0.045511 loss_vfl: 0.774646 loss_bbox: 0.274174 loss_dfl: 0.189197 loss: 1.217368 eta: 1 day, 1:32:23 batch_cost: 1.9995 data_cost: 0.0011 ips: 24.0064 images/s [10/26 12:09:07] ppdet.engine INFO: Epoch: [223] [380/610] learning_rate: 0.045474 loss_vfl: 0.749824 loss_bbox: 0.262376 loss_dfl: 0.178174 loss: 1.216194 eta: 1 day, 1:31:43 batch_cost: 1.9701 data_cost: 0.0011 ips: 24.3647 images/s [10/26 12:09:51] ppdet.engine INFO: Epoch: [223] [400/610] learning_rate: 0.045438 loss_vfl: 0.763443 loss_bbox: 0.279145 loss_dfl: 0.186837 loss: 1.219323 eta: 1 day, 1:31:04 batch_cost: 2.0147 data_cost: 0.0011 ips: 23.8252 images/s [10/26 12:10:35] ppdet.engine INFO: Epoch: [223] [420/610] learning_rate: 0.045401 loss_vfl: 0.768351 loss_bbox: 0.286344 loss_dfl: 0.190608 loss: 1.255665 eta: 1 day, 1:30:25 batch_cost: 1.9820 data_cost: 0.0011 ips: 24.2180 images/s [10/26 12:11:19] ppdet.engine INFO: Epoch: [223] [440/610] learning_rate: 0.045364 loss_vfl: 0.772640 loss_bbox: 0.278205 loss_dfl: 0.189264 loss: 1.236363 eta: 1 day, 1:29:46 batch_cost: 2.0203 data_cost: 0.0011 ips: 23.7592 images/s [10/26 12:12:03] ppdet.engine INFO: Epoch: [223] [460/610] learning_rate: 0.045327 loss_vfl: 0.768385 loss_bbox: 0.270165 loss_dfl: 0.182136 loss: 1.229504 eta: 1 day, 1:29:06 batch_cost: 1.9642 data_cost: 0.0012 ips: 24.4373 images/s [10/26 12:12:47] ppdet.engine INFO: Epoch: [223] [480/610] learning_rate: 0.045290 loss_vfl: 0.757627 loss_bbox: 0.265609 loss_dfl: 0.183136 loss: 1.209593 eta: 1 day, 1:28:27 batch_cost: 1.9994 data_cost: 0.0011 ips: 24.0072 images/s [10/26 12:13:31] ppdet.engine INFO: Epoch: [223] [500/610] learning_rate: 0.045253 loss_vfl: 0.770044 loss_bbox: 0.262170 loss_dfl: 0.184687 loss: 1.227696 eta: 1 day, 1:27:48 batch_cost: 2.0038 data_cost: 0.0011 ips: 23.9545 images/s [10/26 12:14:15] ppdet.engine INFO: Epoch: [223] [520/610] learning_rate: 0.045216 loss_vfl: 0.768093 loss_bbox: 0.273258 loss_dfl: 0.182436 loss: 1.224890 eta: 1 day, 1:27:08 batch_cost: 1.9433 data_cost: 0.0011 ips: 24.7007 images/s [10/26 12:14:59] ppdet.engine INFO: Epoch: [223] [540/610] learning_rate: 0.045179 loss_vfl: 0.768555 loss_bbox: 0.272366 loss_dfl: 0.178256 loss: 1.201833 eta: 1 day, 1:26:28 batch_cost: 1.9535 data_cost: 0.0011 ips: 24.5717 images/s [10/26 12:15:42] ppdet.engine INFO: Epoch: [223] [560/610] learning_rate: 0.045143 loss_vfl: 0.794068 loss_bbox: 0.266364 loss_dfl: 0.190142 loss: 1.243363 eta: 1 day, 1:25:49 batch_cost: 1.9208 data_cost: 0.0011 ips: 24.9891 images/s [10/26 12:16:25] ppdet.engine INFO: Epoch: [223] [580/610] learning_rate: 0.045106 loss_vfl: 0.790533 loss_bbox: 0.268752 loss_dfl: 0.181644 loss: 1.244937 eta: 1 day, 1:25:09 batch_cost: 1.9562 data_cost: 0.0014 ips: 24.5375 images/s [10/26 12:17:07] ppdet.engine INFO: Epoch: [223] [600/610] learning_rate: 0.045069 loss_vfl: 0.760126 loss_bbox: 0.251622 loss_dfl: 0.182685 loss: 1.191354 eta: 1 day, 1:24:29 batch_cost: 1.8830 data_cost: 0.0011 ips: 25.4911 images/s [10/26 12:17:40] ppdet.engine INFO: Epoch: [224] [ 0/610] learning_rate: 0.045050 loss_vfl: 0.766173 loss_bbox: 0.259584 loss_dfl: 0.186494 loss: 1.227730 eta: 1 day, 1:24:12 batch_cost: 2.3482 data_cost: 0.2855 ips: 20.4415 images/s [10/26 12:18:26] ppdet.engine INFO: Epoch: [224] [ 20/610] learning_rate: 0.045014 loss_vfl: 0.756348 loss_bbox: 0.270942 loss_dfl: 0.183810 loss: 1.216720 eta: 1 day, 1:23:34 batch_cost: 2.0531 data_cost: 0.0048 ips: 23.3790 images/s [10/26 12:19:09] ppdet.engine INFO: Epoch: [224] [ 40/610] learning_rate: 0.044977 loss_vfl: 0.765505 loss_bbox: 0.266886 loss_dfl: 0.187277 loss: 1.224303 eta: 1 day, 1:22:54 batch_cost: 1.9669 data_cost: 0.0011 ips: 24.4043 images/s [10/26 12:19:55] ppdet.engine INFO: Epoch: [224] [ 60/610] learning_rate: 0.044940 loss_vfl: 0.766021 loss_bbox: 0.288155 loss_dfl: 0.192097 loss: 1.236371 eta: 1 day, 1:22:15 batch_cost: 2.0505 data_cost: 0.0011 ips: 23.4086 images/s [10/26 12:20:39] ppdet.engine INFO: Epoch: [224] [ 80/610] learning_rate: 0.044903 loss_vfl: 0.773503 loss_bbox: 0.263400 loss_dfl: 0.181191 loss: 1.220357 eta: 1 day, 1:21:36 batch_cost: 2.0119 data_cost: 0.0010 ips: 23.8582 images/s [10/26 12:21:24] ppdet.engine INFO: Epoch: [224] [100/610] learning_rate: 0.044867 loss_vfl: 0.753917 loss_bbox: 0.261500 loss_dfl: 0.181667 loss: 1.194709 eta: 1 day, 1:20:57 batch_cost: 2.0049 data_cost: 0.0011 ips: 23.9419 images/s [10/26 12:22:08] ppdet.engine INFO: Epoch: [224] [120/610] learning_rate: 0.044830 loss_vfl: 0.751546 loss_bbox: 0.276232 loss_dfl: 0.184391 loss: 1.205268 eta: 1 day, 1:20:18 batch_cost: 2.0209 data_cost: 0.0011 ips: 23.7520 images/s [10/26 12:22:53] ppdet.engine INFO: Epoch: [224] [140/610] learning_rate: 0.044793 loss_vfl: 0.751825 loss_bbox: 0.269837 loss_dfl: 0.186824 loss: 1.213913 eta: 1 day, 1:19:38 batch_cost: 2.0082 data_cost: 0.0045 ips: 23.9014 images/s [10/26 12:23:38] ppdet.engine INFO: Epoch: [224] [160/610] learning_rate: 0.044757 loss_vfl: 0.761618 loss_bbox: 0.247860 loss_dfl: 0.172502 loss: 1.180002 eta: 1 day, 1:18:59 batch_cost: 1.9749 data_cost: 0.0011 ips: 24.3052 images/s [10/26 12:24:21] ppdet.engine INFO: Epoch: [224] [180/610] learning_rate: 0.044720 loss_vfl: 0.759414 loss_bbox: 0.270901 loss_dfl: 0.191427 loss: 1.207646 eta: 1 day, 1:18:19 batch_cost: 1.9529 data_cost: 0.0011 ips: 24.5792 images/s [10/26 12:25:07] ppdet.engine INFO: Epoch: [224] [200/610] learning_rate: 0.044683 loss_vfl: 0.775486 loss_bbox: 0.276633 loss_dfl: 0.188814 loss: 1.263543 eta: 1 day, 1:17:41 batch_cost: 2.0892 data_cost: 0.0010 ips: 22.9750 images/s [10/26 12:25:51] ppdet.engine INFO: Epoch: [224] [220/610] learning_rate: 0.044646 loss_vfl: 0.752807 loss_bbox: 0.254878 loss_dfl: 0.176250 loss: 1.194592 eta: 1 day, 1:17:01 batch_cost: 1.9933 data_cost: 0.0011 ips: 24.0802 images/s [10/26 12:26:34] ppdet.engine INFO: Epoch: [224] [240/610] learning_rate: 0.044610 loss_vfl: 0.764963 loss_bbox: 0.265016 loss_dfl: 0.178900 loss: 1.204741 eta: 1 day, 1:16:22 batch_cost: 1.9622 data_cost: 0.0011 ips: 24.4620 images/s [10/26 12:27:19] ppdet.engine INFO: Epoch: [224] [260/610] learning_rate: 0.044573 loss_vfl: 0.767276 loss_bbox: 0.276553 loss_dfl: 0.185632 loss: 1.235072 eta: 1 day, 1:15:43 batch_cost: 2.0597 data_cost: 0.0011 ips: 23.3043 images/s [10/26 12:28:03] ppdet.engine INFO: Epoch: [224] [280/610] learning_rate: 0.044537 loss_vfl: 0.752985 loss_bbox: 0.284384 loss_dfl: 0.189665 loss: 1.236588 eta: 1 day, 1:15:04 batch_cost: 1.9830 data_cost: 0.0011 ips: 24.2059 images/s [10/26 12:28:47] ppdet.engine INFO: Epoch: [224] [300/610] learning_rate: 0.044500 loss_vfl: 0.758934 loss_bbox: 0.257890 loss_dfl: 0.176606 loss: 1.198889 eta: 1 day, 1:14:24 batch_cost: 1.9792 data_cost: 0.0011 ips: 24.2525 images/s [10/26 12:29:31] ppdet.engine INFO: Epoch: [224] [320/610] learning_rate: 0.044463 loss_vfl: 0.765346 loss_bbox: 0.277486 loss_dfl: 0.187550 loss: 1.220653 eta: 1 day, 1:13:45 batch_cost: 2.0009 data_cost: 0.0011 ips: 23.9893 images/s [10/26 12:30:15] ppdet.engine INFO: Epoch: [224] [340/610] learning_rate: 0.044427 loss_vfl: 0.757247 loss_bbox: 0.267462 loss_dfl: 0.186604 loss: 1.213810 eta: 1 day, 1:13:05 batch_cost: 1.9774 data_cost: 0.0011 ips: 24.2739 images/s [10/26 12:31:00] ppdet.engine INFO: Epoch: [224] [360/610] learning_rate: 0.044390 loss_vfl: 0.748265 loss_bbox: 0.276248 loss_dfl: 0.182951 loss: 1.210357 eta: 1 day, 1:12:26 batch_cost: 2.0043 data_cost: 0.0050 ips: 23.9487 images/s [10/26 12:31:43] ppdet.engine INFO: Epoch: [224] [380/610] learning_rate: 0.044354 loss_vfl: 0.744436 loss_bbox: 0.263284 loss_dfl: 0.185161 loss: 1.212031 eta: 1 day, 1:11:47 batch_cost: 1.9849 data_cost: 0.0010 ips: 24.1828 images/s [10/26 12:32:27] ppdet.engine INFO: Epoch: [224] [400/610] learning_rate: 0.044317 loss_vfl: 0.749181 loss_bbox: 0.279580 loss_dfl: 0.185371 loss: 1.218749 eta: 1 day, 1:11:08 batch_cost: 2.0054 data_cost: 0.0011 ips: 23.9359 images/s [10/26 12:33:11] ppdet.engine INFO: Epoch: [224] [420/610] learning_rate: 0.044281 loss_vfl: 0.760018 loss_bbox: 0.253863 loss_dfl: 0.177583 loss: 1.205447 eta: 1 day, 1:10:28 batch_cost: 1.9625 data_cost: 0.0011 ips: 24.4582 images/s [10/26 12:33:56] ppdet.engine INFO: Epoch: [224] [440/610] learning_rate: 0.044244 loss_vfl: 0.777757 loss_bbox: 0.252848 loss_dfl: 0.175896 loss: 1.207445 eta: 1 day, 1:09:49 batch_cost: 2.0118 data_cost: 0.0011 ips: 23.8590 images/s [10/26 12:34:39] ppdet.engine INFO: Epoch: [224] [460/610] learning_rate: 0.044207 loss_vfl: 0.749630 loss_bbox: 0.274837 loss_dfl: 0.182834 loss: 1.202769 eta: 1 day, 1:09:10 batch_cost: 1.9919 data_cost: 0.0011 ips: 24.0972 images/s [10/26 12:35:23] ppdet.engine INFO: Epoch: [224] [480/610] learning_rate: 0.044171 loss_vfl: 0.776865 loss_bbox: 0.265909 loss_dfl: 0.180650 loss: 1.229284 eta: 1 day, 1:08:30 batch_cost: 1.9879 data_cost: 0.0011 ips: 24.1456 images/s [10/26 12:36:07] ppdet.engine INFO: Epoch: [224] [500/610] learning_rate: 0.044134 loss_vfl: 0.791554 loss_bbox: 0.267761 loss_dfl: 0.190534 loss: 1.213814 eta: 1 day, 1:07:51 batch_cost: 1.9671 data_cost: 0.0017 ips: 24.4019 images/s [10/26 12:36:50] ppdet.engine INFO: Epoch: [224] [520/610] learning_rate: 0.044098 loss_vfl: 0.767043 loss_bbox: 0.278845 loss_dfl: 0.177399 loss: 1.234235 eta: 1 day, 1:07:11 batch_cost: 1.9679 data_cost: 0.0011 ips: 24.3910 images/s [10/26 12:37:35] ppdet.engine INFO: Epoch: [224] [540/610] learning_rate: 0.044062 loss_vfl: 0.761226 loss_bbox: 0.295987 loss_dfl: 0.195318 loss: 1.250389 eta: 1 day, 1:06:32 batch_cost: 1.9870 data_cost: 0.0050 ips: 24.1565 images/s [10/26 12:38:19] ppdet.engine INFO: Epoch: [224] [560/610] learning_rate: 0.044025 loss_vfl: 0.781125 loss_bbox: 0.274659 loss_dfl: 0.186641 loss: 1.226765 eta: 1 day, 1:05:53 batch_cost: 2.0082 data_cost: 0.0011 ips: 23.9020 images/s [10/26 12:39:03] ppdet.engine INFO: Epoch: [224] [580/610] learning_rate: 0.043989 loss_vfl: 0.770151 loss_bbox: 0.267916 loss_dfl: 0.172829 loss: 1.219006 eta: 1 day, 1:05:13 batch_cost: 2.0130 data_cost: 0.0011 ips: 23.8445 images/s [10/26 12:39:46] ppdet.engine INFO: Epoch: [224] [600/610] learning_rate: 0.043952 loss_vfl: 0.787153 loss_bbox: 0.267550 loss_dfl: 0.184870 loss: 1.241718 eta: 1 day, 1:04:34 batch_cost: 1.9447 data_cost: 0.0018 ips: 24.6831 images/s [10/26 12:40:20] ppdet.engine INFO: Epoch: [225] [ 0/610] learning_rate: 0.043934 loss_vfl: 0.767425 loss_bbox: 0.273432 loss_dfl: 0.184601 loss: 1.227476 eta: 1 day, 1:04:17 batch_cost: 2.4228 data_cost: 0.2786 ips: 19.8119 images/s [10/26 12:41:05] ppdet.engine INFO: Epoch: [225] [ 20/610] learning_rate: 0.043898 loss_vfl: 0.754519 loss_bbox: 0.267336 loss_dfl: 0.182762 loss: 1.215267 eta: 1 day, 1:03:38 batch_cost: 2.0528 data_cost: 0.0011 ips: 23.3822 images/s [10/26 12:41:50] ppdet.engine INFO: Epoch: [225] [ 40/610] learning_rate: 0.043861 loss_vfl: 0.748127 loss_bbox: 0.274803 loss_dfl: 0.177547 loss: 1.201040 eta: 1 day, 1:02:59 batch_cost: 2.0262 data_cost: 0.0011 ips: 23.6901 images/s [10/26 12:42:35] ppdet.engine INFO: Epoch: [225] [ 60/610] learning_rate: 0.043825 loss_vfl: 0.751570 loss_bbox: 0.262013 loss_dfl: 0.181296 loss: 1.211914 eta: 1 day, 1:02:20 batch_cost: 2.0210 data_cost: 0.0011 ips: 23.7511 images/s [10/26 12:43:19] ppdet.engine INFO: Epoch: [225] [ 80/610] learning_rate: 0.043788 loss_vfl: 0.765370 loss_bbox: 0.255901 loss_dfl: 0.176688 loss: 1.201617 eta: 1 day, 1:01:41 batch_cost: 1.9803 data_cost: 0.0015 ips: 24.2391 images/s [10/26 12:44:03] ppdet.engine INFO: Epoch: [225] [100/610] learning_rate: 0.043752 loss_vfl: 0.758382 loss_bbox: 0.284112 loss_dfl: 0.189058 loss: 1.247922 eta: 1 day, 1:01:01 batch_cost: 1.9764 data_cost: 0.0010 ips: 24.2865 images/s [10/26 12:44:47] ppdet.engine INFO: Epoch: [225] [120/610] learning_rate: 0.043716 loss_vfl: 0.754508 loss_bbox: 0.257765 loss_dfl: 0.174317 loss: 1.195372 eta: 1 day, 1:00:22 batch_cost: 2.0008 data_cost: 0.0022 ips: 23.9909 images/s [10/26 12:45:32] ppdet.engine INFO: Epoch: [225] [140/610] learning_rate: 0.043679 loss_vfl: 0.764725 loss_bbox: 0.269206 loss_dfl: 0.180489 loss: 1.224101 eta: 1 day, 0:59:43 batch_cost: 2.0596 data_cost: 0.0010 ips: 23.3052 images/s [10/26 12:46:16] ppdet.engine INFO: Epoch: [225] [160/610] learning_rate: 0.043643 loss_vfl: 0.768757 loss_bbox: 0.267598 loss_dfl: 0.182638 loss: 1.229105 eta: 1 day, 0:59:04 batch_cost: 2.0007 data_cost: 0.0011 ips: 23.9911 images/s [10/26 12:46:59] ppdet.engine INFO: Epoch: [225] [180/610] learning_rate: 0.043607 loss_vfl: 0.786205 loss_bbox: 0.283206 loss_dfl: 0.188411 loss: 1.256259 eta: 1 day, 0:58:24 batch_cost: 1.9578 data_cost: 0.0011 ips: 24.5169 images/s [10/26 12:47:43] ppdet.engine INFO: Epoch: [225] [200/610] learning_rate: 0.043570 loss_vfl: 0.765968 loss_bbox: 0.256728 loss_dfl: 0.177049 loss: 1.205872 eta: 1 day, 0:57:45 batch_cost: 1.9821 data_cost: 0.0011 ips: 24.2168 images/s [10/26 12:48:28] ppdet.engine INFO: Epoch: [225] [220/610] learning_rate: 0.043534 loss_vfl: 0.745998 loss_bbox: 0.278959 loss_dfl: 0.190919 loss: 1.224566 eta: 1 day, 0:57:06 batch_cost: 2.0158 data_cost: 0.0010 ips: 23.8117 images/s [10/26 12:49:13] ppdet.engine INFO: Epoch: [225] [240/610] learning_rate: 0.043498 loss_vfl: 0.772298 loss_bbox: 0.258679 loss_dfl: 0.176576 loss: 1.209010 eta: 1 day, 0:56:27 batch_cost: 2.0390 data_cost: 0.0011 ips: 23.5413 images/s [10/26 12:49:57] ppdet.engine INFO: Epoch: [225] [260/610] learning_rate: 0.043462 loss_vfl: 0.780870 loss_bbox: 0.277522 loss_dfl: 0.192905 loss: 1.266454 eta: 1 day, 0:55:47 batch_cost: 1.9807 data_cost: 0.0011 ips: 24.2336 images/s [10/26 12:50:42] ppdet.engine INFO: Epoch: [225] [280/610] learning_rate: 0.043425 loss_vfl: 0.765597 loss_bbox: 0.252345 loss_dfl: 0.176879 loss: 1.217309 eta: 1 day, 0:55:08 batch_cost: 2.0166 data_cost: 0.0011 ips: 23.8023 images/s [10/26 12:51:26] ppdet.engine INFO: Epoch: [225] [300/610] learning_rate: 0.043389 loss_vfl: 0.757578 loss_bbox: 0.255228 loss_dfl: 0.174689 loss: 1.207986 eta: 1 day, 0:54:29 batch_cost: 1.9914 data_cost: 0.0011 ips: 24.1035 images/s [10/26 12:52:11] ppdet.engine INFO: Epoch: [225] [320/610] learning_rate: 0.043353 loss_vfl: 0.761512 loss_bbox: 0.277025 loss_dfl: 0.187971 loss: 1.227294 eta: 1 day, 0:53:50 batch_cost: 2.0651 data_cost: 0.0010 ips: 23.2438 images/s [10/26 12:52:55] ppdet.engine INFO: Epoch: [225] [340/610] learning_rate: 0.043317 loss_vfl: 0.760271 loss_bbox: 0.265108 loss_dfl: 0.184972 loss: 1.208072 eta: 1 day, 0:53:11 batch_cost: 2.0266 data_cost: 0.0012 ips: 23.6844 images/s [10/26 12:53:39] ppdet.engine INFO: Epoch: [225] [360/610] learning_rate: 0.043281 loss_vfl: 0.763003 loss_bbox: 0.274913 loss_dfl: 0.183880 loss: 1.204832 eta: 1 day, 0:52:31 batch_cost: 1.9776 data_cost: 0.0010 ips: 24.2722 images/s [10/26 12:54:23] ppdet.engine INFO: Epoch: [225] [380/610] learning_rate: 0.043244 loss_vfl: 0.763518 loss_bbox: 0.282193 loss_dfl: 0.190239 loss: 1.237558 eta: 1 day, 0:51:52 batch_cost: 1.9781 data_cost: 0.0011 ips: 24.2655 images/s [10/26 12:55:07] ppdet.engine INFO: Epoch: [225] [400/610] learning_rate: 0.043208 loss_vfl: 0.733833 loss_bbox: 0.260124 loss_dfl: 0.184501 loss: 1.197349 eta: 1 day, 0:51:13 batch_cost: 2.0149 data_cost: 0.0012 ips: 23.8223 images/s [10/26 12:55:52] ppdet.engine INFO: Epoch: [225] [420/610] learning_rate: 0.043172 loss_vfl: 0.785149 loss_bbox: 0.278317 loss_dfl: 0.188512 loss: 1.231772 eta: 1 day, 0:50:33 batch_cost: 1.9770 data_cost: 0.0011 ips: 24.2795 images/s [10/26 12:56:36] ppdet.engine INFO: Epoch: [225] [440/610] learning_rate: 0.043136 loss_vfl: 0.753658 loss_bbox: 0.263994 loss_dfl: 0.184574 loss: 1.197883 eta: 1 day, 0:49:54 batch_cost: 1.9806 data_cost: 0.0011 ips: 24.2356 images/s [10/26 12:57:19] ppdet.engine INFO: Epoch: [225] [460/610] learning_rate: 0.043100 loss_vfl: 0.765307 loss_bbox: 0.270747 loss_dfl: 0.188016 loss: 1.224769 eta: 1 day, 0:49:14 batch_cost: 1.9361 data_cost: 0.0011 ips: 24.7923 images/s [10/26 12:58:03] ppdet.engine INFO: Epoch: [225] [480/610] learning_rate: 0.043064 loss_vfl: 0.762854 loss_bbox: 0.251295 loss_dfl: 0.174450 loss: 1.178583 eta: 1 day, 0:48:35 batch_cost: 2.0290 data_cost: 0.0011 ips: 23.6570 images/s [10/26 12:58:47] ppdet.engine INFO: Epoch: [225] [500/610] learning_rate: 0.043027 loss_vfl: 0.761140 loss_bbox: 0.269371 loss_dfl: 0.183427 loss: 1.225716 eta: 1 day, 0:47:56 batch_cost: 1.9525 data_cost: 0.0011 ips: 24.5841 images/s [10/26 12:59:32] ppdet.engine INFO: Epoch: [225] [520/610] learning_rate: 0.042991 loss_vfl: 0.754506 loss_bbox: 0.251673 loss_dfl: 0.177175 loss: 1.206711 eta: 1 day, 0:47:17 batch_cost: 2.0464 data_cost: 0.0011 ips: 23.4562 images/s [10/26 13:00:16] ppdet.engine INFO: Epoch: [225] [540/610] learning_rate: 0.042955 loss_vfl: 0.761566 loss_bbox: 0.271586 loss_dfl: 0.187741 loss: 1.239257 eta: 1 day, 0:46:37 batch_cost: 1.9856 data_cost: 0.0010 ips: 24.1743 images/s [10/26 13:01:00] ppdet.engine INFO: Epoch: [225] [560/610] learning_rate: 0.042919 loss_vfl: 0.756913 loss_bbox: 0.280873 loss_dfl: 0.194453 loss: 1.246431 eta: 1 day, 0:45:58 batch_cost: 2.0304 data_cost: 0.0010 ips: 23.6403 images/s [10/26 13:01:44] ppdet.engine INFO: Epoch: [225] [580/610] learning_rate: 0.042883 loss_vfl: 0.751750 loss_bbox: 0.265826 loss_dfl: 0.175953 loss: 1.215243 eta: 1 day, 0:45:19 batch_cost: 1.9876 data_cost: 0.0012 ips: 24.1499 images/s [10/26 13:02:27] ppdet.engine INFO: Epoch: [225] [600/610] learning_rate: 0.042847 loss_vfl: 0.755003 loss_bbox: 0.278968 loss_dfl: 0.190637 loss: 1.240294 eta: 1 day, 0:44:39 batch_cost: 1.9224 data_cost: 0.0011 ips: 24.9684 images/s [10/26 13:03:00] ppdet.engine INFO: Epoch: [226] [ 0/610] learning_rate: 0.042829 loss_vfl: 0.769014 loss_bbox: 0.263694 loss_dfl: 0.182373 loss: 1.215877 eta: 1 day, 0:44:22 batch_cost: 2.3780 data_cost: 0.3225 ips: 20.1852 images/s [10/26 13:03:46] ppdet.engine INFO: Epoch: [226] [ 20/610] learning_rate: 0.042793 loss_vfl: 0.770988 loss_bbox: 0.276151 loss_dfl: 0.182764 loss: 1.224322 eta: 1 day, 0:43:43 batch_cost: 2.0569 data_cost: 0.0011 ips: 23.3364 images/s [10/26 13:04:30] ppdet.engine INFO: Epoch: [226] [ 40/610] learning_rate: 0.042757 loss_vfl: 0.766687 loss_bbox: 0.264370 loss_dfl: 0.178982 loss: 1.184557 eta: 1 day, 0:43:04 batch_cost: 2.0265 data_cost: 0.0011 ips: 23.6865 images/s [10/26 13:05:15] ppdet.engine INFO: Epoch: [226] [ 60/610] learning_rate: 0.042721 loss_vfl: 0.764004 loss_bbox: 0.286586 loss_dfl: 0.193610 loss: 1.231423 eta: 1 day, 0:42:25 batch_cost: 1.9802 data_cost: 0.0011 ips: 24.2400 images/s [10/26 13:05:59] ppdet.engine INFO: Epoch: [226] [ 80/610] learning_rate: 0.042685 loss_vfl: 0.739856 loss_bbox: 0.273434 loss_dfl: 0.185244 loss: 1.208024 eta: 1 day, 0:41:46 batch_cost: 1.9938 data_cost: 0.0011 ips: 24.0742 images/s [10/26 13:06:44] ppdet.engine INFO: Epoch: [226] [100/610] learning_rate: 0.042649 loss_vfl: 0.746733 loss_bbox: 0.258375 loss_dfl: 0.176368 loss: 1.191303 eta: 1 day, 0:41:06 batch_cost: 2.0028 data_cost: 0.0011 ips: 23.9669 images/s [10/26 13:07:28] ppdet.engine INFO: Epoch: [226] [120/610] learning_rate: 0.042613 loss_vfl: 0.764444 loss_bbox: 0.264314 loss_dfl: 0.178319 loss: 1.213008 eta: 1 day, 0:40:27 batch_cost: 2.0173 data_cost: 0.0011 ips: 23.7941 images/s [10/26 13:08:13] ppdet.engine INFO: Epoch: [226] [140/610] learning_rate: 0.042577 loss_vfl: 0.764302 loss_bbox: 0.249561 loss_dfl: 0.177845 loss: 1.185436 eta: 1 day, 0:39:48 batch_cost: 2.0805 data_cost: 0.0013 ips: 23.0713 images/s [10/26 13:08:57] ppdet.engine INFO: Epoch: [226] [160/610] learning_rate: 0.042541 loss_vfl: 0.746297 loss_bbox: 0.268687 loss_dfl: 0.179637 loss: 1.202635 eta: 1 day, 0:39:09 batch_cost: 1.9847 data_cost: 0.0012 ips: 24.1852 images/s [10/26 13:09:41] ppdet.engine INFO: Epoch: [226] [180/610] learning_rate: 0.042505 loss_vfl: 0.763093 loss_bbox: 0.261740 loss_dfl: 0.180947 loss: 1.230069 eta: 1 day, 0:38:30 batch_cost: 1.9957 data_cost: 0.0011 ips: 24.0520 images/s [10/26 13:10:26] ppdet.engine INFO: Epoch: [226] [200/610] learning_rate: 0.042469 loss_vfl: 0.761363 loss_bbox: 0.276253 loss_dfl: 0.185010 loss: 1.225190 eta: 1 day, 0:37:51 batch_cost: 2.0324 data_cost: 0.0011 ips: 23.6172 images/s [10/26 13:11:10] ppdet.engine INFO: Epoch: [226] [220/610] learning_rate: 0.042433 loss_vfl: 0.778985 loss_bbox: 0.280887 loss_dfl: 0.185783 loss: 1.237699 eta: 1 day, 0:37:11 batch_cost: 1.9332 data_cost: 0.0011 ips: 24.8289 images/s [10/26 13:11:54] ppdet.engine INFO: Epoch: [226] [240/610] learning_rate: 0.042398 loss_vfl: 0.751266 loss_bbox: 0.265059 loss_dfl: 0.183895 loss: 1.211462 eta: 1 day, 0:36:31 batch_cost: 1.9680 data_cost: 0.0011 ips: 24.3902 images/s [10/26 13:12:37] ppdet.engine INFO: Epoch: [226] [260/610] learning_rate: 0.042362 loss_vfl: 0.772114 loss_bbox: 0.280736 loss_dfl: 0.191934 loss: 1.217180 eta: 1 day, 0:35:52 batch_cost: 1.9550 data_cost: 0.0012 ips: 24.5521 images/s [10/26 13:13:21] ppdet.engine INFO: Epoch: [226] [280/610] learning_rate: 0.042326 loss_vfl: 0.757351 loss_bbox: 0.282406 loss_dfl: 0.184527 loss: 1.224614 eta: 1 day, 0:35:13 batch_cost: 2.0229 data_cost: 0.0019 ips: 23.7281 images/s [10/26 13:14:06] ppdet.engine INFO: Epoch: [226] [300/610] learning_rate: 0.042290 loss_vfl: 0.765861 loss_bbox: 0.259734 loss_dfl: 0.174634 loss: 1.203901 eta: 1 day, 0:34:33 batch_cost: 2.0069 data_cost: 0.0011 ips: 23.9177 images/s [10/26 13:14:50] ppdet.engine INFO: Epoch: [226] [320/610] learning_rate: 0.042254 loss_vfl: 0.752180 loss_bbox: 0.266310 loss_dfl: 0.177765 loss: 1.203145 eta: 1 day, 0:33:54 batch_cost: 2.0155 data_cost: 0.0011 ips: 23.8158 images/s [10/26 13:15:34] ppdet.engine INFO: Epoch: [226] [340/610] learning_rate: 0.042218 loss_vfl: 0.761931 loss_bbox: 0.287424 loss_dfl: 0.190926 loss: 1.233261 eta: 1 day, 0:33:15 batch_cost: 1.9997 data_cost: 0.0011 ips: 24.0033 images/s [10/26 13:16:18] ppdet.engine INFO: Epoch: [226] [360/610] learning_rate: 0.042183 loss_vfl: 0.762481 loss_bbox: 0.278514 loss_dfl: 0.192687 loss: 1.226891 eta: 1 day, 0:32:36 batch_cost: 2.0024 data_cost: 0.0011 ips: 23.9709 images/s [10/26 13:17:01] ppdet.engine INFO: Epoch: [226] [380/610] learning_rate: 0.042147 loss_vfl: 0.745596 loss_bbox: 0.276071 loss_dfl: 0.182364 loss: 1.227138 eta: 1 day, 0:31:56 batch_cost: 1.9570 data_cost: 0.0011 ips: 24.5275 images/s [10/26 13:17:45] ppdet.engine INFO: Epoch: [226] [400/610] learning_rate: 0.042111 loss_vfl: 0.757812 loss_bbox: 0.280800 loss_dfl: 0.187766 loss: 1.242729 eta: 1 day, 0:31:17 batch_cost: 2.0016 data_cost: 0.0011 ips: 23.9808 images/s [10/26 13:18:30] ppdet.engine INFO: Epoch: [226] [420/610] learning_rate: 0.042075 loss_vfl: 0.760992 loss_bbox: 0.264226 loss_dfl: 0.178609 loss: 1.217190 eta: 1 day, 0:30:37 batch_cost: 1.9963 data_cost: 0.0011 ips: 24.0446 images/s [10/26 13:19:14] ppdet.engine INFO: Epoch: [226] [440/610] learning_rate: 0.042039 loss_vfl: 0.743925 loss_bbox: 0.256915 loss_dfl: 0.174168 loss: 1.183806 eta: 1 day, 0:29:58 batch_cost: 2.0006 data_cost: 0.0011 ips: 23.9923 images/s [10/26 13:19:59] ppdet.engine INFO: Epoch: [226] [460/610] learning_rate: 0.042004 loss_vfl: 0.740100 loss_bbox: 0.263254 loss_dfl: 0.181301 loss: 1.169219 eta: 1 day, 0:29:19 batch_cost: 2.0395 data_cost: 0.0015 ips: 23.5352 images/s [10/26 13:20:43] ppdet.engine INFO: Epoch: [226] [480/610] learning_rate: 0.041968 loss_vfl: 0.775453 loss_bbox: 0.264698 loss_dfl: 0.179097 loss: 1.197956 eta: 1 day, 0:28:40 batch_cost: 2.0094 data_cost: 0.0013 ips: 23.8876 images/s [10/26 13:21:28] ppdet.engine INFO: Epoch: [226] [500/610] learning_rate: 0.041932 loss_vfl: 0.767233 loss_bbox: 0.281095 loss_dfl: 0.184781 loss: 1.238756 eta: 1 day, 0:28:01 batch_cost: 2.0178 data_cost: 0.0012 ips: 23.7878 images/s [10/26 13:22:11] ppdet.engine INFO: Epoch: [226] [520/610] learning_rate: 0.041897 loss_vfl: 0.765383 loss_bbox: 0.278051 loss_dfl: 0.184756 loss: 1.209398 eta: 1 day, 0:27:21 batch_cost: 1.9209 data_cost: 0.0011 ips: 24.9886 images/s [10/26 13:22:55] ppdet.engine INFO: Epoch: [226] [540/610] learning_rate: 0.041861 loss_vfl: 0.767959 loss_bbox: 0.255154 loss_dfl: 0.176282 loss: 1.235986 eta: 1 day, 0:26:42 batch_cost: 1.9930 data_cost: 0.0014 ips: 24.0837 images/s [10/26 13:23:40] ppdet.engine INFO: Epoch: [226] [560/610] learning_rate: 0.041825 loss_vfl: 0.755577 loss_bbox: 0.266392 loss_dfl: 0.181543 loss: 1.200452 eta: 1 day, 0:26:03 batch_cost: 2.0397 data_cost: 0.0011 ips: 23.5326 images/s [10/26 13:24:24] ppdet.engine INFO: Epoch: [226] [580/610] learning_rate: 0.041789 loss_vfl: 0.769171 loss_bbox: 0.255047 loss_dfl: 0.177842 loss: 1.203967 eta: 1 day, 0:25:23 batch_cost: 2.0036 data_cost: 0.0012 ips: 23.9564 images/s [10/26 13:25:07] ppdet.engine INFO: Epoch: [226] [600/610] learning_rate: 0.041754 loss_vfl: 0.764824 loss_bbox: 0.243785 loss_dfl: 0.172753 loss: 1.213559 eta: 1 day, 0:24:44 batch_cost: 1.9241 data_cost: 0.0011 ips: 24.9469 images/s [10/26 13:25:40] ppdet.engine INFO: Epoch: [227] [ 0/610] learning_rate: 0.041736 loss_vfl: 0.777626 loss_bbox: 0.271532 loss_dfl: 0.179528 loss: 1.219339 eta: 1 day, 0:24:27 batch_cost: 2.3812 data_cost: 0.2254 ips: 20.1582 images/s [10/26 13:26:26] ppdet.engine INFO: Epoch: [227] [ 20/610] learning_rate: 0.041700 loss_vfl: 0.767864 loss_bbox: 0.263811 loss_dfl: 0.180567 loss: 1.220785 eta: 1 day, 0:23:48 batch_cost: 2.0678 data_cost: 0.0011 ips: 23.2133 images/s [10/26 13:27:10] ppdet.engine INFO: Epoch: [227] [ 40/610] learning_rate: 0.041665 loss_vfl: 0.760800 loss_bbox: 0.263204 loss_dfl: 0.181773 loss: 1.207998 eta: 1 day, 0:23:09 batch_cost: 2.0267 data_cost: 0.0012 ips: 23.6840 images/s [10/26 13:27:55] ppdet.engine INFO: Epoch: [227] [ 60/610] learning_rate: 0.041629 loss_vfl: 0.745103 loss_bbox: 0.262160 loss_dfl: 0.183888 loss: 1.199350 eta: 1 day, 0:22:29 batch_cost: 1.9825 data_cost: 0.0012 ips: 24.2123 images/s [10/26 13:28:39] ppdet.engine INFO: Epoch: [227] [ 80/610] learning_rate: 0.041593 loss_vfl: 0.736580 loss_bbox: 0.281785 loss_dfl: 0.190706 loss: 1.207510 eta: 1 day, 0:21:50 batch_cost: 1.9763 data_cost: 0.0011 ips: 24.2876 images/s [10/26 13:29:22] ppdet.engine INFO: Epoch: [227] [100/610] learning_rate: 0.041558 loss_vfl: 0.756603 loss_bbox: 0.268485 loss_dfl: 0.186225 loss: 1.201438 eta: 1 day, 0:21:11 batch_cost: 1.9992 data_cost: 0.0011 ips: 24.0094 images/s [10/26 13:30:06] ppdet.engine INFO: Epoch: [227] [120/610] learning_rate: 0.041522 loss_vfl: 0.747560 loss_bbox: 0.264703 loss_dfl: 0.180380 loss: 1.190083 eta: 1 day, 0:20:31 batch_cost: 1.9692 data_cost: 0.0012 ips: 24.3748 images/s [10/26 13:30:49] ppdet.engine INFO: Epoch: [227] [140/610] learning_rate: 0.041487 loss_vfl: 0.769629 loss_bbox: 0.280346 loss_dfl: 0.188443 loss: 1.235180 eta: 1 day, 0:19:52 batch_cost: 1.9615 data_cost: 0.0012 ips: 24.4717 images/s [10/26 13:31:33] ppdet.engine INFO: Epoch: [227] [160/610] learning_rate: 0.041451 loss_vfl: 0.757279 loss_bbox: 0.268474 loss_dfl: 0.181135 loss: 1.205386 eta: 1 day, 0:19:12 batch_cost: 1.9853 data_cost: 0.0011 ips: 24.1778 images/s [10/26 13:32:17] ppdet.engine INFO: Epoch: [227] [180/610] learning_rate: 0.041416 loss_vfl: 0.747285 loss_bbox: 0.263493 loss_dfl: 0.172001 loss: 1.191384 eta: 1 day, 0:18:33 batch_cost: 2.0096 data_cost: 0.0017 ips: 23.8851 images/s [10/26 13:33:01] ppdet.engine INFO: Epoch: [227] [200/610] learning_rate: 0.041380 loss_vfl: 0.747187 loss_bbox: 0.270133 loss_dfl: 0.183488 loss: 1.209746 eta: 1 day, 0:17:54 batch_cost: 1.9831 data_cost: 0.0012 ips: 24.2043 images/s [10/26 13:33:45] ppdet.engine INFO: Epoch: [227] [220/610] learning_rate: 0.041345 loss_vfl: 0.766161 loss_bbox: 0.267939 loss_dfl: 0.179657 loss: 1.221859 eta: 1 day, 0:17:14 batch_cost: 2.0112 data_cost: 0.0011 ips: 23.8662 images/s [10/26 13:34:29] ppdet.engine INFO: Epoch: [227] [240/610] learning_rate: 0.041309 loss_vfl: 0.759650 loss_bbox: 0.265098 loss_dfl: 0.178564 loss: 1.205495 eta: 1 day, 0:16:35 batch_cost: 1.9693 data_cost: 0.0011 ips: 24.3743 images/s [10/26 13:35:12] ppdet.engine INFO: Epoch: [227] [260/610] learning_rate: 0.041274 loss_vfl: 0.769617 loss_bbox: 0.298225 loss_dfl: 0.187561 loss: 1.252042 eta: 1 day, 0:15:55 batch_cost: 1.9301 data_cost: 0.0011 ips: 24.8697 images/s [10/26 13:35:56] ppdet.engine INFO: Epoch: [227] [280/610] learning_rate: 0.041238 loss_vfl: 0.758581 loss_bbox: 0.275233 loss_dfl: 0.188146 loss: 1.230043 eta: 1 day, 0:15:16 batch_cost: 1.9569 data_cost: 0.0011 ips: 24.5288 images/s [10/26 13:36:41] ppdet.engine INFO: Epoch: [227] [300/610] learning_rate: 0.041203 loss_vfl: 0.761055 loss_bbox: 0.253400 loss_dfl: 0.173788 loss: 1.201819 eta: 1 day, 0:14:37 batch_cost: 2.0514 data_cost: 0.0011 ips: 23.3990 images/s [10/26 13:37:26] ppdet.engine INFO: Epoch: [227] [320/610] learning_rate: 0.041167 loss_vfl: 0.766936 loss_bbox: 0.302545 loss_dfl: 0.194248 loss: 1.245592 eta: 1 day, 0:13:57 batch_cost: 1.9818 data_cost: 0.0011 ips: 24.2198 images/s [10/26 13:38:10] ppdet.engine INFO: Epoch: [227] [340/610] learning_rate: 0.041132 loss_vfl: 0.752935 loss_bbox: 0.264096 loss_dfl: 0.183595 loss: 1.206821 eta: 1 day, 0:13:18 batch_cost: 2.0007 data_cost: 0.0011 ips: 23.9914 images/s [10/26 13:38:53] ppdet.engine INFO: Epoch: [227] [360/610] learning_rate: 0.041096 loss_vfl: 0.749137 loss_bbox: 0.273421 loss_dfl: 0.185626 loss: 1.224896 eta: 1 day, 0:12:38 batch_cost: 1.9328 data_cost: 0.0017 ips: 24.8342 images/s [10/26 13:39:37] ppdet.engine INFO: Epoch: [227] [380/610] learning_rate: 0.041061 loss_vfl: 0.770057 loss_bbox: 0.274954 loss_dfl: 0.182316 loss: 1.222186 eta: 1 day, 0:11:59 batch_cost: 1.9545 data_cost: 0.0011 ips: 24.5587 images/s [10/26 13:40:20] ppdet.engine INFO: Epoch: [227] [400/610] learning_rate: 0.041026 loss_vfl: 0.763262 loss_bbox: 0.279388 loss_dfl: 0.187477 loss: 1.241316 eta: 1 day, 0:11:19 batch_cost: 1.9652 data_cost: 0.0011 ips: 24.4245 images/s [10/26 13:41:04] ppdet.engine INFO: Epoch: [227] [420/610] learning_rate: 0.040990 loss_vfl: 0.748957 loss_bbox: 0.264779 loss_dfl: 0.181510 loss: 1.182436 eta: 1 day, 0:10:40 batch_cost: 1.9749 data_cost: 0.0010 ips: 24.3053 images/s [10/26 13:41:48] ppdet.engine INFO: Epoch: [227] [440/610] learning_rate: 0.040955 loss_vfl: 0.741668 loss_bbox: 0.263469 loss_dfl: 0.187508 loss: 1.220220 eta: 1 day, 0:10:01 batch_cost: 2.0356 data_cost: 0.0010 ips: 23.5798 images/s [10/26 13:42:33] ppdet.engine INFO: Epoch: [227] [460/610] learning_rate: 0.040919 loss_vfl: 0.769989 loss_bbox: 0.272220 loss_dfl: 0.177520 loss: 1.216005 eta: 1 day, 0:09:21 batch_cost: 1.9997 data_cost: 0.0011 ips: 24.0031 images/s [10/26 13:43:17] ppdet.engine INFO: Epoch: [227] [480/610] learning_rate: 0.040884 loss_vfl: 0.762053 loss_bbox: 0.271006 loss_dfl: 0.184238 loss: 1.232346 eta: 1 day, 0:08:42 batch_cost: 2.0022 data_cost: 0.0010 ips: 23.9738 images/s [10/26 13:44:01] ppdet.engine INFO: Epoch: [227] [500/610] learning_rate: 0.040849 loss_vfl: 0.754406 loss_bbox: 0.244378 loss_dfl: 0.171720 loss: 1.176044 eta: 1 day, 0:08:03 batch_cost: 2.0333 data_cost: 0.0011 ips: 23.6068 images/s [10/26 13:44:45] ppdet.engine INFO: Epoch: [227] [520/610] learning_rate: 0.040813 loss_vfl: 0.759007 loss_bbox: 0.249313 loss_dfl: 0.175488 loss: 1.185090 eta: 1 day, 0:07:23 batch_cost: 1.9582 data_cost: 0.0011 ips: 24.5126 images/s [10/26 13:45:29] ppdet.engine INFO: Epoch: [227] [540/610] learning_rate: 0.040778 loss_vfl: 0.761750 loss_bbox: 0.276412 loss_dfl: 0.186850 loss: 1.225345 eta: 1 day, 0:06:44 batch_cost: 1.9898 data_cost: 0.0011 ips: 24.1230 images/s [10/26 13:46:13] ppdet.engine INFO: Epoch: [227] [560/610] learning_rate: 0.040743 loss_vfl: 0.766724 loss_bbox: 0.273071 loss_dfl: 0.181402 loss: 1.220391 eta: 1 day, 0:06:05 batch_cost: 1.9974 data_cost: 0.0017 ips: 24.0308 images/s [10/26 13:46:58] ppdet.engine INFO: Epoch: [227] [580/610] learning_rate: 0.040708 loss_vfl: 0.773449 loss_bbox: 0.266714 loss_dfl: 0.180362 loss: 1.209966 eta: 1 day, 0:05:25 batch_cost: 1.9813 data_cost: 0.0012 ips: 24.2270 images/s [10/26 13:47:40] ppdet.engine INFO: Epoch: [227] [600/610] learning_rate: 0.040672 loss_vfl: 0.743787 loss_bbox: 0.256655 loss_dfl: 0.174236 loss: 1.182933 eta: 1 day, 0:04:45 batch_cost: 1.9149 data_cost: 0.0011 ips: 25.0660 images/s [10/26 13:48:13] ppdet.engine INFO: Epoch: [228] [ 0/610] learning_rate: 0.040655 loss_vfl: 0.749658 loss_bbox: 0.261708 loss_dfl: 0.174749 loss: 1.195051 eta: 1 day, 0:04:28 batch_cost: 2.3051 data_cost: 0.2618 ips: 20.8237 images/s [10/26 13:48:57] ppdet.engine INFO: Epoch: [228] [ 20/610] learning_rate: 0.040619 loss_vfl: 0.763644 loss_bbox: 0.262593 loss_dfl: 0.182935 loss: 1.194071 eta: 1 day, 0:03:49 batch_cost: 2.0328 data_cost: 0.0012 ips: 23.6125 images/s [10/26 13:49:42] ppdet.engine INFO: Epoch: [228] [ 40/610] learning_rate: 0.040584 loss_vfl: 0.743405 loss_bbox: 0.275203 loss_dfl: 0.186232 loss: 1.213924 eta: 1 day, 0:03:10 batch_cost: 2.0530 data_cost: 0.0012 ips: 23.3808 images/s [10/26 13:50:26] ppdet.engine INFO: Epoch: [228] [ 60/610] learning_rate: 0.040549 loss_vfl: 0.772313 loss_bbox: 0.249114 loss_dfl: 0.176672 loss: 1.194490 eta: 1 day, 0:02:31 batch_cost: 2.0161 data_cost: 0.0011 ips: 23.8079 images/s [10/26 13:51:11] ppdet.engine INFO: Epoch: [228] [ 80/610] learning_rate: 0.040514 loss_vfl: 0.741297 loss_bbox: 0.269594 loss_dfl: 0.178480 loss: 1.170642 eta: 1 day, 0:01:52 batch_cost: 2.0125 data_cost: 0.0011 ips: 23.8508 images/s [10/26 13:51:56] ppdet.engine INFO: Epoch: [228] [100/610] learning_rate: 0.040479 loss_vfl: 0.772485 loss_bbox: 0.265031 loss_dfl: 0.175765 loss: 1.207044 eta: 1 day, 0:01:13 batch_cost: 2.0489 data_cost: 0.0018 ips: 23.4268 images/s [10/26 13:52:41] ppdet.engine INFO: Epoch: [228] [120/610] learning_rate: 0.040443 loss_vfl: 0.760636 loss_bbox: 0.270223 loss_dfl: 0.186528 loss: 1.225294 eta: 1 day, 0:00:34 batch_cost: 2.0122 data_cost: 0.0011 ips: 23.8541 images/s [10/26 13:53:26] ppdet.engine INFO: Epoch: [228] [140/610] learning_rate: 0.040408 loss_vfl: 0.756898 loss_bbox: 0.266547 loss_dfl: 0.180685 loss: 1.210465 eta: 23:59:55 batch_cost: 2.0864 data_cost: 0.0017 ips: 23.0060 images/s [10/26 13:54:10] ppdet.engine INFO: Epoch: [228] [160/610] learning_rate: 0.040373 loss_vfl: 0.744653 loss_bbox: 0.269782 loss_dfl: 0.179278 loss: 1.187444 eta: 23:59:16 batch_cost: 2.0108 data_cost: 0.0011 ips: 23.8709 images/s [10/26 13:54:54] ppdet.engine INFO: Epoch: [228] [180/610] learning_rate: 0.040338 loss_vfl: 0.753054 loss_bbox: 0.263719 loss_dfl: 0.179132 loss: 1.191736 eta: 23:58:36 batch_cost: 1.9855 data_cost: 0.0022 ips: 24.1747 images/s [10/26 13:55:38] ppdet.engine INFO: Epoch: [228] [200/610] learning_rate: 0.040303 loss_vfl: 0.750543 loss_bbox: 0.269983 loss_dfl: 0.181387 loss: 1.221144 eta: 23:57:57 batch_cost: 2.0095 data_cost: 0.0012 ips: 23.8869 images/s [10/26 13:56:22] ppdet.engine INFO: Epoch: [228] [220/610] learning_rate: 0.040268 loss_vfl: 0.747788 loss_bbox: 0.267866 loss_dfl: 0.188736 loss: 1.219534 eta: 23:57:17 batch_cost: 1.9427 data_cost: 0.0010 ips: 24.7076 images/s [10/26 13:57:06] ppdet.engine INFO: Epoch: [228] [240/610] learning_rate: 0.040233 loss_vfl: 0.757617 loss_bbox: 0.273147 loss_dfl: 0.174322 loss: 1.198173 eta: 23:56:38 batch_cost: 2.0367 data_cost: 0.0012 ips: 23.5676 images/s [10/26 13:57:52] ppdet.engine INFO: Epoch: [228] [260/610] learning_rate: 0.040197 loss_vfl: 0.771156 loss_bbox: 0.293025 loss_dfl: 0.191295 loss: 1.238426 eta: 23:55:59 batch_cost: 2.0753 data_cost: 0.0015 ips: 23.1286 images/s [10/26 13:58:36] ppdet.engine INFO: Epoch: [228] [280/610] learning_rate: 0.040162 loss_vfl: 0.753859 loss_bbox: 0.278854 loss_dfl: 0.183030 loss: 1.203895 eta: 23:55:20 batch_cost: 1.9838 data_cost: 0.0011 ips: 24.1961 images/s [10/26 13:59:21] ppdet.engine INFO: Epoch: [228] [300/610] learning_rate: 0.040127 loss_vfl: 0.771691 loss_bbox: 0.279354 loss_dfl: 0.189167 loss: 1.219140 eta: 23:54:41 batch_cost: 2.0140 data_cost: 0.0020 ips: 23.8330 images/s [10/26 14:00:05] ppdet.engine INFO: Epoch: [228] [320/610] learning_rate: 0.040092 loss_vfl: 0.759002 loss_bbox: 0.272546 loss_dfl: 0.186440 loss: 1.200568 eta: 23:54:01 batch_cost: 1.9905 data_cost: 0.0011 ips: 24.1151 images/s [10/26 14:00:48] ppdet.engine INFO: Epoch: [228] [340/610] learning_rate: 0.040057 loss_vfl: 0.753684 loss_bbox: 0.257847 loss_dfl: 0.187944 loss: 1.194635 eta: 23:53:22 batch_cost: 1.9421 data_cost: 0.0011 ips: 24.7149 images/s [10/26 14:01:31] ppdet.engine INFO: Epoch: [228] [360/610] learning_rate: 0.040022 loss_vfl: 0.765506 loss_bbox: 0.271237 loss_dfl: 0.184280 loss: 1.248651 eta: 23:52:42 batch_cost: 1.9948 data_cost: 0.0016 ips: 24.0628 images/s [10/26 14:02:15] ppdet.engine INFO: Epoch: [228] [380/610] learning_rate: 0.039987 loss_vfl: 0.759212 loss_bbox: 0.264405 loss_dfl: 0.186876 loss: 1.193020 eta: 23:52:03 batch_cost: 1.9924 data_cost: 0.0011 ips: 24.0915 images/s [10/26 14:02:59] ppdet.engine INFO: Epoch: [228] [400/610] learning_rate: 0.039952 loss_vfl: 0.774487 loss_bbox: 0.278347 loss_dfl: 0.188694 loss: 1.246603 eta: 23:51:24 batch_cost: 1.9966 data_cost: 0.0013 ips: 24.0407 images/s [10/26 14:03:44] ppdet.engine INFO: Epoch: [228] [420/610] learning_rate: 0.039917 loss_vfl: 0.770088 loss_bbox: 0.266431 loss_dfl: 0.183025 loss: 1.223558 eta: 23:50:45 batch_cost: 2.0480 data_cost: 0.0011 ips: 23.4373 images/s [10/26 14:04:29] ppdet.engine INFO: Epoch: [228] [440/610] learning_rate: 0.039882 loss_vfl: 0.764305 loss_bbox: 0.263705 loss_dfl: 0.174961 loss: 1.215271 eta: 23:50:06 batch_cost: 2.0333 data_cost: 0.0012 ips: 23.6069 images/s [10/26 14:05:14] ppdet.engine INFO: Epoch: [228] [460/610] learning_rate: 0.039847 loss_vfl: 0.760747 loss_bbox: 0.274906 loss_dfl: 0.185308 loss: 1.218171 eta: 23:49:27 batch_cost: 2.0398 data_cost: 0.0011 ips: 23.5313 images/s [10/26 14:05:57] ppdet.engine INFO: Epoch: [228] [480/610] learning_rate: 0.039812 loss_vfl: 0.761449 loss_bbox: 0.271026 loss_dfl: 0.174271 loss: 1.216720 eta: 23:48:47 batch_cost: 1.9708 data_cost: 0.0011 ips: 24.3553 images/s [10/26 14:06:41] ppdet.engine INFO: Epoch: [228] [500/610] learning_rate: 0.039777 loss_vfl: 0.760571 loss_bbox: 0.254215 loss_dfl: 0.183883 loss: 1.208535 eta: 23:48:08 batch_cost: 1.9822 data_cost: 0.0011 ips: 24.2149 images/s [10/26 14:07:24] ppdet.engine INFO: Epoch: [228] [520/610] learning_rate: 0.039742 loss_vfl: 0.753095 loss_bbox: 0.268116 loss_dfl: 0.179289 loss: 1.209568 eta: 23:47:28 batch_cost: 1.9850 data_cost: 0.0011 ips: 24.1809 images/s [10/26 14:08:09] ppdet.engine INFO: Epoch: [228] [540/610] learning_rate: 0.039708 loss_vfl: 0.773636 loss_bbox: 0.259696 loss_dfl: 0.174304 loss: 1.211180 eta: 23:46:49 batch_cost: 2.0036 data_cost: 0.0016 ips: 23.9566 images/s [10/26 14:08:53] ppdet.engine INFO: Epoch: [228] [560/610] learning_rate: 0.039673 loss_vfl: 0.770860 loss_bbox: 0.261990 loss_dfl: 0.175984 loss: 1.209153 eta: 23:46:10 batch_cost: 1.9887 data_cost: 0.0011 ips: 24.1363 images/s [10/26 14:09:38] ppdet.engine INFO: Epoch: [228] [580/610] learning_rate: 0.039638 loss_vfl: 0.757390 loss_bbox: 0.271027 loss_dfl: 0.181473 loss: 1.216111 eta: 23:45:31 batch_cost: 2.0476 data_cost: 0.0011 ips: 23.4425 images/s [10/26 14:10:21] ppdet.engine INFO: Epoch: [228] [600/610] learning_rate: 0.039603 loss_vfl: 0.745147 loss_bbox: 0.271830 loss_dfl: 0.184258 loss: 1.187076 eta: 23:44:51 batch_cost: 1.9609 data_cost: 0.0012 ips: 24.4780 images/s [10/26 14:10:54] ppdet.engine INFO: Epoch: [229] [ 0/610] learning_rate: 0.039585 loss_vfl: 0.742368 loss_bbox: 0.269581 loss_dfl: 0.187737 loss: 1.221393 eta: 23:44:34 batch_cost: 2.3805 data_cost: 0.2792 ips: 20.1638 images/s [10/26 14:11:39] ppdet.engine INFO: Epoch: [229] [ 20/610] learning_rate: 0.039551 loss_vfl: 0.746565 loss_bbox: 0.277964 loss_dfl: 0.185784 loss: 1.209931 eta: 23:43:55 batch_cost: 2.0312 data_cost: 0.0012 ips: 23.6311 images/s [10/26 14:12:24] ppdet.engine INFO: Epoch: [229] [ 40/610] learning_rate: 0.039516 loss_vfl: 0.763476 loss_bbox: 0.260687 loss_dfl: 0.178324 loss: 1.198963 eta: 23:43:16 batch_cost: 2.0764 data_cost: 0.0011 ips: 23.1165 images/s [10/26 14:13:08] ppdet.engine INFO: Epoch: [229] [ 60/610] learning_rate: 0.039481 loss_vfl: 0.768554 loss_bbox: 0.260379 loss_dfl: 0.181058 loss: 1.213450 eta: 23:42:37 batch_cost: 1.9983 data_cost: 0.0010 ips: 24.0201 images/s [10/26 14:13:52] ppdet.engine INFO: Epoch: [229] [ 80/610] learning_rate: 0.039446 loss_vfl: 0.759169 loss_bbox: 0.264528 loss_dfl: 0.186648 loss: 1.206334 eta: 23:41:58 batch_cost: 1.9871 data_cost: 0.0011 ips: 24.1556 images/s [10/26 14:14:37] ppdet.engine INFO: Epoch: [229] [100/610] learning_rate: 0.039411 loss_vfl: 0.739442 loss_bbox: 0.257505 loss_dfl: 0.174488 loss: 1.177682 eta: 23:41:18 batch_cost: 2.0079 data_cost: 0.0011 ips: 23.9061 images/s [10/26 14:15:20] ppdet.engine INFO: Epoch: [229] [120/610] learning_rate: 0.039377 loss_vfl: 0.754355 loss_bbox: 0.238890 loss_dfl: 0.169527 loss: 1.176910 eta: 23:40:39 batch_cost: 1.9424 data_cost: 0.0011 ips: 24.7123 images/s [10/26 14:16:03] ppdet.engine INFO: Epoch: [229] [140/610] learning_rate: 0.039342 loss_vfl: 0.746094 loss_bbox: 0.264911 loss_dfl: 0.179919 loss: 1.191267 eta: 23:39:59 batch_cost: 1.9585 data_cost: 0.0011 ips: 24.5085 images/s [10/26 14:16:47] ppdet.engine INFO: Epoch: [229] [160/610] learning_rate: 0.039307 loss_vfl: 0.751989 loss_bbox: 0.247657 loss_dfl: 0.176294 loss: 1.178050 eta: 23:39:20 batch_cost: 2.0193 data_cost: 0.0012 ips: 23.7711 images/s [10/26 14:17:31] ppdet.engine INFO: Epoch: [229] [180/610] learning_rate: 0.039272 loss_vfl: 0.766244 loss_bbox: 0.273430 loss_dfl: 0.188569 loss: 1.223701 eta: 23:38:40 batch_cost: 1.9869 data_cost: 0.0011 ips: 24.1581 images/s [10/26 14:18:14] ppdet.engine INFO: Epoch: [229] [200/610] learning_rate: 0.039237 loss_vfl: 0.758154 loss_bbox: 0.288901 loss_dfl: 0.194134 loss: 1.245143 eta: 23:38:01 batch_cost: 1.9526 data_cost: 0.0011 ips: 24.5820 images/s [10/26 14:18:59] ppdet.engine INFO: Epoch: [229] [220/610] learning_rate: 0.039203 loss_vfl: 0.756137 loss_bbox: 0.280515 loss_dfl: 0.182911 loss: 1.206360 eta: 23:37:22 batch_cost: 2.0264 data_cost: 0.0010 ips: 23.6878 images/s [10/26 14:19:43] ppdet.engine INFO: Epoch: [229] [240/610] learning_rate: 0.039168 loss_vfl: 0.751289 loss_bbox: 0.254899 loss_dfl: 0.170769 loss: 1.174651 eta: 23:36:42 batch_cost: 2.0038 data_cost: 0.0012 ips: 23.9549 images/s [10/26 14:20:27] ppdet.engine INFO: Epoch: [229] [260/610] learning_rate: 0.039133 loss_vfl: 0.766343 loss_bbox: 0.261835 loss_dfl: 0.174405 loss: 1.202816 eta: 23:36:03 batch_cost: 1.9958 data_cost: 0.0011 ips: 24.0508 images/s [10/26 14:21:11] ppdet.engine INFO: Epoch: [229] [280/610] learning_rate: 0.039099 loss_vfl: 0.747438 loss_bbox: 0.255163 loss_dfl: 0.182969 loss: 1.181796 eta: 23:35:24 batch_cost: 2.0347 data_cost: 0.0010 ips: 23.5903 images/s [10/26 14:21:55] ppdet.engine INFO: Epoch: [229] [300/610] learning_rate: 0.039064 loss_vfl: 0.752033 loss_bbox: 0.253489 loss_dfl: 0.179727 loss: 1.189120 eta: 23:34:44 batch_cost: 1.9621 data_cost: 0.0011 ips: 24.4636 images/s [10/26 14:22:39] ppdet.engine INFO: Epoch: [229] [320/610] learning_rate: 0.039029 loss_vfl: 0.758960 loss_bbox: 0.249384 loss_dfl: 0.177907 loss: 1.188910 eta: 23:34:05 batch_cost: 1.9860 data_cost: 0.0012 ips: 24.1696 images/s [10/26 14:23:23] ppdet.engine INFO: Epoch: [229] [340/610] learning_rate: 0.038995 loss_vfl: 0.759898 loss_bbox: 0.287206 loss_dfl: 0.192946 loss: 1.234958 eta: 23:33:26 batch_cost: 1.9811 data_cost: 0.0011 ips: 24.2290 images/s [10/26 14:24:07] ppdet.engine INFO: Epoch: [229] [360/610] learning_rate: 0.038960 loss_vfl: 0.754118 loss_bbox: 0.273355 loss_dfl: 0.185142 loss: 1.207094 eta: 23:32:46 batch_cost: 1.9837 data_cost: 0.0011 ips: 24.1975 images/s [10/26 14:24:51] ppdet.engine INFO: Epoch: [229] [380/610] learning_rate: 0.038925 loss_vfl: 0.757576 loss_bbox: 0.274681 loss_dfl: 0.179446 loss: 1.214840 eta: 23:32:06 batch_cost: 1.9362 data_cost: 0.0010 ips: 24.7909 images/s [10/26 14:25:34] ppdet.engine INFO: Epoch: [229] [400/610] learning_rate: 0.038891 loss_vfl: 0.744959 loss_bbox: 0.241986 loss_dfl: 0.170259 loss: 1.166289 eta: 23:31:27 batch_cost: 1.9484 data_cost: 0.0010 ips: 24.6357 images/s [10/26 14:26:18] ppdet.engine INFO: Epoch: [229] [420/610] learning_rate: 0.038856 loss_vfl: 0.742688 loss_bbox: 0.280760 loss_dfl: 0.193522 loss: 1.239980 eta: 23:30:48 batch_cost: 2.0047 data_cost: 0.0019 ips: 23.9441 images/s [10/26 14:27:02] ppdet.engine INFO: Epoch: [229] [440/610] learning_rate: 0.038822 loss_vfl: 0.766512 loss_bbox: 0.296061 loss_dfl: 0.193451 loss: 1.232740 eta: 23:30:08 batch_cost: 1.9769 data_cost: 0.0011 ips: 24.2799 images/s [10/26 14:27:45] ppdet.engine INFO: Epoch: [229] [460/610] learning_rate: 0.038787 loss_vfl: 0.791562 loss_bbox: 0.251948 loss_dfl: 0.175575 loss: 1.194028 eta: 23:29:28 batch_cost: 1.9150 data_cost: 0.0012 ips: 25.0658 images/s [10/26 14:28:30] ppdet.engine INFO: Epoch: [229] [480/610] learning_rate: 0.038753 loss_vfl: 0.768891 loss_bbox: 0.264400 loss_dfl: 0.177322 loss: 1.205194 eta: 23:28:49 batch_cost: 2.0172 data_cost: 0.0011 ips: 23.7952 images/s [10/26 14:29:13] ppdet.engine INFO: Epoch: [229] [500/610] learning_rate: 0.038718 loss_vfl: 0.745953 loss_bbox: 0.281285 loss_dfl: 0.182212 loss: 1.225801 eta: 23:28:10 batch_cost: 1.9747 data_cost: 0.0011 ips: 24.3075 images/s [10/26 14:29:57] ppdet.engine INFO: Epoch: [229] [520/610] learning_rate: 0.038683 loss_vfl: 0.758165 loss_bbox: 0.276120 loss_dfl: 0.193051 loss: 1.223485 eta: 23:27:30 batch_cost: 1.9696 data_cost: 0.0011 ips: 24.3710 images/s [10/26 14:30:42] ppdet.engine INFO: Epoch: [229] [540/610] learning_rate: 0.038649 loss_vfl: 0.759675 loss_bbox: 0.258395 loss_dfl: 0.179688 loss: 1.203710 eta: 23:26:51 batch_cost: 1.9958 data_cost: 0.0011 ips: 24.0503 images/s [10/26 14:31:25] ppdet.engine INFO: Epoch: [229] [560/610] learning_rate: 0.038614 loss_vfl: 0.750685 loss_bbox: 0.246520 loss_dfl: 0.175286 loss: 1.181171 eta: 23:26:11 batch_cost: 1.9704 data_cost: 0.0011 ips: 24.3602 images/s [10/26 14:32:08] ppdet.engine INFO: Epoch: [229] [580/610] learning_rate: 0.038580 loss_vfl: 0.764630 loss_bbox: 0.260388 loss_dfl: 0.180547 loss: 1.207059 eta: 23:25:31 batch_cost: 1.9131 data_cost: 0.0011 ips: 25.0897 images/s [10/26 14:32:51] ppdet.engine INFO: Epoch: [229] [600/610] learning_rate: 0.038546 loss_vfl: 0.768931 loss_bbox: 0.280048 loss_dfl: 0.186773 loss: 1.238576 eta: 23:24:52 batch_cost: 1.9497 data_cost: 0.0011 ips: 24.6187 images/s [10/26 14:33:11] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/26 14:33:12] ppdet.engine INFO: Eval iter: 0 [10/26 14:33:43] ppdet.engine INFO: Eval iter: 100 [10/26 14:34:06] ppdet.engine INFO: Eval iter: 200 [10/26 14:34:29] ppdet.engine INFO: Eval iter: 300 [10/26 14:34:52] ppdet.engine INFO: Eval iter: 400 [10/26 14:35:15] ppdet.engine INFO: Eval iter: 500 [10/26 14:35:38] ppdet.engine INFO: Eval iter: 600 [10/26 14:35:57] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.65s) creating index... index created! [10/26 14:35:58] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.79s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=99.21s). Accumulating evaluation results... DONE (t=16.89s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.365 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.524 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.386 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 ] = 0.389 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 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.517 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 ] = 0.580 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.755 [10/26 14:38:02] ppdet.engine INFO: Total sample number: 4952, averge FPS: 32.460918520632156 [10/26 14:38:02] ppdet.engine INFO: Best test bbox ap is 0.365. [10/26 14:38:02] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/26 14:38:04] ppdet.engine INFO: Epoch: [230] [ 0/610] learning_rate: 0.038528 loss_vfl: 0.769452 loss_bbox: 0.283445 loss_dfl: 0.184639 loss: 1.229185 eta: 23:24:32 batch_cost: 1.8489 data_cost: 0.0011 ips: 25.9613 images/s [10/26 14:38:49] ppdet.engine INFO: Epoch: [230] [ 20/610] learning_rate: 0.038494 loss_vfl: 0.742272 loss_bbox: 0.263275 loss_dfl: 0.178699 loss: 1.172436 eta: 23:23:53 batch_cost: 2.0522 data_cost: 0.0011 ips: 23.3891 images/s [10/26 14:39:33] ppdet.engine INFO: Epoch: [230] [ 40/610] learning_rate: 0.038459 loss_vfl: 0.755051 loss_bbox: 0.271983 loss_dfl: 0.186132 loss: 1.206125 eta: 23:23:13 batch_cost: 1.9819 data_cost: 0.0011 ips: 24.2195 images/s [10/26 14:40:18] ppdet.engine INFO: Epoch: [230] [ 60/610] learning_rate: 0.038425 loss_vfl: 0.735772 loss_bbox: 0.251549 loss_dfl: 0.180484 loss: 1.177740 eta: 23:22:34 batch_cost: 2.0099 data_cost: 0.0012 ips: 23.8822 images/s [10/26 14:41:04] ppdet.engine INFO: Epoch: [230] [ 80/610] learning_rate: 0.038391 loss_vfl: 0.765592 loss_bbox: 0.266606 loss_dfl: 0.182440 loss: 1.225122 eta: 23:21:55 batch_cost: 2.0477 data_cost: 0.0011 ips: 23.4411 images/s [10/26 14:41:49] ppdet.engine INFO: Epoch: [230] [100/610] learning_rate: 0.038356 loss_vfl: 0.755921 loss_bbox: 0.263157 loss_dfl: 0.179468 loss: 1.187748 eta: 23:21:16 batch_cost: 2.0419 data_cost: 0.0011 ips: 23.5078 images/s [10/26 14:42:33] ppdet.engine INFO: Epoch: [230] [120/610] learning_rate: 0.038322 loss_vfl: 0.742555 loss_bbox: 0.272586 loss_dfl: 0.184089 loss: 1.197686 eta: 23:20:36 batch_cost: 1.9516 data_cost: 0.0011 ips: 24.5957 images/s [10/26 14:43:17] ppdet.engine INFO: Epoch: [230] [140/610] learning_rate: 0.038287 loss_vfl: 0.758674 loss_bbox: 0.260061 loss_dfl: 0.190654 loss: 1.206268 eta: 23:19:57 batch_cost: 1.9419 data_cost: 0.0011 ips: 24.7183 images/s [10/26 14:44:00] ppdet.engine INFO: Epoch: [230] [160/610] learning_rate: 0.038253 loss_vfl: 0.755106 loss_bbox: 0.267740 loss_dfl: 0.185267 loss: 1.218629 eta: 23:19:17 batch_cost: 1.9913 data_cost: 0.0011 ips: 24.1046 images/s [10/26 14:44:44] ppdet.engine INFO: Epoch: [230] [180/610] learning_rate: 0.038219 loss_vfl: 0.761197 loss_bbox: 0.255627 loss_dfl: 0.181138 loss: 1.185002 eta: 23:18:38 batch_cost: 1.9659 data_cost: 0.0011 ips: 24.4166 images/s [10/26 14:45:28] ppdet.engine INFO: Epoch: [230] [200/610] learning_rate: 0.038184 loss_vfl: 0.757715 loss_bbox: 0.244653 loss_dfl: 0.177343 loss: 1.198597 eta: 23:17:58 batch_cost: 2.0079 data_cost: 0.0043 ips: 23.9052 images/s [10/26 14:46:11] ppdet.engine INFO: Epoch: [230] [220/610] learning_rate: 0.038150 loss_vfl: 0.745210 loss_bbox: 0.259665 loss_dfl: 0.178562 loss: 1.183702 eta: 23:17:19 batch_cost: 1.9723 data_cost: 0.0012 ips: 24.3374 images/s [10/26 14:46:56] ppdet.engine INFO: Epoch: [230] [240/610] learning_rate: 0.038116 loss_vfl: 0.758097 loss_bbox: 0.255059 loss_dfl: 0.181128 loss: 1.212421 eta: 23:16:40 batch_cost: 2.0336 data_cost: 0.0011 ips: 23.6034 images/s [10/26 14:47:41] ppdet.engine INFO: Epoch: [230] [260/610] learning_rate: 0.038081 loss_vfl: 0.755588 loss_bbox: 0.267845 loss_dfl: 0.185058 loss: 1.197935 eta: 23:16:01 batch_cost: 2.0293 data_cost: 0.0018 ips: 23.6530 images/s [10/26 14:48:26] ppdet.engine INFO: Epoch: [230] [280/610] learning_rate: 0.038047 loss_vfl: 0.753888 loss_bbox: 0.278838 loss_dfl: 0.187408 loss: 1.215823 eta: 23:15:22 batch_cost: 2.0398 data_cost: 0.0012 ips: 23.5312 images/s [10/26 14:49:10] ppdet.engine INFO: Epoch: [230] [300/610] learning_rate: 0.038013 loss_vfl: 0.756487 loss_bbox: 0.258722 loss_dfl: 0.178182 loss: 1.157533 eta: 23:14:42 batch_cost: 2.0186 data_cost: 0.0011 ips: 23.7791 images/s [10/26 14:49:54] ppdet.engine INFO: Epoch: [230] [320/610] learning_rate: 0.037979 loss_vfl: 0.759581 loss_bbox: 0.267250 loss_dfl: 0.182839 loss: 1.202331 eta: 23:14:03 batch_cost: 1.9744 data_cost: 0.0011 ips: 24.3115 images/s [10/26 14:50:38] ppdet.engine INFO: Epoch: [230] [340/610] learning_rate: 0.037944 loss_vfl: 0.766406 loss_bbox: 0.275806 loss_dfl: 0.180514 loss: 1.214887 eta: 23:13:24 batch_cost: 1.9835 data_cost: 0.0016 ips: 24.1999 images/s [10/26 14:51:22] ppdet.engine INFO: Epoch: [230] [360/610] learning_rate: 0.037910 loss_vfl: 0.759400 loss_bbox: 0.256587 loss_dfl: 0.181199 loss: 1.223685 eta: 23:12:44 batch_cost: 2.0278 data_cost: 0.0011 ips: 23.6712 images/s [10/26 14:52:06] ppdet.engine INFO: Epoch: [230] [380/610] learning_rate: 0.037876 loss_vfl: 0.750325 loss_bbox: 0.266687 loss_dfl: 0.179469 loss: 1.206149 eta: 23:12:05 batch_cost: 1.9946 data_cost: 0.0013 ips: 24.0648 images/s [10/26 14:52:50] ppdet.engine INFO: Epoch: [230] [400/610] learning_rate: 0.037842 loss_vfl: 0.756916 loss_bbox: 0.260949 loss_dfl: 0.183294 loss: 1.207605 eta: 23:11:26 batch_cost: 1.9668 data_cost: 0.0011 ips: 24.4051 images/s [10/26 14:53:34] ppdet.engine INFO: Epoch: [230] [420/610] learning_rate: 0.037807 loss_vfl: 0.763536 loss_bbox: 0.268820 loss_dfl: 0.184532 loss: 1.215344 eta: 23:10:46 batch_cost: 2.0026 data_cost: 0.0011 ips: 23.9685 images/s [10/26 14:54:18] ppdet.engine INFO: Epoch: [230] [440/610] learning_rate: 0.037773 loss_vfl: 0.765617 loss_bbox: 0.279964 loss_dfl: 0.187561 loss: 1.234178 eta: 23:10:07 batch_cost: 2.0133 data_cost: 0.0011 ips: 23.8409 images/s [10/26 14:55:03] ppdet.engine INFO: Epoch: [230] [460/610] learning_rate: 0.037739 loss_vfl: 0.763442 loss_bbox: 0.264366 loss_dfl: 0.181270 loss: 1.197833 eta: 23:09:28 batch_cost: 2.0184 data_cost: 0.0011 ips: 23.7814 images/s [10/26 14:55:48] ppdet.engine INFO: Epoch: [230] [480/610] learning_rate: 0.037705 loss_vfl: 0.761943 loss_bbox: 0.253774 loss_dfl: 0.180868 loss: 1.187016 eta: 23:08:48 batch_cost: 2.0032 data_cost: 0.0011 ips: 23.9613 images/s [10/26 14:56:32] ppdet.engine INFO: Epoch: [230] [500/610] learning_rate: 0.037671 loss_vfl: 0.747575 loss_bbox: 0.271522 loss_dfl: 0.184419 loss: 1.185978 eta: 23:08:09 batch_cost: 1.9456 data_cost: 0.0011 ips: 24.6707 images/s [10/26 14:57:15] ppdet.engine INFO: Epoch: [230] [520/610] learning_rate: 0.037637 loss_vfl: 0.745878 loss_bbox: 0.279681 loss_dfl: 0.179706 loss: 1.212150 eta: 23:07:29 batch_cost: 1.9693 data_cost: 0.0010 ips: 24.3744 images/s [10/26 14:58:00] ppdet.engine INFO: Epoch: [230] [540/610] learning_rate: 0.037603 loss_vfl: 0.749856 loss_bbox: 0.257087 loss_dfl: 0.182192 loss: 1.171098 eta: 23:06:50 batch_cost: 1.9863 data_cost: 0.0012 ips: 24.1659 images/s [10/26 14:58:45] ppdet.engine INFO: Epoch: [230] [560/610] learning_rate: 0.037569 loss_vfl: 0.761325 loss_bbox: 0.241889 loss_dfl: 0.171283 loss: 1.179723 eta: 23:06:11 batch_cost: 2.0176 data_cost: 0.0011 ips: 23.7912 images/s [10/26 14:59:29] ppdet.engine INFO: Epoch: [230] [580/610] learning_rate: 0.037534 loss_vfl: 0.742059 loss_bbox: 0.274379 loss_dfl: 0.190731 loss: 1.198170 eta: 23:05:32 batch_cost: 2.0199 data_cost: 0.0011 ips: 23.7633 images/s [10/26 15:00:12] ppdet.engine INFO: Epoch: [230] [600/610] learning_rate: 0.037500 loss_vfl: 0.741226 loss_bbox: 0.268356 loss_dfl: 0.183605 loss: 1.187484 eta: 23:04:52 batch_cost: 1.9286 data_cost: 0.0012 ips: 24.8885 images/s [10/26 15:00:46] ppdet.engine INFO: Epoch: [231] [ 0/610] learning_rate: 0.037483 loss_vfl: 0.743291 loss_bbox: 0.273189 loss_dfl: 0.181911 loss: 1.199574 eta: 23:04:35 batch_cost: 2.3899 data_cost: 0.2853 ips: 20.0844 images/s [10/26 15:01:31] ppdet.engine INFO: Epoch: [231] [ 20/610] learning_rate: 0.037449 loss_vfl: 0.756933 loss_bbox: 0.259354 loss_dfl: 0.176349 loss: 1.171292 eta: 23:03:56 batch_cost: 2.0566 data_cost: 0.0016 ips: 23.3389 images/s [10/26 15:02:16] ppdet.engine INFO: Epoch: [231] [ 40/610] learning_rate: 0.037415 loss_vfl: 0.764690 loss_bbox: 0.259793 loss_dfl: 0.178311 loss: 1.202799 eta: 23:03:16 batch_cost: 1.9896 data_cost: 0.0061 ips: 24.1249 images/s [10/26 15:03:01] ppdet.engine INFO: Epoch: [231] [ 60/610] learning_rate: 0.037381 loss_vfl: 0.754336 loss_bbox: 0.257370 loss_dfl: 0.169350 loss: 1.182021 eta: 23:02:37 batch_cost: 2.0490 data_cost: 0.0018 ips: 23.4255 images/s [10/26 15:03:46] ppdet.engine INFO: Epoch: [231] [ 80/610] learning_rate: 0.037347 loss_vfl: 0.748183 loss_bbox: 0.276106 loss_dfl: 0.182894 loss: 1.205335 eta: 23:01:58 batch_cost: 2.0323 data_cost: 0.0021 ips: 23.6184 images/s [10/26 15:04:31] ppdet.engine INFO: Epoch: [231] [100/610] learning_rate: 0.037313 loss_vfl: 0.748609 loss_bbox: 0.270892 loss_dfl: 0.185539 loss: 1.197784 eta: 23:01:19 batch_cost: 2.0008 data_cost: 0.0018 ips: 23.9901 images/s [10/26 15:05:15] ppdet.engine INFO: Epoch: [231] [120/610] learning_rate: 0.037279 loss_vfl: 0.745251 loss_bbox: 0.267895 loss_dfl: 0.183739 loss: 1.204997 eta: 23:00:40 batch_cost: 1.9726 data_cost: 0.0013 ips: 24.3329 images/s [10/26 15:05:59] ppdet.engine INFO: Epoch: [231] [140/610] learning_rate: 0.037245 loss_vfl: 0.766990 loss_bbox: 0.276989 loss_dfl: 0.181207 loss: 1.231482 eta: 23:00:00 batch_cost: 1.9950 data_cost: 0.0012 ips: 24.0600 images/s [10/26 15:06:44] ppdet.engine INFO: Epoch: [231] [160/610] learning_rate: 0.037211 loss_vfl: 0.753213 loss_bbox: 0.273121 loss_dfl: 0.183920 loss: 1.216079 eta: 22:59:21 batch_cost: 1.9989 data_cost: 0.0012 ips: 24.0132 images/s [10/26 15:07:27] ppdet.engine INFO: Epoch: [231] [180/610] learning_rate: 0.037177 loss_vfl: 0.756283 loss_bbox: 0.273751 loss_dfl: 0.183490 loss: 1.208742 eta: 22:58:41 batch_cost: 1.9285 data_cost: 0.0013 ips: 24.8897 images/s [10/26 15:08:11] ppdet.engine INFO: Epoch: [231] [200/610] learning_rate: 0.037143 loss_vfl: 0.765009 loss_bbox: 0.269940 loss_dfl: 0.182820 loss: 1.215933 eta: 22:58:02 batch_cost: 1.9994 data_cost: 0.0011 ips: 24.0071 images/s [10/26 15:08:55] ppdet.engine INFO: Epoch: [231] [220/610] learning_rate: 0.037109 loss_vfl: 0.766617 loss_bbox: 0.266217 loss_dfl: 0.179843 loss: 1.195952 eta: 22:57:22 batch_cost: 1.9874 data_cost: 0.0011 ips: 24.1527 images/s [10/26 15:09:39] ppdet.engine INFO: Epoch: [231] [240/610] learning_rate: 0.037076 loss_vfl: 0.772532 loss_bbox: 0.261051 loss_dfl: 0.182778 loss: 1.196235 eta: 22:56:43 batch_cost: 1.9484 data_cost: 0.0017 ips: 24.6357 images/s [10/26 15:10:23] ppdet.engine INFO: Epoch: [231] [260/610] learning_rate: 0.037042 loss_vfl: 0.754884 loss_bbox: 0.265663 loss_dfl: 0.174608 loss: 1.188708 eta: 22:56:03 batch_cost: 1.9889 data_cost: 0.0010 ips: 24.1341 images/s [10/26 15:11:07] ppdet.engine INFO: Epoch: [231] [280/610] learning_rate: 0.037008 loss_vfl: 0.743757 loss_bbox: 0.282200 loss_dfl: 0.182729 loss: 1.200423 eta: 22:55:24 batch_cost: 2.0008 data_cost: 0.0011 ips: 23.9906 images/s [10/26 15:11:50] ppdet.engine INFO: Epoch: [231] [300/610] learning_rate: 0.036974 loss_vfl: 0.757207 loss_bbox: 0.256758 loss_dfl: 0.181217 loss: 1.191580 eta: 22:54:44 batch_cost: 1.9349 data_cost: 0.0010 ips: 24.8073 images/s [10/26 15:12:34] ppdet.engine INFO: Epoch: [231] [320/610] learning_rate: 0.036940 loss_vfl: 0.750363 loss_bbox: 0.260166 loss_dfl: 0.180026 loss: 1.192499 eta: 22:54:05 batch_cost: 1.9473 data_cost: 0.0010 ips: 24.6499 images/s [10/26 15:13:19] ppdet.engine INFO: Epoch: [231] [340/610] learning_rate: 0.036906 loss_vfl: 0.754089 loss_bbox: 0.286681 loss_dfl: 0.190073 loss: 1.238622 eta: 22:53:25 batch_cost: 1.9818 data_cost: 0.0010 ips: 24.2204 images/s [10/26 15:14:03] ppdet.engine INFO: Epoch: [231] [360/610] learning_rate: 0.036872 loss_vfl: 0.752694 loss_bbox: 0.249394 loss_dfl: 0.171971 loss: 1.180264 eta: 22:52:46 batch_cost: 2.0524 data_cost: 0.0010 ips: 23.3877 images/s [10/26 15:14:48] ppdet.engine INFO: Epoch: [231] [380/610] learning_rate: 0.036839 loss_vfl: 0.761407 loss_bbox: 0.254737 loss_dfl: 0.173759 loss: 1.173931 eta: 22:52:07 batch_cost: 2.0070 data_cost: 0.0010 ips: 23.9157 images/s [10/26 15:15:33] ppdet.engine INFO: Epoch: [231] [400/610] learning_rate: 0.036805 loss_vfl: 0.749169 loss_bbox: 0.266243 loss_dfl: 0.184158 loss: 1.192905 eta: 22:51:28 batch_cost: 2.0116 data_cost: 0.0010 ips: 23.8614 images/s [10/26 15:16:16] ppdet.engine INFO: Epoch: [231] [420/610] learning_rate: 0.036771 loss_vfl: 0.746614 loss_bbox: 0.268479 loss_dfl: 0.186075 loss: 1.195162 eta: 22:50:48 batch_cost: 1.9619 data_cost: 0.0010 ips: 24.4659 images/s [10/26 15:17:00] ppdet.engine INFO: Epoch: [231] [440/610] learning_rate: 0.036737 loss_vfl: 0.770865 loss_bbox: 0.266665 loss_dfl: 0.179425 loss: 1.197596 eta: 22:50:09 batch_cost: 2.0015 data_cost: 0.0010 ips: 23.9818 images/s [10/26 15:17:44] ppdet.engine INFO: Epoch: [231] [460/610] learning_rate: 0.036704 loss_vfl: 0.751766 loss_bbox: 0.282617 loss_dfl: 0.189175 loss: 1.217809 eta: 22:49:29 batch_cost: 1.9777 data_cost: 0.0010 ips: 24.2707 images/s [10/26 15:18:27] ppdet.engine INFO: Epoch: [231] [480/610] learning_rate: 0.036670 loss_vfl: 0.734808 loss_bbox: 0.267001 loss_dfl: 0.189212 loss: 1.201315 eta: 22:48:50 batch_cost: 1.9644 data_cost: 0.0010 ips: 24.4349 images/s [10/26 15:19:11] ppdet.engine INFO: Epoch: [231] [500/610] learning_rate: 0.036636 loss_vfl: 0.762213 loss_bbox: 0.259765 loss_dfl: 0.175253 loss: 1.191484 eta: 22:48:10 batch_cost: 1.9885 data_cost: 0.0010 ips: 24.1383 images/s [10/26 15:19:54] ppdet.engine INFO: Epoch: [231] [520/610] learning_rate: 0.036602 loss_vfl: 0.761077 loss_bbox: 0.275133 loss_dfl: 0.192245 loss: 1.238894 eta: 22:47:31 batch_cost: 1.9342 data_cost: 0.0011 ips: 24.8165 images/s [10/26 15:20:38] ppdet.engine INFO: Epoch: [231] [540/610] learning_rate: 0.036569 loss_vfl: 0.749157 loss_bbox: 0.292647 loss_dfl: 0.191428 loss: 1.225267 eta: 22:46:52 batch_cost: 2.0282 data_cost: 0.0046 ips: 23.6665 images/s [10/26 15:21:22] ppdet.engine INFO: Epoch: [231] [560/610] learning_rate: 0.036535 loss_vfl: 0.767494 loss_bbox: 0.262155 loss_dfl: 0.181163 loss: 1.217686 eta: 22:46:12 batch_cost: 1.9817 data_cost: 0.0011 ips: 24.2210 images/s [10/26 15:22:07] ppdet.engine INFO: Epoch: [231] [580/610] learning_rate: 0.036501 loss_vfl: 0.761089 loss_bbox: 0.267653 loss_dfl: 0.184592 loss: 1.207783 eta: 22:45:33 batch_cost: 2.0339 data_cost: 0.0046 ips: 23.6003 images/s [10/26 15:22:48] ppdet.engine INFO: Epoch: [231] [600/610] learning_rate: 0.036468 loss_vfl: 0.754679 loss_bbox: 0.251467 loss_dfl: 0.171840 loss: 1.193808 eta: 22:44:53 batch_cost: 1.8097 data_cost: 0.0011 ips: 26.5230 images/s [10/26 15:23:19] ppdet.engine INFO: Epoch: [232] [ 0/610] learning_rate: 0.036451 loss_vfl: 0.741901 loss_bbox: 0.264857 loss_dfl: 0.177976 loss: 1.189917 eta: 22:44:35 batch_cost: 2.2124 data_cost: 0.2008 ips: 21.6958 images/s [10/26 15:24:04] ppdet.engine INFO: Epoch: [232] [ 20/610] learning_rate: 0.036417 loss_vfl: 0.735675 loss_bbox: 0.273515 loss_dfl: 0.192292 loss: 1.213425 eta: 22:43:56 batch_cost: 2.0406 data_cost: 0.0010 ips: 23.5227 images/s [10/26 15:24:49] ppdet.engine INFO: Epoch: [232] [ 40/610] learning_rate: 0.036383 loss_vfl: 0.765231 loss_bbox: 0.250466 loss_dfl: 0.175210 loss: 1.185690 eta: 22:43:17 batch_cost: 2.0263 data_cost: 0.0012 ips: 23.6887 images/s [10/26 15:25:32] ppdet.engine INFO: Epoch: [232] [ 60/610] learning_rate: 0.036350 loss_vfl: 0.758576 loss_bbox: 0.269464 loss_dfl: 0.185579 loss: 1.191970 eta: 22:42:37 batch_cost: 1.9325 data_cost: 0.0010 ips: 24.8388 images/s [10/26 15:26:16] ppdet.engine INFO: Epoch: [232] [ 80/610] learning_rate: 0.036316 loss_vfl: 0.749123 loss_bbox: 0.267332 loss_dfl: 0.179268 loss: 1.177834 eta: 22:41:58 batch_cost: 1.9975 data_cost: 0.0011 ips: 24.0306 images/s [10/26 15:27:01] ppdet.engine INFO: Epoch: [232] [100/610] learning_rate: 0.036283 loss_vfl: 0.746914 loss_bbox: 0.265153 loss_dfl: 0.182902 loss: 1.200470 eta: 22:41:18 batch_cost: 1.9977 data_cost: 0.0010 ips: 24.0281 images/s [10/26 15:27:45] ppdet.engine INFO: Epoch: [232] [120/610] learning_rate: 0.036249 loss_vfl: 0.758795 loss_bbox: 0.252777 loss_dfl: 0.180336 loss: 1.176536 eta: 22:40:39 batch_cost: 2.0180 data_cost: 0.0010 ips: 23.7856 images/s [10/26 15:28:30] ppdet.engine INFO: Epoch: [232] [140/610] learning_rate: 0.036216 loss_vfl: 0.742060 loss_bbox: 0.261894 loss_dfl: 0.177437 loss: 1.193521 eta: 22:40:00 batch_cost: 2.0058 data_cost: 0.0011 ips: 23.9308 images/s [10/26 15:29:15] ppdet.engine INFO: Epoch: [232] [160/610] learning_rate: 0.036182 loss_vfl: 0.725194 loss_bbox: 0.279036 loss_dfl: 0.185204 loss: 1.196057 eta: 22:39:21 batch_cost: 2.0179 data_cost: 0.0011 ips: 23.7868 images/s [10/26 15:29:58] ppdet.engine INFO: Epoch: [232] [180/610] learning_rate: 0.036148 loss_vfl: 0.730491 loss_bbox: 0.263243 loss_dfl: 0.180485 loss: 1.185619 eta: 22:38:41 batch_cost: 1.9442 data_cost: 0.0010 ips: 24.6891 images/s [10/26 15:30:41] ppdet.engine INFO: Epoch: [232] [200/610] learning_rate: 0.036115 loss_vfl: 0.743332 loss_bbox: 0.255226 loss_dfl: 0.171805 loss: 1.178064 eta: 22:38:01 batch_cost: 1.9271 data_cost: 0.0010 ips: 24.9073 images/s [10/26 15:31:25] ppdet.engine INFO: Epoch: [232] [220/610] learning_rate: 0.036081 loss_vfl: 0.742396 loss_bbox: 0.268045 loss_dfl: 0.183740 loss: 1.193923 eta: 22:37:22 batch_cost: 1.9850 data_cost: 0.0010 ips: 24.1818 images/s [10/26 15:32:08] ppdet.engine INFO: Epoch: [232] [240/610] learning_rate: 0.036048 loss_vfl: 0.775077 loss_bbox: 0.262974 loss_dfl: 0.178591 loss: 1.220330 eta: 22:36:42 batch_cost: 1.9323 data_cost: 0.0010 ips: 24.8408 images/s [10/26 15:32:52] ppdet.engine INFO: Epoch: [232] [260/610] learning_rate: 0.036014 loss_vfl: 0.753471 loss_bbox: 0.268336 loss_dfl: 0.181175 loss: 1.212742 eta: 22:36:03 batch_cost: 1.9513 data_cost: 0.0010 ips: 24.5993 images/s [10/26 15:33:36] ppdet.engine INFO: Epoch: [232] [280/610] learning_rate: 0.035981 loss_vfl: 0.735704 loss_bbox: 0.275689 loss_dfl: 0.181493 loss: 1.182302 eta: 22:35:23 batch_cost: 1.9966 data_cost: 0.0010 ips: 24.0413 images/s [10/26 15:34:21] ppdet.engine INFO: Epoch: [232] [300/610] learning_rate: 0.035947 loss_vfl: 0.750193 loss_bbox: 0.258132 loss_dfl: 0.181725 loss: 1.201559 eta: 22:34:44 batch_cost: 2.0026 data_cost: 0.0010 ips: 23.9683 images/s [10/26 15:35:05] ppdet.engine INFO: Epoch: [232] [320/610] learning_rate: 0.035914 loss_vfl: 0.745494 loss_bbox: 0.263662 loss_dfl: 0.184340 loss: 1.200371 eta: 22:34:05 batch_cost: 1.9923 data_cost: 0.0010 ips: 24.0929 images/s [10/26 15:35:49] ppdet.engine INFO: Epoch: [232] [340/610] learning_rate: 0.035881 loss_vfl: 0.762202 loss_bbox: 0.287793 loss_dfl: 0.185146 loss: 1.220887 eta: 22:33:25 batch_cost: 2.0322 data_cost: 0.0010 ips: 23.6200 images/s [10/26 15:36:32] ppdet.engine INFO: Epoch: [232] [360/610] learning_rate: 0.035847 loss_vfl: 0.748894 loss_bbox: 0.279505 loss_dfl: 0.188549 loss: 1.209391 eta: 22:32:46 batch_cost: 1.9402 data_cost: 0.0011 ips: 24.7398 images/s [10/26 15:37:16] ppdet.engine INFO: Epoch: [232] [380/610] learning_rate: 0.035814 loss_vfl: 0.753524 loss_bbox: 0.297710 loss_dfl: 0.193272 loss: 1.225914 eta: 22:32:06 batch_cost: 1.9675 data_cost: 0.0011 ips: 24.3969 images/s [10/26 15:38:01] ppdet.engine INFO: Epoch: [232] [400/610] learning_rate: 0.035780 loss_vfl: 0.747165 loss_bbox: 0.269883 loss_dfl: 0.183616 loss: 1.204548 eta: 22:31:27 batch_cost: 2.0210 data_cost: 0.0010 ips: 23.7507 images/s [10/26 15:38:45] ppdet.engine INFO: Epoch: [232] [420/610] learning_rate: 0.035747 loss_vfl: 0.752391 loss_bbox: 0.265365 loss_dfl: 0.174620 loss: 1.198221 eta: 22:30:48 batch_cost: 2.0139 data_cost: 0.0010 ips: 23.8347 images/s [10/26 15:39:30] ppdet.engine INFO: Epoch: [232] [440/610] learning_rate: 0.035714 loss_vfl: 0.765158 loss_bbox: 0.266588 loss_dfl: 0.178161 loss: 1.203911 eta: 22:30:08 batch_cost: 1.9864 data_cost: 0.0010 ips: 24.1638 images/s [10/26 15:40:14] ppdet.engine INFO: Epoch: [232] [460/610] learning_rate: 0.035680 loss_vfl: 0.745367 loss_bbox: 0.273545 loss_dfl: 0.181812 loss: 1.210418 eta: 22:29:29 batch_cost: 1.9835 data_cost: 0.0010 ips: 24.1991 images/s [10/26 15:40:59] ppdet.engine INFO: Epoch: [232] [480/610] learning_rate: 0.035647 loss_vfl: 0.764467 loss_bbox: 0.262731 loss_dfl: 0.178724 loss: 1.211203 eta: 22:28:50 batch_cost: 2.0022 data_cost: 0.0011 ips: 23.9737 images/s [10/26 15:41:43] ppdet.engine INFO: Epoch: [232] [500/610] learning_rate: 0.035614 loss_vfl: 0.752155 loss_bbox: 0.278252 loss_dfl: 0.192703 loss: 1.227929 eta: 22:28:10 batch_cost: 1.9226 data_cost: 0.0010 ips: 24.9660 images/s [10/26 15:42:26] ppdet.engine INFO: Epoch: [232] [520/610] learning_rate: 0.035580 loss_vfl: 0.774617 loss_bbox: 0.262610 loss_dfl: 0.182611 loss: 1.210065 eta: 22:27:30 batch_cost: 1.9798 data_cost: 0.0010 ips: 24.2445 images/s [10/26 15:43:10] ppdet.engine INFO: Epoch: [232] [540/610] learning_rate: 0.035547 loss_vfl: 0.751483 loss_bbox: 0.303088 loss_dfl: 0.196873 loss: 1.271590 eta: 22:26:51 batch_cost: 1.9660 data_cost: 0.0011 ips: 24.4146 images/s [10/26 15:43:54] ppdet.engine INFO: Epoch: [232] [560/610] learning_rate: 0.035514 loss_vfl: 0.751568 loss_bbox: 0.260503 loss_dfl: 0.182575 loss: 1.193298 eta: 22:26:12 batch_cost: 2.0145 data_cost: 0.0010 ips: 23.8267 images/s [10/26 15:44:38] ppdet.engine INFO: Epoch: [232] [580/610] learning_rate: 0.035480 loss_vfl: 0.755194 loss_bbox: 0.284404 loss_dfl: 0.187778 loss: 1.225561 eta: 22:25:32 batch_cost: 2.0263 data_cost: 0.0010 ips: 23.6886 images/s [10/26 15:45:22] ppdet.engine INFO: Epoch: [232] [600/610] learning_rate: 0.035447 loss_vfl: 0.740758 loss_bbox: 0.272459 loss_dfl: 0.178931 loss: 1.196513 eta: 22:24:53 batch_cost: 1.9642 data_cost: 0.0010 ips: 24.4377 images/s [10/26 15:45:55] ppdet.engine INFO: Epoch: [233] [ 0/610] learning_rate: 0.035431 loss_vfl: 0.739454 loss_bbox: 0.260657 loss_dfl: 0.176188 loss: 1.184083 eta: 22:24:36 batch_cost: 2.4311 data_cost: 0.1880 ips: 19.7441 images/s [10/26 15:46:40] ppdet.engine INFO: Epoch: [233] [ 20/610] learning_rate: 0.035397 loss_vfl: 0.766679 loss_bbox: 0.254809 loss_dfl: 0.179975 loss: 1.192636 eta: 22:23:57 batch_cost: 2.0027 data_cost: 0.0011 ips: 23.9672 images/s [10/26 15:47:25] ppdet.engine INFO: Epoch: [233] [ 40/610] learning_rate: 0.035364 loss_vfl: 0.746916 loss_bbox: 0.277436 loss_dfl: 0.184991 loss: 1.206915 eta: 22:23:18 batch_cost: 2.0528 data_cost: 0.0010 ips: 23.3826 images/s [10/26 15:48:08] ppdet.engine INFO: Epoch: [233] [ 60/610] learning_rate: 0.035331 loss_vfl: 0.741781 loss_bbox: 0.265188 loss_dfl: 0.184107 loss: 1.183894 eta: 22:22:38 batch_cost: 1.9304 data_cost: 0.0011 ips: 24.8655 images/s [10/26 15:48:52] ppdet.engine INFO: Epoch: [233] [ 80/610] learning_rate: 0.035298 loss_vfl: 0.754012 loss_bbox: 0.276134 loss_dfl: 0.187473 loss: 1.223527 eta: 22:21:59 batch_cost: 1.9996 data_cost: 0.0011 ips: 24.0046 images/s [10/26 15:49:36] ppdet.engine INFO: Epoch: [233] [100/610] learning_rate: 0.035265 loss_vfl: 0.745081 loss_bbox: 0.259800 loss_dfl: 0.178428 loss: 1.183117 eta: 22:21:19 batch_cost: 1.9829 data_cost: 0.0013 ips: 24.2071 images/s [10/26 15:50:21] ppdet.engine INFO: Epoch: [233] [120/610] learning_rate: 0.035231 loss_vfl: 0.748571 loss_bbox: 0.251244 loss_dfl: 0.174090 loss: 1.186615 eta: 22:20:40 batch_cost: 2.0030 data_cost: 0.0010 ips: 23.9637 images/s [10/26 15:51:05] ppdet.engine INFO: Epoch: [233] [140/610] learning_rate: 0.035198 loss_vfl: 0.756369 loss_bbox: 0.253218 loss_dfl: 0.184585 loss: 1.188968 eta: 22:20:00 batch_cost: 1.9652 data_cost: 0.0010 ips: 24.4254 images/s [10/26 15:51:50] ppdet.engine INFO: Epoch: [233] [160/610] learning_rate: 0.035165 loss_vfl: 0.754826 loss_bbox: 0.253660 loss_dfl: 0.175720 loss: 1.172720 eta: 22:19:21 batch_cost: 2.0234 data_cost: 0.0010 ips: 23.7224 images/s [10/26 15:52:34] ppdet.engine INFO: Epoch: [233] [180/610] learning_rate: 0.035132 loss_vfl: 0.754597 loss_bbox: 0.267208 loss_dfl: 0.178452 loss: 1.195706 eta: 22:18:42 batch_cost: 1.9977 data_cost: 0.0011 ips: 24.0279 images/s [10/26 15:53:19] ppdet.engine INFO: Epoch: [233] [200/610] learning_rate: 0.035099 loss_vfl: 0.734408 loss_bbox: 0.262912 loss_dfl: 0.181829 loss: 1.190268 eta: 22:18:03 batch_cost: 2.0387 data_cost: 0.0010 ips: 23.5439 images/s [10/26 15:54:03] ppdet.engine INFO: Epoch: [233] [220/610] learning_rate: 0.035066 loss_vfl: 0.749342 loss_bbox: 0.251165 loss_dfl: 0.180215 loss: 1.178843 eta: 22:17:23 batch_cost: 1.9871 data_cost: 0.0010 ips: 24.1553 images/s [10/26 15:54:47] ppdet.engine INFO: Epoch: [233] [240/610] learning_rate: 0.035033 loss_vfl: 0.759658 loss_bbox: 0.289278 loss_dfl: 0.190045 loss: 1.242636 eta: 22:16:44 batch_cost: 2.0293 data_cost: 0.0011 ips: 23.6530 images/s [10/26 15:55:32] ppdet.engine INFO: Epoch: [233] [260/610] learning_rate: 0.035000 loss_vfl: 0.750820 loss_bbox: 0.249575 loss_dfl: 0.185964 loss: 1.190203 eta: 22:16:05 batch_cost: 2.0052 data_cost: 0.0010 ips: 23.9378 images/s [10/26 15:56:15] ppdet.engine INFO: Epoch: [233] [280/610] learning_rate: 0.034967 loss_vfl: 0.747678 loss_bbox: 0.273065 loss_dfl: 0.181811 loss: 1.183756 eta: 22:15:25 batch_cost: 1.9516 data_cost: 0.0010 ips: 24.5953 images/s [10/26 15:56:58] ppdet.engine INFO: Epoch: [233] [300/610] learning_rate: 0.034933 loss_vfl: 0.754499 loss_bbox: 0.273404 loss_dfl: 0.178680 loss: 1.183849 eta: 22:14:46 batch_cost: 1.9588 data_cost: 0.0010 ips: 24.5043 images/s [10/26 15:57:42] ppdet.engine INFO: Epoch: [233] [320/610] learning_rate: 0.034900 loss_vfl: 0.736287 loss_bbox: 0.263078 loss_dfl: 0.185932 loss: 1.205599 eta: 22:14:06 batch_cost: 1.9869 data_cost: 0.0010 ips: 24.1584 images/s [10/26 15:58:26] ppdet.engine INFO: Epoch: [233] [340/610] learning_rate: 0.034867 loss_vfl: 0.760660 loss_bbox: 0.284755 loss_dfl: 0.190725 loss: 1.215541 eta: 22:13:27 batch_cost: 1.9441 data_cost: 0.0010 ips: 24.6897 images/s [10/26 15:59:09] ppdet.engine INFO: Epoch: [233] [360/610] learning_rate: 0.034834 loss_vfl: 0.751295 loss_bbox: 0.264143 loss_dfl: 0.186709 loss: 1.207132 eta: 22:12:47 batch_cost: 1.9545 data_cost: 0.0010 ips: 24.5587 images/s [10/26 15:59:53] ppdet.engine INFO: Epoch: [233] [380/610] learning_rate: 0.034801 loss_vfl: 0.771995 loss_bbox: 0.247289 loss_dfl: 0.175574 loss: 1.201549 eta: 22:12:07 batch_cost: 1.9817 data_cost: 0.0010 ips: 24.2222 images/s [10/26 16:00:36] ppdet.engine INFO: Epoch: [233] [400/610] learning_rate: 0.034768 loss_vfl: 0.741143 loss_bbox: 0.257820 loss_dfl: 0.182358 loss: 1.186887 eta: 22:11:28 batch_cost: 1.9708 data_cost: 0.0010 ips: 24.3558 images/s [10/26 16:01:19] ppdet.engine INFO: Epoch: [233] [420/610] learning_rate: 0.034735 loss_vfl: 0.755846 loss_bbox: 0.257545 loss_dfl: 0.171082 loss: 1.191441 eta: 22:10:48 batch_cost: 1.9559 data_cost: 0.0010 ips: 24.5409 images/s [10/26 16:02:03] ppdet.engine INFO: Epoch: [233] [440/610] learning_rate: 0.034703 loss_vfl: 0.756096 loss_bbox: 0.266697 loss_dfl: 0.183361 loss: 1.226575 eta: 22:10:09 batch_cost: 2.0278 data_cost: 0.0010 ips: 23.6704 images/s [10/26 16:02:48] ppdet.engine INFO: Epoch: [233] [460/610] learning_rate: 0.034670 loss_vfl: 0.749788 loss_bbox: 0.260122 loss_dfl: 0.176402 loss: 1.189330 eta: 22:09:30 batch_cost: 2.0127 data_cost: 0.0010 ips: 23.8491 images/s [10/26 16:03:31] ppdet.engine INFO: Epoch: [233] [480/610] learning_rate: 0.034637 loss_vfl: 0.754617 loss_bbox: 0.270776 loss_dfl: 0.180060 loss: 1.189286 eta: 22:08:50 batch_cost: 1.9397 data_cost: 0.0010 ips: 24.7462 images/s [10/26 16:04:15] ppdet.engine INFO: Epoch: [233] [500/610] learning_rate: 0.034604 loss_vfl: 0.744513 loss_bbox: 0.254075 loss_dfl: 0.177270 loss: 1.204575 eta: 22:08:11 batch_cost: 1.9638 data_cost: 0.0010 ips: 24.4425 images/s [10/26 16:04:59] ppdet.engine INFO: Epoch: [233] [520/610] learning_rate: 0.034571 loss_vfl: 0.747904 loss_bbox: 0.262346 loss_dfl: 0.179149 loss: 1.201582 eta: 22:07:32 batch_cost: 2.0212 data_cost: 0.0011 ips: 23.7485 images/s [10/26 16:05:44] ppdet.engine INFO: Epoch: [233] [540/610] learning_rate: 0.034538 loss_vfl: 0.751330 loss_bbox: 0.274739 loss_dfl: 0.180043 loss: 1.201479 eta: 22:06:52 batch_cost: 2.0193 data_cost: 0.0015 ips: 23.7702 images/s [10/26 16:06:28] ppdet.engine INFO: Epoch: [233] [560/610] learning_rate: 0.034505 loss_vfl: 0.740555 loss_bbox: 0.280134 loss_dfl: 0.188334 loss: 1.209970 eta: 22:06:13 batch_cost: 1.9847 data_cost: 0.0010 ips: 24.1856 images/s [10/26 16:07:11] ppdet.engine INFO: Epoch: [233] [580/610] learning_rate: 0.034472 loss_vfl: 0.747466 loss_bbox: 0.278609 loss_dfl: 0.183839 loss: 1.198079 eta: 22:05:33 batch_cost: 1.9717 data_cost: 0.0010 ips: 24.3449 images/s [10/26 16:07:52] ppdet.engine INFO: Epoch: [233] [600/610] learning_rate: 0.034439 loss_vfl: 0.754936 loss_bbox: 0.281245 loss_dfl: 0.185305 loss: 1.220072 eta: 22:04:53 batch_cost: 1.8529 data_cost: 0.0011 ips: 25.9059 images/s [10/26 16:08:23] ppdet.engine INFO: Epoch: [234] [ 0/610] learning_rate: 0.034423 loss_vfl: 0.755864 loss_bbox: 0.273936 loss_dfl: 0.185472 loss: 1.199624 eta: 22:04:35 batch_cost: 2.2257 data_cost: 0.1628 ips: 21.5658 images/s [10/26 16:09:10] ppdet.engine INFO: Epoch: [234] [ 20/610] learning_rate: 0.034390 loss_vfl: 0.738396 loss_bbox: 0.265878 loss_dfl: 0.180152 loss: 1.190717 eta: 22:03:57 batch_cost: 2.1092 data_cost: 0.0012 ips: 22.7572 images/s [10/26 16:09:56] ppdet.engine INFO: Epoch: [234] [ 40/610] learning_rate: 0.034357 loss_vfl: 0.730630 loss_bbox: 0.294467 loss_dfl: 0.186443 loss: 1.231739 eta: 22:03:18 batch_cost: 2.0764 data_cost: 0.0012 ips: 23.1173 images/s [10/26 16:10:40] ppdet.engine INFO: Epoch: [234] [ 60/610] learning_rate: 0.034325 loss_vfl: 0.739711 loss_bbox: 0.283071 loss_dfl: 0.181197 loss: 1.186587 eta: 22:02:38 batch_cost: 1.9629 data_cost: 0.0011 ips: 24.4531 images/s [10/26 16:11:24] ppdet.engine INFO: Epoch: [234] [ 80/610] learning_rate: 0.034292 loss_vfl: 0.740914 loss_bbox: 0.281821 loss_dfl: 0.188677 loss: 1.205855 eta: 22:01:59 batch_cost: 1.9982 data_cost: 0.0010 ips: 24.0220 images/s [10/26 16:12:08] ppdet.engine INFO: Epoch: [234] [100/610] learning_rate: 0.034259 loss_vfl: 0.726214 loss_bbox: 0.269195 loss_dfl: 0.187743 loss: 1.181997 eta: 22:01:19 batch_cost: 1.9819 data_cost: 0.0011 ips: 24.2195 images/s [10/26 16:12:52] ppdet.engine INFO: Epoch: [234] [120/610] learning_rate: 0.034226 loss_vfl: 0.753539 loss_bbox: 0.264394 loss_dfl: 0.179173 loss: 1.203255 eta: 22:00:40 batch_cost: 1.9849 data_cost: 0.0011 ips: 24.1821 images/s [10/26 16:13:35] ppdet.engine INFO: Epoch: [234] [140/610] learning_rate: 0.034194 loss_vfl: 0.746980 loss_bbox: 0.267446 loss_dfl: 0.180362 loss: 1.199589 eta: 22:00:00 batch_cost: 1.9548 data_cost: 0.0010 ips: 24.5545 images/s [10/26 16:14:20] ppdet.engine INFO: Epoch: [234] [160/610] learning_rate: 0.034161 loss_vfl: 0.746844 loss_bbox: 0.248673 loss_dfl: 0.179730 loss: 1.152827 eta: 21:59:21 batch_cost: 2.0223 data_cost: 0.0011 ips: 23.7357 images/s [10/26 16:15:04] ppdet.engine INFO: Epoch: [234] [180/610] learning_rate: 0.034128 loss_vfl: 0.747639 loss_bbox: 0.269406 loss_dfl: 0.186690 loss: 1.220820 eta: 21:58:42 batch_cost: 1.9666 data_cost: 0.0011 ips: 24.4078 images/s [10/26 16:15:48] ppdet.engine INFO: Epoch: [234] [200/610] learning_rate: 0.034095 loss_vfl: 0.749906 loss_bbox: 0.289611 loss_dfl: 0.189163 loss: 1.227979 eta: 21:58:02 batch_cost: 1.9613 data_cost: 0.0010 ips: 24.4740 images/s [10/26 16:16:33] ppdet.engine INFO: Epoch: [234] [220/610] learning_rate: 0.034063 loss_vfl: 0.751424 loss_bbox: 0.274256 loss_dfl: 0.189255 loss: 1.230940 eta: 21:57:23 batch_cost: 2.0329 data_cost: 0.0010 ips: 23.6115 images/s [10/26 16:17:18] ppdet.engine INFO: Epoch: [234] [240/610] learning_rate: 0.034030 loss_vfl: 0.755654 loss_bbox: 0.291612 loss_dfl: 0.190697 loss: 1.223774 eta: 21:56:44 batch_cost: 2.0535 data_cost: 0.0010 ips: 23.3748 images/s [10/26 16:18:02] ppdet.engine INFO: Epoch: [234] [260/610] learning_rate: 0.033997 loss_vfl: 0.779512 loss_bbox: 0.274547 loss_dfl: 0.185337 loss: 1.233350 eta: 21:56:05 batch_cost: 1.9965 data_cost: 0.0010 ips: 24.0421 images/s [10/26 16:18:47] ppdet.engine INFO: Epoch: [234] [280/610] learning_rate: 0.033965 loss_vfl: 0.767102 loss_bbox: 0.276765 loss_dfl: 0.183839 loss: 1.228240 eta: 21:55:25 batch_cost: 2.0019 data_cost: 0.0011 ips: 23.9773 images/s [10/26 16:19:30] ppdet.engine INFO: Epoch: [234] [300/610] learning_rate: 0.033932 loss_vfl: 0.745073 loss_bbox: 0.263828 loss_dfl: 0.186390 loss: 1.199567 eta: 21:54:46 batch_cost: 1.9462 data_cost: 0.0011 ips: 24.6628 images/s [10/26 16:20:14] ppdet.engine INFO: Epoch: [234] [320/610] learning_rate: 0.033900 loss_vfl: 0.738247 loss_bbox: 0.262253 loss_dfl: 0.177139 loss: 1.192630 eta: 21:54:06 batch_cost: 1.9803 data_cost: 0.0010 ips: 24.2391 images/s [10/26 16:20:58] ppdet.engine INFO: Epoch: [234] [340/610] learning_rate: 0.033867 loss_vfl: 0.748816 loss_bbox: 0.249719 loss_dfl: 0.178220 loss: 1.195099 eta: 21:53:27 batch_cost: 1.9890 data_cost: 0.0062 ips: 24.1328 images/s [10/26 16:21:42] ppdet.engine INFO: Epoch: [234] [360/610] learning_rate: 0.033834 loss_vfl: 0.756146 loss_bbox: 0.273468 loss_dfl: 0.185969 loss: 1.215478 eta: 21:52:47 batch_cost: 1.9729 data_cost: 0.0011 ips: 24.3300 images/s [10/26 16:22:26] ppdet.engine INFO: Epoch: [234] [380/610] learning_rate: 0.033802 loss_vfl: 0.741477 loss_bbox: 0.270482 loss_dfl: 0.188114 loss: 1.177433 eta: 21:52:08 batch_cost: 2.0080 data_cost: 0.0011 ips: 23.9048 images/s [10/26 16:23:11] ppdet.engine INFO: Epoch: [234] [400/610] learning_rate: 0.033769 loss_vfl: 0.734287 loss_bbox: 0.255059 loss_dfl: 0.174179 loss: 1.199764 eta: 21:51:29 batch_cost: 1.9864 data_cost: 0.0011 ips: 24.1639 images/s [10/26 16:23:55] ppdet.engine INFO: Epoch: [234] [420/610] learning_rate: 0.033737 loss_vfl: 0.742384 loss_bbox: 0.257938 loss_dfl: 0.178839 loss: 1.183850 eta: 21:50:49 batch_cost: 1.9579 data_cost: 0.0010 ips: 24.5162 images/s [10/26 16:24:38] ppdet.engine INFO: Epoch: [234] [440/610] learning_rate: 0.033704 loss_vfl: 0.754240 loss_bbox: 0.275717 loss_dfl: 0.184409 loss: 1.217597 eta: 21:50:09 batch_cost: 1.9637 data_cost: 0.0010 ips: 24.4433 images/s [10/26 16:25:23] ppdet.engine INFO: Epoch: [234] [460/610] learning_rate: 0.033672 loss_vfl: 0.759251 loss_bbox: 0.250537 loss_dfl: 0.180039 loss: 1.188610 eta: 21:49:30 batch_cost: 1.9924 data_cost: 0.0010 ips: 24.0916 images/s [10/26 16:26:06] ppdet.engine INFO: Epoch: [234] [480/610] learning_rate: 0.033639 loss_vfl: 0.750331 loss_bbox: 0.263328 loss_dfl: 0.186806 loss: 1.199270 eta: 21:48:51 batch_cost: 1.9655 data_cost: 0.0046 ips: 24.4217 images/s [10/26 16:26:50] ppdet.engine INFO: Epoch: [234] [500/610] learning_rate: 0.033607 loss_vfl: 0.744817 loss_bbox: 0.273467 loss_dfl: 0.188651 loss: 1.210902 eta: 21:48:11 batch_cost: 1.9648 data_cost: 0.0010 ips: 24.4304 images/s [10/26 16:27:34] ppdet.engine INFO: Epoch: [234] [520/610] learning_rate: 0.033574 loss_vfl: 0.754675 loss_bbox: 0.256316 loss_dfl: 0.185526 loss: 1.196021 eta: 21:47:32 batch_cost: 1.9935 data_cost: 0.0043 ips: 24.0777 images/s [10/26 16:28:17] ppdet.engine INFO: Epoch: [234] [540/610] learning_rate: 0.033542 loss_vfl: 0.771205 loss_bbox: 0.272634 loss_dfl: 0.187342 loss: 1.243898 eta: 21:46:52 batch_cost: 1.9353 data_cost: 0.0010 ips: 24.8018 images/s [10/26 16:29:01] ppdet.engine INFO: Epoch: [234] [560/610] learning_rate: 0.033509 loss_vfl: 0.762726 loss_bbox: 0.277904 loss_dfl: 0.189755 loss: 1.236765 eta: 21:46:13 batch_cost: 2.0095 data_cost: 0.0010 ips: 23.8867 images/s [10/26 16:29:46] ppdet.engine INFO: Epoch: [234] [580/610] learning_rate: 0.033477 loss_vfl: 0.746653 loss_bbox: 0.266575 loss_dfl: 0.181924 loss: 1.185007 eta: 21:45:33 batch_cost: 2.0291 data_cost: 0.0010 ips: 23.6564 images/s [10/26 16:30:28] ppdet.engine INFO: Epoch: [234] [600/610] learning_rate: 0.033444 loss_vfl: 0.740796 loss_bbox: 0.275853 loss_dfl: 0.180743 loss: 1.208299 eta: 21:44:54 batch_cost: 1.9054 data_cost: 0.0011 ips: 25.1912 images/s [10/26 16:31:00] ppdet.engine INFO: Epoch: [235] [ 0/610] learning_rate: 0.033428 loss_vfl: 0.738266 loss_bbox: 0.274505 loss_dfl: 0.188516 loss: 1.214986 eta: 21:44:36 batch_cost: 2.3090 data_cost: 0.1874 ips: 20.7884 images/s [10/26 16:31:47] ppdet.engine INFO: Epoch: [235] [ 20/610] learning_rate: 0.033396 loss_vfl: 0.744579 loss_bbox: 0.267403 loss_dfl: 0.185784 loss: 1.196305 eta: 21:43:57 batch_cost: 2.1243 data_cost: 0.0012 ips: 22.5956 images/s [10/26 16:32:32] ppdet.engine INFO: Epoch: [235] [ 40/610] learning_rate: 0.033363 loss_vfl: 0.743102 loss_bbox: 0.240750 loss_dfl: 0.172869 loss: 1.162062 eta: 21:43:18 batch_cost: 2.0159 data_cost: 0.0012 ips: 23.8109 images/s [10/26 16:33:16] ppdet.engine INFO: Epoch: [235] [ 60/610] learning_rate: 0.033331 loss_vfl: 0.742194 loss_bbox: 0.263137 loss_dfl: 0.175842 loss: 1.185510 eta: 21:42:39 batch_cost: 1.9897 data_cost: 0.0010 ips: 24.1248 images/s [10/26 16:34:00] ppdet.engine INFO: Epoch: [235] [ 80/610] learning_rate: 0.033299 loss_vfl: 0.742090 loss_bbox: 0.263267 loss_dfl: 0.186065 loss: 1.178753 eta: 21:41:59 batch_cost: 2.0291 data_cost: 0.0010 ips: 23.6564 images/s [10/26 16:34:45] ppdet.engine INFO: Epoch: [235] [100/610] learning_rate: 0.033266 loss_vfl: 0.757253 loss_bbox: 0.260279 loss_dfl: 0.175199 loss: 1.192047 eta: 21:41:20 batch_cost: 2.0229 data_cost: 0.0011 ips: 23.7288 images/s [10/26 16:35:28] ppdet.engine INFO: Epoch: [235] [120/610] learning_rate: 0.033234 loss_vfl: 0.739467 loss_bbox: 0.255997 loss_dfl: 0.171319 loss: 1.164006 eta: 21:40:41 batch_cost: 1.9420 data_cost: 0.0010 ips: 24.7165 images/s [10/26 16:36:13] ppdet.engine INFO: Epoch: [235] [140/610] learning_rate: 0.033202 loss_vfl: 0.750777 loss_bbox: 0.251677 loss_dfl: 0.174330 loss: 1.167020 eta: 21:40:02 batch_cost: 2.0607 data_cost: 0.0010 ips: 23.2935 images/s [10/26 16:36:56] ppdet.engine INFO: Epoch: [235] [160/610] learning_rate: 0.033169 loss_vfl: 0.751278 loss_bbox: 0.263283 loss_dfl: 0.182282 loss: 1.191568 eta: 21:39:22 batch_cost: 1.9734 data_cost: 0.0010 ips: 24.3234 images/s [10/26 16:37:41] ppdet.engine INFO: Epoch: [235] [180/610] learning_rate: 0.033137 loss_vfl: 0.761247 loss_bbox: 0.274931 loss_dfl: 0.182845 loss: 1.193945 eta: 21:38:43 batch_cost: 2.0042 data_cost: 0.0010 ips: 23.9494 images/s [10/26 16:38:24] ppdet.engine INFO: Epoch: [235] [200/610] learning_rate: 0.033105 loss_vfl: 0.748453 loss_bbox: 0.264547 loss_dfl: 0.180821 loss: 1.197003 eta: 21:38:03 batch_cost: 1.9488 data_cost: 0.0011 ips: 24.6312 images/s [10/26 16:39:09] ppdet.engine INFO: Epoch: [235] [220/610] learning_rate: 0.033072 loss_vfl: 0.744216 loss_bbox: 0.268345 loss_dfl: 0.185308 loss: 1.213213 eta: 21:37:24 batch_cost: 2.0568 data_cost: 0.0010 ips: 23.3374 images/s [10/26 16:39:53] ppdet.engine INFO: Epoch: [235] [240/610] learning_rate: 0.033040 loss_vfl: 0.759421 loss_bbox: 0.275915 loss_dfl: 0.182591 loss: 1.217566 eta: 21:36:45 batch_cost: 1.9914 data_cost: 0.0019 ips: 24.1034 images/s [10/26 16:40:37] ppdet.engine INFO: Epoch: [235] [260/610] learning_rate: 0.033008 loss_vfl: 0.748300 loss_bbox: 0.253995 loss_dfl: 0.179227 loss: 1.177586 eta: 21:36:05 batch_cost: 1.9598 data_cost: 0.0011 ips: 24.4929 images/s [10/26 16:41:21] ppdet.engine INFO: Epoch: [235] [280/610] learning_rate: 0.032976 loss_vfl: 0.741357 loss_bbox: 0.249191 loss_dfl: 0.171355 loss: 1.152202 eta: 21:35:26 batch_cost: 2.0324 data_cost: 0.0011 ips: 23.6180 images/s [10/26 16:42:05] ppdet.engine INFO: Epoch: [235] [300/610] learning_rate: 0.032943 loss_vfl: 0.748271 loss_bbox: 0.263956 loss_dfl: 0.172452 loss: 1.200105 eta: 21:34:47 batch_cost: 1.9715 data_cost: 0.0011 ips: 24.3472 images/s [10/26 16:42:49] ppdet.engine INFO: Epoch: [235] [320/610] learning_rate: 0.032911 loss_vfl: 0.758868 loss_bbox: 0.241036 loss_dfl: 0.174003 loss: 1.185278 eta: 21:34:07 batch_cost: 1.9958 data_cost: 0.0011 ips: 24.0504 images/s [10/26 16:43:32] ppdet.engine INFO: Epoch: [235] [340/610] learning_rate: 0.032879 loss_vfl: 0.762265 loss_bbox: 0.266735 loss_dfl: 0.174099 loss: 1.216805 eta: 21:33:28 batch_cost: 1.9694 data_cost: 0.0010 ips: 24.3727 images/s [10/26 16:44:15] ppdet.engine INFO: Epoch: [235] [360/610] learning_rate: 0.032847 loss_vfl: 0.740042 loss_bbox: 0.260676 loss_dfl: 0.180402 loss: 1.190802 eta: 21:32:48 batch_cost: 1.9591 data_cost: 0.0011 ips: 24.5008 images/s [10/26 16:44:58] ppdet.engine INFO: Epoch: [235] [380/610] learning_rate: 0.032815 loss_vfl: 0.739459 loss_bbox: 0.268150 loss_dfl: 0.181658 loss: 1.201067 eta: 21:32:08 batch_cost: 1.9456 data_cost: 0.0010 ips: 24.6705 images/s [10/26 16:45:42] ppdet.engine INFO: Epoch: [235] [400/610] learning_rate: 0.032783 loss_vfl: 0.746809 loss_bbox: 0.270513 loss_dfl: 0.183462 loss: 1.217692 eta: 21:31:29 batch_cost: 1.9901 data_cost: 0.0010 ips: 24.1194 images/s [10/26 16:46:27] ppdet.engine INFO: Epoch: [235] [420/610] learning_rate: 0.032751 loss_vfl: 0.757653 loss_bbox: 0.266468 loss_dfl: 0.190167 loss: 1.201914 eta: 21:30:50 batch_cost: 2.0467 data_cost: 0.0011 ips: 23.4519 images/s [10/26 16:47:10] ppdet.engine INFO: Epoch: [235] [440/610] learning_rate: 0.032718 loss_vfl: 0.766774 loss_bbox: 0.282565 loss_dfl: 0.191695 loss: 1.211131 eta: 21:30:10 batch_cost: 1.9311 data_cost: 0.0010 ips: 24.8569 images/s [10/26 16:47:54] ppdet.engine INFO: Epoch: [235] [460/610] learning_rate: 0.032686 loss_vfl: 0.755306 loss_bbox: 0.266449 loss_dfl: 0.184268 loss: 1.214639 eta: 21:29:31 batch_cost: 2.0007 data_cost: 0.0010 ips: 23.9915 images/s [10/26 16:48:38] ppdet.engine INFO: Epoch: [235] [480/610] learning_rate: 0.032654 loss_vfl: 0.762093 loss_bbox: 0.252039 loss_dfl: 0.177841 loss: 1.172385 eta: 21:28:51 batch_cost: 1.9845 data_cost: 0.0017 ips: 24.1871 images/s [10/26 16:49:23] ppdet.engine INFO: Epoch: [235] [500/610] learning_rate: 0.032622 loss_vfl: 0.732242 loss_bbox: 0.271578 loss_dfl: 0.183600 loss: 1.183253 eta: 21:28:12 batch_cost: 1.9798 data_cost: 0.0010 ips: 24.2450 images/s [10/26 16:50:07] ppdet.engine INFO: Epoch: [235] [520/610] learning_rate: 0.032590 loss_vfl: 0.757101 loss_bbox: 0.259077 loss_dfl: 0.184341 loss: 1.197206 eta: 21:27:33 batch_cost: 1.9982 data_cost: 0.0011 ips: 24.0218 images/s [10/26 16:50:50] ppdet.engine INFO: Epoch: [235] [540/610] learning_rate: 0.032558 loss_vfl: 0.754075 loss_bbox: 0.282064 loss_dfl: 0.184154 loss: 1.205489 eta: 21:26:53 batch_cost: 1.9672 data_cost: 0.0011 ips: 24.4002 images/s [10/26 16:51:34] ppdet.engine INFO: Epoch: [235] [560/610] learning_rate: 0.032526 loss_vfl: 0.751328 loss_bbox: 0.259833 loss_dfl: 0.183473 loss: 1.205468 eta: 21:26:14 batch_cost: 1.9526 data_cost: 0.0011 ips: 24.5826 images/s [10/26 16:52:17] ppdet.engine INFO: Epoch: [235] [580/610] learning_rate: 0.032494 loss_vfl: 0.754587 loss_bbox: 0.273432 loss_dfl: 0.188598 loss: 1.229029 eta: 21:25:34 batch_cost: 1.9144 data_cost: 0.0011 ips: 25.0732 images/s [10/26 16:52:59] ppdet.engine INFO: Epoch: [235] [600/610] learning_rate: 0.032462 loss_vfl: 0.768434 loss_bbox: 0.271952 loss_dfl: 0.181343 loss: 1.192682 eta: 21:24:54 batch_cost: 1.9010 data_cost: 0.0011 ips: 25.2496 images/s [10/26 16:53:32] ppdet.engine INFO: Epoch: [236] [ 0/610] learning_rate: 0.032446 loss_vfl: 0.758434 loss_bbox: 0.264854 loss_dfl: 0.181662 loss: 1.202788 eta: 21:24:37 batch_cost: 2.3628 data_cost: 0.2599 ips: 20.3151 images/s [10/26 16:54:17] ppdet.engine INFO: Epoch: [236] [ 20/610] learning_rate: 0.032414 loss_vfl: 0.737155 loss_bbox: 0.263768 loss_dfl: 0.181232 loss: 1.193807 eta: 21:23:57 batch_cost: 2.0404 data_cost: 0.0011 ips: 23.5245 images/s [10/26 16:55:00] ppdet.engine INFO: Epoch: [236] [ 40/610] learning_rate: 0.032382 loss_vfl: 0.736787 loss_bbox: 0.258963 loss_dfl: 0.184927 loss: 1.179170 eta: 21:23:18 batch_cost: 1.9387 data_cost: 0.0010 ips: 24.7585 images/s [10/26 16:55:43] ppdet.engine INFO: Epoch: [236] [ 60/610] learning_rate: 0.032350 loss_vfl: 0.729885 loss_bbox: 0.274020 loss_dfl: 0.185232 loss: 1.201156 eta: 21:22:38 batch_cost: 1.9080 data_cost: 0.0011 ips: 25.1571 images/s [10/26 16:56:25] ppdet.engine INFO: Epoch: [236] [ 80/610] learning_rate: 0.032318 loss_vfl: 0.726244 loss_bbox: 0.269118 loss_dfl: 0.177972 loss: 1.191152 eta: 21:21:58 batch_cost: 1.8602 data_cost: 0.0011 ips: 25.8033 images/s [10/26 16:57:09] ppdet.engine INFO: Epoch: [236] [100/610] learning_rate: 0.032286 loss_vfl: 0.732168 loss_bbox: 0.250089 loss_dfl: 0.177237 loss: 1.160888 eta: 21:21:18 batch_cost: 1.9745 data_cost: 0.0011 ips: 24.3098 images/s [10/26 16:57:53] ppdet.engine INFO: Epoch: [236] [120/610] learning_rate: 0.032254 loss_vfl: 0.745691 loss_bbox: 0.245735 loss_dfl: 0.181959 loss: 1.161216 eta: 21:20:39 batch_cost: 2.0242 data_cost: 0.0011 ips: 23.7137 images/s [10/26 16:58:38] ppdet.engine INFO: Epoch: [236] [140/610] learning_rate: 0.032222 loss_vfl: 0.754371 loss_bbox: 0.269915 loss_dfl: 0.183130 loss: 1.192147 eta: 21:20:00 batch_cost: 2.0656 data_cost: 0.0010 ips: 23.2383 images/s [10/26 16:59:23] ppdet.engine INFO: Epoch: [236] [160/610] learning_rate: 0.032191 loss_vfl: 0.753944 loss_bbox: 0.259825 loss_dfl: 0.184015 loss: 1.206140 eta: 21:19:21 batch_cost: 2.0360 data_cost: 0.0010 ips: 23.5754 images/s [10/26 17:00:06] ppdet.engine INFO: Epoch: [236] [180/610] learning_rate: 0.032159 loss_vfl: 0.744977 loss_bbox: 0.258292 loss_dfl: 0.181870 loss: 1.180225 eta: 21:18:41 batch_cost: 1.9597 data_cost: 0.0011 ips: 24.4934 images/s [10/26 17:00:50] ppdet.engine INFO: Epoch: [236] [200/610] learning_rate: 0.032127 loss_vfl: 0.733507 loss_bbox: 0.249329 loss_dfl: 0.175768 loss: 1.190030 eta: 21:18:02 batch_cost: 2.0129 data_cost: 0.0011 ips: 23.8460 images/s [10/26 17:01:34] ppdet.engine INFO: Epoch: [236] [220/610] learning_rate: 0.032095 loss_vfl: 0.760227 loss_bbox: 0.267139 loss_dfl: 0.188637 loss: 1.197053 eta: 21:17:23 batch_cost: 1.9956 data_cost: 0.0011 ips: 24.0534 images/s [10/26 17:02:19] ppdet.engine INFO: Epoch: [236] [240/610] learning_rate: 0.032063 loss_vfl: 0.759519 loss_bbox: 0.259287 loss_dfl: 0.180767 loss: 1.199638 eta: 21:16:43 batch_cost: 2.0079 data_cost: 0.0010 ips: 23.9055 images/s [10/26 17:03:03] ppdet.engine INFO: Epoch: [236] [260/610] learning_rate: 0.032031 loss_vfl: 0.750059 loss_bbox: 0.272466 loss_dfl: 0.182818 loss: 1.199790 eta: 21:16:04 batch_cost: 1.9945 data_cost: 0.0011 ips: 24.0660 images/s [10/26 17:03:47] ppdet.engine INFO: Epoch: [236] [280/610] learning_rate: 0.031999 loss_vfl: 0.747868 loss_bbox: 0.265118 loss_dfl: 0.181663 loss: 1.207863 eta: 21:15:25 batch_cost: 1.9795 data_cost: 0.0011 ips: 24.2487 images/s [10/26 17:04:30] ppdet.engine INFO: Epoch: [236] [300/610] learning_rate: 0.031968 loss_vfl: 0.771064 loss_bbox: 0.294142 loss_dfl: 0.193273 loss: 1.242594 eta: 21:14:45 batch_cost: 2.0042 data_cost: 0.0011 ips: 23.9499 images/s [10/26 17:05:15] ppdet.engine INFO: Epoch: [236] [320/610] learning_rate: 0.031936 loss_vfl: 0.748741 loss_bbox: 0.255604 loss_dfl: 0.171558 loss: 1.190609 eta: 21:14:06 batch_cost: 2.0029 data_cost: 0.0011 ips: 23.9653 images/s [10/26 17:05:59] ppdet.engine INFO: Epoch: [236] [340/610] learning_rate: 0.031904 loss_vfl: 0.734682 loss_bbox: 0.243188 loss_dfl: 0.175674 loss: 1.169159 eta: 21:13:27 batch_cost: 2.0268 data_cost: 0.0011 ips: 23.6829 images/s [10/26 17:06:43] ppdet.engine INFO: Epoch: [236] [360/610] learning_rate: 0.031872 loss_vfl: 0.734415 loss_bbox: 0.261228 loss_dfl: 0.182169 loss: 1.185463 eta: 21:12:47 batch_cost: 1.9710 data_cost: 0.0012 ips: 24.3535 images/s [10/26 17:07:27] ppdet.engine INFO: Epoch: [236] [380/610] learning_rate: 0.031841 loss_vfl: 0.767263 loss_bbox: 0.284156 loss_dfl: 0.184464 loss: 1.220114 eta: 21:12:08 batch_cost: 1.9960 data_cost: 0.0011 ips: 24.0477 images/s [10/26 17:08:12] ppdet.engine INFO: Epoch: [236] [400/610] learning_rate: 0.031809 loss_vfl: 0.772200 loss_bbox: 0.262925 loss_dfl: 0.179731 loss: 1.196140 eta: 21:11:29 batch_cost: 2.0140 data_cost: 0.0011 ips: 23.8337 images/s [10/26 17:08:55] ppdet.engine INFO: Epoch: [236] [420/610] learning_rate: 0.031777 loss_vfl: 0.759323 loss_bbox: 0.254701 loss_dfl: 0.169451 loss: 1.191209 eta: 21:10:49 batch_cost: 1.9972 data_cost: 0.0010 ips: 24.0331 images/s [10/26 17:09:39] ppdet.engine INFO: Epoch: [236] [440/610] learning_rate: 0.031746 loss_vfl: 0.738192 loss_bbox: 0.269622 loss_dfl: 0.186180 loss: 1.201023 eta: 21:10:10 batch_cost: 1.9704 data_cost: 0.0010 ips: 24.3607 images/s [10/26 17:10:22] ppdet.engine INFO: Epoch: [236] [460/610] learning_rate: 0.031714 loss_vfl: 0.749562 loss_bbox: 0.236051 loss_dfl: 0.168665 loss: 1.153209 eta: 21:09:30 batch_cost: 1.9758 data_cost: 0.0010 ips: 24.2935 images/s [10/26 17:11:06] ppdet.engine INFO: Epoch: [236] [480/610] learning_rate: 0.031682 loss_vfl: 0.756010 loss_bbox: 0.270693 loss_dfl: 0.184006 loss: 1.206161 eta: 21:08:51 batch_cost: 1.9438 data_cost: 0.0010 ips: 24.6940 images/s [10/26 17:11:50] ppdet.engine INFO: Epoch: [236] [500/610] learning_rate: 0.031651 loss_vfl: 0.742438 loss_bbox: 0.279656 loss_dfl: 0.191717 loss: 1.208993 eta: 21:08:11 batch_cost: 1.9811 data_cost: 0.0010 ips: 24.2286 images/s [10/26 17:12:34] ppdet.engine INFO: Epoch: [236] [520/610] learning_rate: 0.031619 loss_vfl: 0.738804 loss_bbox: 0.271481 loss_dfl: 0.182413 loss: 1.184695 eta: 21:07:32 batch_cost: 1.9889 data_cost: 0.0010 ips: 24.1337 images/s [10/26 17:13:17] ppdet.engine INFO: Epoch: [236] [540/610] learning_rate: 0.031587 loss_vfl: 0.743756 loss_bbox: 0.255577 loss_dfl: 0.177201 loss: 1.174121 eta: 21:06:52 batch_cost: 1.9519 data_cost: 0.0011 ips: 24.5917 images/s [10/26 17:14:01] ppdet.engine INFO: Epoch: [236] [560/610] learning_rate: 0.031556 loss_vfl: 0.761345 loss_bbox: 0.270891 loss_dfl: 0.181259 loss: 1.202751 eta: 21:06:13 batch_cost: 1.9688 data_cost: 0.0011 ips: 24.3809 images/s [10/26 17:14:44] ppdet.engine INFO: Epoch: [236] [580/610] learning_rate: 0.031524 loss_vfl: 0.766682 loss_bbox: 0.295493 loss_dfl: 0.186993 loss: 1.254746 eta: 21:05:33 batch_cost: 1.9989 data_cost: 0.0017 ips: 24.0133 images/s [10/26 17:15:28] ppdet.engine INFO: Epoch: [236] [600/610] learning_rate: 0.031493 loss_vfl: 0.748768 loss_bbox: 0.271305 loss_dfl: 0.178861 loss: 1.219890 eta: 21:04:54 batch_cost: 1.9538 data_cost: 0.0011 ips: 24.5675 images/s [10/26 17:16:00] ppdet.engine INFO: Epoch: [237] [ 0/610] learning_rate: 0.031477 loss_vfl: 0.739648 loss_bbox: 0.281800 loss_dfl: 0.183540 loss: 1.218128 eta: 21:04:36 batch_cost: 2.3747 data_cost: 0.2174 ips: 20.2132 images/s [10/26 17:16:46] ppdet.engine INFO: Epoch: [237] [ 20/610] learning_rate: 0.031445 loss_vfl: 0.753997 loss_bbox: 0.260756 loss_dfl: 0.175202 loss: 1.175578 eta: 21:03:57 batch_cost: 2.0377 data_cost: 0.0011 ips: 23.5555 images/s [10/26 17:17:31] ppdet.engine INFO: Epoch: [237] [ 40/610] learning_rate: 0.031414 loss_vfl: 0.731921 loss_bbox: 0.270626 loss_dfl: 0.177256 loss: 1.161142 eta: 21:03:18 batch_cost: 1.9827 data_cost: 0.0011 ips: 24.2096 images/s [10/26 17:18:15] ppdet.engine INFO: Epoch: [237] [ 60/610] learning_rate: 0.031382 loss_vfl: 0.750820 loss_bbox: 0.259943 loss_dfl: 0.178705 loss: 1.183531 eta: 21:02:38 batch_cost: 2.0149 data_cost: 0.0010 ips: 23.8224 images/s [10/26 17:18:59] ppdet.engine INFO: Epoch: [237] [ 80/610] learning_rate: 0.031351 loss_vfl: 0.754461 loss_bbox: 0.256713 loss_dfl: 0.180902 loss: 1.182462 eta: 21:01:59 batch_cost: 2.0068 data_cost: 0.0016 ips: 23.9186 images/s [10/26 17:19:43] ppdet.engine INFO: Epoch: [237] [100/610] learning_rate: 0.031319 loss_vfl: 0.760630 loss_bbox: 0.271183 loss_dfl: 0.183880 loss: 1.214005 eta: 21:01:19 batch_cost: 1.9426 data_cost: 0.0010 ips: 24.7089 images/s [10/26 17:20:26] ppdet.engine INFO: Epoch: [237] [120/610] learning_rate: 0.031288 loss_vfl: 0.740797 loss_bbox: 0.257767 loss_dfl: 0.180942 loss: 1.199933 eta: 21:00:40 batch_cost: 1.9540 data_cost: 0.0011 ips: 24.5651 images/s [10/26 17:21:10] ppdet.engine INFO: Epoch: [237] [140/610] learning_rate: 0.031256 loss_vfl: 0.753672 loss_bbox: 0.258630 loss_dfl: 0.179606 loss: 1.204196 eta: 21:00:00 batch_cost: 1.9820 data_cost: 0.0010 ips: 24.2183 images/s [10/26 17:21:53] ppdet.engine INFO: Epoch: [237] [160/610] learning_rate: 0.031225 loss_vfl: 0.750722 loss_bbox: 0.257906 loss_dfl: 0.181966 loss: 1.195097 eta: 20:59:21 batch_cost: 1.9439 data_cost: 0.0010 ips: 24.6928 images/s [10/26 17:22:37] ppdet.engine INFO: Epoch: [237] [180/610] learning_rate: 0.031193 loss_vfl: 0.738734 loss_bbox: 0.264078 loss_dfl: 0.187636 loss: 1.185157 eta: 20:58:41 batch_cost: 2.0083 data_cost: 0.0010 ips: 23.9013 images/s [10/26 17:23:22] ppdet.engine INFO: Epoch: [237] [200/610] learning_rate: 0.031162 loss_vfl: 0.752097 loss_bbox: 0.279893 loss_dfl: 0.186215 loss: 1.209620 eta: 20:58:02 batch_cost: 2.0303 data_cost: 0.0010 ips: 23.6423 images/s [10/26 17:24:06] ppdet.engine INFO: Epoch: [237] [220/610] learning_rate: 0.031130 loss_vfl: 0.729210 loss_bbox: 0.260848 loss_dfl: 0.178243 loss: 1.186275 eta: 20:57:23 batch_cost: 2.0028 data_cost: 0.0010 ips: 23.9659 images/s [10/26 17:24:48] ppdet.engine INFO: Epoch: [237] [240/610] learning_rate: 0.031099 loss_vfl: 0.732843 loss_bbox: 0.280849 loss_dfl: 0.193266 loss: 1.198788 eta: 20:56:43 batch_cost: 1.9108 data_cost: 0.0010 ips: 25.1202 images/s [10/26 17:25:31] ppdet.engine INFO: Epoch: [237] [260/610] learning_rate: 0.031068 loss_vfl: 0.733475 loss_bbox: 0.267357 loss_dfl: 0.180734 loss: 1.175786 eta: 20:56:03 batch_cost: 1.9382 data_cost: 0.0012 ips: 24.7657 images/s [10/26 17:26:15] ppdet.engine INFO: Epoch: [237] [280/610] learning_rate: 0.031036 loss_vfl: 0.741647 loss_bbox: 0.259287 loss_dfl: 0.180440 loss: 1.175236 eta: 20:55:24 batch_cost: 2.0031 data_cost: 0.0010 ips: 23.9628 images/s [10/26 17:26:58] ppdet.engine INFO: Epoch: [237] [300/610] learning_rate: 0.031005 loss_vfl: 0.761651 loss_bbox: 0.261025 loss_dfl: 0.170249 loss: 1.194729 eta: 20:54:44 batch_cost: 1.9495 data_cost: 0.0010 ips: 24.6222 images/s [10/26 17:27:41] ppdet.engine INFO: Epoch: [237] [320/610] learning_rate: 0.030973 loss_vfl: 0.739580 loss_bbox: 0.262818 loss_dfl: 0.178818 loss: 1.194862 eta: 20:54:05 batch_cost: 1.9451 data_cost: 0.0010 ips: 24.6772 images/s [10/26 17:28:25] ppdet.engine INFO: Epoch: [237] [340/610] learning_rate: 0.030942 loss_vfl: 0.750715 loss_bbox: 0.258765 loss_dfl: 0.180462 loss: 1.191638 eta: 20:53:25 batch_cost: 1.9478 data_cost: 0.0011 ips: 24.6438 images/s [10/26 17:29:09] ppdet.engine INFO: Epoch: [237] [360/610] learning_rate: 0.030911 loss_vfl: 0.752012 loss_bbox: 0.275952 loss_dfl: 0.185371 loss: 1.201151 eta: 20:52:46 batch_cost: 1.9953 data_cost: 0.0011 ips: 24.0564 images/s [10/26 17:29:53] ppdet.engine INFO: Epoch: [237] [380/610] learning_rate: 0.030880 loss_vfl: 0.742211 loss_bbox: 0.263120 loss_dfl: 0.179314 loss: 1.193378 eta: 20:52:06 batch_cost: 2.0127 data_cost: 0.0011 ips: 23.8489 images/s [10/26 17:30:37] ppdet.engine INFO: Epoch: [237] [400/610] learning_rate: 0.030848 loss_vfl: 0.734904 loss_bbox: 0.262481 loss_dfl: 0.173117 loss: 1.194158 eta: 20:51:27 batch_cost: 1.9925 data_cost: 0.0011 ips: 24.0901 images/s [10/26 17:31:22] ppdet.engine INFO: Epoch: [237] [420/610] learning_rate: 0.030817 loss_vfl: 0.769996 loss_bbox: 0.257070 loss_dfl: 0.168365 loss: 1.188038 eta: 20:50:48 batch_cost: 1.9890 data_cost: 0.0011 ips: 24.1329 images/s [10/26 17:32:05] ppdet.engine INFO: Epoch: [237] [440/610] learning_rate: 0.030786 loss_vfl: 0.750178 loss_bbox: 0.269802 loss_dfl: 0.186282 loss: 1.185373 eta: 20:50:08 batch_cost: 1.9577 data_cost: 0.0010 ips: 24.5184 images/s [10/26 17:32:47] ppdet.engine INFO: Epoch: [237] [460/610] learning_rate: 0.030754 loss_vfl: 0.760456 loss_bbox: 0.253587 loss_dfl: 0.179080 loss: 1.192779 eta: 20:49:28 batch_cost: 1.9129 data_cost: 0.0010 ips: 25.0929 images/s [10/26 17:33:30] ppdet.engine INFO: Epoch: [237] [480/610] learning_rate: 0.030723 loss_vfl: 0.765194 loss_bbox: 0.248701 loss_dfl: 0.184836 loss: 1.193488 eta: 20:48:49 batch_cost: 1.9523 data_cost: 0.0010 ips: 24.5862 images/s [10/26 17:34:14] ppdet.engine INFO: Epoch: [237] [500/610] learning_rate: 0.030692 loss_vfl: 0.741033 loss_bbox: 0.263489 loss_dfl: 0.174340 loss: 1.177969 eta: 20:48:09 batch_cost: 1.9551 data_cost: 0.0010 ips: 24.5516 images/s [10/26 17:34:57] ppdet.engine INFO: Epoch: [237] [520/610] learning_rate: 0.030661 loss_vfl: 0.749539 loss_bbox: 0.281446 loss_dfl: 0.188628 loss: 1.219144 eta: 20:47:29 batch_cost: 1.9082 data_cost: 0.0011 ips: 25.1545 images/s [10/26 17:35:40] ppdet.engine INFO: Epoch: [237] [540/610] learning_rate: 0.030630 loss_vfl: 0.735890 loss_bbox: 0.253246 loss_dfl: 0.179177 loss: 1.161296 eta: 20:46:50 batch_cost: 1.9721 data_cost: 0.0010 ips: 24.3398 images/s [10/26 17:36:24] ppdet.engine INFO: Epoch: [237] [560/610] learning_rate: 0.030598 loss_vfl: 0.755333 loss_bbox: 0.247660 loss_dfl: 0.175033 loss: 1.181548 eta: 20:46:10 batch_cost: 1.9624 data_cost: 0.0011 ips: 24.4596 images/s [10/26 17:37:08] ppdet.engine INFO: Epoch: [237] [580/610] learning_rate: 0.030567 loss_vfl: 0.756905 loss_bbox: 0.268886 loss_dfl: 0.184023 loss: 1.218433 eta: 20:45:31 batch_cost: 1.9971 data_cost: 0.0011 ips: 24.0352 images/s [10/26 17:37:52] ppdet.engine INFO: Epoch: [237] [600/610] learning_rate: 0.030536 loss_vfl: 0.742927 loss_bbox: 0.275366 loss_dfl: 0.185097 loss: 1.203043 eta: 20:44:51 batch_cost: 1.9937 data_cost: 0.0011 ips: 24.0757 images/s [10/26 17:38:26] ppdet.engine INFO: Epoch: [238] [ 0/610] learning_rate: 0.030521 loss_vfl: 0.744069 loss_bbox: 0.269907 loss_dfl: 0.180428 loss: 1.191876 eta: 20:44:34 batch_cost: 2.4104 data_cost: 0.2620 ips: 19.9141 images/s [10/26 17:39:11] ppdet.engine INFO: Epoch: [238] [ 20/610] learning_rate: 0.030489 loss_vfl: 0.740294 loss_bbox: 0.260225 loss_dfl: 0.178807 loss: 1.169832 eta: 20:43:55 batch_cost: 2.0510 data_cost: 0.0010 ips: 23.4030 images/s [10/26 17:39:56] ppdet.engine INFO: Epoch: [238] [ 40/610] learning_rate: 0.030458 loss_vfl: 0.754467 loss_bbox: 0.271445 loss_dfl: 0.183647 loss: 1.213454 eta: 20:43:16 batch_cost: 2.0402 data_cost: 0.0010 ips: 23.5268 images/s [10/26 17:40:41] ppdet.engine INFO: Epoch: [238] [ 60/610] learning_rate: 0.030427 loss_vfl: 0.746796 loss_bbox: 0.265737 loss_dfl: 0.187861 loss: 1.195177 eta: 20:42:37 batch_cost: 2.0342 data_cost: 0.0010 ips: 23.5967 images/s [10/26 17:41:25] ppdet.engine INFO: Epoch: [238] [ 80/610] learning_rate: 0.030396 loss_vfl: 0.728173 loss_bbox: 0.264345 loss_dfl: 0.187409 loss: 1.175458 eta: 20:41:57 batch_cost: 1.9877 data_cost: 0.0013 ips: 24.1488 images/s [10/26 17:42:08] ppdet.engine INFO: Epoch: [238] [100/610] learning_rate: 0.030365 loss_vfl: 0.739459 loss_bbox: 0.245167 loss_dfl: 0.174988 loss: 1.168330 eta: 20:41:18 batch_cost: 1.9676 data_cost: 0.0010 ips: 24.3957 images/s [10/26 17:42:53] ppdet.engine INFO: Epoch: [238] [120/610] learning_rate: 0.030334 loss_vfl: 0.733051 loss_bbox: 0.258403 loss_dfl: 0.178945 loss: 1.193035 eta: 20:40:38 batch_cost: 2.0033 data_cost: 0.0010 ips: 23.9600 images/s [10/26 17:43:36] ppdet.engine INFO: Epoch: [238] [140/610] learning_rate: 0.030303 loss_vfl: 0.740794 loss_bbox: 0.266416 loss_dfl: 0.181436 loss: 1.190430 eta: 20:39:59 batch_cost: 1.9443 data_cost: 0.0010 ips: 24.6881 images/s [10/26 17:44:20] ppdet.engine INFO: Epoch: [238] [160/610] learning_rate: 0.030272 loss_vfl: 0.763215 loss_bbox: 0.255388 loss_dfl: 0.179516 loss: 1.209699 eta: 20:39:19 batch_cost: 1.9990 data_cost: 0.0010 ips: 24.0123 images/s [10/26 17:45:05] ppdet.engine INFO: Epoch: [238] [180/610] learning_rate: 0.030241 loss_vfl: 0.741398 loss_bbox: 0.264438 loss_dfl: 0.180139 loss: 1.177224 eta: 20:38:40 batch_cost: 2.0149 data_cost: 0.0010 ips: 23.8219 images/s [10/26 17:45:49] ppdet.engine INFO: Epoch: [238] [200/610] learning_rate: 0.030210 loss_vfl: 0.744022 loss_bbox: 0.278148 loss_dfl: 0.191719 loss: 1.218522 eta: 20:38:01 batch_cost: 2.0020 data_cost: 0.0010 ips: 23.9763 images/s [10/26 17:46:33] ppdet.engine INFO: Epoch: [238] [220/610] learning_rate: 0.030179 loss_vfl: 0.744960 loss_bbox: 0.256010 loss_dfl: 0.175944 loss: 1.170503 eta: 20:37:21 batch_cost: 1.9912 data_cost: 0.0010 ips: 24.1057 images/s [10/26 17:47:16] ppdet.engine INFO: Epoch: [238] [240/610] learning_rate: 0.030148 loss_vfl: 0.729794 loss_bbox: 0.272570 loss_dfl: 0.185318 loss: 1.173915 eta: 20:36:42 batch_cost: 1.9395 data_cost: 0.0010 ips: 24.7491 images/s [10/26 17:47:59] ppdet.engine INFO: Epoch: [238] [260/610] learning_rate: 0.030117 loss_vfl: 0.739663 loss_bbox: 0.269902 loss_dfl: 0.182702 loss: 1.200371 eta: 20:36:02 batch_cost: 1.9452 data_cost: 0.0010 ips: 24.6759 images/s [10/26 17:48:42] ppdet.engine INFO: Epoch: [238] [280/610] learning_rate: 0.030086 loss_vfl: 0.737155 loss_bbox: 0.259588 loss_dfl: 0.178868 loss: 1.175735 eta: 20:35:22 batch_cost: 1.9504 data_cost: 0.0010 ips: 24.6097 images/s [10/26 17:49:27] ppdet.engine INFO: Epoch: [238] [300/610] learning_rate: 0.030055 loss_vfl: 0.743282 loss_bbox: 0.264035 loss_dfl: 0.174730 loss: 1.166972 eta: 20:34:43 batch_cost: 2.0519 data_cost: 0.0010 ips: 23.3932 images/s [10/26 17:50:11] ppdet.engine INFO: Epoch: [238] [320/610] learning_rate: 0.030024 loss_vfl: 0.724992 loss_bbox: 0.277325 loss_dfl: 0.188956 loss: 1.200002 eta: 20:34:04 batch_cost: 1.9923 data_cost: 0.0016 ips: 24.0924 images/s [10/26 17:50:56] ppdet.engine INFO: Epoch: [238] [340/610] learning_rate: 0.029993 loss_vfl: 0.738795 loss_bbox: 0.264250 loss_dfl: 0.178155 loss: 1.184618 eta: 20:33:24 batch_cost: 1.9980 data_cost: 0.0011 ips: 24.0246 images/s [10/26 17:51:40] ppdet.engine INFO: Epoch: [238] [360/610] learning_rate: 0.029962 loss_vfl: 0.759748 loss_bbox: 0.269900 loss_dfl: 0.183921 loss: 1.209086 eta: 20:32:45 batch_cost: 1.9762 data_cost: 0.0011 ips: 24.2886 images/s [10/26 17:52:24] ppdet.engine INFO: Epoch: [238] [380/610] learning_rate: 0.029931 loss_vfl: 0.752943 loss_bbox: 0.263673 loss_dfl: 0.185527 loss: 1.204774 eta: 20:32:06 batch_cost: 1.9842 data_cost: 0.0010 ips: 24.1907 images/s [10/26 17:53:08] ppdet.engine INFO: Epoch: [238] [400/610] learning_rate: 0.029901 loss_vfl: 0.760050 loss_bbox: 0.261565 loss_dfl: 0.177647 loss: 1.198718 eta: 20:31:26 batch_cost: 1.9674 data_cost: 0.0010 ips: 24.3974 images/s [10/26 17:53:52] ppdet.engine INFO: Epoch: [238] [420/610] learning_rate: 0.029870 loss_vfl: 0.746661 loss_bbox: 0.278063 loss_dfl: 0.181931 loss: 1.212018 eta: 20:30:47 batch_cost: 2.0088 data_cost: 0.0010 ips: 23.8945 images/s [10/26 17:54:37] ppdet.engine INFO: Epoch: [238] [440/610] learning_rate: 0.029839 loss_vfl: 0.737691 loss_bbox: 0.270119 loss_dfl: 0.180728 loss: 1.192654 eta: 20:30:08 batch_cost: 2.0430 data_cost: 0.0010 ips: 23.4954 images/s [10/26 17:55:21] ppdet.engine INFO: Epoch: [238] [460/610] learning_rate: 0.029808 loss_vfl: 0.750534 loss_bbox: 0.261561 loss_dfl: 0.179942 loss: 1.202934 eta: 20:29:28 batch_cost: 1.9680 data_cost: 0.0011 ips: 24.3905 images/s [10/26 17:56:05] ppdet.engine INFO: Epoch: [238] [480/610] learning_rate: 0.029777 loss_vfl: 0.745238 loss_bbox: 0.260538 loss_dfl: 0.183324 loss: 1.207255 eta: 20:28:49 batch_cost: 1.9856 data_cost: 0.0011 ips: 24.1745 images/s [10/26 17:56:48] ppdet.engine INFO: Epoch: [238] [500/610] learning_rate: 0.029746 loss_vfl: 0.754554 loss_bbox: 0.287807 loss_dfl: 0.192127 loss: 1.224537 eta: 20:28:09 batch_cost: 1.9738 data_cost: 0.0010 ips: 24.3188 images/s [10/26 17:57:32] ppdet.engine INFO: Epoch: [238] [520/610] learning_rate: 0.029716 loss_vfl: 0.744293 loss_bbox: 0.293263 loss_dfl: 0.186363 loss: 1.220786 eta: 20:27:30 batch_cost: 1.9701 data_cost: 0.0010 ips: 24.3642 images/s [10/26 17:58:14] ppdet.engine INFO: Epoch: [238] [540/610] learning_rate: 0.029685 loss_vfl: 0.747214 loss_bbox: 0.278121 loss_dfl: 0.185578 loss: 1.213767 eta: 20:26:50 batch_cost: 1.9582 data_cost: 0.0010 ips: 24.5125 images/s [10/26 17:58:58] ppdet.engine INFO: Epoch: [238] [560/610] learning_rate: 0.029654 loss_vfl: 0.746941 loss_bbox: 0.272903 loss_dfl: 0.180906 loss: 1.191203 eta: 20:26:10 batch_cost: 1.9372 data_cost: 0.0010 ips: 24.7778 images/s [10/26 17:59:42] ppdet.engine INFO: Epoch: [238] [580/610] learning_rate: 0.029623 loss_vfl: 0.733838 loss_bbox: 0.270263 loss_dfl: 0.181280 loss: 1.190462 eta: 20:25:31 batch_cost: 2.0380 data_cost: 0.0010 ips: 23.5526 images/s [10/26 18:00:25] ppdet.engine INFO: Epoch: [238] [600/610] learning_rate: 0.029593 loss_vfl: 0.748638 loss_bbox: 0.259694 loss_dfl: 0.176602 loss: 1.197374 eta: 20:24:52 batch_cost: 1.9495 data_cost: 0.0011 ips: 24.6221 images/s [10/26 18:00:59] ppdet.engine INFO: Epoch: [239] [ 0/610] learning_rate: 0.029577 loss_vfl: 0.735105 loss_bbox: 0.239523 loss_dfl: 0.175404 loss: 1.165928 eta: 20:24:34 batch_cost: 2.3793 data_cost: 0.1381 ips: 20.1736 images/s [10/26 18:01:44] ppdet.engine INFO: Epoch: [239] [ 20/610] learning_rate: 0.029547 loss_vfl: 0.714683 loss_bbox: 0.276214 loss_dfl: 0.189392 loss: 1.189564 eta: 20:23:55 batch_cost: 2.0199 data_cost: 0.0011 ips: 23.7630 images/s [10/26 18:02:28] ppdet.engine INFO: Epoch: [239] [ 40/610] learning_rate: 0.029516 loss_vfl: 0.741821 loss_bbox: 0.253613 loss_dfl: 0.183672 loss: 1.215429 eta: 20:23:15 batch_cost: 1.9641 data_cost: 0.0011 ips: 24.4393 images/s [10/26 18:03:11] ppdet.engine INFO: Epoch: [239] [ 60/610] learning_rate: 0.029485 loss_vfl: 0.735918 loss_bbox: 0.277187 loss_dfl: 0.187600 loss: 1.192238 eta: 20:22:36 batch_cost: 1.9273 data_cost: 0.0011 ips: 24.9054 images/s [10/26 18:03:54] ppdet.engine INFO: Epoch: [239] [ 80/610] learning_rate: 0.029455 loss_vfl: 0.741505 loss_bbox: 0.250296 loss_dfl: 0.177335 loss: 1.178739 eta: 20:21:56 batch_cost: 1.9659 data_cost: 0.0010 ips: 24.4163 images/s [10/26 18:04:38] ppdet.engine INFO: Epoch: [239] [100/610] learning_rate: 0.029424 loss_vfl: 0.745335 loss_bbox: 0.253201 loss_dfl: 0.181024 loss: 1.196522 eta: 20:21:17 batch_cost: 2.0314 data_cost: 0.0010 ips: 23.6292 images/s [10/26 18:05:22] ppdet.engine INFO: Epoch: [239] [120/610] learning_rate: 0.029393 loss_vfl: 0.739319 loss_bbox: 0.249825 loss_dfl: 0.178573 loss: 1.181247 eta: 20:20:37 batch_cost: 1.9838 data_cost: 0.0010 ips: 24.1964 images/s [10/26 18:06:07] ppdet.engine INFO: Epoch: [239] [140/610] learning_rate: 0.029363 loss_vfl: 0.750144 loss_bbox: 0.252206 loss_dfl: 0.181008 loss: 1.170877 eta: 20:19:58 batch_cost: 2.0031 data_cost: 0.0010 ips: 23.9634 images/s [10/26 18:06:50] ppdet.engine INFO: Epoch: [239] [160/610] learning_rate: 0.029332 loss_vfl: 0.743830 loss_bbox: 0.258123 loss_dfl: 0.184131 loss: 1.213138 eta: 20:19:18 batch_cost: 1.9567 data_cost: 0.0010 ips: 24.5308 images/s [10/26 18:07:34] ppdet.engine INFO: Epoch: [239] [180/610] learning_rate: 0.029302 loss_vfl: 0.731134 loss_bbox: 0.268614 loss_dfl: 0.180747 loss: 1.188142 eta: 20:18:39 batch_cost: 2.0019 data_cost: 0.0010 ips: 23.9772 images/s [10/26 18:08:18] ppdet.engine INFO: Epoch: [239] [200/610] learning_rate: 0.029271 loss_vfl: 0.718579 loss_bbox: 0.251231 loss_dfl: 0.175984 loss: 1.152814 eta: 20:18:00 batch_cost: 1.9866 data_cost: 0.0010 ips: 24.1625 images/s [10/26 18:09:02] ppdet.engine INFO: Epoch: [239] [220/610] learning_rate: 0.029240 loss_vfl: 0.755459 loss_bbox: 0.264912 loss_dfl: 0.183493 loss: 1.194156 eta: 20:17:20 batch_cost: 1.9812 data_cost: 0.0042 ips: 24.2278 images/s [10/26 18:09:45] ppdet.engine INFO: Epoch: [239] [240/610] learning_rate: 0.029210 loss_vfl: 0.746876 loss_bbox: 0.243985 loss_dfl: 0.169276 loss: 1.163053 eta: 20:16:41 batch_cost: 1.9519 data_cost: 0.0010 ips: 24.5918 images/s [10/26 18:10:29] ppdet.engine INFO: Epoch: [239] [260/610] learning_rate: 0.029179 loss_vfl: 0.746068 loss_bbox: 0.270904 loss_dfl: 0.188839 loss: 1.201818 eta: 20:16:01 batch_cost: 1.9966 data_cost: 0.0020 ips: 24.0407 images/s [10/26 18:11:13] ppdet.engine INFO: Epoch: [239] [280/610] learning_rate: 0.029149 loss_vfl: 0.744359 loss_bbox: 0.253216 loss_dfl: 0.175689 loss: 1.172700 eta: 20:15:22 batch_cost: 1.9636 data_cost: 0.0011 ips: 24.4448 images/s [10/26 18:11:57] ppdet.engine INFO: Epoch: [239] [300/610] learning_rate: 0.029118 loss_vfl: 0.740743 loss_bbox: 0.248610 loss_dfl: 0.185922 loss: 1.181280 eta: 20:14:42 batch_cost: 1.9677 data_cost: 0.0011 ips: 24.3945 images/s [10/26 18:12:42] ppdet.engine INFO: Epoch: [239] [320/610] learning_rate: 0.029088 loss_vfl: 0.735686 loss_bbox: 0.258903 loss_dfl: 0.175844 loss: 1.171659 eta: 20:14:03 batch_cost: 2.0273 data_cost: 0.0011 ips: 23.6770 images/s [10/26 18:13:27] ppdet.engine INFO: Epoch: [239] [340/610] learning_rate: 0.029057 loss_vfl: 0.738486 loss_bbox: 0.268394 loss_dfl: 0.178325 loss: 1.197381 eta: 20:13:24 batch_cost: 2.0297 data_cost: 0.0059 ips: 23.6491 images/s [10/26 18:14:11] ppdet.engine INFO: Epoch: [239] [360/610] learning_rate: 0.029027 loss_vfl: 0.752979 loss_bbox: 0.265317 loss_dfl: 0.174379 loss: 1.210132 eta: 20:12:44 batch_cost: 2.0092 data_cost: 0.0010 ips: 23.8895 images/s [10/26 18:14:56] ppdet.engine INFO: Epoch: [239] [380/610] learning_rate: 0.028997 loss_vfl: 0.729107 loss_bbox: 0.260819 loss_dfl: 0.179941 loss: 1.179121 eta: 20:12:05 batch_cost: 2.0102 data_cost: 0.0010 ips: 23.8778 images/s [10/26 18:15:40] ppdet.engine INFO: Epoch: [239] [400/610] learning_rate: 0.028966 loss_vfl: 0.746107 loss_bbox: 0.244830 loss_dfl: 0.177146 loss: 1.170417 eta: 20:11:26 batch_cost: 1.9587 data_cost: 0.0010 ips: 24.5060 images/s [10/26 18:16:23] ppdet.engine INFO: Epoch: [239] [420/610] learning_rate: 0.028936 loss_vfl: 0.753654 loss_bbox: 0.277765 loss_dfl: 0.185533 loss: 1.213472 eta: 20:10:46 batch_cost: 1.9425 data_cost: 0.0010 ips: 24.7104 images/s [10/26 18:17:07] ppdet.engine INFO: Epoch: [239] [440/610] learning_rate: 0.028905 loss_vfl: 0.737650 loss_bbox: 0.274508 loss_dfl: 0.183043 loss: 1.210972 eta: 20:10:07 batch_cost: 2.0157 data_cost: 0.0010 ips: 23.8129 images/s [10/26 18:17:52] ppdet.engine INFO: Epoch: [239] [460/610] learning_rate: 0.028875 loss_vfl: 0.730500 loss_bbox: 0.280711 loss_dfl: 0.184324 loss: 1.193151 eta: 20:09:27 batch_cost: 2.0269 data_cost: 0.0011 ips: 23.6815 images/s [10/26 18:18:36] ppdet.engine INFO: Epoch: [239] [480/610] learning_rate: 0.028845 loss_vfl: 0.733767 loss_bbox: 0.248055 loss_dfl: 0.180852 loss: 1.166746 eta: 20:08:48 batch_cost: 1.9994 data_cost: 0.0011 ips: 24.0070 images/s [10/26 18:19:21] ppdet.engine INFO: Epoch: [239] [500/610] learning_rate: 0.028814 loss_vfl: 0.740647 loss_bbox: 0.263556 loss_dfl: 0.179387 loss: 1.210083 eta: 20:08:09 batch_cost: 2.0392 data_cost: 0.0010 ips: 23.5390 images/s [10/26 18:20:05] ppdet.engine INFO: Epoch: [239] [520/610] learning_rate: 0.028784 loss_vfl: 0.744215 loss_bbox: 0.258066 loss_dfl: 0.180380 loss: 1.176756 eta: 20:07:30 batch_cost: 2.0067 data_cost: 0.0010 ips: 23.9203 images/s [10/26 18:20:49] ppdet.engine INFO: Epoch: [239] [540/610] learning_rate: 0.028753 loss_vfl: 0.757920 loss_bbox: 0.257136 loss_dfl: 0.177358 loss: 1.194000 eta: 20:06:50 batch_cost: 2.0081 data_cost: 0.0010 ips: 23.9034 images/s [10/26 18:21:34] ppdet.engine INFO: Epoch: [239] [560/610] learning_rate: 0.028723 loss_vfl: 0.746657 loss_bbox: 0.247784 loss_dfl: 0.182079 loss: 1.176955 eta: 20:06:11 batch_cost: 2.0328 data_cost: 0.0010 ips: 23.6128 images/s [10/26 18:22:18] ppdet.engine INFO: Epoch: [239] [580/610] learning_rate: 0.028693 loss_vfl: 0.744194 loss_bbox: 0.278812 loss_dfl: 0.185584 loss: 1.198367 eta: 20:05:32 batch_cost: 1.9830 data_cost: 0.0010 ips: 24.2053 images/s [10/26 18:23:00] ppdet.engine INFO: Epoch: [239] [600/610] learning_rate: 0.028663 loss_vfl: 0.756905 loss_bbox: 0.258605 loss_dfl: 0.174346 loss: 1.191823 eta: 20:04:52 batch_cost: 1.8935 data_cost: 0.0010 ips: 25.3495 images/s [10/26 18:23:21] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/26 18:23:21] ppdet.engine INFO: Eval iter: 0 [10/26 18:23:52] ppdet.engine INFO: Eval iter: 100 [10/26 18:24:15] ppdet.engine INFO: Eval iter: 200 [10/26 18:24:38] ppdet.engine INFO: Eval iter: 300 [10/26 18:25:01] ppdet.engine INFO: Eval iter: 400 [10/26 18:25:25] ppdet.engine INFO: Eval iter: 500 [10/26 18:25:48] ppdet.engine INFO: Eval iter: 600 [10/26 18:26:07] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.66s) creating index... index created! [10/26 18:26:07] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.56s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=102.45s). Accumulating evaluation results... DONE (t=17.16s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.366 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.525 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.385 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.148 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.390 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 ] = 0.308 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 ] = 0.518 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 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.761 [10/26 18:28:15] ppdet.engine INFO: Total sample number: 4952, averge FPS: 32.407548239052325 [10/26 18:28:15] ppdet.engine INFO: Best test bbox ap is 0.366. [10/26 18:28:15] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/26 18:28:17] ppdet.engine INFO: Epoch: [240] [ 0/610] learning_rate: 0.028647 loss_vfl: 0.747845 loss_bbox: 0.260411 loss_dfl: 0.183324 loss: 1.191786 eta: 20:04:31 batch_cost: 1.8151 data_cost: 0.0011 ips: 26.4452 images/s [10/26 18:29:03] ppdet.engine INFO: Epoch: [240] [ 20/610] learning_rate: 0.028617 loss_vfl: 0.717366 loss_bbox: 0.258094 loss_dfl: 0.180717 loss: 1.165848 eta: 20:03:52 batch_cost: 2.0382 data_cost: 0.0015 ips: 23.5504 images/s [10/26 18:29:48] ppdet.engine INFO: Epoch: [240] [ 40/610] learning_rate: 0.028587 loss_vfl: 0.743429 loss_bbox: 0.267199 loss_dfl: 0.180421 loss: 1.182839 eta: 20:03:13 batch_cost: 2.0004 data_cost: 0.0012 ips: 23.9953 images/s [10/26 18:30:34] ppdet.engine INFO: Epoch: [240] [ 60/610] learning_rate: 0.028557 loss_vfl: 0.740364 loss_bbox: 0.264378 loss_dfl: 0.184311 loss: 1.201834 eta: 20:02:34 batch_cost: 2.0513 data_cost: 0.0011 ips: 23.4001 images/s [10/26 18:31:19] ppdet.engine INFO: Epoch: [240] [ 80/610] learning_rate: 0.028526 loss_vfl: 0.736959 loss_bbox: 0.255296 loss_dfl: 0.174056 loss: 1.156458 eta: 20:01:54 batch_cost: 2.0084 data_cost: 0.0011 ips: 23.8994 images/s [10/26 18:32:02] ppdet.engine INFO: Epoch: [240] [100/610] learning_rate: 0.028496 loss_vfl: 0.745846 loss_bbox: 0.261161 loss_dfl: 0.168868 loss: 1.179402 eta: 20:01:15 batch_cost: 1.9711 data_cost: 0.0012 ips: 24.3514 images/s [10/26 18:32:46] ppdet.engine INFO: Epoch: [240] [120/610] learning_rate: 0.028466 loss_vfl: 0.753887 loss_bbox: 0.254482 loss_dfl: 0.176457 loss: 1.172061 eta: 20:00:35 batch_cost: 1.9610 data_cost: 0.0011 ips: 24.4771 images/s [10/26 18:33:31] ppdet.engine INFO: Epoch: [240] [140/610] learning_rate: 0.028436 loss_vfl: 0.742863 loss_bbox: 0.263298 loss_dfl: 0.180811 loss: 1.196332 eta: 19:59:56 batch_cost: 2.0019 data_cost: 0.0011 ips: 23.9772 images/s [10/26 18:34:14] ppdet.engine INFO: Epoch: [240] [160/610] learning_rate: 0.028406 loss_vfl: 0.745992 loss_bbox: 0.255384 loss_dfl: 0.181102 loss: 1.180779 eta: 19:59:16 batch_cost: 1.9727 data_cost: 0.0011 ips: 24.3319 images/s [10/26 18:34:58] ppdet.engine INFO: Epoch: [240] [180/610] learning_rate: 0.028376 loss_vfl: 0.747190 loss_bbox: 0.268354 loss_dfl: 0.187303 loss: 1.183181 eta: 19:58:37 batch_cost: 1.9855 data_cost: 0.0012 ips: 24.1750 images/s [10/26 18:35:42] ppdet.engine INFO: Epoch: [240] [200/610] learning_rate: 0.028345 loss_vfl: 0.750027 loss_bbox: 0.273167 loss_dfl: 0.184712 loss: 1.225748 eta: 19:57:58 batch_cost: 1.9990 data_cost: 0.0012 ips: 24.0124 images/s [10/26 18:36:27] ppdet.engine INFO: Epoch: [240] [220/610] learning_rate: 0.028315 loss_vfl: 0.723331 loss_bbox: 0.247552 loss_dfl: 0.175372 loss: 1.164242 eta: 19:57:18 batch_cost: 2.0310 data_cost: 0.0018 ips: 23.6340 images/s [10/26 18:37:11] ppdet.engine INFO: Epoch: [240] [240/610] learning_rate: 0.028285 loss_vfl: 0.748765 loss_bbox: 0.261877 loss_dfl: 0.181857 loss: 1.192727 eta: 19:56:39 batch_cost: 1.9744 data_cost: 0.0011 ips: 24.3107 images/s [10/26 18:37:55] ppdet.engine INFO: Epoch: [240] [260/610] learning_rate: 0.028255 loss_vfl: 0.742874 loss_bbox: 0.254839 loss_dfl: 0.177685 loss: 1.178699 eta: 19:56:00 batch_cost: 1.9960 data_cost: 0.0011 ips: 24.0484 images/s [10/26 18:38:38] ppdet.engine INFO: Epoch: [240] [280/610] learning_rate: 0.028225 loss_vfl: 0.748879 loss_bbox: 0.272775 loss_dfl: 0.184479 loss: 1.202790 eta: 19:55:20 batch_cost: 1.9536 data_cost: 0.0011 ips: 24.5695 images/s [10/26 18:39:22] ppdet.engine INFO: Epoch: [240] [300/610] learning_rate: 0.028195 loss_vfl: 0.745171 loss_bbox: 0.265443 loss_dfl: 0.182842 loss: 1.208252 eta: 19:54:41 batch_cost: 2.0034 data_cost: 0.0011 ips: 23.9596 images/s [10/26 18:40:06] ppdet.engine INFO: Epoch: [240] [320/610] learning_rate: 0.028165 loss_vfl: 0.724849 loss_bbox: 0.245918 loss_dfl: 0.174412 loss: 1.175902 eta: 19:54:01 batch_cost: 2.0066 data_cost: 0.0011 ips: 23.9211 images/s [10/26 18:40:50] ppdet.engine INFO: Epoch: [240] [340/610] learning_rate: 0.028135 loss_vfl: 0.743630 loss_bbox: 0.277170 loss_dfl: 0.179291 loss: 1.200276 eta: 19:53:22 batch_cost: 1.9809 data_cost: 0.0011 ips: 24.2311 images/s [10/26 18:41:34] ppdet.engine INFO: Epoch: [240] [360/610] learning_rate: 0.028105 loss_vfl: 0.759365 loss_bbox: 0.249485 loss_dfl: 0.182236 loss: 1.174811 eta: 19:52:42 batch_cost: 1.9411 data_cost: 0.0012 ips: 24.7288 images/s [10/26 18:42:19] ppdet.engine INFO: Epoch: [240] [380/610] learning_rate: 0.028075 loss_vfl: 0.748308 loss_bbox: 0.279437 loss_dfl: 0.190426 loss: 1.211440 eta: 19:52:03 batch_cost: 2.0116 data_cost: 0.0011 ips: 23.8617 images/s [10/26 18:43:03] ppdet.engine INFO: Epoch: [240] [400/610] learning_rate: 0.028045 loss_vfl: 0.761091 loss_bbox: 0.271324 loss_dfl: 0.186721 loss: 1.203942 eta: 19:51:24 batch_cost: 2.0241 data_cost: 0.0011 ips: 23.7142 images/s [10/26 18:43:48] ppdet.engine INFO: Epoch: [240] [420/610] learning_rate: 0.028015 loss_vfl: 0.739385 loss_bbox: 0.259665 loss_dfl: 0.178337 loss: 1.195616 eta: 19:50:44 batch_cost: 1.9921 data_cost: 0.0015 ips: 24.0950 images/s [10/26 18:44:31] ppdet.engine INFO: Epoch: [240] [440/610] learning_rate: 0.027985 loss_vfl: 0.746827 loss_bbox: 0.249822 loss_dfl: 0.179748 loss: 1.174221 eta: 19:50:05 batch_cost: 1.9717 data_cost: 0.0011 ips: 24.3440 images/s [10/26 18:45:15] ppdet.engine INFO: Epoch: [240] [460/610] learning_rate: 0.027955 loss_vfl: 0.725932 loss_bbox: 0.263825 loss_dfl: 0.177374 loss: 1.185508 eta: 19:49:25 batch_cost: 1.9656 data_cost: 0.0011 ips: 24.4198 images/s [10/26 18:45:59] ppdet.engine INFO: Epoch: [240] [480/610] learning_rate: 0.027925 loss_vfl: 0.739177 loss_bbox: 0.275419 loss_dfl: 0.178444 loss: 1.196620 eta: 19:48:46 batch_cost: 1.9861 data_cost: 0.0011 ips: 24.1675 images/s [10/26 18:46:42] ppdet.engine INFO: Epoch: [240] [500/610] learning_rate: 0.027895 loss_vfl: 0.751621 loss_bbox: 0.265208 loss_dfl: 0.179583 loss: 1.202837 eta: 19:48:06 batch_cost: 1.9684 data_cost: 0.0050 ips: 24.3856 images/s [10/26 18:47:27] ppdet.engine INFO: Epoch: [240] [520/610] learning_rate: 0.027865 loss_vfl: 0.751816 loss_bbox: 0.266885 loss_dfl: 0.177708 loss: 1.186081 eta: 19:47:27 batch_cost: 2.0519 data_cost: 0.0013 ips: 23.3932 images/s [10/26 18:48:11] ppdet.engine INFO: Epoch: [240] [540/610] learning_rate: 0.027835 loss_vfl: 0.736481 loss_bbox: 0.263084 loss_dfl: 0.174620 loss: 1.167508 eta: 19:46:47 batch_cost: 1.9628 data_cost: 0.0017 ips: 24.4546 images/s [10/26 18:48:56] ppdet.engine INFO: Epoch: [240] [560/610] learning_rate: 0.027805 loss_vfl: 0.747866 loss_bbox: 0.261933 loss_dfl: 0.181475 loss: 1.196286 eta: 19:46:08 batch_cost: 2.0519 data_cost: 0.0012 ips: 23.3927 images/s [10/26 18:49:40] ppdet.engine INFO: Epoch: [240] [580/610] learning_rate: 0.027776 loss_vfl: 0.737738 loss_bbox: 0.260876 loss_dfl: 0.180253 loss: 1.188226 eta: 19:45:29 batch_cost: 1.9946 data_cost: 0.0011 ips: 24.0649 images/s [10/26 18:50:23] ppdet.engine INFO: Epoch: [240] [600/610] learning_rate: 0.027746 loss_vfl: 0.751262 loss_bbox: 0.245142 loss_dfl: 0.174911 loss: 1.171061 eta: 19:44:49 batch_cost: 1.9649 data_cost: 0.0011 ips: 24.4293 images/s [10/26 18:50:54] ppdet.engine INFO: Epoch: [241] [ 0/610] learning_rate: 0.027731 loss_vfl: 0.749532 loss_bbox: 0.252152 loss_dfl: 0.175963 loss: 1.176045 eta: 19:44:31 batch_cost: 2.2659 data_cost: 0.1505 ips: 21.1841 images/s [10/26 18:51:42] ppdet.engine INFO: Epoch: [241] [ 20/610] learning_rate: 0.027701 loss_vfl: 0.732408 loss_bbox: 0.272495 loss_dfl: 0.186769 loss: 1.183609 eta: 19:43:53 batch_cost: 2.1466 data_cost: 0.0016 ips: 22.3610 images/s [10/26 18:52:27] ppdet.engine INFO: Epoch: [241] [ 40/610] learning_rate: 0.027671 loss_vfl: 0.733952 loss_bbox: 0.260140 loss_dfl: 0.172097 loss: 1.155603 eta: 19:43:13 batch_cost: 2.0029 data_cost: 0.0014 ips: 23.9647 images/s [10/26 18:53:11] ppdet.engine INFO: Epoch: [241] [ 60/610] learning_rate: 0.027641 loss_vfl: 0.757491 loss_bbox: 0.282194 loss_dfl: 0.191845 loss: 1.211048 eta: 19:42:34 batch_cost: 1.9651 data_cost: 0.0014 ips: 24.4259 images/s [10/26 18:53:55] ppdet.engine INFO: Epoch: [241] [ 80/610] learning_rate: 0.027612 loss_vfl: 0.736625 loss_bbox: 0.278673 loss_dfl: 0.188060 loss: 1.194057 eta: 19:41:54 batch_cost: 1.9601 data_cost: 0.0012 ips: 24.4888 images/s [10/26 18:54:40] ppdet.engine INFO: Epoch: [241] [100/610] learning_rate: 0.027582 loss_vfl: 0.737097 loss_bbox: 0.256923 loss_dfl: 0.180011 loss: 1.171198 eta: 19:41:15 batch_cost: 2.0011 data_cost: 0.0011 ips: 23.9864 images/s [10/26 18:55:24] ppdet.engine INFO: Epoch: [241] [120/610] learning_rate: 0.027552 loss_vfl: 0.719951 loss_bbox: 0.251895 loss_dfl: 0.180975 loss: 1.145471 eta: 19:40:36 batch_cost: 2.0076 data_cost: 0.0011 ips: 23.9088 images/s [10/26 18:56:09] ppdet.engine INFO: Epoch: [241] [140/610] learning_rate: 0.027522 loss_vfl: 0.745597 loss_bbox: 0.267222 loss_dfl: 0.184797 loss: 1.201814 eta: 19:39:56 batch_cost: 2.0153 data_cost: 0.0012 ips: 23.8174 images/s [10/26 18:56:53] ppdet.engine INFO: Epoch: [241] [160/610] learning_rate: 0.027493 loss_vfl: 0.732174 loss_bbox: 0.256993 loss_dfl: 0.182847 loss: 1.178013 eta: 19:39:17 batch_cost: 1.9618 data_cost: 0.0016 ips: 24.4679 images/s [10/26 18:57:36] ppdet.engine INFO: Epoch: [241] [180/610] learning_rate: 0.027463 loss_vfl: 0.746724 loss_bbox: 0.264631 loss_dfl: 0.180667 loss: 1.176029 eta: 19:38:37 batch_cost: 1.9738 data_cost: 0.0011 ips: 24.3191 images/s [10/26 18:58:20] ppdet.engine INFO: Epoch: [241] [200/610] learning_rate: 0.027433 loss_vfl: 0.747956 loss_bbox: 0.261281 loss_dfl: 0.176036 loss: 1.175244 eta: 19:37:58 batch_cost: 2.0293 data_cost: 0.0011 ips: 23.6537 images/s [10/26 18:59:05] ppdet.engine INFO: Epoch: [241] [220/610] learning_rate: 0.027404 loss_vfl: 0.748139 loss_bbox: 0.240851 loss_dfl: 0.169166 loss: 1.152023 eta: 19:37:19 batch_cost: 2.0143 data_cost: 0.0011 ips: 23.8298 images/s [10/26 18:59:49] ppdet.engine INFO: Epoch: [241] [240/610] learning_rate: 0.027374 loss_vfl: 0.726788 loss_bbox: 0.262519 loss_dfl: 0.183975 loss: 1.176472 eta: 19:36:39 batch_cost: 1.9555 data_cost: 0.0011 ips: 24.5457 images/s [10/26 19:00:32] ppdet.engine INFO: Epoch: [241] [260/610] learning_rate: 0.027344 loss_vfl: 0.749402 loss_bbox: 0.254780 loss_dfl: 0.180252 loss: 1.189637 eta: 19:35:59 batch_cost: 1.9184 data_cost: 0.0011 ips: 25.0210 images/s [10/26 19:01:17] ppdet.engine INFO: Epoch: [241] [280/610] learning_rate: 0.027315 loss_vfl: 0.733930 loss_bbox: 0.264069 loss_dfl: 0.186534 loss: 1.184021 eta: 19:35:20 batch_cost: 2.0212 data_cost: 0.0011 ips: 23.7482 images/s [10/26 19:02:02] ppdet.engine INFO: Epoch: [241] [300/610] learning_rate: 0.027285 loss_vfl: 0.745547 loss_bbox: 0.254054 loss_dfl: 0.170726 loss: 1.166236 eta: 19:34:41 batch_cost: 2.0415 data_cost: 0.0011 ips: 23.5117 images/s [10/26 19:02:46] ppdet.engine INFO: Epoch: [241] [320/610] learning_rate: 0.027255 loss_vfl: 0.728010 loss_bbox: 0.276058 loss_dfl: 0.185495 loss: 1.199407 eta: 19:34:01 batch_cost: 1.9731 data_cost: 0.0011 ips: 24.3271 images/s [10/26 19:03:29] ppdet.engine INFO: Epoch: [241] [340/610] learning_rate: 0.027226 loss_vfl: 0.730364 loss_bbox: 0.288305 loss_dfl: 0.188032 loss: 1.198997 eta: 19:33:22 batch_cost: 1.9745 data_cost: 0.0011 ips: 24.3101 images/s [10/26 19:04:14] ppdet.engine INFO: Epoch: [241] [360/610] learning_rate: 0.027196 loss_vfl: 0.767573 loss_bbox: 0.266171 loss_dfl: 0.177672 loss: 1.200061 eta: 19:32:43 batch_cost: 2.0494 data_cost: 0.0017 ips: 23.4214 images/s [10/26 19:04:59] ppdet.engine INFO: Epoch: [241] [380/610] learning_rate: 0.027167 loss_vfl: 0.757733 loss_bbox: 0.256710 loss_dfl: 0.179777 loss: 1.213873 eta: 19:32:03 batch_cost: 2.0193 data_cost: 0.0011 ips: 23.7705 images/s [10/26 19:05:43] ppdet.engine INFO: Epoch: [241] [400/610] learning_rate: 0.027137 loss_vfl: 0.751796 loss_bbox: 0.265107 loss_dfl: 0.179606 loss: 1.211734 eta: 19:31:24 batch_cost: 2.0110 data_cost: 0.0010 ips: 23.8686 images/s [10/26 19:06:28] ppdet.engine INFO: Epoch: [241] [420/610] learning_rate: 0.027108 loss_vfl: 0.763044 loss_bbox: 0.271943 loss_dfl: 0.182136 loss: 1.205846 eta: 19:30:45 batch_cost: 2.0180 data_cost: 0.0011 ips: 23.7854 images/s [10/26 19:07:12] ppdet.engine INFO: Epoch: [241] [440/610] learning_rate: 0.027078 loss_vfl: 0.738596 loss_bbox: 0.268011 loss_dfl: 0.184655 loss: 1.185567 eta: 19:30:05 batch_cost: 1.9565 data_cost: 0.0012 ips: 24.5333 images/s [10/26 19:07:54] ppdet.engine INFO: Epoch: [241] [460/610] learning_rate: 0.027048 loss_vfl: 0.731083 loss_bbox: 0.262027 loss_dfl: 0.185509 loss: 1.175731 eta: 19:29:26 batch_cost: 1.9308 data_cost: 0.0011 ips: 24.8601 images/s [10/26 19:08:37] ppdet.engine INFO: Epoch: [241] [480/610] learning_rate: 0.027019 loss_vfl: 0.749389 loss_bbox: 0.270679 loss_dfl: 0.180495 loss: 1.196548 eta: 19:28:46 batch_cost: 1.9158 data_cost: 0.0012 ips: 25.0554 images/s [10/26 19:09:20] ppdet.engine INFO: Epoch: [241] [500/610] learning_rate: 0.026989 loss_vfl: 0.728310 loss_bbox: 0.285267 loss_dfl: 0.193349 loss: 1.212606 eta: 19:28:06 batch_cost: 1.9492 data_cost: 0.0011 ips: 24.6249 images/s [10/26 19:10:04] ppdet.engine INFO: Epoch: [241] [520/610] learning_rate: 0.026960 loss_vfl: 0.746985 loss_bbox: 0.248178 loss_dfl: 0.174642 loss: 1.164609 eta: 19:27:27 batch_cost: 1.9941 data_cost: 0.0011 ips: 24.0714 images/s [10/26 19:10:49] ppdet.engine INFO: Epoch: [241] [540/610] learning_rate: 0.026931 loss_vfl: 0.730148 loss_bbox: 0.270292 loss_dfl: 0.187714 loss: 1.197306 eta: 19:26:47 batch_cost: 2.0162 data_cost: 0.0010 ips: 23.8077 images/s [10/26 19:11:33] ppdet.engine INFO: Epoch: [241] [560/610] learning_rate: 0.026901 loss_vfl: 0.737298 loss_bbox: 0.269761 loss_dfl: 0.183034 loss: 1.208430 eta: 19:26:08 batch_cost: 1.9871 data_cost: 0.0011 ips: 24.1555 images/s [10/26 19:12:17] ppdet.engine INFO: Epoch: [241] [580/610] learning_rate: 0.026872 loss_vfl: 0.743764 loss_bbox: 0.255231 loss_dfl: 0.182041 loss: 1.194570 eta: 19:25:29 batch_cost: 2.0084 data_cost: 0.0041 ips: 23.8999 images/s [10/26 19:12:59] ppdet.engine INFO: Epoch: [241] [600/610] learning_rate: 0.026842 loss_vfl: 0.743691 loss_bbox: 0.266539 loss_dfl: 0.184068 loss: 1.195040 eta: 19:24:49 batch_cost: 1.8975 data_cost: 0.0012 ips: 25.2971 images/s [10/26 19:13:32] ppdet.engine INFO: Epoch: [242] [ 0/610] learning_rate: 0.026828 loss_vfl: 0.749466 loss_bbox: 0.266539 loss_dfl: 0.181193 loss: 1.201305 eta: 19:24:31 batch_cost: 2.3059 data_cost: 0.2491 ips: 20.8163 images/s [10/26 19:14:18] ppdet.engine INFO: Epoch: [242] [ 20/610] learning_rate: 0.026798 loss_vfl: 0.746917 loss_bbox: 0.272861 loss_dfl: 0.175650 loss: 1.180665 eta: 19:23:52 batch_cost: 2.1142 data_cost: 0.0018 ips: 22.7032 images/s [10/26 19:15:02] ppdet.engine INFO: Epoch: [242] [ 40/610] learning_rate: 0.026769 loss_vfl: 0.714696 loss_bbox: 0.266889 loss_dfl: 0.183705 loss: 1.178348 eta: 19:23:13 batch_cost: 1.9858 data_cost: 0.0011 ips: 24.1716 images/s [10/26 19:15:46] ppdet.engine INFO: Epoch: [242] [ 60/610] learning_rate: 0.026740 loss_vfl: 0.739469 loss_bbox: 0.246121 loss_dfl: 0.177923 loss: 1.167221 eta: 19:22:33 batch_cost: 1.9875 data_cost: 0.0011 ips: 24.1505 images/s [10/26 19:16:30] ppdet.engine INFO: Epoch: [242] [ 80/610] learning_rate: 0.026710 loss_vfl: 0.723074 loss_bbox: 0.268107 loss_dfl: 0.180422 loss: 1.193185 eta: 19:21:54 batch_cost: 2.0339 data_cost: 0.0011 ips: 23.5999 images/s [10/26 19:17:15] ppdet.engine INFO: Epoch: [242] [100/610] learning_rate: 0.026681 loss_vfl: 0.740049 loss_bbox: 0.292492 loss_dfl: 0.197379 loss: 1.227433 eta: 19:21:15 batch_cost: 2.0349 data_cost: 0.0010 ips: 23.5883 images/s [10/26 19:18:00] ppdet.engine INFO: Epoch: [242] [120/610] learning_rate: 0.026652 loss_vfl: 0.743737 loss_bbox: 0.280774 loss_dfl: 0.184224 loss: 1.200267 eta: 19:20:35 batch_cost: 2.0181 data_cost: 0.0011 ips: 23.7842 images/s [10/26 19:18:45] ppdet.engine INFO: Epoch: [242] [140/610] learning_rate: 0.026622 loss_vfl: 0.748307 loss_bbox: 0.280440 loss_dfl: 0.185767 loss: 1.236192 eta: 19:19:56 batch_cost: 2.0162 data_cost: 0.0010 ips: 23.8076 images/s [10/26 19:19:29] ppdet.engine INFO: Epoch: [242] [160/610] learning_rate: 0.026593 loss_vfl: 0.725850 loss_bbox: 0.256962 loss_dfl: 0.177395 loss: 1.171680 eta: 19:19:17 batch_cost: 1.9885 data_cost: 0.0011 ips: 24.1392 images/s [10/26 19:20:12] ppdet.engine INFO: Epoch: [242] [180/610] learning_rate: 0.026564 loss_vfl: 0.740126 loss_bbox: 0.250157 loss_dfl: 0.178619 loss: 1.161380 eta: 19:18:37 batch_cost: 1.9377 data_cost: 0.0011 ips: 24.7719 images/s [10/26 19:20:56] ppdet.engine INFO: Epoch: [242] [200/610] learning_rate: 0.026534 loss_vfl: 0.728896 loss_bbox: 0.268484 loss_dfl: 0.177957 loss: 1.171014 eta: 19:17:58 batch_cost: 1.9875 data_cost: 0.0023 ips: 24.1511 images/s [10/26 19:21:39] ppdet.engine INFO: Epoch: [242] [220/610] learning_rate: 0.026505 loss_vfl: 0.734017 loss_bbox: 0.270620 loss_dfl: 0.183604 loss: 1.186639 eta: 19:17:18 batch_cost: 1.9158 data_cost: 0.0010 ips: 25.0545 images/s [10/26 19:22:23] ppdet.engine INFO: Epoch: [242] [240/610] learning_rate: 0.026476 loss_vfl: 0.735597 loss_bbox: 0.254882 loss_dfl: 0.168539 loss: 1.163579 eta: 19:16:38 batch_cost: 1.9751 data_cost: 0.0014 ips: 24.3024 images/s [10/26 19:23:07] ppdet.engine INFO: Epoch: [242] [260/610] learning_rate: 0.026447 loss_vfl: 0.762342 loss_bbox: 0.281663 loss_dfl: 0.187927 loss: 1.213659 eta: 19:15:59 batch_cost: 2.0113 data_cost: 0.0011 ips: 23.8650 images/s [10/26 19:23:52] ppdet.engine INFO: Epoch: [242] [280/610] learning_rate: 0.026418 loss_vfl: 0.735439 loss_bbox: 0.274357 loss_dfl: 0.191162 loss: 1.210726 eta: 19:15:20 batch_cost: 1.9854 data_cost: 0.0011 ips: 24.1769 images/s [10/26 19:24:36] ppdet.engine INFO: Epoch: [242] [300/610] learning_rate: 0.026388 loss_vfl: 0.744581 loss_bbox: 0.269721 loss_dfl: 0.183211 loss: 1.206028 eta: 19:14:40 batch_cost: 2.0205 data_cost: 0.0011 ips: 23.7560 images/s [10/26 19:25:19] ppdet.engine INFO: Epoch: [242] [320/610] learning_rate: 0.026359 loss_vfl: 0.742641 loss_bbox: 0.235250 loss_dfl: 0.167320 loss: 1.137219 eta: 19:14:01 batch_cost: 1.9492 data_cost: 0.0010 ips: 24.6257 images/s [10/26 19:26:03] ppdet.engine INFO: Epoch: [242] [340/610] learning_rate: 0.026330 loss_vfl: 0.739752 loss_bbox: 0.270991 loss_dfl: 0.189102 loss: 1.167400 eta: 19:13:21 batch_cost: 1.9505 data_cost: 0.0012 ips: 24.6092 images/s [10/26 19:26:46] ppdet.engine INFO: Epoch: [242] [360/610] learning_rate: 0.026301 loss_vfl: 0.746202 loss_bbox: 0.287207 loss_dfl: 0.188655 loss: 1.233805 eta: 19:12:42 batch_cost: 1.9673 data_cost: 0.0010 ips: 24.3988 images/s [10/26 19:27:30] ppdet.engine INFO: Epoch: [242] [380/610] learning_rate: 0.026272 loss_vfl: 0.731156 loss_bbox: 0.268177 loss_dfl: 0.177834 loss: 1.186561 eta: 19:12:02 batch_cost: 1.9523 data_cost: 0.0017 ips: 24.5858 images/s [10/26 19:28:13] ppdet.engine INFO: Epoch: [242] [400/610] learning_rate: 0.026243 loss_vfl: 0.743246 loss_bbox: 0.256880 loss_dfl: 0.171714 loss: 1.182521 eta: 19:11:22 batch_cost: 1.9743 data_cost: 0.0013 ips: 24.3123 images/s [10/26 19:28:57] ppdet.engine INFO: Epoch: [242] [420/610] learning_rate: 0.026214 loss_vfl: 0.729043 loss_bbox: 0.250107 loss_dfl: 0.180876 loss: 1.177751 eta: 19:10:43 batch_cost: 2.0020 data_cost: 0.0010 ips: 23.9762 images/s [10/26 19:29:42] ppdet.engine INFO: Epoch: [242] [440/610] learning_rate: 0.026185 loss_vfl: 0.755716 loss_bbox: 0.278311 loss_dfl: 0.179097 loss: 1.204637 eta: 19:10:04 batch_cost: 2.0026 data_cost: 0.0023 ips: 23.9683 images/s [10/26 19:30:25] ppdet.engine INFO: Epoch: [242] [460/610] learning_rate: 0.026155 loss_vfl: 0.731581 loss_bbox: 0.254808 loss_dfl: 0.173524 loss: 1.152877 eta: 19:09:24 batch_cost: 1.9422 data_cost: 0.0012 ips: 24.7148 images/s [10/26 19:31:10] ppdet.engine INFO: Epoch: [242] [480/610] learning_rate: 0.026126 loss_vfl: 0.748826 loss_bbox: 0.255225 loss_dfl: 0.175473 loss: 1.165495 eta: 19:08:45 batch_cost: 2.0784 data_cost: 0.0010 ips: 23.0943 images/s [10/26 19:31:55] ppdet.engine INFO: Epoch: [242] [500/610] learning_rate: 0.026097 loss_vfl: 0.753490 loss_bbox: 0.278182 loss_dfl: 0.190744 loss: 1.212425 eta: 19:08:06 batch_cost: 1.9836 data_cost: 0.0010 ips: 24.1982 images/s [10/26 19:32:38] ppdet.engine INFO: Epoch: [242] [520/610] learning_rate: 0.026068 loss_vfl: 0.735888 loss_bbox: 0.272123 loss_dfl: 0.184259 loss: 1.214849 eta: 19:07:26 batch_cost: 1.9890 data_cost: 0.0011 ips: 24.1328 images/s [10/26 19:33:21] ppdet.engine INFO: Epoch: [242] [540/610] learning_rate: 0.026039 loss_vfl: 0.729240 loss_bbox: 0.239884 loss_dfl: 0.173055 loss: 1.132329 eta: 19:06:47 batch_cost: 1.9761 data_cost: 0.0020 ips: 24.2898 images/s [10/26 19:34:06] ppdet.engine INFO: Epoch: [242] [560/610] learning_rate: 0.026010 loss_vfl: 0.735120 loss_bbox: 0.240751 loss_dfl: 0.176574 loss: 1.141484 eta: 19:06:07 batch_cost: 2.0117 data_cost: 0.0011 ips: 23.8606 images/s [10/26 19:34:51] ppdet.engine INFO: Epoch: [242] [580/610] learning_rate: 0.025981 loss_vfl: 0.740242 loss_bbox: 0.268885 loss_dfl: 0.177304 loss: 1.192608 eta: 19:05:28 batch_cost: 2.0114 data_cost: 0.0011 ips: 23.8634 images/s [10/26 19:35:33] ppdet.engine INFO: Epoch: [242] [600/610] learning_rate: 0.025952 loss_vfl: 0.748054 loss_bbox: 0.271641 loss_dfl: 0.183355 loss: 1.204315 eta: 19:04:48 batch_cost: 1.9085 data_cost: 0.0011 ips: 25.1509 images/s [10/26 19:36:07] ppdet.engine INFO: Epoch: [243] [ 0/610] learning_rate: 0.025938 loss_vfl: 0.712070 loss_bbox: 0.263062 loss_dfl: 0.178326 loss: 1.195851 eta: 19:04:31 batch_cost: 2.3721 data_cost: 0.3859 ips: 20.2349 images/s [10/26 19:36:52] ppdet.engine INFO: Epoch: [243] [ 20/610] learning_rate: 0.025909 loss_vfl: 0.728211 loss_bbox: 0.252545 loss_dfl: 0.172809 loss: 1.151600 eta: 19:03:51 batch_cost: 2.0336 data_cost: 0.0012 ips: 23.6033 images/s [10/26 19:37:38] ppdet.engine INFO: Epoch: [243] [ 40/610] learning_rate: 0.025880 loss_vfl: 0.738265 loss_bbox: 0.261701 loss_dfl: 0.173843 loss: 1.187393 eta: 19:03:12 batch_cost: 2.0522 data_cost: 0.0018 ips: 23.3892 images/s [10/26 19:38:22] ppdet.engine INFO: Epoch: [243] [ 60/610] learning_rate: 0.025851 loss_vfl: 0.745564 loss_bbox: 0.251005 loss_dfl: 0.173645 loss: 1.172246 eta: 19:02:33 batch_cost: 1.9669 data_cost: 0.0023 ips: 24.4039 images/s [10/26 19:39:06] ppdet.engine INFO: Epoch: [243] [ 80/610] learning_rate: 0.025822 loss_vfl: 0.748541 loss_bbox: 0.249625 loss_dfl: 0.174523 loss: 1.141318 eta: 19:01:53 batch_cost: 1.9970 data_cost: 0.0011 ips: 24.0362 images/s [10/26 19:39:51] ppdet.engine INFO: Epoch: [243] [100/610] learning_rate: 0.025793 loss_vfl: 0.726833 loss_bbox: 0.256369 loss_dfl: 0.182834 loss: 1.166400 eta: 19:01:14 batch_cost: 2.0374 data_cost: 0.0016 ips: 23.5590 images/s [10/26 19:40:34] ppdet.engine INFO: Epoch: [243] [120/610] learning_rate: 0.025764 loss_vfl: 0.749118 loss_bbox: 0.271397 loss_dfl: 0.187736 loss: 1.202329 eta: 19:00:35 batch_cost: 1.9673 data_cost: 0.0010 ips: 24.3991 images/s [10/26 19:41:18] ppdet.engine INFO: Epoch: [243] [140/610] learning_rate: 0.025736 loss_vfl: 0.742104 loss_bbox: 0.268608 loss_dfl: 0.187999 loss: 1.193980 eta: 18:59:55 batch_cost: 1.9565 data_cost: 0.0010 ips: 24.5335 images/s [10/26 19:42:02] ppdet.engine INFO: Epoch: [243] [160/610] learning_rate: 0.025707 loss_vfl: 0.745546 loss_bbox: 0.262809 loss_dfl: 0.189748 loss: 1.214828 eta: 18:59:15 batch_cost: 1.9752 data_cost: 0.0012 ips: 24.3014 images/s [10/26 19:42:46] ppdet.engine INFO: Epoch: [243] [180/610] learning_rate: 0.025678 loss_vfl: 0.732126 loss_bbox: 0.268649 loss_dfl: 0.182647 loss: 1.209940 eta: 18:58:36 batch_cost: 2.0130 data_cost: 0.0012 ips: 23.8447 images/s [10/26 19:43:30] ppdet.engine INFO: Epoch: [243] [200/610] learning_rate: 0.025649 loss_vfl: 0.754482 loss_bbox: 0.269429 loss_dfl: 0.183541 loss: 1.216386 eta: 18:57:57 batch_cost: 1.9966 data_cost: 0.0012 ips: 24.0411 images/s [10/26 19:44:14] ppdet.engine INFO: Epoch: [243] [220/610] learning_rate: 0.025620 loss_vfl: 0.732944 loss_bbox: 0.261312 loss_dfl: 0.173472 loss: 1.166250 eta: 18:57:17 batch_cost: 2.0043 data_cost: 0.0014 ips: 23.9488 images/s [10/26 19:44:57] ppdet.engine INFO: Epoch: [243] [240/610] learning_rate: 0.025592 loss_vfl: 0.736405 loss_bbox: 0.280280 loss_dfl: 0.186161 loss: 1.186327 eta: 18:56:38 batch_cost: 1.9218 data_cost: 0.0011 ips: 24.9765 images/s [10/26 19:45:41] ppdet.engine INFO: Epoch: [243] [260/610] learning_rate: 0.025563 loss_vfl: 0.733120 loss_bbox: 0.257644 loss_dfl: 0.180364 loss: 1.176692 eta: 18:55:58 batch_cost: 1.9584 data_cost: 0.0017 ips: 24.5094 images/s [10/26 19:46:25] ppdet.engine INFO: Epoch: [243] [280/610] learning_rate: 0.025534 loss_vfl: 0.746310 loss_bbox: 0.265666 loss_dfl: 0.182334 loss: 1.185725 eta: 18:55:19 batch_cost: 2.0290 data_cost: 0.0011 ips: 23.6572 images/s [10/26 19:47:09] ppdet.engine INFO: Epoch: [243] [300/610] learning_rate: 0.025505 loss_vfl: 0.742778 loss_bbox: 0.256802 loss_dfl: 0.186570 loss: 1.215211 eta: 18:54:39 batch_cost: 1.9948 data_cost: 0.0011 ips: 24.0628 images/s [10/26 19:47:53] ppdet.engine INFO: Epoch: [243] [320/610] learning_rate: 0.025477 loss_vfl: 0.738031 loss_bbox: 0.247935 loss_dfl: 0.175777 loss: 1.160232 eta: 18:54:00 batch_cost: 2.0048 data_cost: 0.0011 ips: 23.9431 images/s [10/26 19:48:36] ppdet.engine INFO: Epoch: [243] [340/610] learning_rate: 0.025448 loss_vfl: 0.700654 loss_bbox: 0.258503 loss_dfl: 0.182111 loss: 1.157625 eta: 18:53:21 batch_cost: 1.9654 data_cost: 0.0011 ips: 24.4222 images/s [10/26 19:49:21] ppdet.engine INFO: Epoch: [243] [360/610] learning_rate: 0.025419 loss_vfl: 0.728141 loss_bbox: 0.285268 loss_dfl: 0.187531 loss: 1.205651 eta: 18:52:41 batch_cost: 2.0474 data_cost: 0.0011 ips: 23.4445 images/s [10/26 19:50:05] ppdet.engine INFO: Epoch: [243] [380/610] learning_rate: 0.025391 loss_vfl: 0.727700 loss_bbox: 0.265467 loss_dfl: 0.184768 loss: 1.180650 eta: 18:52:02 batch_cost: 2.0392 data_cost: 0.0011 ips: 23.5391 images/s [10/26 19:50:49] ppdet.engine INFO: Epoch: [243] [400/610] learning_rate: 0.025362 loss_vfl: 0.745670 loss_bbox: 0.277962 loss_dfl: 0.186633 loss: 1.211534 eta: 18:51:23 batch_cost: 1.9993 data_cost: 0.0011 ips: 24.0087 images/s [10/26 19:51:33] ppdet.engine INFO: Epoch: [243] [420/610] learning_rate: 0.025333 loss_vfl: 0.743764 loss_bbox: 0.269153 loss_dfl: 0.189250 loss: 1.206002 eta: 18:50:43 batch_cost: 1.9464 data_cost: 0.0018 ips: 24.6607 images/s [10/26 19:52:17] ppdet.engine INFO: Epoch: [243] [440/610] learning_rate: 0.025305 loss_vfl: 0.740601 loss_bbox: 0.262024 loss_dfl: 0.184550 loss: 1.159493 eta: 18:50:04 batch_cost: 1.9667 data_cost: 0.0011 ips: 24.4068 images/s [10/26 19:53:02] ppdet.engine INFO: Epoch: [243] [460/610] learning_rate: 0.025276 loss_vfl: 0.731381 loss_bbox: 0.258416 loss_dfl: 0.182694 loss: 1.157284 eta: 18:49:24 batch_cost: 2.0095 data_cost: 0.0012 ips: 23.8862 images/s [10/26 19:53:47] ppdet.engine INFO: Epoch: [243] [480/610] learning_rate: 0.025247 loss_vfl: 0.724489 loss_bbox: 0.266778 loss_dfl: 0.182445 loss: 1.188502 eta: 18:48:45 batch_cost: 2.0326 data_cost: 0.0011 ips: 23.6147 images/s [10/26 19:54:31] ppdet.engine INFO: Epoch: [243] [500/610] learning_rate: 0.025219 loss_vfl: 0.731490 loss_bbox: 0.263464 loss_dfl: 0.180105 loss: 1.171571 eta: 18:48:06 batch_cost: 1.9992 data_cost: 0.0011 ips: 24.0100 images/s [10/26 19:55:15] ppdet.engine INFO: Epoch: [243] [520/610] learning_rate: 0.025190 loss_vfl: 0.760935 loss_bbox: 0.264326 loss_dfl: 0.180392 loss: 1.215231 eta: 18:47:26 batch_cost: 1.9982 data_cost: 0.0011 ips: 24.0214 images/s [10/26 19:55:59] ppdet.engine INFO: Epoch: [243] [540/610] learning_rate: 0.025162 loss_vfl: 0.755140 loss_bbox: 0.269054 loss_dfl: 0.178783 loss: 1.209462 eta: 18:46:47 batch_cost: 1.9820 data_cost: 0.0011 ips: 24.2175 images/s [10/26 19:56:43] ppdet.engine INFO: Epoch: [243] [560/610] learning_rate: 0.025133 loss_vfl: 0.737639 loss_bbox: 0.257752 loss_dfl: 0.172616 loss: 1.144714 eta: 18:46:07 batch_cost: 1.9813 data_cost: 0.0018 ips: 24.2265 images/s [10/26 19:57:26] ppdet.engine INFO: Epoch: [243] [580/610] learning_rate: 0.025105 loss_vfl: 0.720483 loss_bbox: 0.260628 loss_dfl: 0.179934 loss: 1.175600 eta: 18:45:28 batch_cost: 1.9399 data_cost: 0.0011 ips: 24.7438 images/s [10/26 19:58:08] ppdet.engine INFO: Epoch: [243] [600/610] learning_rate: 0.025076 loss_vfl: 0.739436 loss_bbox: 0.280858 loss_dfl: 0.195033 loss: 1.204397 eta: 18:44:48 batch_cost: 1.9088 data_cost: 0.0012 ips: 25.1467 images/s [10/26 19:58:41] ppdet.engine INFO: Epoch: [244] [ 0/610] learning_rate: 0.025062 loss_vfl: 0.740522 loss_bbox: 0.261849 loss_dfl: 0.183390 loss: 1.182585 eta: 18:44:30 batch_cost: 2.3668 data_cost: 0.2984 ips: 20.2810 images/s [10/26 19:59:27] ppdet.engine INFO: Epoch: [244] [ 20/610] learning_rate: 0.025033 loss_vfl: 0.734683 loss_bbox: 0.258855 loss_dfl: 0.180853 loss: 1.183657 eta: 18:43:51 batch_cost: 2.0856 data_cost: 0.0019 ips: 23.0149 images/s [10/26 20:00:11] ppdet.engine INFO: Epoch: [244] [ 40/610] learning_rate: 0.025005 loss_vfl: 0.735284 loss_bbox: 0.262166 loss_dfl: 0.183014 loss: 1.176963 eta: 18:43:12 batch_cost: 2.0164 data_cost: 0.0011 ips: 23.8052 images/s [10/26 20:00:55] ppdet.engine INFO: Epoch: [244] [ 60/610] learning_rate: 0.024976 loss_vfl: 0.730743 loss_bbox: 0.258115 loss_dfl: 0.177088 loss: 1.193700 eta: 18:42:32 batch_cost: 1.9967 data_cost: 0.0011 ips: 24.0395 images/s [10/26 20:01:38] ppdet.engine INFO: Epoch: [244] [ 80/610] learning_rate: 0.024948 loss_vfl: 0.738500 loss_bbox: 0.262046 loss_dfl: 0.184741 loss: 1.187108 eta: 18:41:53 batch_cost: 1.9089 data_cost: 0.0011 ips: 25.1455 images/s [10/26 20:02:21] ppdet.engine INFO: Epoch: [244] [100/610] learning_rate: 0.024919 loss_vfl: 0.725395 loss_bbox: 0.243430 loss_dfl: 0.173247 loss: 1.157678 eta: 18:41:13 batch_cost: 1.9729 data_cost: 0.0011 ips: 24.3295 images/s [10/26 20:03:06] ppdet.engine INFO: Epoch: [244] [120/610] learning_rate: 0.024891 loss_vfl: 0.729892 loss_bbox: 0.271252 loss_dfl: 0.191237 loss: 1.215166 eta: 18:40:34 batch_cost: 1.9858 data_cost: 0.0012 ips: 24.1714 images/s [10/26 20:03:50] ppdet.engine INFO: Epoch: [244] [140/610] learning_rate: 0.024863 loss_vfl: 0.730946 loss_bbox: 0.269362 loss_dfl: 0.174127 loss: 1.166013 eta: 18:39:54 batch_cost: 1.9923 data_cost: 0.0010 ips: 24.0931 images/s [10/26 20:04:34] ppdet.engine INFO: Epoch: [244] [160/610] learning_rate: 0.024834 loss_vfl: 0.743749 loss_bbox: 0.270185 loss_dfl: 0.188463 loss: 1.192714 eta: 18:39:15 batch_cost: 1.9810 data_cost: 0.0011 ips: 24.2304 images/s [10/26 20:05:18] ppdet.engine INFO: Epoch: [244] [180/610] learning_rate: 0.024806 loss_vfl: 0.748666 loss_bbox: 0.258652 loss_dfl: 0.179464 loss: 1.203512 eta: 18:38:35 batch_cost: 1.9881 data_cost: 0.0010 ips: 24.1442 images/s [10/26 20:06:03] ppdet.engine INFO: Epoch: [244] [200/610] learning_rate: 0.024778 loss_vfl: 0.729621 loss_bbox: 0.258864 loss_dfl: 0.177515 loss: 1.185705 eta: 18:37:56 batch_cost: 1.9952 data_cost: 0.0012 ips: 24.0582 images/s [10/26 20:06:46] ppdet.engine INFO: Epoch: [244] [220/610] learning_rate: 0.024749 loss_vfl: 0.743106 loss_bbox: 0.257419 loss_dfl: 0.183572 loss: 1.184812 eta: 18:37:16 batch_cost: 1.9904 data_cost: 0.0011 ips: 24.1156 images/s [10/26 20:07:29] ppdet.engine INFO: Epoch: [244] [240/610] learning_rate: 0.024721 loss_vfl: 0.726477 loss_bbox: 0.264786 loss_dfl: 0.181068 loss: 1.175026 eta: 18:36:37 batch_cost: 1.9396 data_cost: 0.0011 ips: 24.7479 images/s [10/26 20:08:13] ppdet.engine INFO: Epoch: [244] [260/610] learning_rate: 0.024693 loss_vfl: 0.712643 loss_bbox: 0.285713 loss_dfl: 0.186842 loss: 1.205157 eta: 18:35:57 batch_cost: 2.0066 data_cost: 0.0015 ips: 23.9208 images/s [10/26 20:08:58] ppdet.engine INFO: Epoch: [244] [280/610] learning_rate: 0.024664 loss_vfl: 0.722017 loss_bbox: 0.283087 loss_dfl: 0.192617 loss: 1.206677 eta: 18:35:18 batch_cost: 2.0185 data_cost: 0.0011 ips: 23.7804 images/s [10/26 20:09:42] ppdet.engine INFO: Epoch: [244] [300/610] learning_rate: 0.024636 loss_vfl: 0.729225 loss_bbox: 0.280990 loss_dfl: 0.183246 loss: 1.206665 eta: 18:34:39 batch_cost: 1.9988 data_cost: 0.0011 ips: 24.0141 images/s [10/26 20:10:26] ppdet.engine INFO: Epoch: [244] [320/610] learning_rate: 0.024608 loss_vfl: 0.729790 loss_bbox: 0.268324 loss_dfl: 0.187902 loss: 1.181548 eta: 18:33:59 batch_cost: 1.9533 data_cost: 0.0057 ips: 24.5734 images/s [10/26 20:11:09] ppdet.engine INFO: Epoch: [244] [340/610] learning_rate: 0.024579 loss_vfl: 0.747501 loss_bbox: 0.260757 loss_dfl: 0.181420 loss: 1.201347 eta: 18:33:19 batch_cost: 1.9472 data_cost: 0.0011 ips: 24.6512 images/s [10/26 20:11:53] ppdet.engine INFO: Epoch: [244] [360/610] learning_rate: 0.024551 loss_vfl: 0.727818 loss_bbox: 0.263590 loss_dfl: 0.179279 loss: 1.183479 eta: 18:32:40 batch_cost: 2.0026 data_cost: 0.0011 ips: 23.9687 images/s [10/26 20:12:37] ppdet.engine INFO: Epoch: [244] [380/610] learning_rate: 0.024523 loss_vfl: 0.711874 loss_bbox: 0.264121 loss_dfl: 0.186489 loss: 1.163292 eta: 18:32:01 batch_cost: 1.9565 data_cost: 0.0011 ips: 24.5334 images/s [10/26 20:13:20] ppdet.engine INFO: Epoch: [244] [400/610] learning_rate: 0.024495 loss_vfl: 0.736111 loss_bbox: 0.251667 loss_dfl: 0.179677 loss: 1.173489 eta: 18:31:21 batch_cost: 1.9649 data_cost: 0.0011 ips: 24.4292 images/s [10/26 20:14:04] ppdet.engine INFO: Epoch: [244] [420/610] learning_rate: 0.024467 loss_vfl: 0.732456 loss_bbox: 0.271348 loss_dfl: 0.187536 loss: 1.193033 eta: 18:30:41 batch_cost: 1.9781 data_cost: 0.0011 ips: 24.2658 images/s [10/26 20:14:48] ppdet.engine INFO: Epoch: [244] [440/610] learning_rate: 0.024438 loss_vfl: 0.724439 loss_bbox: 0.266476 loss_dfl: 0.180895 loss: 1.171599 eta: 18:30:02 batch_cost: 1.9819 data_cost: 0.0011 ips: 24.2195 images/s [10/26 20:15:30] ppdet.engine INFO: Epoch: [244] [460/610] learning_rate: 0.024410 loss_vfl: 0.734942 loss_bbox: 0.263898 loss_dfl: 0.181354 loss: 1.199964 eta: 18:29:22 batch_cost: 1.8950 data_cost: 0.0011 ips: 25.3304 images/s [10/26 20:16:13] ppdet.engine INFO: Epoch: [244] [480/610] learning_rate: 0.024382 loss_vfl: 0.741045 loss_bbox: 0.263405 loss_dfl: 0.181538 loss: 1.177692 eta: 18:28:43 batch_cost: 1.9655 data_cost: 0.0011 ips: 24.4212 images/s [10/26 20:16:57] ppdet.engine INFO: Epoch: [244] [500/610] learning_rate: 0.024354 loss_vfl: 0.737235 loss_bbox: 0.244870 loss_dfl: 0.176614 loss: 1.148145 eta: 18:28:03 batch_cost: 1.9739 data_cost: 0.0010 ips: 24.3175 images/s [10/26 20:17:42] ppdet.engine INFO: Epoch: [244] [520/610] learning_rate: 0.024326 loss_vfl: 0.746084 loss_bbox: 0.289712 loss_dfl: 0.185931 loss: 1.223869 eta: 18:27:24 batch_cost: 2.0055 data_cost: 0.0017 ips: 23.9345 images/s [10/26 20:18:25] ppdet.engine INFO: Epoch: [244] [540/610] learning_rate: 0.024298 loss_vfl: 0.745613 loss_bbox: 0.247309 loss_dfl: 0.178318 loss: 1.180129 eta: 18:26:44 batch_cost: 1.9521 data_cost: 0.0011 ips: 24.5893 images/s [10/26 20:19:08] ppdet.engine INFO: Epoch: [244] [560/610] learning_rate: 0.024270 loss_vfl: 0.752000 loss_bbox: 0.249631 loss_dfl: 0.172560 loss: 1.173023 eta: 18:26:05 batch_cost: 1.9622 data_cost: 0.0010 ips: 24.4628 images/s [10/26 20:19:52] ppdet.engine INFO: Epoch: [244] [580/610] learning_rate: 0.024242 loss_vfl: 0.736076 loss_bbox: 0.273945 loss_dfl: 0.189141 loss: 1.198882 eta: 18:25:25 batch_cost: 2.0132 data_cost: 0.0010 ips: 23.8430 images/s [10/26 20:20:34] ppdet.engine INFO: Epoch: [244] [600/610] learning_rate: 0.024213 loss_vfl: 0.725251 loss_bbox: 0.251726 loss_dfl: 0.172977 loss: 1.180027 eta: 18:24:45 batch_cost: 1.9293 data_cost: 0.0011 ips: 24.8796 images/s [10/26 20:21:08] ppdet.engine INFO: Epoch: [245] [ 0/610] learning_rate: 0.024199 loss_vfl: 0.723732 loss_bbox: 0.259893 loss_dfl: 0.180149 loss: 1.196993 eta: 18:24:28 batch_cost: 2.3699 data_cost: 0.1443 ips: 20.2542 images/s [10/26 20:21:53] ppdet.engine INFO: Epoch: [245] [ 20/610] learning_rate: 0.024171 loss_vfl: 0.745747 loss_bbox: 0.248979 loss_dfl: 0.173197 loss: 1.181303 eta: 18:23:49 batch_cost: 2.0578 data_cost: 0.0012 ips: 23.3255 images/s [10/26 20:22:37] ppdet.engine INFO: Epoch: [245] [ 40/610] learning_rate: 0.024143 loss_vfl: 0.745165 loss_bbox: 0.262354 loss_dfl: 0.181507 loss: 1.198917 eta: 18:23:09 batch_cost: 1.9905 data_cost: 0.0011 ips: 24.1145 images/s [10/26 20:23:22] ppdet.engine INFO: Epoch: [245] [ 60/610] learning_rate: 0.024115 loss_vfl: 0.717333 loss_bbox: 0.276426 loss_dfl: 0.188060 loss: 1.178504 eta: 18:22:30 batch_cost: 2.0175 data_cost: 0.0012 ips: 23.7918 images/s [10/26 20:24:06] ppdet.engine INFO: Epoch: [245] [ 80/610] learning_rate: 0.024087 loss_vfl: 0.736853 loss_bbox: 0.247649 loss_dfl: 0.178542 loss: 1.169328 eta: 18:21:51 batch_cost: 1.9785 data_cost: 0.0012 ips: 24.2602 images/s [10/26 20:24:50] ppdet.engine INFO: Epoch: [245] [100/610] learning_rate: 0.024059 loss_vfl: 0.738428 loss_bbox: 0.275452 loss_dfl: 0.182533 loss: 1.185600 eta: 18:21:11 batch_cost: 2.0128 data_cost: 0.0011 ips: 23.8476 images/s [10/26 20:25:34] ppdet.engine INFO: Epoch: [245] [120/610] learning_rate: 0.024031 loss_vfl: 0.740051 loss_bbox: 0.251140 loss_dfl: 0.168650 loss: 1.158248 eta: 18:20:32 batch_cost: 1.9775 data_cost: 0.0011 ips: 24.2732 images/s [10/26 20:26:19] ppdet.engine INFO: Epoch: [245] [140/610] learning_rate: 0.024003 loss_vfl: 0.743331 loss_bbox: 0.264333 loss_dfl: 0.176963 loss: 1.172552 eta: 18:19:52 batch_cost: 1.9881 data_cost: 0.0011 ips: 24.1440 images/s [10/26 20:27:02] ppdet.engine INFO: Epoch: [245] [160/610] learning_rate: 0.023975 loss_vfl: 0.726027 loss_bbox: 0.253256 loss_dfl: 0.174601 loss: 1.167075 eta: 18:19:13 batch_cost: 2.0025 data_cost: 0.0011 ips: 23.9701 images/s [10/26 20:27:47] ppdet.engine INFO: Epoch: [245] [180/610] learning_rate: 0.023948 loss_vfl: 0.710418 loss_bbox: 0.252262 loss_dfl: 0.178862 loss: 1.121189 eta: 18:18:34 batch_cost: 2.0320 data_cost: 0.0010 ips: 23.6226 images/s [10/26 20:28:32] ppdet.engine INFO: Epoch: [245] [200/610] learning_rate: 0.023920 loss_vfl: 0.755158 loss_bbox: 0.242480 loss_dfl: 0.172645 loss: 1.168346 eta: 18:17:54 batch_cost: 2.0329 data_cost: 0.0010 ips: 23.6115 images/s [10/26 20:29:16] ppdet.engine INFO: Epoch: [245] [220/610] learning_rate: 0.023892 loss_vfl: 0.728409 loss_bbox: 0.252778 loss_dfl: 0.178322 loss: 1.166754 eta: 18:17:15 batch_cost: 2.0143 data_cost: 0.0011 ips: 23.8291 images/s [10/26 20:30:01] ppdet.engine INFO: Epoch: [245] [240/610] learning_rate: 0.023864 loss_vfl: 0.731330 loss_bbox: 0.250323 loss_dfl: 0.172614 loss: 1.150349 eta: 18:16:36 batch_cost: 2.0574 data_cost: 0.0012 ips: 23.3304 images/s [10/26 20:30:45] ppdet.engine INFO: Epoch: [245] [260/610] learning_rate: 0.023836 loss_vfl: 0.721176 loss_bbox: 0.246280 loss_dfl: 0.174482 loss: 1.151616 eta: 18:15:56 batch_cost: 1.9916 data_cost: 0.0010 ips: 24.1015 images/s [10/26 20:31:29] ppdet.engine INFO: Epoch: [245] [280/610] learning_rate: 0.023808 loss_vfl: 0.733968 loss_bbox: 0.254371 loss_dfl: 0.178283 loss: 1.164567 eta: 18:15:17 batch_cost: 1.9836 data_cost: 0.0017 ips: 24.1988 images/s [10/26 20:32:13] ppdet.engine INFO: Epoch: [245] [300/610] learning_rate: 0.023780 loss_vfl: 0.746433 loss_bbox: 0.265294 loss_dfl: 0.181401 loss: 1.191218 eta: 18:14:38 batch_cost: 2.0044 data_cost: 0.0011 ips: 23.9473 images/s [10/26 20:32:57] ppdet.engine INFO: Epoch: [245] [320/610] learning_rate: 0.023753 loss_vfl: 0.727058 loss_bbox: 0.254825 loss_dfl: 0.174118 loss: 1.161952 eta: 18:13:58 batch_cost: 1.9910 data_cost: 0.0010 ips: 24.1082 images/s [10/26 20:33:41] ppdet.engine INFO: Epoch: [245] [340/610] learning_rate: 0.023725 loss_vfl: 0.730857 loss_bbox: 0.245671 loss_dfl: 0.174883 loss: 1.148016 eta: 18:13:19 batch_cost: 1.9895 data_cost: 0.0011 ips: 24.1270 images/s [10/26 20:34:25] ppdet.engine INFO: Epoch: [245] [360/610] learning_rate: 0.023697 loss_vfl: 0.741554 loss_bbox: 0.272072 loss_dfl: 0.176192 loss: 1.199129 eta: 18:12:39 batch_cost: 1.9993 data_cost: 0.0011 ips: 24.0080 images/s [10/26 20:35:09] ppdet.engine INFO: Epoch: [245] [380/610] learning_rate: 0.023669 loss_vfl: 0.732205 loss_bbox: 0.225705 loss_dfl: 0.163145 loss: 1.124900 eta: 18:12:00 batch_cost: 2.0098 data_cost: 0.0012 ips: 23.8831 images/s [10/26 20:35:53] ppdet.engine INFO: Epoch: [245] [400/610] learning_rate: 0.023641 loss_vfl: 0.739772 loss_bbox: 0.264417 loss_dfl: 0.180014 loss: 1.196313 eta: 18:11:21 batch_cost: 2.0112 data_cost: 0.0011 ips: 23.8667 images/s [10/26 20:36:38] ppdet.engine INFO: Epoch: [245] [420/610] learning_rate: 0.023614 loss_vfl: 0.731749 loss_bbox: 0.267375 loss_dfl: 0.185177 loss: 1.204261 eta: 18:10:41 batch_cost: 2.0449 data_cost: 0.0011 ips: 23.4730 images/s [10/26 20:37:23] ppdet.engine INFO: Epoch: [245] [440/610] learning_rate: 0.023586 loss_vfl: 0.727453 loss_bbox: 0.267912 loss_dfl: 0.177413 loss: 1.167777 eta: 18:10:02 batch_cost: 2.0716 data_cost: 0.0011 ips: 23.1710 images/s [10/26 20:38:07] ppdet.engine INFO: Epoch: [245] [460/610] learning_rate: 0.023558 loss_vfl: 0.726502 loss_bbox: 0.240443 loss_dfl: 0.168522 loss: 1.149951 eta: 18:09:23 batch_cost: 2.0137 data_cost: 0.0011 ips: 23.8372 images/s [10/26 20:38:51] ppdet.engine INFO: Epoch: [245] [480/610] learning_rate: 0.023530 loss_vfl: 0.731019 loss_bbox: 0.281947 loss_dfl: 0.191185 loss: 1.214316 eta: 18:08:43 batch_cost: 1.9668 data_cost: 0.0011 ips: 24.4052 images/s [10/26 20:39:35] ppdet.engine INFO: Epoch: [245] [500/610] learning_rate: 0.023503 loss_vfl: 0.750766 loss_bbox: 0.276243 loss_dfl: 0.188346 loss: 1.218509 eta: 18:08:04 batch_cost: 1.9604 data_cost: 0.0011 ips: 24.4845 images/s [10/26 20:40:19] ppdet.engine INFO: Epoch: [245] [520/610] learning_rate: 0.023475 loss_vfl: 0.738634 loss_bbox: 0.241997 loss_dfl: 0.171091 loss: 1.143869 eta: 18:07:24 batch_cost: 1.9866 data_cost: 0.0010 ips: 24.1616 images/s [10/26 20:41:04] ppdet.engine INFO: Epoch: [245] [540/610] learning_rate: 0.023447 loss_vfl: 0.737690 loss_bbox: 0.246693 loss_dfl: 0.174201 loss: 1.184009 eta: 18:06:45 batch_cost: 2.0254 data_cost: 0.0017 ips: 23.6990 images/s [10/26 20:41:48] ppdet.engine INFO: Epoch: [245] [560/610] learning_rate: 0.023420 loss_vfl: 0.740012 loss_bbox: 0.267651 loss_dfl: 0.181409 loss: 1.168651 eta: 18:06:06 batch_cost: 1.9818 data_cost: 0.0011 ips: 24.2209 images/s [10/26 20:42:33] ppdet.engine INFO: Epoch: [245] [580/610] learning_rate: 0.023392 loss_vfl: 0.734400 loss_bbox: 0.287298 loss_dfl: 0.187438 loss: 1.197820 eta: 18:05:26 batch_cost: 2.0267 data_cost: 0.0011 ips: 23.6842 images/s [10/26 20:43:17] ppdet.engine INFO: Epoch: [245] [600/610] learning_rate: 0.023365 loss_vfl: 0.732154 loss_bbox: 0.257432 loss_dfl: 0.178788 loss: 1.154829 eta: 18:04:47 batch_cost: 1.9708 data_cost: 0.0012 ips: 24.3558 images/s [10/26 20:43:50] ppdet.engine INFO: Epoch: [246] [ 0/610] learning_rate: 0.023351 loss_vfl: 0.725793 loss_bbox: 0.256435 loss_dfl: 0.179068 loss: 1.163603 eta: 18:04:29 batch_cost: 2.4133 data_cost: 0.1837 ips: 19.8895 images/s [10/26 20:44:36] ppdet.engine INFO: Epoch: [246] [ 20/610] learning_rate: 0.023323 loss_vfl: 0.719400 loss_bbox: 0.248368 loss_dfl: 0.179182 loss: 1.170148 eta: 18:03:50 batch_cost: 2.0629 data_cost: 0.0022 ips: 23.2679 images/s [10/26 20:45:20] ppdet.engine INFO: Epoch: [246] [ 40/610] learning_rate: 0.023296 loss_vfl: 0.722135 loss_bbox: 0.266776 loss_dfl: 0.184634 loss: 1.171493 eta: 18:03:11 batch_cost: 2.0074 data_cost: 0.0011 ips: 23.9114 images/s [10/26 20:46:03] ppdet.engine INFO: Epoch: [246] [ 60/610] learning_rate: 0.023268 loss_vfl: 0.723381 loss_bbox: 0.254813 loss_dfl: 0.178681 loss: 1.145954 eta: 18:02:31 batch_cost: 1.9565 data_cost: 0.0011 ips: 24.5339 images/s [10/26 20:46:48] ppdet.engine INFO: Epoch: [246] [ 80/610] learning_rate: 0.023241 loss_vfl: 0.717901 loss_bbox: 0.243928 loss_dfl: 0.177752 loss: 1.153168 eta: 18:01:52 batch_cost: 1.9996 data_cost: 0.0011 ips: 24.0053 images/s [10/26 20:47:31] ppdet.engine INFO: Epoch: [246] [100/610] learning_rate: 0.023213 loss_vfl: 0.722752 loss_bbox: 0.249253 loss_dfl: 0.182944 loss: 1.189104 eta: 18:01:12 batch_cost: 1.9463 data_cost: 0.0011 ips: 24.6626 images/s [10/26 20:48:15] ppdet.engine INFO: Epoch: [246] [120/610] learning_rate: 0.023186 loss_vfl: 0.742507 loss_bbox: 0.268943 loss_dfl: 0.186441 loss: 1.201341 eta: 18:00:33 batch_cost: 1.9955 data_cost: 0.0011 ips: 24.0541 images/s [10/26 20:48:59] ppdet.engine INFO: Epoch: [246] [140/610] learning_rate: 0.023158 loss_vfl: 0.733925 loss_bbox: 0.278795 loss_dfl: 0.185919 loss: 1.189786 eta: 17:59:53 batch_cost: 1.9876 data_cost: 0.0011 ips: 24.1496 images/s [10/26 20:49:43] ppdet.engine INFO: Epoch: [246] [160/610] learning_rate: 0.023131 loss_vfl: 0.710169 loss_bbox: 0.254942 loss_dfl: 0.176258 loss: 1.143620 eta: 17:59:14 batch_cost: 1.9903 data_cost: 0.0011 ips: 24.1171 images/s [10/26 20:50:28] ppdet.engine INFO: Epoch: [246] [180/610] learning_rate: 0.023103 loss_vfl: 0.752617 loss_bbox: 0.282518 loss_dfl: 0.189984 loss: 1.216939 eta: 17:58:34 batch_cost: 1.9968 data_cost: 0.0011 ips: 24.0390 images/s [10/26 20:51:13] ppdet.engine INFO: Epoch: [246] [200/610] learning_rate: 0.023076 loss_vfl: 0.722288 loss_bbox: 0.257955 loss_dfl: 0.185580 loss: 1.157968 eta: 17:57:55 batch_cost: 2.0561 data_cost: 0.0011 ips: 23.3449 images/s [10/26 20:51:58] ppdet.engine INFO: Epoch: [246] [220/610] learning_rate: 0.023048 loss_vfl: 0.741489 loss_bbox: 0.273858 loss_dfl: 0.190694 loss: 1.198796 eta: 17:57:16 batch_cost: 2.0241 data_cost: 0.0011 ips: 23.7148 images/s [10/26 20:52:42] ppdet.engine INFO: Epoch: [246] [240/610] learning_rate: 0.023021 loss_vfl: 0.720642 loss_bbox: 0.267147 loss_dfl: 0.181698 loss: 1.156729 eta: 17:56:37 batch_cost: 2.0202 data_cost: 0.0011 ips: 23.7598 images/s [10/26 20:53:26] ppdet.engine INFO: Epoch: [246] [260/610] learning_rate: 0.022993 loss_vfl: 0.729451 loss_bbox: 0.245692 loss_dfl: 0.170698 loss: 1.156555 eta: 17:55:57 batch_cost: 1.9797 data_cost: 0.0011 ips: 24.2459 images/s [10/26 20:54:10] ppdet.engine INFO: Epoch: [246] [280/610] learning_rate: 0.022966 loss_vfl: 0.741367 loss_bbox: 0.259005 loss_dfl: 0.181928 loss: 1.180599 eta: 17:55:18 batch_cost: 1.9888 data_cost: 0.0012 ips: 24.1347 images/s [10/26 20:54:54] ppdet.engine INFO: Epoch: [246] [300/610] learning_rate: 0.022939 loss_vfl: 0.747696 loss_bbox: 0.253316 loss_dfl: 0.179406 loss: 1.186239 eta: 17:54:38 batch_cost: 1.9906 data_cost: 0.0011 ips: 24.1129 images/s [10/26 20:55:39] ppdet.engine INFO: Epoch: [246] [320/610] learning_rate: 0.022911 loss_vfl: 0.734909 loss_bbox: 0.244177 loss_dfl: 0.175789 loss: 1.150446 eta: 17:53:59 batch_cost: 2.0230 data_cost: 0.0012 ips: 23.7267 images/s [10/26 20:56:24] ppdet.engine INFO: Epoch: [246] [340/610] learning_rate: 0.022884 loss_vfl: 0.743392 loss_bbox: 0.270193 loss_dfl: 0.190236 loss: 1.215755 eta: 17:53:20 batch_cost: 2.0226 data_cost: 0.0011 ips: 23.7320 images/s [10/26 20:57:08] ppdet.engine INFO: Epoch: [246] [360/610] learning_rate: 0.022857 loss_vfl: 0.735572 loss_bbox: 0.256602 loss_dfl: 0.181234 loss: 1.181852 eta: 17:52:40 batch_cost: 1.9912 data_cost: 0.0011 ips: 24.1055 images/s [10/26 20:57:52] ppdet.engine INFO: Epoch: [246] [380/610] learning_rate: 0.022829 loss_vfl: 0.730184 loss_bbox: 0.265992 loss_dfl: 0.174740 loss: 1.170374 eta: 17:52:01 batch_cost: 2.0004 data_cost: 0.0011 ips: 23.9954 images/s [10/26 20:58:36] ppdet.engine INFO: Epoch: [246] [400/610] learning_rate: 0.022802 loss_vfl: 0.738574 loss_bbox: 0.256280 loss_dfl: 0.176601 loss: 1.164451 eta: 17:51:21 batch_cost: 1.9943 data_cost: 0.0010 ips: 24.0682 images/s [10/26 20:59:20] ppdet.engine INFO: Epoch: [246] [420/610] learning_rate: 0.022775 loss_vfl: 0.721193 loss_bbox: 0.252491 loss_dfl: 0.176494 loss: 1.176945 eta: 17:50:42 batch_cost: 1.9811 data_cost: 0.0018 ips: 24.2292 images/s [10/26 21:00:04] ppdet.engine INFO: Epoch: [246] [440/610] learning_rate: 0.022747 loss_vfl: 0.723571 loss_bbox: 0.264318 loss_dfl: 0.188273 loss: 1.179097 eta: 17:50:02 batch_cost: 1.9891 data_cost: 0.0011 ips: 24.1321 images/s [10/26 21:00:48] ppdet.engine INFO: Epoch: [246] [460/610] learning_rate: 0.022720 loss_vfl: 0.742214 loss_bbox: 0.270188 loss_dfl: 0.185308 loss: 1.185938 eta: 17:49:23 batch_cost: 2.0062 data_cost: 0.0011 ips: 23.9256 images/s [10/26 21:01:32] ppdet.engine INFO: Epoch: [246] [480/610] learning_rate: 0.022693 loss_vfl: 0.747868 loss_bbox: 0.281011 loss_dfl: 0.187178 loss: 1.211348 eta: 17:48:43 batch_cost: 1.9373 data_cost: 0.0011 ips: 24.7766 images/s [10/26 21:02:16] ppdet.engine INFO: Epoch: [246] [500/610] learning_rate: 0.022666 loss_vfl: 0.740689 loss_bbox: 0.264091 loss_dfl: 0.182413 loss: 1.185291 eta: 17:48:04 batch_cost: 1.9831 data_cost: 0.0012 ips: 24.2048 images/s [10/26 21:03:00] ppdet.engine INFO: Epoch: [246] [520/610] learning_rate: 0.022638 loss_vfl: 0.735166 loss_bbox: 0.247304 loss_dfl: 0.171781 loss: 1.149436 eta: 17:47:24 batch_cost: 2.0034 data_cost: 0.0011 ips: 23.9588 images/s [10/26 21:03:44] ppdet.engine INFO: Epoch: [246] [540/610] learning_rate: 0.022611 loss_vfl: 0.730157 loss_bbox: 0.255670 loss_dfl: 0.175844 loss: 1.169348 eta: 17:46:45 batch_cost: 1.9801 data_cost: 0.0011 ips: 24.2416 images/s [10/26 21:04:28] ppdet.engine INFO: Epoch: [246] [560/610] learning_rate: 0.022584 loss_vfl: 0.727888 loss_bbox: 0.279070 loss_dfl: 0.186456 loss: 1.204930 eta: 17:46:06 batch_cost: 2.0231 data_cost: 0.0010 ips: 23.7262 images/s [10/26 21:05:12] ppdet.engine INFO: Epoch: [246] [580/610] learning_rate: 0.022557 loss_vfl: 0.738295 loss_bbox: 0.287309 loss_dfl: 0.184514 loss: 1.188904 eta: 17:45:26 batch_cost: 1.9872 data_cost: 0.0013 ips: 24.1548 images/s [10/26 21:05:55] ppdet.engine INFO: Epoch: [246] [600/610] learning_rate: 0.022530 loss_vfl: 0.726216 loss_bbox: 0.259438 loss_dfl: 0.173518 loss: 1.164765 eta: 17:44:46 batch_cost: 1.9239 data_cost: 0.0011 ips: 24.9495 images/s [10/26 21:06:27] ppdet.engine INFO: Epoch: [247] [ 0/610] learning_rate: 0.022516 loss_vfl: 0.745028 loss_bbox: 0.260125 loss_dfl: 0.181707 loss: 1.190774 eta: 17:44:28 batch_cost: 2.3171 data_cost: 0.2438 ips: 20.7159 images/s [10/26 21:07:14] ppdet.engine INFO: Epoch: [247] [ 20/610] learning_rate: 0.022489 loss_vfl: 0.724376 loss_bbox: 0.259138 loss_dfl: 0.180373 loss: 1.165186 eta: 17:43:49 batch_cost: 2.1093 data_cost: 0.0012 ips: 22.7561 images/s [10/26 21:07:58] ppdet.engine INFO: Epoch: [247] [ 40/610] learning_rate: 0.022462 loss_vfl: 0.730142 loss_bbox: 0.264638 loss_dfl: 0.187122 loss: 1.189442 eta: 17:43:10 batch_cost: 2.0410 data_cost: 0.0011 ips: 23.5185 images/s [10/26 21:08:43] ppdet.engine INFO: Epoch: [247] [ 60/610] learning_rate: 0.022435 loss_vfl: 0.730817 loss_bbox: 0.255446 loss_dfl: 0.173088 loss: 1.159983 eta: 17:42:31 batch_cost: 2.0063 data_cost: 0.0011 ips: 23.9247 images/s [10/26 21:09:26] ppdet.engine INFO: Epoch: [247] [ 80/610] learning_rate: 0.022408 loss_vfl: 0.729579 loss_bbox: 0.256927 loss_dfl: 0.177165 loss: 1.161368 eta: 17:41:51 batch_cost: 1.9887 data_cost: 0.0011 ips: 24.1361 images/s [10/26 21:10:11] ppdet.engine INFO: Epoch: [247] [100/610] learning_rate: 0.022381 loss_vfl: 0.732844 loss_bbox: 0.280733 loss_dfl: 0.185888 loss: 1.210963 eta: 17:41:12 batch_cost: 2.0233 data_cost: 0.0011 ips: 23.7240 images/s [10/26 21:10:56] ppdet.engine INFO: Epoch: [247] [120/610] learning_rate: 0.022354 loss_vfl: 0.738344 loss_bbox: 0.274999 loss_dfl: 0.188263 loss: 1.198277 eta: 17:40:33 batch_cost: 2.0012 data_cost: 0.0010 ips: 23.9857 images/s [10/26 21:11:39] ppdet.engine INFO: Epoch: [247] [140/610] learning_rate: 0.022326 loss_vfl: 0.719800 loss_bbox: 0.250400 loss_dfl: 0.175917 loss: 1.160397 eta: 17:39:53 batch_cost: 1.9535 data_cost: 0.0011 ips: 24.5712 images/s [10/26 21:12:23] ppdet.engine INFO: Epoch: [247] [160/610] learning_rate: 0.022299 loss_vfl: 0.736962 loss_bbox: 0.282432 loss_dfl: 0.179187 loss: 1.199942 eta: 17:39:14 batch_cost: 2.0244 data_cost: 0.0011 ips: 23.7103 images/s [10/26 21:13:07] ppdet.engine INFO: Epoch: [247] [180/610] learning_rate: 0.022272 loss_vfl: 0.749688 loss_bbox: 0.267409 loss_dfl: 0.183177 loss: 1.185247 eta: 17:38:34 batch_cost: 1.9865 data_cost: 0.0011 ips: 24.1631 images/s [10/26 21:13:53] ppdet.engine INFO: Epoch: [247] [200/610] learning_rate: 0.022245 loss_vfl: 0.727829 loss_bbox: 0.259421 loss_dfl: 0.180550 loss: 1.193633 eta: 17:37:55 batch_cost: 2.0174 data_cost: 0.0040 ips: 23.7936 images/s [10/26 21:14:38] ppdet.engine INFO: Epoch: [247] [220/610] learning_rate: 0.022218 loss_vfl: 0.733252 loss_bbox: 0.259792 loss_dfl: 0.183675 loss: 1.203967 eta: 17:37:16 batch_cost: 2.0417 data_cost: 0.0011 ips: 23.5096 images/s [10/26 21:15:22] ppdet.engine INFO: Epoch: [247] [240/610] learning_rate: 0.022192 loss_vfl: 0.747732 loss_bbox: 0.269388 loss_dfl: 0.180249 loss: 1.186432 eta: 17:36:36 batch_cost: 1.9950 data_cost: 0.0011 ips: 24.0605 images/s [10/26 21:16:06] ppdet.engine INFO: Epoch: [247] [260/610] learning_rate: 0.022165 loss_vfl: 0.745807 loss_bbox: 0.245867 loss_dfl: 0.176509 loss: 1.170125 eta: 17:35:57 batch_cost: 1.9928 data_cost: 0.0010 ips: 24.0872 images/s [10/26 21:16:50] ppdet.engine INFO: Epoch: [247] [280/610] learning_rate: 0.022138 loss_vfl: 0.729488 loss_bbox: 0.253996 loss_dfl: 0.175559 loss: 1.168021 eta: 17:35:18 batch_cost: 2.0091 data_cost: 0.0011 ips: 23.8914 images/s [10/26 21:17:34] ppdet.engine INFO: Epoch: [247] [300/610] learning_rate: 0.022111 loss_vfl: 0.732911 loss_bbox: 0.261712 loss_dfl: 0.174704 loss: 1.169208 eta: 17:34:38 batch_cost: 1.9826 data_cost: 0.0011 ips: 24.2101 images/s [10/26 21:18:19] ppdet.engine INFO: Epoch: [247] [320/610] learning_rate: 0.022084 loss_vfl: 0.746970 loss_bbox: 0.283015 loss_dfl: 0.184506 loss: 1.207839 eta: 17:33:59 batch_cost: 2.0226 data_cost: 0.0012 ips: 23.7313 images/s [10/26 21:19:04] ppdet.engine INFO: Epoch: [247] [340/610] learning_rate: 0.022057 loss_vfl: 0.717525 loss_bbox: 0.270211 loss_dfl: 0.182344 loss: 1.157570 eta: 17:33:19 batch_cost: 2.0368 data_cost: 0.0011 ips: 23.5666 images/s [10/26 21:19:47] ppdet.engine INFO: Epoch: [247] [360/610] learning_rate: 0.022030 loss_vfl: 0.735314 loss_bbox: 0.264118 loss_dfl: 0.180657 loss: 1.171365 eta: 17:32:40 batch_cost: 1.9464 data_cost: 0.0018 ips: 24.6609 images/s [10/26 21:20:31] ppdet.engine INFO: Epoch: [247] [380/610] learning_rate: 0.022003 loss_vfl: 0.734273 loss_bbox: 0.263568 loss_dfl: 0.183005 loss: 1.175580 eta: 17:32:00 batch_cost: 1.9606 data_cost: 0.0011 ips: 24.4822 images/s [10/26 21:21:15] ppdet.engine INFO: Epoch: [247] [400/610] learning_rate: 0.021976 loss_vfl: 0.716400 loss_bbox: 0.249712 loss_dfl: 0.176944 loss: 1.178454 eta: 17:31:21 batch_cost: 1.9742 data_cost: 0.0011 ips: 24.3134 images/s [10/26 21:21:58] ppdet.engine INFO: Epoch: [247] [420/610] learning_rate: 0.021949 loss_vfl: 0.743691 loss_bbox: 0.273150 loss_dfl: 0.185229 loss: 1.210505 eta: 17:30:41 batch_cost: 1.9328 data_cost: 0.0014 ips: 24.8350 images/s [10/26 21:22:41] ppdet.engine INFO: Epoch: [247] [440/610] learning_rate: 0.021923 loss_vfl: 0.720542 loss_bbox: 0.258194 loss_dfl: 0.182599 loss: 1.173584 eta: 17:30:01 batch_cost: 1.9473 data_cost: 0.0011 ips: 24.6489 images/s [10/26 21:23:26] ppdet.engine INFO: Epoch: [247] [460/610] learning_rate: 0.021896 loss_vfl: 0.723711 loss_bbox: 0.242678 loss_dfl: 0.179873 loss: 1.155925 eta: 17:29:22 batch_cost: 2.0392 data_cost: 0.0011 ips: 23.5391 images/s [10/26 21:24:10] ppdet.engine INFO: Epoch: [247] [480/610] learning_rate: 0.021869 loss_vfl: 0.740241 loss_bbox: 0.271062 loss_dfl: 0.184897 loss: 1.202132 eta: 17:28:43 batch_cost: 2.0231 data_cost: 0.0011 ips: 23.7255 images/s [10/26 21:24:53] ppdet.engine INFO: Epoch: [247] [500/610] learning_rate: 0.021842 loss_vfl: 0.728308 loss_bbox: 0.273269 loss_dfl: 0.186495 loss: 1.183882 eta: 17:28:03 batch_cost: 2.0010 data_cost: 0.0010 ips: 23.9879 images/s [10/26 21:25:37] ppdet.engine INFO: Epoch: [247] [520/610] learning_rate: 0.021816 loss_vfl: 0.735539 loss_bbox: 0.266301 loss_dfl: 0.175050 loss: 1.171266 eta: 17:27:24 batch_cost: 1.9638 data_cost: 0.0011 ips: 24.4420 images/s [10/26 21:26:22] ppdet.engine INFO: Epoch: [247] [540/610] learning_rate: 0.021789 loss_vfl: 0.739287 loss_bbox: 0.270980 loss_dfl: 0.180896 loss: 1.199275 eta: 17:26:45 batch_cost: 2.0171 data_cost: 0.0011 ips: 23.7962 images/s [10/26 21:27:05] ppdet.engine INFO: Epoch: [247] [560/610] learning_rate: 0.021762 loss_vfl: 0.738579 loss_bbox: 0.260915 loss_dfl: 0.185828 loss: 1.178560 eta: 17:26:05 batch_cost: 1.9606 data_cost: 0.0011 ips: 24.4825 images/s [10/26 21:27:49] ppdet.engine INFO: Epoch: [247] [580/610] learning_rate: 0.021735 loss_vfl: 0.721452 loss_bbox: 0.265406 loss_dfl: 0.178892 loss: 1.167127 eta: 17:25:26 batch_cost: 2.0017 data_cost: 0.0011 ips: 23.9797 images/s [10/26 21:28:32] ppdet.engine INFO: Epoch: [247] [600/610] learning_rate: 0.021709 loss_vfl: 0.734689 loss_bbox: 0.250768 loss_dfl: 0.186023 loss: 1.177999 eta: 17:24:46 batch_cost: 1.9227 data_cost: 0.0011 ips: 24.9644 images/s [10/26 21:29:06] ppdet.engine INFO: Epoch: [248] [ 0/610] learning_rate: 0.021695 loss_vfl: 0.736025 loss_bbox: 0.256528 loss_dfl: 0.191131 loss: 1.187292 eta: 17:24:28 batch_cost: 2.3271 data_cost: 0.2928 ips: 20.6266 images/s [10/26 21:29:52] ppdet.engine INFO: Epoch: [248] [ 20/610] learning_rate: 0.021669 loss_vfl: 0.723323 loss_bbox: 0.266954 loss_dfl: 0.180447 loss: 1.173201 eta: 17:23:49 batch_cost: 2.0556 data_cost: 0.0011 ips: 23.3503 images/s [10/26 21:30:36] ppdet.engine INFO: Epoch: [248] [ 40/610] learning_rate: 0.021642 loss_vfl: 0.711865 loss_bbox: 0.272969 loss_dfl: 0.180635 loss: 1.178835 eta: 17:23:09 batch_cost: 2.0247 data_cost: 0.0011 ips: 23.7073 images/s [10/26 21:31:21] ppdet.engine INFO: Epoch: [248] [ 60/610] learning_rate: 0.021615 loss_vfl: 0.710843 loss_bbox: 0.263515 loss_dfl: 0.184127 loss: 1.180244 eta: 17:22:30 batch_cost: 2.0029 data_cost: 0.0012 ips: 23.9653 images/s [10/26 21:32:05] ppdet.engine INFO: Epoch: [248] [ 80/610] learning_rate: 0.021589 loss_vfl: 0.712561 loss_bbox: 0.260722 loss_dfl: 0.180452 loss: 1.171119 eta: 17:21:51 batch_cost: 1.9672 data_cost: 0.0011 ips: 24.3998 images/s [10/26 21:32:49] ppdet.engine INFO: Epoch: [248] [100/610] learning_rate: 0.021562 loss_vfl: 0.728881 loss_bbox: 0.258814 loss_dfl: 0.175374 loss: 1.163046 eta: 17:21:11 batch_cost: 1.9951 data_cost: 0.0011 ips: 24.0595 images/s [10/26 21:33:33] ppdet.engine INFO: Epoch: [248] [120/610] learning_rate: 0.021536 loss_vfl: 0.733096 loss_bbox: 0.282025 loss_dfl: 0.179885 loss: 1.178511 eta: 17:20:32 batch_cost: 2.0272 data_cost: 0.0011 ips: 23.6774 images/s [10/26 21:34:17] ppdet.engine INFO: Epoch: [248] [140/610] learning_rate: 0.021509 loss_vfl: 0.728839 loss_bbox: 0.266173 loss_dfl: 0.177157 loss: 1.180779 eta: 17:19:52 batch_cost: 1.9692 data_cost: 0.0015 ips: 24.3752 images/s [10/26 21:35:00] ppdet.engine INFO: Epoch: [248] [160/610] learning_rate: 0.021482 loss_vfl: 0.719559 loss_bbox: 0.271489 loss_dfl: 0.183976 loss: 1.189936 eta: 17:19:13 batch_cost: 1.9754 data_cost: 0.0011 ips: 24.2985 images/s [10/26 21:35:45] ppdet.engine INFO: Epoch: [248] [180/610] learning_rate: 0.021456 loss_vfl: 0.735923 loss_bbox: 0.262150 loss_dfl: 0.183830 loss: 1.195331 eta: 17:18:33 batch_cost: 2.0199 data_cost: 0.0011 ips: 23.7640 images/s [10/26 21:36:30] ppdet.engine INFO: Epoch: [248] [200/610] learning_rate: 0.021429 loss_vfl: 0.729577 loss_bbox: 0.277443 loss_dfl: 0.184300 loss: 1.196592 eta: 17:17:54 batch_cost: 2.0441 data_cost: 0.0011 ips: 23.4825 images/s [10/26 21:37:14] ppdet.engine INFO: Epoch: [248] [220/610] learning_rate: 0.021403 loss_vfl: 0.736732 loss_bbox: 0.273390 loss_dfl: 0.182821 loss: 1.208239 eta: 17:17:15 batch_cost: 2.0356 data_cost: 0.0011 ips: 23.5802 images/s [10/26 21:37:58] ppdet.engine INFO: Epoch: [248] [240/610] learning_rate: 0.021376 loss_vfl: 0.727483 loss_bbox: 0.269908 loss_dfl: 0.186432 loss: 1.180020 eta: 17:16:35 batch_cost: 1.9447 data_cost: 0.0011 ips: 24.6825 images/s [10/26 21:38:42] ppdet.engine INFO: Epoch: [248] [260/610] learning_rate: 0.021350 loss_vfl: 0.719813 loss_bbox: 0.264895 loss_dfl: 0.178115 loss: 1.180724 eta: 17:15:56 batch_cost: 1.9666 data_cost: 0.0011 ips: 24.4076 images/s [10/26 21:39:25] ppdet.engine INFO: Epoch: [248] [280/610] learning_rate: 0.021323 loss_vfl: 0.723000 loss_bbox: 0.266957 loss_dfl: 0.183693 loss: 1.166473 eta: 17:15:16 batch_cost: 1.9203 data_cost: 0.0011 ips: 24.9967 images/s [10/26 21:40:09] ppdet.engine INFO: Epoch: [248] [300/610] learning_rate: 0.021297 loss_vfl: 0.739231 loss_bbox: 0.256293 loss_dfl: 0.175381 loss: 1.175834 eta: 17:14:36 batch_cost: 1.9866 data_cost: 0.0011 ips: 24.1616 images/s [10/26 21:40:54] ppdet.engine INFO: Epoch: [248] [320/610] learning_rate: 0.021270 loss_vfl: 0.720621 loss_bbox: 0.257630 loss_dfl: 0.183751 loss: 1.173954 eta: 17:13:57 batch_cost: 2.0104 data_cost: 0.0014 ips: 23.8764 images/s [10/26 21:41:37] ppdet.engine INFO: Epoch: [248] [340/610] learning_rate: 0.021244 loss_vfl: 0.741097 loss_bbox: 0.260895 loss_dfl: 0.167305 loss: 1.154598 eta: 17:13:18 batch_cost: 1.9612 data_cost: 0.0010 ips: 24.4745 images/s [10/26 21:42:20] ppdet.engine INFO: Epoch: [248] [360/610] learning_rate: 0.021218 loss_vfl: 0.721336 loss_bbox: 0.259794 loss_dfl: 0.171079 loss: 1.173171 eta: 17:12:38 batch_cost: 1.9562 data_cost: 0.0011 ips: 24.5372 images/s [10/26 21:43:05] ppdet.engine INFO: Epoch: [248] [380/610] learning_rate: 0.021191 loss_vfl: 0.733699 loss_bbox: 0.275389 loss_dfl: 0.190497 loss: 1.194934 eta: 17:11:59 batch_cost: 2.0002 data_cost: 0.0011 ips: 23.9976 images/s [10/26 21:43:48] ppdet.engine INFO: Epoch: [248] [400/610] learning_rate: 0.021165 loss_vfl: 0.719806 loss_bbox: 0.261261 loss_dfl: 0.179867 loss: 1.174202 eta: 17:11:19 batch_cost: 1.9575 data_cost: 0.0016 ips: 24.5213 images/s [10/26 21:44:32] ppdet.engine INFO: Epoch: [248] [420/610] learning_rate: 0.021138 loss_vfl: 0.708637 loss_bbox: 0.269383 loss_dfl: 0.179809 loss: 1.155905 eta: 17:10:40 batch_cost: 1.9980 data_cost: 0.0011 ips: 24.0240 images/s [10/26 21:45:16] ppdet.engine INFO: Epoch: [248] [440/610] learning_rate: 0.021112 loss_vfl: 0.728969 loss_bbox: 0.252421 loss_dfl: 0.176568 loss: 1.153426 eta: 17:10:00 batch_cost: 1.9769 data_cost: 0.0012 ips: 24.2806 images/s [10/26 21:46:00] ppdet.engine INFO: Epoch: [248] [460/610] learning_rate: 0.021086 loss_vfl: 0.733736 loss_bbox: 0.258442 loss_dfl: 0.182016 loss: 1.158976 eta: 17:09:21 batch_cost: 1.9944 data_cost: 0.0011 ips: 24.0679 images/s [10/26 21:46:43] ppdet.engine INFO: Epoch: [248] [480/610] learning_rate: 0.021059 loss_vfl: 0.744700 loss_bbox: 0.246668 loss_dfl: 0.179065 loss: 1.181474 eta: 17:08:41 batch_cost: 1.9857 data_cost: 0.0011 ips: 24.1730 images/s [10/26 21:47:28] ppdet.engine INFO: Epoch: [248] [500/610] learning_rate: 0.021033 loss_vfl: 0.726401 loss_bbox: 0.245423 loss_dfl: 0.169585 loss: 1.136987 eta: 17:08:02 batch_cost: 2.0371 data_cost: 0.0011 ips: 23.5632 images/s [10/26 21:48:12] ppdet.engine INFO: Epoch: [248] [520/610] learning_rate: 0.021007 loss_vfl: 0.716581 loss_bbox: 0.272367 loss_dfl: 0.185638 loss: 1.173723 eta: 17:07:22 batch_cost: 1.9665 data_cost: 0.0011 ips: 24.4094 images/s [10/26 21:48:57] ppdet.engine INFO: Epoch: [248] [540/610] learning_rate: 0.020981 loss_vfl: 0.730949 loss_bbox: 0.265055 loss_dfl: 0.181906 loss: 1.188201 eta: 17:06:43 batch_cost: 1.9951 data_cost: 0.0011 ips: 24.0594 images/s [10/26 21:49:41] ppdet.engine INFO: Epoch: [248] [560/610] learning_rate: 0.020954 loss_vfl: 0.730001 loss_bbox: 0.266696 loss_dfl: 0.184250 loss: 1.177261 eta: 17:06:04 batch_cost: 2.0225 data_cost: 0.0024 ips: 23.7336 images/s [10/26 21:50:26] ppdet.engine INFO: Epoch: [248] [580/610] learning_rate: 0.020928 loss_vfl: 0.719992 loss_bbox: 0.251080 loss_dfl: 0.182441 loss: 1.163914 eta: 17:05:24 batch_cost: 2.0021 data_cost: 0.0011 ips: 23.9747 images/s [10/26 21:51:09] ppdet.engine INFO: Epoch: [248] [600/610] learning_rate: 0.020902 loss_vfl: 0.731646 loss_bbox: 0.251467 loss_dfl: 0.179685 loss: 1.161329 eta: 17:04:45 batch_cost: 1.9916 data_cost: 0.0011 ips: 24.1015 images/s [10/26 21:51:43] ppdet.engine INFO: Epoch: [249] [ 0/610] learning_rate: 0.020889 loss_vfl: 0.732788 loss_bbox: 0.261631 loss_dfl: 0.180556 loss: 1.181796 eta: 17:04:27 batch_cost: 2.3653 data_cost: 0.3350 ips: 20.2938 images/s [10/26 21:52:28] ppdet.engine INFO: Epoch: [249] [ 20/610] learning_rate: 0.020862 loss_vfl: 0.709497 loss_bbox: 0.247851 loss_dfl: 0.178389 loss: 1.159159 eta: 17:03:48 batch_cost: 2.0527 data_cost: 0.0011 ips: 23.3838 images/s [10/26 21:53:12] ppdet.engine INFO: Epoch: [249] [ 40/610] learning_rate: 0.020836 loss_vfl: 0.720190 loss_bbox: 0.256154 loss_dfl: 0.179880 loss: 1.180470 eta: 17:03:08 batch_cost: 1.9857 data_cost: 0.0011 ips: 24.1727 images/s [10/26 21:53:56] ppdet.engine INFO: Epoch: [249] [ 60/610] learning_rate: 0.020810 loss_vfl: 0.732678 loss_bbox: 0.261592 loss_dfl: 0.177403 loss: 1.143506 eta: 17:02:29 batch_cost: 1.9752 data_cost: 0.0011 ips: 24.3011 images/s [10/26 21:54:41] ppdet.engine INFO: Epoch: [249] [ 80/610] learning_rate: 0.020784 loss_vfl: 0.720004 loss_bbox: 0.251024 loss_dfl: 0.179926 loss: 1.165104 eta: 17:01:49 batch_cost: 2.0248 data_cost: 0.0022 ips: 23.7057 images/s [10/26 21:55:24] ppdet.engine INFO: Epoch: [249] [100/610] learning_rate: 0.020758 loss_vfl: 0.724038 loss_bbox: 0.272638 loss_dfl: 0.183557 loss: 1.180961 eta: 17:01:10 batch_cost: 1.9489 data_cost: 0.0011 ips: 24.6296 images/s [10/26 21:56:08] ppdet.engine INFO: Epoch: [249] [120/610] learning_rate: 0.020732 loss_vfl: 0.722242 loss_bbox: 0.271829 loss_dfl: 0.180703 loss: 1.183762 eta: 17:00:30 batch_cost: 1.9494 data_cost: 0.0011 ips: 24.6230 images/s [10/26 21:56:53] ppdet.engine INFO: Epoch: [249] [140/610] learning_rate: 0.020706 loss_vfl: 0.727172 loss_bbox: 0.251609 loss_dfl: 0.174660 loss: 1.138782 eta: 16:59:51 batch_cost: 2.0140 data_cost: 0.0011 ips: 23.8331 images/s [10/26 21:57:37] ppdet.engine INFO: Epoch: [249] [160/610] learning_rate: 0.020679 loss_vfl: 0.728111 loss_bbox: 0.261734 loss_dfl: 0.174678 loss: 1.171184 eta: 16:59:11 batch_cost: 1.9738 data_cost: 0.0013 ips: 24.3183 images/s [10/26 21:58:20] ppdet.engine INFO: Epoch: [249] [180/610] learning_rate: 0.020653 loss_vfl: 0.737553 loss_bbox: 0.279841 loss_dfl: 0.188766 loss: 1.211417 eta: 16:58:31 batch_cost: 1.8944 data_cost: 0.0012 ips: 25.3375 images/s [10/26 21:59:04] ppdet.engine INFO: Epoch: [249] [200/610] learning_rate: 0.020627 loss_vfl: 0.724312 loss_bbox: 0.258682 loss_dfl: 0.178489 loss: 1.161174 eta: 16:57:52 batch_cost: 2.0142 data_cost: 0.0017 ips: 23.8305 images/s [10/26 21:59:49] ppdet.engine INFO: Epoch: [249] [220/610] learning_rate: 0.020601 loss_vfl: 0.732051 loss_bbox: 0.253675 loss_dfl: 0.178718 loss: 1.173433 eta: 16:57:13 batch_cost: 2.0456 data_cost: 0.0021 ips: 23.4647 images/s [10/26 22:00:33] ppdet.engine INFO: Epoch: [249] [240/610] learning_rate: 0.020575 loss_vfl: 0.729873 loss_bbox: 0.282876 loss_dfl: 0.187856 loss: 1.221334 eta: 16:56:33 batch_cost: 1.9933 data_cost: 0.0011 ips: 24.0801 images/s [10/26 22:01:17] ppdet.engine INFO: Epoch: [249] [260/610] learning_rate: 0.020549 loss_vfl: 0.730931 loss_bbox: 0.266927 loss_dfl: 0.180674 loss: 1.190834 eta: 16:55:54 batch_cost: 1.9585 data_cost: 0.0011 ips: 24.5088 images/s [10/26 22:02:01] ppdet.engine INFO: Epoch: [249] [280/610] learning_rate: 0.020523 loss_vfl: 0.708878 loss_bbox: 0.266100 loss_dfl: 0.183842 loss: 1.162988 eta: 16:55:14 batch_cost: 2.0043 data_cost: 0.0011 ips: 23.9481 images/s [10/26 22:02:45] ppdet.engine INFO: Epoch: [249] [300/610] learning_rate: 0.020497 loss_vfl: 0.720904 loss_bbox: 0.254760 loss_dfl: 0.180006 loss: 1.156334 eta: 16:54:35 batch_cost: 2.0241 data_cost: 0.0011 ips: 23.7146 images/s [10/26 22:03:29] ppdet.engine INFO: Epoch: [249] [320/610] learning_rate: 0.020471 loss_vfl: 0.728939 loss_bbox: 0.261075 loss_dfl: 0.177695 loss: 1.171712 eta: 16:53:56 batch_cost: 2.0039 data_cost: 0.0011 ips: 23.9537 images/s [10/26 22:04:13] ppdet.engine INFO: Epoch: [249] [340/610] learning_rate: 0.020445 loss_vfl: 0.724869 loss_bbox: 0.280742 loss_dfl: 0.187059 loss: 1.195937 eta: 16:53:16 batch_cost: 1.9733 data_cost: 0.0012 ips: 24.3250 images/s [10/26 22:04:57] ppdet.engine INFO: Epoch: [249] [360/610] learning_rate: 0.020419 loss_vfl: 0.710565 loss_bbox: 0.246172 loss_dfl: 0.174870 loss: 1.138412 eta: 16:52:37 batch_cost: 2.0100 data_cost: 0.0011 ips: 23.8801 images/s [10/26 22:05:41] ppdet.engine INFO: Epoch: [249] [380/610] learning_rate: 0.020393 loss_vfl: 0.727583 loss_bbox: 0.239504 loss_dfl: 0.175333 loss: 1.133445 eta: 16:51:57 batch_cost: 2.0401 data_cost: 0.0011 ips: 23.5286 images/s [10/26 22:06:25] ppdet.engine INFO: Epoch: [249] [400/610] learning_rate: 0.020367 loss_vfl: 0.753482 loss_bbox: 0.267433 loss_dfl: 0.177546 loss: 1.213273 eta: 16:51:18 batch_cost: 1.9937 data_cost: 0.0011 ips: 24.0764 images/s [10/26 22:07:10] ppdet.engine INFO: Epoch: [249] [420/610] learning_rate: 0.020342 loss_vfl: 0.730916 loss_bbox: 0.253982 loss_dfl: 0.178889 loss: 1.151900 eta: 16:50:39 batch_cost: 2.0287 data_cost: 0.0012 ips: 23.6600 images/s [10/26 22:07:55] ppdet.engine INFO: Epoch: [249] [440/610] learning_rate: 0.020316 loss_vfl: 0.739444 loss_bbox: 0.251173 loss_dfl: 0.172768 loss: 1.168508 eta: 16:49:59 batch_cost: 2.0158 data_cost: 0.0011 ips: 23.8116 images/s [10/26 22:08:38] ppdet.engine INFO: Epoch: [249] [460/610] learning_rate: 0.020290 loss_vfl: 0.746770 loss_bbox: 0.263848 loss_dfl: 0.186608 loss: 1.188940 eta: 16:49:20 batch_cost: 1.9795 data_cost: 0.0011 ips: 24.2488 images/s [10/26 22:09:22] ppdet.engine INFO: Epoch: [249] [480/610] learning_rate: 0.020264 loss_vfl: 0.727047 loss_bbox: 0.270148 loss_dfl: 0.185742 loss: 1.191417 eta: 16:48:40 batch_cost: 1.9900 data_cost: 0.0011 ips: 24.1203 images/s [10/26 22:10:06] ppdet.engine INFO: Epoch: [249] [500/610] learning_rate: 0.020238 loss_vfl: 0.733079 loss_bbox: 0.259201 loss_dfl: 0.177925 loss: 1.171287 eta: 16:48:01 batch_cost: 2.0438 data_cost: 0.0010 ips: 23.4854 images/s [10/26 22:10:51] ppdet.engine INFO: Epoch: [249] [520/610] learning_rate: 0.020212 loss_vfl: 0.725456 loss_bbox: 0.242940 loss_dfl: 0.173737 loss: 1.156851 eta: 16:47:22 batch_cost: 2.0353 data_cost: 0.0011 ips: 23.5836 images/s [10/26 22:11:36] ppdet.engine INFO: Epoch: [249] [540/610] learning_rate: 0.020186 loss_vfl: 0.732054 loss_bbox: 0.260846 loss_dfl: 0.185998 loss: 1.171211 eta: 16:46:42 batch_cost: 2.0242 data_cost: 0.0011 ips: 23.7125 images/s [10/26 22:12:20] ppdet.engine INFO: Epoch: [249] [560/610] learning_rate: 0.020161 loss_vfl: 0.716715 loss_bbox: 0.238525 loss_dfl: 0.170551 loss: 1.133150 eta: 16:46:03 batch_cost: 1.9704 data_cost: 0.0011 ips: 24.3606 images/s [10/26 22:13:04] ppdet.engine INFO: Epoch: [249] [580/610] learning_rate: 0.020135 loss_vfl: 0.719501 loss_bbox: 0.263380 loss_dfl: 0.177055 loss: 1.169026 eta: 16:45:23 batch_cost: 1.9561 data_cost: 0.0011 ips: 24.5392 images/s [10/26 22:13:45] ppdet.engine INFO: Epoch: [249] [600/610] learning_rate: 0.020109 loss_vfl: 0.746160 loss_bbox: 0.265373 loss_dfl: 0.185890 loss: 1.182448 eta: 16:44:43 batch_cost: 1.8780 data_cost: 0.0011 ips: 25.5590 images/s [10/26 22:14:05] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_l_416_coco [10/26 22:14:06] ppdet.engine INFO: Eval iter: 0 [10/26 22:14:37] ppdet.engine INFO: Eval iter: 100 [10/26 22:14:59] ppdet.engine INFO: Eval iter: 200 [10/26 22:15:21] ppdet.engine INFO: Eval iter: 300 [10/26 22:15:43] ppdet.engine INFO: Eval iter: 400 [10/26 22:16:06] ppdet.engine INFO: Eval iter: 500 [10/26 22:16:28] ppdet.engine INFO: Eval iter: 600 [10/26 22:16:47] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.67s) creating index... index created! [10/26 22:16:48] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.59s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=98.03s). Accumulating evaluation results... DONE (t=16.87s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.363 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.524 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.382 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 ] = 0.386 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.580 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 ] = 0.484 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 ] = 0.249 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.575 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.756 [10/26 22:18:49] ppdet.engine INFO: Total sample number: 4952, averge FPS: 33.34788516593608 [10/26 22:18:49] ppdet.engine INFO: Best test bbox ap is 0.366.